From a1c089867ad239d4d2d366f548e5ceb0e4e559fa Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 17 Oct 2023 11:14:16 +0200 Subject: [PATCH 001/365] renamed scripts to bin --- mess/{scripts => bin}/Snakefile | 0 mess/{scripts => bin}/merge_contigs.py | 0 mess/{scripts => bin}/read_counts_table.py | 0 mess/{scripts => bin}/simulate_reads.rules | 0 mess/{scripts => bin}/true-read-counts.py | 0 5 files changed, 0 insertions(+), 0 deletions(-) rename mess/{scripts => bin}/Snakefile (100%) rename mess/{scripts => bin}/merge_contigs.py (100%) rename mess/{scripts => bin}/read_counts_table.py (100%) rename mess/{scripts => bin}/simulate_reads.rules (100%) rename mess/{scripts => bin}/true-read-counts.py (100%) diff --git a/mess/scripts/Snakefile b/mess/bin/Snakefile similarity index 100% rename from mess/scripts/Snakefile rename to mess/bin/Snakefile diff --git a/mess/scripts/merge_contigs.py b/mess/bin/merge_contigs.py similarity index 100% rename from mess/scripts/merge_contigs.py rename to mess/bin/merge_contigs.py diff --git a/mess/scripts/read_counts_table.py b/mess/bin/read_counts_table.py similarity index 100% rename from mess/scripts/read_counts_table.py rename to mess/bin/read_counts_table.py diff --git a/mess/scripts/simulate_reads.rules b/mess/bin/simulate_reads.rules similarity index 100% rename from mess/scripts/simulate_reads.rules rename to mess/bin/simulate_reads.rules diff --git a/mess/scripts/true-read-counts.py b/mess/bin/true-read-counts.py similarity index 100% rename from mess/scripts/true-read-counts.py rename to mess/bin/true-read-counts.py From 2c0e59d894cb3fd750362f381da07eba944c6a30 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 17 Oct 2023 11:18:32 +0200 Subject: [PATCH 002/365] added smk extension --- mess/bin/simulate_reads.rules | 306 ---------------------------------- 1 file changed, 306 deletions(-) delete mode 100644 mess/bin/simulate_reads.rules diff --git a/mess/bin/simulate_reads.rules b/mess/bin/simulate_reads.rules deleted file mode 100644 index 4291088..0000000 --- a/mess/bin/simulate_reads.rules +++ /dev/null @@ -1,306 +0,0 @@ -import pandas as pd -import os -import random -import glob -random.seed(config["seed"]) -replicates = list(range(1, config["replicates"] + 1)) -community_name = config["community_name"] -read_direction = [] -if config['seq_tech'] != 'illumina': - read_direction = config['seq_tech'] -if config['seq_tech'] == 'illumina' and config['read_status'] == 'single': - read_direction='single' -if config['seq_tech'] == 'illumina' and config['read_status'] == 'paired': - read_direction=['R1','R2'] -pipeline_path = workflow.basedir -seed_list = random.sample(range(1,1000000),len(replicates)) -seed_dic = dict(zip(replicates,seed_list)) - -def get_input_value(path): - """ - Function that parses input table and raises exceptions if there are NA in the table - Returns the input value set by the user, useful for read count calculation - """ - tb = pd.read_csv(path, sep='\t') - acceptedvals = ['Reads', 'Coverage', 'ReadPercent', 'RelativeProp'] - lastcol = tb.columns[len(tb.columns)-1] - nans = tb[lastcol].isna().sum() - if nans > 0: - raise Exception(f'{nans} values in {lastcol} are NA, make sure to input values') - try: - lastcol = config["dist"] #If the user has set a specific distribution for read counts - return lastcol - except KeyError: - if lastcol in acceptedvals: - return lastcol - else: - raise Exception(f'{lastcol} is not recognized as an input to simulate reads') - - -def get_read_counts_seed(rep, rep2seed, general_seed): - """ - Function that returns a seed for calculating read counts - By default each replicate has a unique seed - If the param same_dist_rep is True, return a single seed for all replicates - """ - try: - same_dist_rep = config['same_dist_rep'] - if same_dist_rep: - return general_seed - except KeyError: - return rep2seed[int(rep)] - - -input_val = get_input_value(config['input_table_path']) - -rule create_read_counts_table: - ''' - Rule for generating a table per sample with read counts for each genome - ''' - input: input_tb = config['input_table_path'], - assemblies_tb = f'{community_name}-assemblies-summary.tsv' - - output: rc_table='readcounts-{community}-{rep}.tsv' - - params: value=input_val, - seed=lambda wildcards: get_read_counts_seed(wildcards.rep, seed_dic, config['seed']) - - log: "logs/read_counts_table/{community}-{rep}.txt" - - script: 'read_counts_table.py' - - - -rule decompress_assemblies: - input: f'assembly_gz/{community_name}/{{assemblyname}}_genomic.fna.gz' - - output: temp(f'assembly_gz/{community_name}/{{assemblyname,[0-9a-zA-Z._-]+}}_genomic.fna') - - benchmark: "benchmark/decompress/{assemblyname}.txt" - - shell: 'zcat {input[0]} > {output}' - - -rule merge_contigs: - input: f'assembly_gz/{community_name}/{{assemblyname}}_genomic.fna' - - output: temp('assembly_gz/{community,[-_0-9a-zA-Z]+}-{assemblyname,[0-9a-zA-Z._-]+}.fa') - - benchmark: "benchmark/merge/{community}-{assemblyname}.txt" - - script: "merge_contigs.py" - - -if config['seq_tech']=='illumina': - def get_read_num(wildcards,table): - if not os.path.exists(table): - return -1 - with open(table) as f: - tb = pd.read_csv(f,delimiter='\t',index_col='AssemblyNames') - reads = tb.loc[wildcards.assemblyname]['Reads'] - return reads - - if config['read_status']=='paired': - rule generate_illumina_paired_reads: - input: fa='assembly_gz/{community}-{assemblyname}.fa', - tab='readcounts-{community}-{rep}.tsv' - - output: temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R1.fq'), - temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R2.fq'), - temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R.sam') - - params: seq_system = config['illumina_sequencing_system'], - read_length = config['illumina_read_len'], - mean_frag_len = config['illumina_mean_frag_len'], - sd = config['illumina_sd_frag_len'], - read_num = lambda wildcards, input: get_read_num(wildcards, input.tab), - random_seed = lambda wildcards: seed_dic[int(wildcards.rep)] - - resources: nb_simulation=1 - - log: "logs/art_illumina/{community}-replicate-{rep}-{assemblyname}.log" - - benchmark: "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" - - shell: - """ - art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -na -sam \ - -i {input.fa} -p -nf 1 -m {params.mean_frag_len} -s {params.sd} -l {params.read_length} -c {params.read_num} \ - -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_R &> {log} - """ - - if config['read_status']=='single': - rule generate_illumina_single_reads: - input: fa='assembly_gz/{community}-{assemblyname}.fa', - tab='readcounts-{community}-{rep}.tsv' - - output: temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.fq'), - temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.sam') - - params: seq_system = config['illumina_sequencing_system'], - read_length = config['illumina_read_len'], - read_num = lambda wildcards, input: get_read_num(wildcards, input.tab), - random_seed = lambda wildcards: seed_dic[int(wildcards.rep)] - - resources: nb_simulation=1 - - log: "logs/art_illumina/{community}-{rep}-{assemblyname}.log" - - benchmark: "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" - - shell: - """ - art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -sam \ - -na -i {input.fa} -nf 1 -l {params.read_length} -c {params.read_num} \ - -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_single &> {log} - """ - - def get_sam(pairing): - if pairing == 'single': - return 'simreads/{community}-{rep}-{assemblyname}_single.sam' - else: - return 'simreads/{community}-{rep}-{assemblyname}_R.sam' - - - rule convert_sam_to_bam_files: - input: get_sam(config['read_status']) - - output: 'bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam' - - log: "logs/bam/{community}-{rep}-{assemblyname}.log" - - shell: - """ - bioconvert {input} {output} 2> {log} - """ - - -elif config['seq_tech']=='ont' or config['seq_tech']=='pacbio': - def get_coverage(wildcards, table): - if not os.path.exists(table): - return -1 - with open(table) as f: - tb = pd.read_csv(f,delimiter='\t',index_col='AssemblyNames') - cov = tb.loc[wildcards.assemblyname]['Coverage'] - return cov - - rule generate_long_reads: - input: fa='assembly_gz/{community}-{assemblyname}.fa', - tab='readcounts-{community}-{rep}.tsv' - output: temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.fastq'), - temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.maf'), - temp('simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.ref') - - params: chemistry = config["chemistry"], - min_read_len = config["longreads_min_len"], - max_read_len = config["longreads_max_len"], - sd_read_len = config["longreads_sd_len"], - mean_read_len = config["longreads_mean_len"], - accuracy = config["longreads_mean_acc"], - diff_ratio = config["difference_ratio"], - coverage = lambda wildcards, input: get_coverage(wildcards, input.tab), - seed = lambda wildcards: seed_dic[int(wildcards.rep)] - - resources: nb_simulation=1 - - log: "logs/pbsim2/{community}-replicate-{rep}-{assemblyname}.log" - - benchmark: "benchmark/pbsim2/{community}-{rep}-{assemblyname}.txt" - - shell: - """ - pbsim --prefix simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname} \ - --id-prefix {wildcards.assemblyname} --depth {params.coverage} --length-min {params.min_read_len} \ - --length-max {params.max_read_len} --difference-ratio {params.diff_ratio} --seed {params.seed} \ - --hmm_model ${{CONDA_PREFIX}}/data/{params.chemistry}.model --length-mean {params.mean_read_len} \ - --length-sd {params.sd_read_len} {input.fa} &> {log} - """ - rule convert_maf_to_bam_files: - input: 'simreads/{community}-{rep}-{assemblyname}_0001.maf' - - output: sam=temp('bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.sam'), - bam='bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam' - - log: "logs/bam/{community}-{rep}-{assemblyname}.log" - - shell: - """ - bioconvert {input} {output.sam} 2>> {log} - bioconvert {output.sam} {output.bam} 2>> {log} - """ - -def concat_fastq(wildcards): - try: - directory = config['assemblies_dir'] - files = glob.glob(os.path.join(directory,'*_genomic.fna*')) - assemblynames = [file.split('/')[-1].split('_genomic.fna')[0] for file in files] - except KeyError: - checkpoint_directory = f"assembly_gz/{community_name}/" - assemblynames = glob_wildcards(os.path.join(checkpoint_directory,'{i}_genomic.fna.gz')).i - print("assemblynames",assemblynames) - if config['seq_tech'] == 'illumina': - return expand('simreads/{community}-{{rep}}-{assemblyname}_{{rd}}.fq', - community=community_name, assemblyname=assemblynames) - elif config['seq_tech'] == 'ont' or config['seq_tech'] == 'pacbio': - return expand('simreads/{community}-{{rep}}-{assemblyname}_0001.fastq', - community=community_name, assemblyname=assemblynames) - -rule concat_fastqs: - input: concat_fastq - - output: temp('simreads/{community}-{rep}_{rd}.unshuffled.fq') - - resources: parallel_cat = 1 - - benchmark: "benchmark/concat/{community}-{rep}_{rd}.txt" - - shell: - """ - cat {input} > {output} - """ - - -rule shuffle_fastqs: - input: 'simreads/{community}-{rep}_{rd}.unshuffled.fq' - - output: 'simreads/{community}-{rep}_{rd}.fq.gz' - - params: seed = lambda wildcards: seed_dic[int(wildcards.rep)] - - log: "logs/shuffling/{community}-{rep}_{rd}.log" - - benchmark: "benchmark/shuffle/{community}-{rep}_{rd}.txt" - - threads: 10 - - shell: - """ - seqkit shuffle {input} -j {threads} -s {params.seed} -o {output} &> {log} - """ - - -rule get_taxonomic_profile: - input: reads='simreads/{community}-{rep}_{rd}.fq.gz', - table='readcounts-{community}-{rep}.tsv' - - output: tax='taxonomy-{community}-{rep}_{rd}.tsv', - krona='krona/{community}-{rep}_{rd}.txt' - - params: config['seq_tech'] - - benchmark: "benchmark/taxonomic_profile/{community}-{rep}_{rd}.txt" - - script: "true-read-counts.py" - - -rule create_krona_chart: - input: 'krona/{community}-{rep}_{rd}.txt' - - output: 'krona/{community}-{rep}_{rd}.html' - - log: 'logs/krona/{community}-{rep}_{rd}.log' - - shell: 'ktImportText -o {output} {input} &> {log}' - - - From c53bca13fa3f028dc2d27ba5006b5b420781e16a Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 17 Oct 2023 11:18:52 +0200 Subject: [PATCH 003/365] added snakemake formatting --- mess/bin/Snakefile | 86 +++++---- mess/bin/simulate_reads.smk | 349 ++++++++++++++++++++++++++++++++++++ 2 files changed, 405 insertions(+), 30 deletions(-) create mode 100644 mess/bin/simulate_reads.smk diff --git a/mess/bin/Snakefile b/mess/bin/Snakefile index 9fee935..98cdd3e 100644 --- a/mess/bin/Snakefile +++ b/mess/bin/Snakefile @@ -1,26 +1,27 @@ -include : "simulate_reads.rules" +include: "simulate_reads.rules" + replicates = list(range(1, config["replicates"] + 1)) community_name = config["community_name"] read_direction = [] -if config['seq_tech'] != 'illumina': - read_direction = config['seq_tech'] -if config['seq_tech'] == 'illumina' and config['read_status'] == 'single': - read_direction = 'single' -if config['seq_tech'] == 'illumina' and config['read_status'] == 'paired': - read_direction = ['R1','R2'] +if config["seq_tech"] != "illumina": + read_direction = config["seq_tech"] +if config["seq_tech"] == "illumina" and config["read_status"] == "single": + read_direction = "single" +if config["seq_tech"] == "illumina" and config["read_status"] == "paired": + read_direction = ["R1", "R2"] checkpoint download_assemblies: output: - f"{community_name}-assemblies-summary.tsv" + f"{community_name}-assemblies-summary.tsv", params: - input_table = config["input_table_path"], - ncbi_key = config["NCBI_key"], - ncbi_email = config["NCBI_email"], - complete_assemblies = config["complete_assemblies"], - filter_rank = config["Rank_to_filter_by"], - output_prefix = f"{community_name}" + input_table=config["input_table_path"], + ncbi_key=config["NCBI_key"], + ncbi_email=config["NCBI_email"], + complete_assemblies=config["complete_assemblies"], + filter_rank=config["Rank_to_filter_by"], + output_prefix=f"{community_name}", shell: """ af run --nolock --input-table {params.input_table} --output_prefix {params.output_prefix} --ncbi_key {params.ncbi_key} --ncbi_email {params.ncbi_email} --complete_assemblies {params.complete_assemblies} --filter_rank {params.filter_rank} @@ -29,30 +30,55 @@ checkpoint download_assemblies: def assembly_and_bam_list(wildcards): try: - directory = config['assemblies_dir'] - files = glob.glob(os.path.join(directory,'*_genomic.fna*')) - assemblynames = [file.split('/')[-1].split('_genomic.fna')[0] for file in files] - assemblies = expand(f'assembly_gz/{community_name}/{{i}}_genomic.fna', - i=assemblynames) + directory = config["assemblies_dir"] + files = glob.glob(os.path.join(directory, "*_genomic.fna*")) + assemblynames = [file.split("/")[-1].split("_genomic.fna")[0] for file in files] + assemblies = expand( + f"assembly_gz/{community_name}/{{i}}_genomic.fna", i=assemblynames + ) except KeyError: checkpoint_directory = f"assembly_gz/{community_name}/" - assemblynames = glob_wildcards(os.path.join(checkpoint_directory,'{i}_genomic.fna.gz')).i - assemblies = expand(f'assembly_gz/{community_name}/{{i}}_genomic.fna.gz', - i=assemblynames) + assemblynames = glob_wildcards( + os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") + ).i + assemblies = expand( + f"assembly_gz/{community_name}/{{i}}_genomic.fna.gz", i=assemblynames + ) if config["bam"]: - bam = expand(f'bam/{community_name}-{{rep}}-{{i}}.bam', - i=assemblynames, rep=replicates) + bam = expand( + f"bam/{community_name}-{{rep}}-{{i}}.bam", i=assemblynames, rep=replicates + ) all = bam + assemblies else: all = assemblies print("ALL", all) return all -rule all_sim : - input: expand('simreads/{community}-{rep}_{rd}.fq.gz', community=community_name, rep=replicates, rd=read_direction), - expand('taxonomy-{community}-{rep}_{rd}.tsv', community=community_name, rep=replicates, rd=read_direction), - expand('readcounts-{community}-{rep}.tsv', community=community_name, rep=replicates), - expand('krona/{community}-{rep}_{rd}.html', community=community_name, rep=replicates, rd=read_direction), - assembly_and_bam_list +rule all_sim: + input: + expand( + "simreads/{community}-{rep}_{rd}.fq.gz", + community=community_name, + rep=replicates, + rd=read_direction, + ), + expand( + "taxonomy-{community}-{rep}_{rd}.tsv", + community=community_name, + rep=replicates, + rd=read_direction, + ), + expand( + "readcounts-{community}-{rep}.tsv", + community=community_name, + rep=replicates, + ), + expand( + "krona/{community}-{rep}_{rd}.html", + community=community_name, + rep=replicates, + rd=read_direction, + ), + assembly_and_bam_list, diff --git a/mess/bin/simulate_reads.smk b/mess/bin/simulate_reads.smk new file mode 100644 index 0000000..1668f72 --- /dev/null +++ b/mess/bin/simulate_reads.smk @@ -0,0 +1,349 @@ +import pandas as pd +import os +import random +import glob + +random.seed(config["seed"]) +replicates = list(range(1, config["replicates"] + 1)) +community_name = config["community_name"] +read_direction = [] +if config["seq_tech"] != "illumina": + read_direction = config["seq_tech"] +if config["seq_tech"] == "illumina" and config["read_status"] == "single": + read_direction = "single" +if config["seq_tech"] == "illumina" and config["read_status"] == "paired": + read_direction = ["R1", "R2"] +pipeline_path = workflow.basedir +seed_list = random.sample(range(1, 1000000), len(replicates)) +seed_dic = dict(zip(replicates, seed_list)) + + +def get_input_value(path): + """ + Function that parses input table and raises exceptions if there are NA in the table + Returns the input value set by the user, useful for read count calculation + """ + tb = pd.read_csv(path, sep="\t") + acceptedvals = ["Reads", "Coverage", "ReadPercent", "RelativeProp"] + lastcol = tb.columns[len(tb.columns) - 1] + nans = tb[lastcol].isna().sum() + if nans > 0: + raise Exception(f"{nans} values in {lastcol} are NA, make sure to input values") + try: + lastcol = config[ + "dist" + ] # If the user has set a specific distribution for read counts + return lastcol + except KeyError: + if lastcol in acceptedvals: + return lastcol + else: + raise Exception( + f"{lastcol} is not recognized as an input to simulate reads" + ) + + +def get_read_counts_seed(rep, rep2seed, general_seed): + """ + Function that returns a seed for calculating read counts + By default each replicate has a unique seed + If the param same_dist_rep is True, return a single seed for all replicates + """ + try: + same_dist_rep = config["same_dist_rep"] + if same_dist_rep: + return general_seed + except KeyError: + return rep2seed[int(rep)] + + +input_val = get_input_value(config["input_table_path"]) + + +rule create_read_counts_table: + """ + Rule for generating a table per sample with read counts for each genome + """ + input: + input_tb=config["input_table_path"], + assemblies_tb=f"{community_name}-assemblies-summary.tsv", + output: + rc_table="readcounts-{community}-{rep}.tsv", + params: + value=input_val, + seed=lambda wildcards: get_read_counts_seed( + wildcards.rep, seed_dic, config["seed"] + ), + log: + "logs/read_counts_table/{community}-{rep}.txt", + script: + "read_counts_table.py" + + +rule decompress_assemblies: + input: + f"assembly_gz/{community_name}/{{assemblyname}}_genomic.fna.gz", + output: + temp( + f"assembly_gz/{community_name}/{{assemblyname,[0-9a-zA-Z._-]+}}_genomic.fna" + ), + benchmark: + "benchmark/decompress/{assemblyname}.txt" + shell: + "zcat {input[0]} > {output}" + + +rule merge_contigs: + input: + f"assembly_gz/{community_name}/{{assemblyname}}_genomic.fna", + output: + temp("assembly_gz/{community,[-_0-9a-zA-Z]+}-{assemblyname,[0-9a-zA-Z._-]+}.fa"), + benchmark: + "benchmark/merge/{community}-{assemblyname}.txt" + script: + "merge_contigs.py" + + +if config["seq_tech"] == "illumina": + + def get_read_num(wildcards, table): + if not os.path.exists(table): + return -1 + with open(table) as f: + tb = pd.read_csv(f, delimiter="\t", index_col="AssemblyNames") + reads = tb.loc[wildcards.assemblyname]["Reads"] + return reads + + if config["read_status"] == "paired": + + rule generate_illumina_paired_reads: + input: + fa="assembly_gz/{community}-{assemblyname}.fa", + tab="readcounts-{community}-{rep}.tsv", + output: + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R1.fq" + ), + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R2.fq" + ), + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R.sam" + ), + params: + seq_system=config["illumina_sequencing_system"], + read_length=config["illumina_read_len"], + mean_frag_len=config["illumina_mean_frag_len"], + sd=config["illumina_sd_frag_len"], + read_num=lambda wildcards, input: get_read_num(wildcards, input.tab), + random_seed=lambda wildcards: seed_dic[int(wildcards.rep)], + resources: + nb_simulation=1, + log: + "logs/art_illumina/{community}-replicate-{rep}-{assemblyname}.log", + benchmark: + "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" + shell: + """ + art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -na -sam \ + -i {input.fa} -p -nf 1 -m {params.mean_frag_len} -s {params.sd} -l {params.read_length} -c {params.read_num} \ + -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_R &> {log} + """ + + if config["read_status"] == "single": + + rule generate_illumina_single_reads: + input: + fa="assembly_gz/{community}-{assemblyname}.fa", + tab="readcounts-{community}-{rep}.tsv", + output: + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.fq" + ), + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.sam" + ), + params: + seq_system=config["illumina_sequencing_system"], + read_length=config["illumina_read_len"], + read_num=lambda wildcards, input: get_read_num(wildcards, input.tab), + random_seed=lambda wildcards: seed_dic[int(wildcards.rep)], + resources: + nb_simulation=1, + log: + "logs/art_illumina/{community}-{rep}-{assemblyname}.log", + benchmark: + "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" + shell: + """ + art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -sam \ + -na -i {input.fa} -nf 1 -l {params.read_length} -c {params.read_num} \ + -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_single &> {log} + """ + + def get_sam(pairing): + if pairing == "single": + return "simreads/{community}-{rep}-{assemblyname}_single.sam" + else: + return "simreads/{community}-{rep}-{assemblyname}_R.sam" + + rule convert_sam_to_bam_files: + input: + get_sam(config["read_status"]), + output: + "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", + log: + "logs/bam/{community}-{rep}-{assemblyname}.log", + shell: + """ + bioconvert {input} {output} 2> {log} + """ + +elif config["seq_tech"] == "ont" or config["seq_tech"] == "pacbio": + + def get_coverage(wildcards, table): + if not os.path.exists(table): + return -1 + with open(table) as f: + tb = pd.read_csv(f, delimiter="\t", index_col="AssemblyNames") + cov = tb.loc[wildcards.assemblyname]["Coverage"] + return cov + + rule generate_long_reads: + input: + fa="assembly_gz/{community}-{assemblyname}.fa", + tab="readcounts-{community}-{rep}.tsv", + output: + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.fastq" + ), + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.maf" + ), + temp( + "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.ref" + ), + params: + chemistry=config["chemistry"], + min_read_len=config["longreads_min_len"], + max_read_len=config["longreads_max_len"], + sd_read_len=config["longreads_sd_len"], + mean_read_len=config["longreads_mean_len"], + accuracy=config["longreads_mean_acc"], + diff_ratio=config["difference_ratio"], + coverage=lambda wildcards, input: get_coverage(wildcards, input.tab), + seed=lambda wildcards: seed_dic[int(wildcards.rep)], + resources: + nb_simulation=1, + log: + "logs/pbsim2/{community}-replicate-{rep}-{assemblyname}.log", + benchmark: + "benchmark/pbsim2/{community}-{rep}-{assemblyname}.txt" + shell: + """ + pbsim --prefix simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname} \ + --id-prefix {wildcards.assemblyname} --depth {params.coverage} --length-min {params.min_read_len} \ + --length-max {params.max_read_len} --difference-ratio {params.diff_ratio} --seed {params.seed} \ + --hmm_model ${{CONDA_PREFIX}}/data/{params.chemistry}.model --length-mean {params.mean_read_len} \ + --length-sd {params.sd_read_len} {input.fa} &> {log} + """ + + rule convert_maf_to_bam_files: + input: + "simreads/{community}-{rep}-{assemblyname}_0001.maf", + output: + sam=temp( + "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.sam" + ), + bam="bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", + log: + "logs/bam/{community}-{rep}-{assemblyname}.log", + shell: + """ + bioconvert {input} {output.sam} 2>> {log} + bioconvert {output.sam} {output.bam} 2>> {log} + """ + + +def concat_fastq(wildcards): + try: + directory = config["assemblies_dir"] + files = glob.glob(os.path.join(directory, "*_genomic.fna*")) + assemblynames = [file.split("/")[-1].split("_genomic.fna")[0] for file in files] + except KeyError: + checkpoint_directory = f"assembly_gz/{community_name}/" + assemblynames = glob_wildcards( + os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") + ).i + print("assemblynames", assemblynames) + if config["seq_tech"] == "illumina": + return expand( + "simreads/{community}-{{rep}}-{assemblyname}_{{rd}}.fq", + community=community_name, + assemblyname=assemblynames, + ) + elif config["seq_tech"] == "ont" or config["seq_tech"] == "pacbio": + return expand( + "simreads/{community}-{{rep}}-{assemblyname}_0001.fastq", + community=community_name, + assemblyname=assemblynames, + ) + + +rule concat_fastqs: + input: + concat_fastq, + output: + temp("simreads/{community}-{rep}_{rd}.unshuffled.fq"), + resources: + parallel_cat=1, + benchmark: + "benchmark/concat/{community}-{rep}_{rd}.txt" + shell: + """ + cat {input} > {output} + """ + + +rule shuffle_fastqs: + input: + "simreads/{community}-{rep}_{rd}.unshuffled.fq", + output: + "simreads/{community}-{rep}_{rd}.fq.gz", + params: + seed=lambda wildcards: seed_dic[int(wildcards.rep)], + log: + "logs/shuffling/{community}-{rep}_{rd}.log", + benchmark: + "benchmark/shuffle/{community}-{rep}_{rd}.txt" + threads: 10 + shell: + """ + seqkit shuffle {input} -j {threads} -s {params.seed} -o {output} &> {log} + """ + + +rule get_taxonomic_profile: + input: + reads="simreads/{community}-{rep}_{rd}.fq.gz", + table="readcounts-{community}-{rep}.tsv", + output: + tax="taxonomy-{community}-{rep}_{rd}.tsv", + krona="krona/{community}-{rep}_{rd}.txt", + params: + config["seq_tech"], + benchmark: + "benchmark/taxonomic_profile/{community}-{rep}_{rd}.txt" + script: + "true-read-counts.py" + + +rule create_krona_chart: + input: + "krona/{community}-{rep}_{rd}.txt", + output: + "krona/{community}-{rep}_{rd}.html", + log: + "logs/krona/{community}-{rep}_{rd}.log", + shell: + "ktImportText -o {output} {input} &> {log}" From 985c7499f5a656acc46e6a8a504d7e6f5bc893e6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 17 Oct 2023 16:08:49 +0200 Subject: [PATCH 004/365] updated dependecies --- mess.yml | 13 +++++++++++++ messenv.yml | 19 ------------------- 2 files changed, 13 insertions(+), 19 deletions(-) create mode 100644 mess.yml delete mode 100644 messenv.yml diff --git a/mess.yml b/mess.yml new file mode 100644 index 0000000..1ff2f05 --- /dev/null +++ b/mess.yml @@ -0,0 +1,13 @@ +channels: + - conda-forge + - bioconda + - defaults + +dependencies: + - assembly_finder >=0.3.1 + - art >=2016.06.05 + - bioconvert >=0.4.3 + - click >=7 + - krona >=2.8 + - pbsim2 >= 2.0.1 + - seqkit >= 0.16.0 diff --git a/messenv.yml b/messenv.yml deleted file mode 100644 index bd3aeee..0000000 --- a/messenv.yml +++ /dev/null @@ -1,19 +0,0 @@ -name: mess -channels: - - bioconda - - conda-forge - - metagenlab - - HCC -dependencies: - - aspera-cli = 3.9.1 - - assembly_finder = 0.2.0 - - ete3 = 3.1.2 - - art = 2016.06.05 - - bioconvert = 0.4.3 - - click = 7 - - krona = 2.8 - - pandas = 1.2.2 - - pbsim2 = 2.0.1 - - snakemake-minimal = 6.2.1 - - seqkit = 0.16.0 - - biopython = 1.78 From 8c64e7aa88f1a1d44f05de993ffa6a53fed37395 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 17 Oct 2023 16:09:11 +0200 Subject: [PATCH 005/365] updated assembly_finder command --- mess/bin/Snakefile | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/mess/bin/Snakefile b/mess/bin/Snakefile index 98cdd3e..0037b7a 100644 --- a/mess/bin/Snakefile +++ b/mess/bin/Snakefile @@ -13,18 +13,19 @@ if config["seq_tech"] == "illumina" and config["read_status"] == "paired": checkpoint download_assemblies: + input: + config["input_table_path"], output: - f"{community_name}-assemblies-summary.tsv", + f"{community_name}/assembly_summary.tsv", params: - input_table=config["input_table_path"], ncbi_key=config["NCBI_key"], ncbi_email=config["NCBI_email"], complete_assemblies=config["complete_assemblies"], filter_rank=config["Rank_to_filter_by"], - output_prefix=f"{community_name}", + prefix=f"{community_name}", shell: """ - af run --nolock --input-table {params.input_table} --output_prefix {params.output_prefix} --ncbi_key {params.ncbi_key} --ncbi_email {params.ncbi_email} --complete_assemblies {params.complete_assemblies} --filter_rank {params.filter_rank} + assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} """ From 89df0712d8a9b95be685610c49751363e913205b Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 17 Oct 2023 16:09:36 +0200 Subject: [PATCH 006/365] updated path to snakefile --- mess/mess.py | 35 ++++++++++++++++++++++++----------- 1 file changed, 24 insertions(+), 11 deletions(-) diff --git a/mess/mess.py b/mess/mess.py index 026bc64..24603a6 100644 --- a/mess/mess.py +++ b/mess/mess.py @@ -6,6 +6,7 @@ import click import subprocess from mess import __version__ + logging.basicConfig( level=logging.INFO, datefmt="%Y-%m-%d %H:%M", @@ -15,7 +16,7 @@ def get_snakefile(): thisdir = os.path.abspath(os.path.dirname(__file__)) - sf = os.path.join(thisdir, 'scripts', 'Snakefile') + sf = os.path.join(thisdir, "bin", "Snakefile") if not os.path.exists(sf): sys.exit(f"Unable to locate the Snakemake workflow file at {sf}") return sf @@ -26,14 +27,14 @@ def get_snakefile(): @click.pass_context def cli(obj): """ - MeSS is a snakemake workflow used for simulating metagenomic mock communities + MeSS is a snakemake pipeline used for simulating long and short reads metagenomic mock communities """ @cli.command( "run", context_settings=dict(ignore_unknown_options=True), - short_help="run all MeSS pipeline steps" + short_help="run all MeSS pipeline steps", ) @click.option( "-f", @@ -84,30 +85,42 @@ def cli(obj): default=2, ) @click.argument("snakemake_args", nargs=-1, type=click.UNPROCESSED) -def run_workflow(conda_prefix, config_file, dryrun_status, ncbi_requests, nb_sim, nb_cat, cores, snakemake_args): +def run_workflow( + conda_prefix, + config_file, + dryrun_status, + ncbi_requests, + nb_sim, + nb_cat, + cores, + snakemake_args, +): """ Runs MeSS pipeline with all steps """ if config_file is None: - config_file = 'config.yml' + config_file = "config.yml" if not os.path.exists(config_file): - logging.critical(f"config-file not found: {config_file}\n" - "make sure your config.yml is in your working directory") + logging.critical( + f"config-file not found: {config_file}\n" + "make sure your config.yml is in your working directory" + ) sys.exit(1) if dryrun_status: - dryrun = '-n' + dryrun = "-n" else: - dryrun = '' + dryrun = "" if conda_prefix is None: - conda_prefix = os.environ['CONDA_PREFIX'] + conda_prefix = os.environ["CONDA_PREFIX"] if not os.path.exists(conda_prefix): logging.critical(f"conda env path not found: {conda_prefix}") sys.exit(1) cmd = ( f"snakemake --snakefile {get_snakefile()} --configfile {config_file} --use-conda --conda-prefix {conda_prefix} " f" --resources ncbi_requests={ncbi_requests} nb_simulation={nb_sim} parallel_cat={nb_cat} --cores {cores} " - f"all_sim {dryrun} {' '.join(snakemake_args)}") + f"all_sim {dryrun} {' '.join(snakemake_args)}" + ) logging.info("Executing: %s" % cmd) try: subprocess.check_call(cmd, shell=True) From eaadf04b75585989577bf51ed34c20e0ce9784b6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 19 Oct 2023 09:26:50 +0200 Subject: [PATCH 007/365] removed v in version --- __init__.py | 1 + 1 file changed, 1 insertion(+) create mode 100644 __init__.py diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..3ced358 --- /dev/null +++ b/__init__.py @@ -0,0 +1 @@ +__version__ = "0.2.1" From 1b5877000251fce251abbc78199edec1b9cce5dd Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 19 Oct 2023 09:48:00 +0200 Subject: [PATCH 008/365] moved to parent dir --- {mess/bin => bin}/Snakefile | 0 {mess/bin => bin}/merge_contigs.py | 0 {mess/bin => bin}/read_counts_table.py | 0 {mess/bin => bin}/simulate_reads.smk | 0 {mess/bin => bin}/true-read-counts.py | 0 mess/__init__.py | 1 - mess/mess.py | 134 ------------------------- 7 files changed, 135 deletions(-) rename {mess/bin => bin}/Snakefile (100%) rename {mess/bin => bin}/merge_contigs.py (100%) rename {mess/bin => bin}/read_counts_table.py (100%) rename {mess/bin => bin}/simulate_reads.smk (100%) rename {mess/bin => bin}/true-read-counts.py (100%) delete mode 100644 mess/__init__.py delete mode 100644 mess/mess.py diff --git a/mess/bin/Snakefile b/bin/Snakefile similarity index 100% rename from mess/bin/Snakefile rename to bin/Snakefile diff --git a/mess/bin/merge_contigs.py b/bin/merge_contigs.py similarity index 100% rename from mess/bin/merge_contigs.py rename to bin/merge_contigs.py diff --git a/mess/bin/read_counts_table.py b/bin/read_counts_table.py similarity index 100% rename from mess/bin/read_counts_table.py rename to bin/read_counts_table.py diff --git a/mess/bin/simulate_reads.smk b/bin/simulate_reads.smk similarity index 100% rename from mess/bin/simulate_reads.smk rename to bin/simulate_reads.smk diff --git a/mess/bin/true-read-counts.py b/bin/true-read-counts.py similarity index 100% rename from mess/bin/true-read-counts.py rename to bin/true-read-counts.py diff --git a/mess/__init__.py b/mess/__init__.py deleted file mode 100644 index a4c11b1..0000000 --- a/mess/__init__.py +++ /dev/null @@ -1 +0,0 @@ -__version__ = "v0.2.1" \ No newline at end of file diff --git a/mess/mess.py b/mess/mess.py deleted file mode 100644 index 24603a6..0000000 --- a/mess/mess.py +++ /dev/null @@ -1,134 +0,0 @@ -# Parts of this wrapper are inspired by atlas, an easy-to-use metagenomic pipeline based on snakemake. -# Go check it out on https://github.com/metagenome-atlas/atlas -import logging -import os -import sys -import click -import subprocess -from mess import __version__ - -logging.basicConfig( - level=logging.INFO, - datefmt="%Y-%m-%d %H:%M", - format="[%(asctime)s %(levelname)s] %(message)s", -) - - -def get_snakefile(): - thisdir = os.path.abspath(os.path.dirname(__file__)) - sf = os.path.join(thisdir, "bin", "Snakefile") - if not os.path.exists(sf): - sys.exit(f"Unable to locate the Snakemake workflow file at {sf}") - return sf - - -@click.group(context_settings=dict(help_option_names=["-h", "--help"])) -@click.version_option(__version__) -@click.pass_context -def cli(obj): - """ - MeSS is a snakemake pipeline used for simulating long and short reads metagenomic mock communities - """ - - -@cli.command( - "run", - context_settings=dict(ignore_unknown_options=True), - short_help="run all MeSS pipeline steps", -) -@click.option( - "-f", - "--config-file", - type=click.Path(exists=True, resolve_path=True), - help="path to MeSS configfile", -) -@click.option( - "-p", - "--conda-prefix", - type=click.Path(exists=True, resolve_path=True), - help="path to conda environment", -) -@click.option( - "-n", - "--dryrun_status", - is_flag=True, - default=False, - show_default=True, - help="Snakemake dryrun to see the scheduling plan", -) -@click.option( - "-nr", - "--ncbi_requests", - type=int, - help="number of ncbi requests, check https://github.com/metagenlab/mess for more details", - default=3, -) -@click.option( - "-ns", - "--nb_sim", - type=int, - help="number of genomes to simulate in parallel, check https://github.com/metagenlab/mess for more details", - default=2, -) -@click.option( - "-nc", - "--nb_cat", - type=int, - help="number of genomes to concatenate in parallel, check https://github.com/metagenlab/mess for more details", - default=2, -) -@click.option( - "-c", - "--cores", - type=int, - help="number of cores to allow for the workflow", - default=2, -) -@click.argument("snakemake_args", nargs=-1, type=click.UNPROCESSED) -def run_workflow( - conda_prefix, - config_file, - dryrun_status, - ncbi_requests, - nb_sim, - nb_cat, - cores, - snakemake_args, -): - """ - Runs MeSS pipeline with all steps - """ - if config_file is None: - config_file = "config.yml" - - if not os.path.exists(config_file): - logging.critical( - f"config-file not found: {config_file}\n" - "make sure your config.yml is in your working directory" - ) - sys.exit(1) - if dryrun_status: - dryrun = "-n" - else: - dryrun = "" - if conda_prefix is None: - conda_prefix = os.environ["CONDA_PREFIX"] - if not os.path.exists(conda_prefix): - logging.critical(f"conda env path not found: {conda_prefix}") - sys.exit(1) - cmd = ( - f"snakemake --snakefile {get_snakefile()} --configfile {config_file} --use-conda --conda-prefix {conda_prefix} " - f" --resources ncbi_requests={ncbi_requests} nb_simulation={nb_sim} parallel_cat={nb_cat} --cores {cores} " - f"all_sim {dryrun} {' '.join(snakemake_args)}" - ) - logging.info("Executing: %s" % cmd) - try: - subprocess.check_call(cmd, shell=True) - except subprocess.CalledProcessError as e: - # removes the traceback - logging.critical(e) - exit(1) - - -if __name__ == "__main__": - cli() From 543f894c1be7588d78b0e46d8d782ef43b56b014 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 19 Oct 2023 09:48:11 +0200 Subject: [PATCH 009/365] removed manifest --- MANIFEST.in | 1 - 1 file changed, 1 deletion(-) delete mode 100644 MANIFEST.in diff --git a/MANIFEST.in b/MANIFEST.in deleted file mode 100644 index 5948426..0000000 --- a/MANIFEST.in +++ /dev/null @@ -1 +0,0 @@ -recursive-include mess * \ No newline at end of file From 40fc516b7766ef6c3cb0d319ff36faf43e5b9cd1 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 19 Oct 2023 09:58:31 +0200 Subject: [PATCH 010/365] removed docs --- docs/Makefile | 20 ------ docs/conf.py | 55 --------------- docs/index.rst | 24 ------- docs/make.bat | 35 --------- images/dag.svg | 187 ------------------------------------------------- mess.py | 149 +++++++++++++++++++++++++++++++++++++++ 6 files changed, 149 insertions(+), 321 deletions(-) delete mode 100644 docs/Makefile delete mode 100644 docs/conf.py delete mode 100644 docs/index.rst delete mode 100644 docs/make.bat delete mode 100644 images/dag.svg create mode 100644 mess.py diff --git a/docs/Makefile b/docs/Makefile deleted file mode 100644 index d4bb2cb..0000000 --- a/docs/Makefile +++ /dev/null @@ -1,20 +0,0 @@ -# Minimal makefile for Sphinx documentation -# - -# You can set these variables from the command line, and also -# from the environment for the first two. -SPHINXOPTS ?= -SPHINXBUILD ?= sphinx-build -SOURCEDIR = . -BUILDDIR = _build - -# Put it first so that "make" without argument is like "make help". -help: - @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - -.PHONY: help Makefile - -# Catch-all target: route all unknown targets to Sphinx using the new -# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). -%: Makefile - @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/conf.py b/docs/conf.py deleted file mode 100644 index c882c09..0000000 --- a/docs/conf.py +++ /dev/null @@ -1,55 +0,0 @@ -# Configuration file for the Sphinx documentation builder. -# -# This file only contains a selection of the most common options. For a full -# list see the documentation: -# https://www.sphinx-doc.org/en/master/usage/configuration.html - -# -- Path setup -------------------------------------------------------------- - -# If extensions (or modules to document with autodoc) are in another directory, -# add these directories to sys.path here. If the directory is relative to the -# documentation root, use os.path.abspath to make it absolute, like shown here. -# -# import os -# import sys -# sys.path.insert(0, os.path.abspath('.')) - - -# -- Project information ----------------------------------------------------- - -project = 'MeSS' -copyright = '2021, idfarbanecha' -author = 'idfarbanecha' - -# The full version, including alpha/beta/rc tags -release = '0.2.0' - - -# -- General configuration --------------------------------------------------- - -# Add any Sphinx extension module names here, as strings. They can be -# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom -# ones. -extensions = [ -] - -# Add any paths that contain templates here, relative to this directory. -templates_path = ['_templates'] - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -# This pattern also affects html_static_path and html_extra_path. -exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store'] - - -# -- Options for HTML output ------------------------------------------------- - -# The theme to use for HTML and HTML Help pages. See the documentation for -# a list of builtin themes. -# -html_theme = 'alabaster' - -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. They are copied after the builtin static files, -# so a file named "default.css" will overwrite the builtin "default.css". -html_static_path = ['_static'] diff --git a/docs/index.rst b/docs/index.rst deleted file mode 100644 index 2456bfc..0000000 --- a/docs/index.rst +++ /dev/null @@ -1,24 +0,0 @@ -.. MeSS documentation master file, created by - sphinx-quickstart on Thu Jun 3 14:48:26 2021. - You can adapt this file completely to your liking, but it should at least - contain the root `toctree` directive. - -Welcome to MeSS's documentation! -================================ - -.. toctree:: - :caption: Getting started - :name: getting_started - :hidden: - :maxdepth: 1 - - - - - -Indices and tables -================== - -* :ref:`genindex` -* :ref:`modindex` -* :ref:`search` diff --git a/docs/make.bat b/docs/make.bat deleted file mode 100644 index 2119f51..0000000 --- a/docs/make.bat +++ /dev/null @@ -1,35 +0,0 @@ -@ECHO OFF - -pushd %~dp0 - -REM Command file for Sphinx documentation - -if "%SPHINXBUILD%" == "" ( - set SPHINXBUILD=sphinx-build -) -set SOURCEDIR=. -set BUILDDIR=_build - -if "%1" == "" goto help - -%SPHINXBUILD% >NUL 2>NUL -if errorlevel 9009 ( - echo. - echo.The 'sphinx-build' command was not found. Make sure you have Sphinx - echo.installed, then set the SPHINXBUILD environment variable to point - echo.to the full path of the 'sphinx-build' executable. Alternatively you - echo.may add the Sphinx directory to PATH. - echo. - echo.If you don't have Sphinx installed, grab it from - echo.http://sphinx-doc.org/ - exit /b 1 -) - -%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% -goto end - -:help -%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% - -:end -popd diff --git a/images/dag.svg b/images/dag.svg deleted file mode 100644 index 4e32983..0000000 --- a/images/dag.svg +++ /dev/null @@ -1,187 +0,0 @@ - - - - - - -snakemake_dag - - - -0 - -all_sim - - - -1 - -compress_fastq - - - -1->0 - - - - - -2 - -create_krona_chart - - - -2->0 - - - - - -3 - -shuffle_fastq - - - -3->1 - - - - - -4 - -create_read_counts_table - - - -4->2 - - - - - -7 - -generate_reads - - - -4->7 - - - - - -5 - -combine_fastq - - - -5->3 - - - - - -6 - -get_read_proportions - - - -6->4 - - - - - -7->5 - - - - - -8 - -download_assemblies - - - -8->6 - - - - - -11 - -decompress_assemblies - - - -8->11 - - - - - -9 - -merge_contigs - - - -9->7 - - - - - -10 - -combine_assembly_tables - - - -10->8 - - - - - -11->9 - - - - - -12 - -filter_assembly_tables - - - -12->10 - - - - - -13 - -generate_assembly_tables - - - -13->12 - - - - - diff --git a/mess.py b/mess.py new file mode 100644 index 0000000..dc24a39 --- /dev/null +++ b/mess.py @@ -0,0 +1,149 @@ +# Parts of this wrapper are inspired by atlas, an easy-to-use metagenomic pipeline based on snakemake. +# Go check it out on https://github.com/metagenome-atlas/atlas +import logging +import os +import sys +import click +import subprocess + +logging.basicConfig( + level=logging.INFO, + datefmt="%Y-%m-%d %H:%M", + format="[%(asctime)s %(levelname)s] %(message)s", +) + +""" +Functions +""" + + +def get_version(): + thisdir = os.path.abspath(os.path.dirname(__file__)) + init = os.path.join(thisdir, "__init__.py") + return open(init).readline().split(" = ")[1].replace('"', "") + + +def get_snakefile(): + thisdir = os.path.abspath(os.path.dirname(__file__)) + sf = os.path.join(thisdir, "bin", "Snakefile") + if not os.path.exists(sf): + sys.exit(f"Unable to locate the Snakemake workflow file at {sf}") + return sf + + +""" +Main +""" +version = get_version() + + +@click.group(context_settings=dict(help_option_names=["-h", "--help"])) +@click.version_option(version) +@click.pass_context +def cli(obj): + """ + MeSS is a snakemake pipeline used for simulating long and short reads metagenomic mock communities + """ + + +@cli.command( + "run", + context_settings=dict(ignore_unknown_options=True), + short_help="run all MeSS pipeline steps", +) +@click.option( + "-f", + "--config-file", + type=click.Path(exists=True, resolve_path=True), + help="path to MeSS configfile", +) +@click.option( + "-p", + "--conda-prefix", + type=click.Path(exists=True, resolve_path=True), + help="path to conda environment", +) +@click.option( + "-n", + "--dryrun_status", + is_flag=True, + default=False, + show_default=True, + help="Snakemake dryrun to see the scheduling plan", +) +@click.option( + "-nr", + "--ncbi_requests", + type=int, + help="number of ncbi requests, check https://github.com/metagenlab/mess for more details", + default=3, +) +@click.option( + "-ns", + "--nb_sim", + type=int, + help="number of genomes to simulate in parallel, check https://github.com/metagenlab/mess for more details", + default=2, +) +@click.option( + "-nc", + "--nb_cat", + type=int, + help="number of genomes to concatenate in parallel, check https://github.com/metagenlab/mess for more details", + default=2, +) +@click.option( + "-c", + "--cores", + type=int, + help="number of cores to allow for the workflow", + default=2, +) +@click.argument("snakemake_args", nargs=-1, type=click.UNPROCESSED) +def run_workflow( + conda_prefix, + config_file, + dryrun_status, + ncbi_requests, + nb_sim, + nb_cat, + cores, + snakemake_args, +): + """ + Runs MeSS pipeline with all steps + """ + if config_file is None: + config_file = "config.yml" + + if not os.path.exists(config_file): + logging.critical( + f"config-file not found: {config_file}\n" + "make sure your config.yml is in your working directory" + ) + sys.exit(1) + if dryrun_status: + dryrun = "-n" + else: + dryrun = "" + if conda_prefix is None: + conda_prefix = os.environ["CONDA_PREFIX"] + if not os.path.exists(conda_prefix): + logging.critical(f"conda env path not found: {conda_prefix}") + sys.exit(1) + cmd = ( + f"snakemake --snakefile {get_snakefile()} --configfile {config_file} --use-conda --conda-prefix {conda_prefix} " + f" --resources ncbi_requests={ncbi_requests} nb_simulation={nb_sim} parallel_cat={nb_cat} --cores {cores} " + f"all_sim {dryrun} {' '.join(snakemake_args)}" + ) + logging.info("Executing: %s" % cmd) + try: + subprocess.check_call(cmd, shell=True) + except subprocess.CalledProcessError as e: + # removes the traceback + logging.critical(e) + exit(1) + + +if __name__ == "__main__": + cli() From dc0853c4da6127d76a9fa7c75147337da367a75a Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 19 Oct 2023 11:20:32 +0200 Subject: [PATCH 011/365] added config dir --- config.yml => config/config.yml | 0 input_table.tsv => config/input_table.tsv | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename config.yml => config/config.yml (100%) rename input_table.tsv => config/input_table.tsv (100%) diff --git a/config.yml b/config/config.yml similarity index 100% rename from config.yml rename to config/config.yml diff --git a/input_table.tsv b/config/input_table.tsv similarity index 100% rename from input_table.tsv rename to config/input_table.tsv From 0a880ff92954faa7da9dd50deaa410e6512a358f Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 19 Oct 2023 15:28:45 +0200 Subject: [PATCH 012/365] updated env --- env.yml | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 env.yml diff --git a/env.yml b/env.yml new file mode 100644 index 0000000..1208f5b --- /dev/null +++ b/env.yml @@ -0,0 +1,12 @@ +name: mess +channels: + - conda-forge + - bioconda + - defaults +dependencies: + - assembly_finder >=0.3.2 + - art >=2016.06.05 + - bioconvert >=0.4.3 + - krona >=2.8 + - pbsim2 >= 2.0.1 + - seqkit >= 0.16.0 From c5b3b8f3481f1264da5d436b6c2d57b59fdbf5e5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 19 Oct 2023 15:29:17 +0200 Subject: [PATCH 013/365] changed dir structure --- __init__.py | 1 - mess.yml | 13 ------ mess/__init__.py | 1 + {bin => mess/bin}/Snakefile | 46 +++++++++---------- {bin => mess/bin}/merge_contigs.py | 0 {bin => mess/bin}/read_counts_table.py | 0 {bin => mess/bin}/simulate_reads.smk | 29 +++++++++--- {bin => mess/bin}/true-read-counts.py | 0 {config => mess/config}/config.yml | 0 {config => mess/config}/input_table.tsv | 0 .../buccal_mucosa/SRS013506-sim.tsv | 0 .../buccal_mucosa/SRS013506-sim.yml | 0 .../buccal_mucosa/SRS019352-sim.tsv | 0 .../buccal_mucosa/SRS019352-sim.yml | 0 .../buccal_mucosa/SRS050029-sim.tsv | 0 .../buccal_mucosa/SRS050029-sim.yml | 0 .../buccal_mucosa/SRS054569-sim.tsv | 0 .../buccal_mucosa/SRS054569-sim.yml | 0 .../buccal_mucosa/SRS056042-sim.tsv | 0 .../buccal_mucosa/SRS056042-sim.yml | 0 .../hmp_templates/gut/SRS1041031-sim.tsv | 0 .../hmp_templates/gut/SRS1041031-sim.yml | 0 .../hmp_templates/gut/SRS1041129-sim.tsv | 0 .../hmp_templates/gut/SRS1041129-sim.yml | 0 .../data}/hmp_templates/gut/SRS104912-sim.tsv | 0 .../data}/hmp_templates/gut/SRS104912-sim.yml | 0 .../data}/hmp_templates/gut/SRS105082-sim.tsv | 0 .../data}/hmp_templates/gut/SRS105082-sim.yml | 0 .../data}/hmp_templates/gut/SRS147088-sim.tsv | 0 .../data}/hmp_templates/gut/SRS147088-sim.yml | 0 .../hmp_templates/throat/SRS014475-sim.tsv | 0 .../hmp_templates/throat/SRS014475-sim.yml | 0 .../hmp_templates/throat/SRS014689-sim.tsv | 0 .../hmp_templates/throat/SRS014689-sim.yml | 0 .../hmp_templates/throat/SRS065335-sim.tsv | 0 .../hmp_templates/throat/SRS065335-sim.yml | 0 .../hmp_templates/throat/SRS143032-sim.tsv | 0 .../hmp_templates/throat/SRS143032-sim.yml | 0 .../hmp_templates/throat/SRS144378-sim.tsv | 0 .../hmp_templates/throat/SRS144378-sim.yml | 0 .../hmp_templates/vagina/SRS097885-sim.tsv | 0 .../hmp_templates/vagina/SRS097885-sim.yml | 0 .../hmp_templates/vagina/SRS098585-sim.tsv | 0 .../hmp_templates/vagina/SRS098585-sim.yml | 0 .../hmp_templates/vagina/SRS142957-sim.tsv | 0 .../hmp_templates/vagina/SRS142957-sim.yml | 0 .../hmp_templates/vagina/SRS143776-sim.tsv | 0 .../hmp_templates/vagina/SRS143776-sim.yml | 0 .../hmp_templates/vagina/SRS146847-sim.tsv | 0 .../hmp_templates/vagina/SRS146847-sim.yml | 0 mess.py => mess/mess.py | 0 setup.py | 30 ++++++------ 52 files changed, 58 insertions(+), 62 deletions(-) delete mode 100644 __init__.py delete mode 100644 mess.yml create mode 100644 mess/__init__.py rename {bin => mess/bin}/Snakefile (65%) rename {bin => mess/bin}/merge_contigs.py (100%) rename {bin => mess/bin}/read_counts_table.py (100%) rename {bin => mess/bin}/simulate_reads.smk (93%) rename {bin => mess/bin}/true-read-counts.py (100%) rename {config => mess/config}/config.yml (100%) rename {config => mess/config}/input_table.tsv (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS013506-sim.tsv (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS013506-sim.yml (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS019352-sim.tsv (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS019352-sim.yml (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS050029-sim.tsv (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS050029-sim.yml (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS054569-sim.tsv (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS054569-sim.yml (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS056042-sim.tsv (100%) rename {data => mess/data}/hmp_templates/buccal_mucosa/SRS056042-sim.yml (100%) rename {data => mess/data}/hmp_templates/gut/SRS1041031-sim.tsv (100%) rename {data => mess/data}/hmp_templates/gut/SRS1041031-sim.yml (100%) rename {data => mess/data}/hmp_templates/gut/SRS1041129-sim.tsv (100%) rename {data => mess/data}/hmp_templates/gut/SRS1041129-sim.yml (100%) rename {data => mess/data}/hmp_templates/gut/SRS104912-sim.tsv (100%) rename {data => mess/data}/hmp_templates/gut/SRS104912-sim.yml (100%) rename {data => mess/data}/hmp_templates/gut/SRS105082-sim.tsv (100%) rename {data => mess/data}/hmp_templates/gut/SRS105082-sim.yml (100%) rename {data => mess/data}/hmp_templates/gut/SRS147088-sim.tsv (100%) rename {data => mess/data}/hmp_templates/gut/SRS147088-sim.yml (100%) rename {data => mess/data}/hmp_templates/throat/SRS014475-sim.tsv (100%) rename {data => mess/data}/hmp_templates/throat/SRS014475-sim.yml (100%) rename {data => mess/data}/hmp_templates/throat/SRS014689-sim.tsv (100%) rename {data => mess/data}/hmp_templates/throat/SRS014689-sim.yml (100%) rename {data => mess/data}/hmp_templates/throat/SRS065335-sim.tsv (100%) rename {data => mess/data}/hmp_templates/throat/SRS065335-sim.yml (100%) rename {data => mess/data}/hmp_templates/throat/SRS143032-sim.tsv (100%) rename {data => mess/data}/hmp_templates/throat/SRS143032-sim.yml (100%) rename {data => mess/data}/hmp_templates/throat/SRS144378-sim.tsv (100%) rename {data => mess/data}/hmp_templates/throat/SRS144378-sim.yml (100%) rename {data => mess/data}/hmp_templates/vagina/SRS097885-sim.tsv (100%) rename {data => mess/data}/hmp_templates/vagina/SRS097885-sim.yml (100%) rename {data => mess/data}/hmp_templates/vagina/SRS098585-sim.tsv (100%) rename {data => mess/data}/hmp_templates/vagina/SRS098585-sim.yml (100%) rename {data => mess/data}/hmp_templates/vagina/SRS142957-sim.tsv (100%) rename {data => mess/data}/hmp_templates/vagina/SRS142957-sim.yml (100%) rename {data => mess/data}/hmp_templates/vagina/SRS143776-sim.tsv (100%) rename {data => mess/data}/hmp_templates/vagina/SRS143776-sim.yml (100%) rename {data => mess/data}/hmp_templates/vagina/SRS146847-sim.tsv (100%) rename {data => mess/data}/hmp_templates/vagina/SRS146847-sim.yml (100%) rename mess.py => mess/mess.py (100%) diff --git a/__init__.py b/__init__.py deleted file mode 100644 index 3ced358..0000000 --- a/__init__.py +++ /dev/null @@ -1 +0,0 @@ -__version__ = "0.2.1" diff --git a/mess.yml b/mess.yml deleted file mode 100644 index 1ff2f05..0000000 --- a/mess.yml +++ /dev/null @@ -1,13 +0,0 @@ -channels: - - conda-forge - - bioconda - - defaults - -dependencies: - - assembly_finder >=0.3.1 - - art >=2016.06.05 - - bioconvert >=0.4.3 - - click >=7 - - krona >=2.8 - - pbsim2 >= 2.0.1 - - seqkit >= 0.16.0 diff --git a/mess/__init__.py b/mess/__init__.py new file mode 100644 index 0000000..493f741 --- /dev/null +++ b/mess/__init__.py @@ -0,0 +1 @@ +__version__ = "0.3.0" diff --git a/bin/Snakefile b/mess/bin/Snakefile similarity index 65% rename from bin/Snakefile rename to mess/bin/Snakefile index 0037b7a..cd408fe 100644 --- a/bin/Snakefile +++ b/mess/bin/Snakefile @@ -1,4 +1,4 @@ -include: "simulate_reads.rules" +include: "simulate_reads.smk" replicates = list(range(1, config["replicates"] + 1)) @@ -12,38 +12,19 @@ if config["seq_tech"] == "illumina" and config["read_status"] == "paired": read_direction = ["R1", "R2"] -checkpoint download_assemblies: - input: - config["input_table_path"], - output: - f"{community_name}/assembly_summary.tsv", - params: - ncbi_key=config["NCBI_key"], - ncbi_email=config["NCBI_email"], - complete_assemblies=config["complete_assemblies"], - filter_rank=config["Rank_to_filter_by"], - prefix=f"{community_name}", - shell: - """ - assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} - """ - - def assembly_and_bam_list(wildcards): try: directory = config["assemblies_dir"] - files = glob.glob(os.path.join(directory, "*_genomic.fna*")) - assemblynames = [file.split("/")[-1].split("_genomic.fna")[0] for file in files] - assemblies = expand( - f"assembly_gz/{community_name}/{{i}}_genomic.fna", i=assemblynames - ) + files = glob.glob(os.path.join(directory, "*.fna")) + assemblynames = [file.split("/")[-1].split(".fna")[0] for file in files] + assemblies = expand(f"{community_name}/assemblies/{{i}}.fna", i=assemblynames) except KeyError: - checkpoint_directory = f"assembly_gz/{community_name}/" + checkpoint_directory = f"{community_name}/assemblies" assemblynames = glob_wildcards( os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") ).i assemblies = expand( - f"assembly_gz/{community_name}/{{i}}_genomic.fna.gz", i=assemblynames + f"{checkpoint_directory}/{{i}}_genomic.fna.gz", i=assemblynames ) if config["bam"]: @@ -57,6 +38,21 @@ def assembly_and_bam_list(wildcards): return all +def downloads(wildcards, extension): + checkpoint_output = checkpoints.download_assemblies.get(**wildcards).output[0] + directory = "/".join((checkpoint_output.split("/")[0:2])) + return expand( + f"{community_name}/assemblies/{{i}}{extension}", + i=glob_wildcards(os.path.join(directory, f"{{i}}{extension}")).i, + ) + + +rule all_download: + input: + f"{community_name}/assembly_summary.tsv", + lambda wildcards: downloads(wildcards, ".fna.gz"), + + rule all_sim: input: expand( diff --git a/bin/merge_contigs.py b/mess/bin/merge_contigs.py similarity index 100% rename from bin/merge_contigs.py rename to mess/bin/merge_contigs.py diff --git a/bin/read_counts_table.py b/mess/bin/read_counts_table.py similarity index 100% rename from bin/read_counts_table.py rename to mess/bin/read_counts_table.py diff --git a/bin/simulate_reads.smk b/mess/bin/simulate_reads.smk similarity index 93% rename from bin/simulate_reads.smk rename to mess/bin/simulate_reads.smk index 1668f72..8e9fcb5 100644 --- a/bin/simulate_reads.smk +++ b/mess/bin/simulate_reads.smk @@ -60,13 +60,28 @@ def get_read_counts_seed(rep, rep2seed, general_seed): input_val = get_input_value(config["input_table_path"]) +checkpoint download_assemblies: + input: + config["input_table_path"], + output: + f"{community_name}/assembly_summary.tsv", + params: + ncbi_key=config["NCBI_key"], + ncbi_email=config["NCBI_email"], + prefix=f"{community_name}", + shell: + """ + assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} + """ + + rule create_read_counts_table: """ Rule for generating a table per sample with read counts for each genome """ input: input_tb=config["input_table_path"], - assemblies_tb=f"{community_name}-assemblies-summary.tsv", + assemblies_tb=f"{community_name}/assembly_summary.tsv", output: rc_table="readcounts-{community}-{rep}.tsv", params: @@ -82,10 +97,10 @@ rule create_read_counts_table: rule decompress_assemblies: input: - f"assembly_gz/{community_name}/{{assemblyname}}_genomic.fna.gz", + f"{community_name}/assemblies/{{assemblyname}}_genomic.fna.gz", output: temp( - f"assembly_gz/{community_name}/{{assemblyname,[0-9a-zA-Z._-]+}}_genomic.fna" + f"{community_name}/assemblies/{{assemblyname,[0-9a-zA-Z._-]+}}_genomic.fna" ), benchmark: "benchmark/decompress/{assemblyname}.txt" @@ -95,9 +110,9 @@ rule decompress_assemblies: rule merge_contigs: input: - f"assembly_gz/{community_name}/{{assemblyname}}_genomic.fna", + f"{community_name}/assemblies/{{assemblyname}}_genomic.fna", output: - temp("assembly_gz/{community,[-_0-9a-zA-Z]+}-{assemblyname,[0-9a-zA-Z._-]+}.fa"), + temp("{community,[-_0-9a-zA-Z]+}-{assemblyname,[0-9a-zA-Z._-]+}.fa"), benchmark: "benchmark/merge/{community}-{assemblyname}.txt" script: @@ -118,7 +133,7 @@ if config["seq_tech"] == "illumina": rule generate_illumina_paired_reads: input: - fa="assembly_gz/{community}-{assemblyname}.fa", + fa="{community}-{assemblyname}.fa", tab="readcounts-{community}-{rep}.tsv", output: temp( @@ -271,7 +286,7 @@ def concat_fastq(wildcards): files = glob.glob(os.path.join(directory, "*_genomic.fna*")) assemblynames = [file.split("/")[-1].split("_genomic.fna")[0] for file in files] except KeyError: - checkpoint_directory = f"assembly_gz/{community_name}/" + checkpoint_directory = f"{community_name}/assemblies" assemblynames = glob_wildcards( os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") ).i diff --git a/bin/true-read-counts.py b/mess/bin/true-read-counts.py similarity index 100% rename from bin/true-read-counts.py rename to mess/bin/true-read-counts.py diff --git a/config/config.yml b/mess/config/config.yml similarity index 100% rename from config/config.yml rename to mess/config/config.yml diff --git a/config/input_table.tsv b/mess/config/input_table.tsv similarity index 100% rename from config/input_table.tsv rename to mess/config/input_table.tsv diff --git a/data/hmp_templates/buccal_mucosa/SRS013506-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.tsv similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS013506-sim.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.tsv diff --git a/data/hmp_templates/buccal_mucosa/SRS013506-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.yml similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS013506-sim.yml rename to mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.yml diff --git a/data/hmp_templates/buccal_mucosa/SRS019352-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.tsv similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS019352-sim.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.tsv diff --git a/data/hmp_templates/buccal_mucosa/SRS019352-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.yml similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS019352-sim.yml rename to mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.yml diff --git a/data/hmp_templates/buccal_mucosa/SRS050029-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.tsv similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS050029-sim.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.tsv diff --git a/data/hmp_templates/buccal_mucosa/SRS050029-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.yml similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS050029-sim.yml rename to mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.yml diff --git a/data/hmp_templates/buccal_mucosa/SRS054569-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.tsv similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS054569-sim.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.tsv diff --git a/data/hmp_templates/buccal_mucosa/SRS054569-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.yml similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS054569-sim.yml rename to mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.yml diff --git a/data/hmp_templates/buccal_mucosa/SRS056042-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.tsv similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS056042-sim.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.tsv diff --git a/data/hmp_templates/buccal_mucosa/SRS056042-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.yml similarity index 100% rename from data/hmp_templates/buccal_mucosa/SRS056042-sim.yml rename to mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.yml diff --git a/data/hmp_templates/gut/SRS1041031-sim.tsv b/mess/data/hmp_templates/gut/SRS1041031-sim.tsv similarity index 100% rename from data/hmp_templates/gut/SRS1041031-sim.tsv rename to mess/data/hmp_templates/gut/SRS1041031-sim.tsv diff --git a/data/hmp_templates/gut/SRS1041031-sim.yml b/mess/data/hmp_templates/gut/SRS1041031-sim.yml similarity index 100% rename from data/hmp_templates/gut/SRS1041031-sim.yml rename to mess/data/hmp_templates/gut/SRS1041031-sim.yml diff --git a/data/hmp_templates/gut/SRS1041129-sim.tsv 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100644 --- a/setup.py +++ b/setup.py @@ -1,19 +1,17 @@ from setuptools import setup, find_packages from mess import __version__ -setup(name='MeSS', - version=__version__, - url='https://github.com/metagenlab/MeSS', - license='GPL-3', - author='Farid Chaabane', - author_email='faridchaabn@gmail.com', - description="MeSS is a snakemake workflow used for simulating metagenomic mock communities", - packages=find_packages(), - include_package_data=True, - data_files=[(".", ["LICENSE", "README.md"])], - entry_points={ - 'console_scripts': [ - 'mess = mess.mess:cli' - ] - }, - ) \ No newline at end of file +setup( + name="MeSS", + version=__version__, + url="https://github.com/metagenlab/MeSS", + license="GPL-3", + author="Farid Chaabane", + author_email="farid.chaabane@chuv.ch", + description="MeSS is a snakemake workflow used for simulating metagenomic mock communities", + packages=find_packages(), + package_data={"mess": ["bin/*"]}, + include_package_data=True, + data_files=[(".", ["LICENSE", "README.md"])], + entry_points={"console_scripts": ["mess = mess.mess:cli"]}, +) From da59d5e2ff8fa439bb1d4df4b91b818c0301f7aa Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 3 Nov 2023 15:14:12 +0100 Subject: [PATCH 014/365] added rule for assembly download --- mess/bin/Snakefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/bin/Snakefile b/mess/bin/Snakefile index cd408fe..3d37952 100644 --- a/mess/bin/Snakefile +++ b/mess/bin/Snakefile @@ -49,7 +49,7 @@ def downloads(wildcards, extension): rule all_download: input: - f"{community_name}/assembly_summary.tsv", + f"{community_name}/download/assembly_summary.tsv", lambda wildcards: downloads(wildcards, ".fna.gz"), From 1bf85af6409125331d7fdd94a4ad19178684dfd9 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 3 Nov 2023 15:14:35 +0100 Subject: [PATCH 015/365] updated assembly finder rules --- mess/bin/simulate_reads.smk | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/mess/bin/simulate_reads.smk b/mess/bin/simulate_reads.smk index 8e9fcb5..b881a2a 100644 --- a/mess/bin/simulate_reads.smk +++ b/mess/bin/simulate_reads.smk @@ -60,18 +60,29 @@ def get_read_counts_seed(rep, rep2seed, general_seed): input_val = get_input_value(config["input_table_path"]) -checkpoint download_assemblies: +rule get_entries: input: config["input_table_path"], + output: + temp(f"{community_name}/entries.tsv"), + run: + pd.read_csv(input[0], sep="\t").iloc[:, 0].to_csv( + output[0], sep="\t", index=None + ) + + +checkpoint download_assemblies: + input: + f"{community_name}/entries.tsv", output: f"{community_name}/assembly_summary.tsv", params: ncbi_key=config["NCBI_key"], ncbi_email=config["NCBI_email"], - prefix=f"{community_name}", + prefix=f"{community_name}/download", shell: """ - assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} + assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} nolock """ From a5af044addebe2a846b1899d65e2fe4f87b5ba49 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 6 Nov 2023 12:25:27 +0100 Subject: [PATCH 016/365] bumped assembly_finder version --- env.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/env.yml b/env.yml index 1208f5b..d53eeba 100644 --- a/env.yml +++ b/env.yml @@ -4,7 +4,7 @@ channels: - bioconda - defaults dependencies: - - assembly_finder >=0.3.2 + - assembly_finder >=0.4.1 - art >=2016.06.05 - bioconvert >=0.4.3 - krona >=2.8 From 0dc49c15a0a009a7d8431a316222c0caa273780c Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 6 Nov 2023 15:25:05 +0100 Subject: [PATCH 017/365] updated downloads function --- mess/bin/Snakefile | 12 ++++++------ mess/bin/simulate_reads.smk | 20 +++++--------------- 2 files changed, 11 insertions(+), 21 deletions(-) diff --git a/mess/bin/Snakefile b/mess/bin/Snakefile index 3d37952..3b3204a 100644 --- a/mess/bin/Snakefile +++ b/mess/bin/Snakefile @@ -38,13 +38,13 @@ def assembly_and_bam_list(wildcards): return all -def downloads(wildcards, extension): - checkpoint_output = checkpoints.download_assemblies.get(**wildcards).output[0] - directory = "/".join((checkpoint_output.split("/")[0:2])) - return expand( - f"{community_name}/assemblies/{{i}}{extension}", - i=glob_wildcards(os.path.join(directory, f"{{i}}{extension}")).i, +def downloads(wildcards, extensions): + extensions = extensions.split(",") + checkpoint_directory = os.path.dirname( + checkpoints.download_assemblies.get(**wildcards).output[0] ) + files = [glob.glob(f"{checkpoint_directory}/*_{e}") for e in extensions] + return list(chain.from_iterable(files)) rule all_download: diff --git a/mess/bin/simulate_reads.smk b/mess/bin/simulate_reads.smk index b881a2a..db82cc9 100644 --- a/mess/bin/simulate_reads.smk +++ b/mess/bin/simulate_reads.smk @@ -2,6 +2,7 @@ import pandas as pd import os import random import glob +from itertools import chain random.seed(config["seed"]) replicates = list(range(1, config["replicates"] + 1)) @@ -60,29 +61,18 @@ def get_read_counts_seed(rep, rep2seed, general_seed): input_val = get_input_value(config["input_table_path"]) -rule get_entries: - input: - config["input_table_path"], - output: - temp(f"{community_name}/entries.tsv"), - run: - pd.read_csv(input[0], sep="\t").iloc[:, 0].to_csv( - output[0], sep="\t", index=None - ) - - checkpoint download_assemblies: input: - f"{community_name}/entries.tsv", + config["input_table_path"], output: - f"{community_name}/assembly_summary.tsv", + f"{community_name}/download/assembly_summary.tsv", params: ncbi_key=config["NCBI_key"], ncbi_email=config["NCBI_email"], prefix=f"{community_name}/download", shell: """ - assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} nolock + assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} --nolock """ @@ -92,7 +82,7 @@ rule create_read_counts_table: """ input: input_tb=config["input_table_path"], - assemblies_tb=f"{community_name}/assembly_summary.tsv", + assemblies_tb=f"{community_name}/download/assembly_summary.tsv", output: rc_table="readcounts-{community}-{rep}.tsv", params: From d6e5327dc465e0b5fe6eafb7535e580a6843bd5f Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 9 Nov 2023 16:44:41 +0100 Subject: [PATCH 018/365] added yaml formatting --- mess/config/config.yml | 26 +++++++++++++++----------- 1 file changed, 15 insertions(+), 11 deletions(-) diff --git a/mess/config/config.yml b/mess/config/config.yml index 524e667..e1435df 100644 --- a/mess/config/config.yml +++ b/mess/config/config.yml @@ -10,8 +10,9 @@ sigma: 0 #Sequencing run params seq_tech: illumina #[illumina, pacbio, nanopore] read_status: paired #set to single for single read simulation or longread simulation -total_reads: 10000000 #10 mil reads in total. - #If the user inputs coverage values in input_table.tsv, then this value will not be used +total_reads: + 10000000 #10 mil reads in total. + #If the user inputs coverage values in input_table.tsv, then this value will not be used ##Illumina (art params) illumina_sequencing_system: HSXt #HiSeqX TruSeq (read length:150bp) illumina_read_len: 150 @@ -19,25 +20,28 @@ illumina_mean_frag_len: 200 illumina_sd_frag_len: 10 bam: False ##Long reads (pbsim2 params) -chemistry: R94 #Select R94, R95, R103 pore versions for Nanopore. - #Select P4C2, P5C3, P6C4 chemistry for PacBio +chemistry: + R94 #Select R94, R95, R103 pore versions for Nanopore. + #Select P4C2, P5C3, P6C4 chemistry for PacBio longreads_min_len: 100 longreads_max_len: 1000000 longreads_sd_len: 7000 longreads_mean_len: 9000 longreads_mean_acc: 85 -difference_ratio: "23:31:46" #Rate of substitution:insertion:deletion. - #For PacBio the default values is 6:50:54 - #For Nanopore it is 23:31:46 +difference_ratio: + "23:31:46" #Rate of substitution:insertion:deletion. + #For PacBio the default values is 6:50:54 + #For Nanopore it is 23:31:46 ##Replicate params -sd_rep_reads: 0 #Standard deviation for varying the number of reads per genome between replicates, - #if 0 keep the same number of reads per genome for each replicate - #else vary the read number between replicates by sampling from a normal distribution +sd_rep_reads: + 0 #Standard deviation for varying the number of reads per genome between replicates, + #if 0 keep the same number of reads per genome for each replicate + #else vary the read number between replicates by sampling from a normal distribution same_dist_rep: False #If True all replicates have the same read distribution (for log-normal distribution) seed: 1 #Set this parameter to a fixed number so data from random number generators is reproducible #Assembly finder parameters -input_table_path: path/to/input_table +input_path: path/to/input_table NCBI_key: your_ncbi_api_key NCBI_email: your_ncbi_email From 7ab144b9ae36b03afc7c7def8861fc00fa996c8c Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 13 Nov 2023 11:34:48 +0100 Subject: [PATCH 019/365] improved cov calculation --- mess/bin/calculate_cov.py | 223 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 223 insertions(+) create mode 100644 mess/bin/calculate_cov.py diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py new file mode 100644 index 0000000..3670f2b --- /dev/null +++ b/mess/bin/calculate_cov.py @@ -0,0 +1,223 @@ +#!/usr/bin/env python3 + +import argparse +import pandas as pd +import numpy as np +import logging +import os + +""" +Description +""" +desc = "calculate reads, bases, coverage, proportions and abundances" +example = """Example usage: get_dist.py -i input.tsv -a assembly_summary.tsv -o abundances.json""" +argParser = argparse.ArgumentParser(description=desc, epilog=example) + +""" +Arguments +""" +argParser.add_argument( + "-i", + dest="input", + type=str, + help="mess input table", + required=True, +) +argParser.add_argument( + "-a", + dest="asm_summary", + type=str, + help="assembly summary table with taxonomy and sequence info", + required=True, +) +argParser.add_argument( + "-o", dest="output", type=str, help="output json", default="abundances.json" +) + +argParser.add_argument( + "-d", + dest="dist", + type=list, + help="distribution of reads across genomes", + choices=["lognormal", "even", None], + default=None, +) + +argParser.add_argument( + "-m", + "--mu", + dest="mu", + type=int, + help="mu of lognormal distribution", + default=1, +) +argParser.add_argument( + "-s", + "--sigma", + dest="sigma", + type=int, + help="sigma of lognormal distribution", + default=0, +) + +argParser.add_argument( + "--log", dest="log", type=str, help="log path", default="log.txt" +) +argParser.add_argument( + "-n", + "--total_bases", + dest="total_bases", + type=str, + help="total sequencing bases", + default="1G", +) + +argParser.add_argument( + "-l", + "--read_length", + dest="read_length", + type=int, + help="average read length", + default=150, +) + +argParser.add_argument( + "-p", + "--pairing", + dest="pairing", + type=bool, + help="are reads paired or not", + default=False, +) + +argParser.add_argument( + "-sd", + "--sd_rep", + dest="sd_rep", + type=int, + help="standard deviation of read count between replicates", + default=0, +) +argParser.add_argument( + "--seed", + dest="seed", + type=int, + help="set seed for reproducibility", + default=42, +) + +args = argParser.parse_args() + +""" +Functions +""" + + +def get_lognormal_dist(df, mu, sigma): + df["lognormal"] = np.random.lognormal(mean=mu, sigma=sigma, size=len(df)) + df["proportion"] = df["lognormal"] / df["lognormal"].sum() + return df + + +def get_even_dist(df, cols): + """ + function that calculates even abundances across taxonomy + """ + abundances = df[cols].value_counts(normalize=True).reset_index() + return df.merge(abundances) + + +def conv(s): + try: + # multiply with meter-prefix value + return float(s[:-1]) * prefix[s[-1]] + except KeyError: + # no or unknown meter-prefix + return float(s) + + +""" +Main +""" +# Set logging +logging.basicConfig( + format="%(asctime)s %(levelname)s %(message)s", + datefmt="%d %b %Y %H:%M:%S", + filename=args.log, + level=logging.DEBUG, +) +# Set seed +np.random.seed(args.seed) + +# Pairing +if args.pairing: + p = 2 +else: + p = 1 + +# Calculate total base count + +prefix = {"T": 10**12, "G": 10**9, "M": 10**6, "k": 10**3} +total_bases = conv(args.total_bases) + + +# Get table with assembly genomsizes and their taxonomy +entry_df = pd.read_csv(args.input, sep="\t") +asm_df = pd.read_csv(args.asm_summary, sep="\t") +df = entry_df.merge(asm_df) + +# Count number of entries +df["count"] = df.groupby("entry")["entry"].transform("count") + +# Calculate prportion with dist +if args.dist == "even": + df = get_even_dist(df, ["taxid"]) + df["bases"] = df["proportion"] * total_bases + df["reads"] = df["bases"] / (args.read_length * p) + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + +elif args.dist == "lognormal": + df = get_lognormal_dist(df, args.mu, args.sigma) + df["bases"] = df["proportion"] * total_bases + df["reads"] = df["bases"] / (args.read_length * p) + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + +elif args.dist == None: + if "proportion" in entry_df.columns: + df["proportion"] = df["proportion"] / df["count"] + df["bases"] = df["proportion"] * total_bases + df["reads"] = df["bases"] / (args.read_length * p) + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + + elif "reads" in entry_df.columns: + df["reads"] = df["reads"] / df["count"] + df["bases"] = df["reads"] * (args.read_length * p) + total_bases = df["bases"].sum() + df["proportion"] = df["bases"] / total_bases + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + + elif "bases" in entry_df.columns: + total_bases = df["bases"].sum() + df["bases"] = df["bases"] / df["count"] + df["reads"] = df["bases"] / (args.read_length * p) + df["proportion"] = df["bases"] / total_bases + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + + elif "cov_sim" in entry_df.columns: + df["cov_sim"] = df["cov_sim"] / df["count"] + df["bases"] = df["cov_sim"] * df["genome_size"] + df["reads"] = df["bases"] / (args.read_length * p) + df["proportion"] = df["bases"] / df["bases"].sum() + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + +df["fasta"] = df["path"].apply(os.path.basename) +df["cov_sim"] = [np.random.normal(cov, args.sd_rep) for cov in df["cov_sim"]] +sel_df = df[["fasta", "proportion", "bases", "reads", "cov_sim", "abundance"]] + +sel_df.to_csv(args.log, sep="\t", index=None) +sel_df.set_index("fasta").to_json(args.output, index=None) From 803073751d966d0b43a808e453fd44c91073da30 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 13 Nov 2023 14:57:54 +0100 Subject: [PATCH 020/365] added snaketool template --- .gitignore | 2 - LICENSE | 674 ------ README.md | 205 -- env.yml | 12 - mess/MANIFEST.in | 4 + mess/README.md | 3 + mess/__init__.py | 1 - mess/bin/Snakefile | 81 - mess/bin/calculate_cov.py | 223 -- mess/bin/merge_contigs.py | 18 - mess/bin/read_counts_table.py | 128 - mess/bin/simulate_reads.smk | 365 --- mess/bin/true-read-counts.py | 34 - mess/config/config.yml | 62 - mess/config/input_table.tsv | 3 - .../buccal_mucosa/SRS013506-sim.tsv | 354 --- .../buccal_mucosa/SRS013506-sim.yml | 20 - .../buccal_mucosa/SRS019352-sim.tsv | 120 - .../buccal_mucosa/SRS019352-sim.yml | 20 - .../buccal_mucosa/SRS050029-sim.tsv | 224 -- .../buccal_mucosa/SRS050029-sim.yml | 20 - .../buccal_mucosa/SRS054569-sim.tsv | 305 --- .../buccal_mucosa/SRS054569-sim.yml | 20 - .../buccal_mucosa/SRS056042-sim.tsv | 108 - .../buccal_mucosa/SRS056042-sim.yml | 20 - .../data/hmp_templates/gut/SRS1041031-sim.tsv | 990 -------- .../data/hmp_templates/gut/SRS1041031-sim.yml | 20 - .../data/hmp_templates/gut/SRS1041129-sim.tsv | 719 ------ .../data/hmp_templates/gut/SRS1041129-sim.yml | 20 - mess/data/hmp_templates/gut/SRS104912-sim.tsv | 1705 -------------- mess/data/hmp_templates/gut/SRS104912-sim.yml | 20 - mess/data/hmp_templates/gut/SRS105082-sim.tsv | 2084 ----------------- mess/data/hmp_templates/gut/SRS105082-sim.yml | 20 - mess/data/hmp_templates/gut/SRS147088-sim.tsv | 227 -- mess/data/hmp_templates/gut/SRS147088-sim.yml | 20 - .../hmp_templates/throat/SRS014475-sim.tsv | 72 - .../hmp_templates/throat/SRS014475-sim.yml | 20 - .../hmp_templates/throat/SRS014689-sim.tsv | 345 --- .../hmp_templates/throat/SRS014689-sim.yml | 20 - .../hmp_templates/throat/SRS065335-sim.tsv | 150 -- .../hmp_templates/throat/SRS065335-sim.yml | 20 - .../hmp_templates/throat/SRS143032-sim.tsv | 40 - .../hmp_templates/throat/SRS143032-sim.yml | 20 - .../hmp_templates/throat/SRS144378-sim.tsv | 86 - .../hmp_templates/throat/SRS144378-sim.yml | 20 - .../hmp_templates/vagina/SRS097885-sim.tsv | 27 - .../hmp_templates/vagina/SRS097885-sim.yml | 20 - .../hmp_templates/vagina/SRS098585-sim.tsv | 108 - .../hmp_templates/vagina/SRS098585-sim.yml | 20 - .../hmp_templates/vagina/SRS142957-sim.tsv | 32 - .../hmp_templates/vagina/SRS142957-sim.yml | 20 - .../hmp_templates/vagina/SRS143776-sim.tsv | 42 - .../hmp_templates/vagina/SRS143776-sim.yml | 20 - .../hmp_templates/vagina/SRS146847-sim.tsv | 40 - .../hmp_templates/vagina/SRS146847-sim.yml | 20 - mess/mess.py | 149 -- mess/mess/__init__.py | 0 mess/mess/__main__.py | 191 ++ mess/mess/config/config.yaml | 6 + mess/mess/config/system_config.yaml | 2 + mess/mess/mess.CITATION | 9 + mess/mess/mess.LICENSE | 33 + mess/mess/mess.VERSION | 1 + mess/mess/workflow/Snakefile | 24 + mess/mess/workflow/envs/example.yaml | 5 + mess/mess/workflow/rules/example.smk | 11 + mess/mess/workflow/rules/preflight.smk | 43 + mess/mess/workflow/scripts/example.py | 7 + mess/setup.py | 66 + setup.py | 17 - 70 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But first, please read -. diff --git a/README.md b/README.md deleted file mode 100644 index c6003f4..0000000 --- a/README.md +++ /dev/null @@ -1,205 +0,0 @@ -# MeSS -[![Downloads](https://img.shields.io/conda/dn/bioconda/mess.svg?label=Bioconda)](https://anaconda.org/bioconda/mess) -[![Anaconda-Server Badge](https://img.shields.io/badge/Platforms-noarch-orange.svg?style=round-square)](https://anaconda.org/bioconda/mess) -[![container](https://quay.io/repository/biocontainers/mess/status)](https://quay.io/repository/biocontainers/mess) - -The Metagenomic Sequence Simulator (MeSS) is a snakemake workflow used for simulating metagenomic mock communities. - -# Installation -[![install with bioconda](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat)](http://bioconda.github.io/recipes/mess/README.html) - -In order to quickly get going with MeSS I recommend using the conda package manager and specifically mamba (a fast alternative to conda): -```bash -conda install -n base -c conda-forge mamba -mamba create -c bioconda -n mess mess -``` - -# Quick start -To run mess, you simply have to provide a config.yml file with a list of parameters: -```bash -mess run -f config.yml -c 10 -``` -Examples of config.yml files are provided in data/hmp_templates (parameters are explained below). - -# Config file example -```yaml -#MeSS parameters -input_table_path: input_table.tsv -community_name: metagenome-sim -#Replicates parameters -replicates: 1 -sd_read_num: 0 - -#Random seeds -seed: 1 - -#Sequencing run params -seq_tech: ont #[illumina, ont, pacbio] -read_status: single -total_reads: 100000 - -#Illumina (art params) -illumina_sequencing_system: HSXt #HiSeqX TruSeq (read length:150bp) -illumina_read_len: 150 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 10 - -#Long reads (pbsim2 params) -chemistry: R94 -longreads_min_len: 100 -longreads_max_len: 1000000 -longreads_sd_len: 7000 -longreads_mean_len: 9000 -longreads_mean_acc: 85 -difference_ratio: "23:31:46" - -#Assembly download -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: False -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False -``` -# Required files -## Input table examples -MeSS takes the same input as Assembly_finder, with an additional column for either coverage values, read percentages or -relative abundances. -### Read percentage -Below is an example of input table where the user can set, for each entry, read percentages of the total metagenomic reads - -Taxonomy | NbGenomes | PercentReads ---- | --- | --- -1813735 | 1 | 0.3 -114185 | 1 | 0.4 -ATCC_13985 | 3 | 0.3 - -If the percent read column is not present, MeSS will generate an even distribution within superkingdoms. -In the input table shown above, if no PercentReads is present, each entry will have a read percentage of 20% -(as all entries belong to the same superkingdom: bacteria) -### Coverage values -The user has also the option to set coverage values instead of %reads of the total metagenomic reads for each entry. - -Taxonomy | NbGenomes | Coverage ---- | --- | --- -1813735 | 1 | 20 -114185 | 1 | 30 -ATCC_13985 | 3 | 20 - -In this case, all 3 assemblies found for ATCC_13985 will have the same coverage value of 20 -### Relative proportions -Alternatively, the user can specify relative proportions between assemblies. Given the total number of reads to -be present in the metagenome, scripts will calculate coverage and read numbers respecting the relative proportions. - -Taxonomy | NbGenomes | RelativeProp ---- | --- | --- -1813735 | 1 | 0.3 -114185 | 1 | 0.4 -ATCC_13985 | 3 | 0.3 - -For ATCC_13985, the 3 genomes will have a RelativeProp value of 0.1. - -### Read counts - -Finally, the user can define the raw reads to simulate per genome as shown below: - - Taxonomy | NbGenomes | Reads ---- | --- | --- -1813735 | 1 | 10000 -114185 | 1 | 10000 -ATCC_13985 | 3 | 30000 - -For ATCC_13985, 10000 reads will be simulated for each genome - - -## Mess parameters -The path to the input table can be set by the input_table_path parameter in the config file as shown above. - -MeSS offers the possibility to generate multiple mock communities using the same set of assembly files in -the same directory. -For this, the user has to set up one configuration file per mock community and change the community_name accordingly. -### Replicates parameters -The user has the option to te create a set of replicates for one community. Each replicate read number can be drawn -from a normal distribution with a standard deviation set in the sd_read_num parameter. -### Random seeds -The MeSS workflow uses random seeds for read generation and read shuffling. To ensure reproducible results, one can -give the seed parameter a fixed number. - -### Sequencing run params -MeSS offers the possibility to select art_illumina or pbsim2 to simulate illumina and long reads respecitvely. -In addition, read pairing and the total amount of reads can be set using the read_status and total_reads parameters. - -### Illumina (art params) -MeSS uses [art_illumina](https://academic.oup.com/bioinformatics/article/28/4/593/213322) to generate illumina reads, -and the user can change parameters like read and fragment length under the art_illumina params section as shown the -yaml file above. - -### Long reads (pbsim2 params) -For long read simulation, [pbsim2](https://github.com/yukiteruono/pbsim2) was integrated in the pipeline. -pbsim2 randomly samples reads from a reference sequence following a gamma distribution, and errors are introduced following -FIC-HMM models for different chemistries. - -For a PC64 PacBio simulation, the user can choose the PC64.model and a difference_ratio of 6:50:54 -(substitution:insertion:deletion) as recommended by pbsim2's help message. -As for a Nanopore sequencing run using a R9.4 flowcell, the user can set the values shown in the yaml file above. - -For more details check [pbsim2's documentation](https://github.com/yukiteruono/pbsim2/blob/master/README.md) - -### Assembly download -MeSS uses [Assembly_finder](https://github.com/metagenlab/assembly_finder) to download genomes, and requires the user -to have an NCBI account. For more details on Assembly_finder parameters check its [documentation](https://github.com/metagenlab/assembly_finder/blob/master/README.md). - -# Running MeSS -## Snakemake command -Here is an example command to run MeSS on the previously described config and input table. -```bash -snakemake --snakefile path/to/MeSS/Snakefile --configfile config.yml \ ---use-conda --conda-prefix path/to/conda/envs/ \ ---resources ncbi_requests=3 nb_simulation=2 parallel_cat=2 --cores 10 all_sim -``` - -**nb_simulation** controlls the number of parallel art_illuminaor pbsim2 jobs. -This parameter is important for memory usage, as art_illumina loads genomes into memory. -Thus, for big genomes it is recommended to lower this parameter. - -**parallel_cat** controlls the number of genomes to be concatenated in parallel. -For big genomes and computers with low memory, lowering this parameter lowers memory usage. - -# MeSS outputs -## Directory structure -After running MeSS for two replicates of the same metagenome with single end reads, -your working directory should look like this: -``` -├── assembly_gz -│ ├── assembly-accession-1.fna.gz -│ └── assembly-accession-2.fna.gz -├── krona -│ ├── metagenome-sim-rep1_single.html -│ └── metagenome-sim-rep2_single.html -├── logs -│ ├── downloads -│ ├── filtered -│ ├── not-filtered -│ ├── read_counts_table -│ ├── read_generation -│ └── shuffling -├── simreads -│ ├── metagenome-sim-rep1_single.fastq -│ ├── metagenome-sim-rep1_single.fastq -├── tables -│ ├── filtered -│ └── not-filtered -├── config.yaml -├── input_table.tsv -├── readcounts-metagenome-sim-rep1.tsv -├── readcounts-metagenome-sim-rep2.tsv -├── metagenome-sim-assemblies-summary.tsv -├── taxonomy-metagenome-sim-rep1_single.tsv -└──taxonomy-metagenome-sim-rep2_single.tsv -``` -The simulated reads fastqs are compressed and located in the simreads/ directory, and their taxonomic profile is in -taxonomy---.tsv. - diff --git a/env.yml b/env.yml deleted file mode 100644 index d53eeba..0000000 --- a/env.yml +++ /dev/null @@ -1,12 +0,0 @@ -name: mess -channels: - - conda-forge - - bioconda - - defaults -dependencies: - - assembly_finder >=0.4.1 - - art >=2016.06.05 - - bioconvert >=0.4.3 - - krona >=2.8 - - pbsim2 >= 2.0.1 - - seqkit >= 0.16.0 diff --git a/mess/MANIFEST.in b/mess/MANIFEST.in new file mode 100644 index 0000000..b713018 --- /dev/null +++ b/mess/MANIFEST.in @@ -0,0 +1,4 @@ +include mess/mess.LICENSE +include mess/mess.CITATION +include mess/mess.VERSION +recursive-include mess * diff --git a/mess/README.md b/mess/README.md new file mode 100644 index 0000000..5131a1b --- /dev/null +++ b/mess/README.md @@ -0,0 +1,3 @@ +# MeSS + +Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool diff --git a/mess/__init__.py b/mess/__init__.py deleted file mode 100644 index 493f741..0000000 --- a/mess/__init__.py +++ /dev/null @@ -1 +0,0 @@ -__version__ = "0.3.0" diff --git a/mess/bin/Snakefile b/mess/bin/Snakefile deleted file mode 100644 index 3b3204a..0000000 --- a/mess/bin/Snakefile +++ /dev/null @@ -1,81 +0,0 @@ -include: "simulate_reads.smk" - - -replicates = list(range(1, config["replicates"] + 1)) -community_name = config["community_name"] -read_direction = [] -if config["seq_tech"] != "illumina": - read_direction = config["seq_tech"] -if config["seq_tech"] == "illumina" and config["read_status"] == "single": - read_direction = "single" -if config["seq_tech"] == "illumina" and config["read_status"] == "paired": - read_direction = ["R1", "R2"] - - -def assembly_and_bam_list(wildcards): - try: - directory = config["assemblies_dir"] - files = glob.glob(os.path.join(directory, "*.fna")) - assemblynames = [file.split("/")[-1].split(".fna")[0] for file in files] - assemblies = expand(f"{community_name}/assemblies/{{i}}.fna", i=assemblynames) - except KeyError: - checkpoint_directory = f"{community_name}/assemblies" - assemblynames = glob_wildcards( - os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") - ).i - assemblies = expand( - f"{checkpoint_directory}/{{i}}_genomic.fna.gz", i=assemblynames - ) - - if config["bam"]: - bam = expand( - f"bam/{community_name}-{{rep}}-{{i}}.bam", i=assemblynames, rep=replicates - ) - all = bam + assemblies - else: - all = assemblies - print("ALL", all) - return all - - -def downloads(wildcards, extensions): - extensions = extensions.split(",") - checkpoint_directory = os.path.dirname( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - files = [glob.glob(f"{checkpoint_directory}/*_{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -rule all_download: - input: - f"{community_name}/download/assembly_summary.tsv", - lambda wildcards: downloads(wildcards, ".fna.gz"), - - -rule all_sim: - input: - expand( - "simreads/{community}-{rep}_{rd}.fq.gz", - community=community_name, - rep=replicates, - rd=read_direction, - ), - expand( - "taxonomy-{community}-{rep}_{rd}.tsv", - community=community_name, - rep=replicates, - rd=read_direction, - ), - expand( - "readcounts-{community}-{rep}.tsv", - community=community_name, - rep=replicates, - ), - expand( - "krona/{community}-{rep}_{rd}.html", - community=community_name, - rep=replicates, - rd=read_direction, - ), - assembly_and_bam_list, diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py deleted file mode 100644 index 3670f2b..0000000 --- a/mess/bin/calculate_cov.py +++ /dev/null @@ -1,223 +0,0 @@ -#!/usr/bin/env python3 - -import argparse -import pandas as pd -import numpy as np -import logging -import os - -""" -Description -""" -desc = "calculate reads, bases, coverage, proportions and abundances" -example = """Example usage: get_dist.py -i input.tsv -a assembly_summary.tsv -o abundances.json""" -argParser = argparse.ArgumentParser(description=desc, epilog=example) - -""" -Arguments -""" -argParser.add_argument( - "-i", - dest="input", - type=str, - help="mess input table", - required=True, -) -argParser.add_argument( - "-a", - dest="asm_summary", - type=str, - help="assembly summary table with taxonomy and sequence info", - required=True, -) -argParser.add_argument( - "-o", dest="output", type=str, help="output json", default="abundances.json" -) - -argParser.add_argument( - "-d", - dest="dist", - type=list, - help="distribution of reads across genomes", - choices=["lognormal", "even", None], - default=None, -) - -argParser.add_argument( - "-m", - "--mu", - dest="mu", - type=int, - help="mu of lognormal distribution", - default=1, -) -argParser.add_argument( - "-s", - "--sigma", - dest="sigma", - type=int, - help="sigma of lognormal distribution", - default=0, -) - -argParser.add_argument( - "--log", dest="log", type=str, help="log path", default="log.txt" -) -argParser.add_argument( - "-n", - "--total_bases", - dest="total_bases", - type=str, - help="total sequencing bases", - default="1G", -) - -argParser.add_argument( - "-l", - "--read_length", - dest="read_length", - type=int, - help="average read length", - default=150, -) - -argParser.add_argument( - "-p", - "--pairing", - dest="pairing", - type=bool, - help="are reads paired or not", - default=False, -) - -argParser.add_argument( - "-sd", - "--sd_rep", - dest="sd_rep", - type=int, - help="standard deviation of read count between replicates", - default=0, -) -argParser.add_argument( - "--seed", - dest="seed", - type=int, - help="set seed for reproducibility", - default=42, -) - -args = argParser.parse_args() - -""" -Functions -""" - - -def get_lognormal_dist(df, mu, sigma): - df["lognormal"] = np.random.lognormal(mean=mu, sigma=sigma, size=len(df)) - df["proportion"] = df["lognormal"] / df["lognormal"].sum() - return df - - -def get_even_dist(df, cols): - """ - function that calculates even abundances across taxonomy - """ - abundances = df[cols].value_counts(normalize=True).reset_index() - return df.merge(abundances) - - -def conv(s): - try: - # multiply with meter-prefix value - return float(s[:-1]) * prefix[s[-1]] - except KeyError: - # no or unknown meter-prefix - return float(s) - - -""" -Main -""" -# Set logging -logging.basicConfig( - format="%(asctime)s %(levelname)s %(message)s", - datefmt="%d %b %Y %H:%M:%S", - filename=args.log, - level=logging.DEBUG, -) -# Set seed -np.random.seed(args.seed) - -# Pairing -if args.pairing: - p = 2 -else: - p = 1 - -# Calculate total base count - -prefix = {"T": 10**12, "G": 10**9, "M": 10**6, "k": 10**3} -total_bases = conv(args.total_bases) - - -# Get table with assembly genomsizes and their taxonomy -entry_df = pd.read_csv(args.input, sep="\t") -asm_df = pd.read_csv(args.asm_summary, sep="\t") -df = entry_df.merge(asm_df) - -# Count number of entries -df["count"] = df.groupby("entry")["entry"].transform("count") - -# Calculate prportion with dist -if args.dist == "even": - df = get_even_dist(df, ["taxid"]) - df["bases"] = df["proportion"] * total_bases - df["reads"] = df["bases"] / (args.read_length * p) - df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() - -elif args.dist == "lognormal": - df = get_lognormal_dist(df, args.mu, args.sigma) - df["bases"] = df["proportion"] * total_bases - df["reads"] = df["bases"] / (args.read_length * p) - df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() - -elif args.dist == None: - if "proportion" in entry_df.columns: - df["proportion"] = df["proportion"] / df["count"] - df["bases"] = df["proportion"] * total_bases - df["reads"] = df["bases"] / (args.read_length * p) - df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() - - elif "reads" in entry_df.columns: - df["reads"] = df["reads"] / df["count"] - df["bases"] = df["reads"] * (args.read_length * p) - total_bases = df["bases"].sum() - df["proportion"] = df["bases"] / total_bases - df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() - - elif "bases" in entry_df.columns: - total_bases = df["bases"].sum() - df["bases"] = df["bases"] / df["count"] - df["reads"] = df["bases"] / (args.read_length * p) - df["proportion"] = df["bases"] / total_bases - df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() - - elif "cov_sim" in entry_df.columns: - df["cov_sim"] = df["cov_sim"] / df["count"] - df["bases"] = df["cov_sim"] * df["genome_size"] - df["reads"] = df["bases"] / (args.read_length * p) - df["proportion"] = df["bases"] / df["bases"].sum() - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() - -df["fasta"] = df["path"].apply(os.path.basename) -df["cov_sim"] = [np.random.normal(cov, args.sd_rep) for cov in df["cov_sim"]] -sel_df = df[["fasta", "proportion", "bases", "reads", "cov_sim", "abundance"]] - -sel_df.to_csv(args.log, sep="\t", index=None) -sel_df.set_index("fasta").to_json(args.output, index=None) diff --git a/mess/bin/merge_contigs.py b/mess/bin/merge_contigs.py deleted file mode 100644 index 3e3b3e7..0000000 --- a/mess/bin/merge_contigs.py +++ /dev/null @@ -1,18 +0,0 @@ -from Bio import SeqIO -try: - record = SeqIO.read(snakemake.input[0], 'fasta') # Check if the fasta file has one record only - SeqIO.write(record, snakemake.output[0], 'fasta') # If only one record (i.e one contig) copy the file -except ValueError: # More than one record, we merge contigs - fasta = open(snakemake.input[0], 'r') - handle = SeqIO.parse(fasta, 'fasta') - headers = [] - seq = [] - for record in handle: - headers.append(record.description) - seq.append(record.seq) - nlist='N'*1000 # Seperate contigs with a string of 1000 N - merged_contigs = [seq[i]+nlist for i in range(len(seq))] - merged_contigs[0] = '>'+headers[0]+'\n'+merged_contigs[0] # add the first header before the first contig - with open(snakemake.output[0], 'w') as f: - for contig in merged_contigs: - f.write(f"{contig}\n") diff --git a/mess/bin/read_counts_table.py b/mess/bin/read_counts_table.py deleted file mode 100644 index 832c1ca..0000000 --- a/mess/bin/read_counts_table.py +++ /dev/null @@ -1,128 +0,0 @@ -import pandas as pd -import numpy as np -import logging -import random -replicate = snakemake.wildcards.rep -seed = snakemake.params.seed -random.seed(seed) -logging.basicConfig(format='%(asctime)s %(levelname)s %(message)s', datefmt='%d %b %Y %H:%M:%S', - filename=snakemake.log[0], level=logging.DEBUG) -inputval = snakemake.params.value -if inputval == 'Reads' or inputval == 'Coverage': - totalreads = 0 -else: - totalreads = snakemake.config['total_reads'] -sdr = snakemake.config["sd_rep"] - -read_status = snakemake.config["read_status"] -if read_status == 'single' or snakemake.config["seq_tech"] == 'pacbio' or snakemake.config["seq_tech"] == 'ont': - pair = 1 -else: - pair = 2 -if snakemake.config["seq_tech"] == 'illumina': - rl = snakemake.config["illumina_read_len"] -else: - rl = snakemake.config["longreads_mean_len"] - -""" -Functions -""" - - -def get_lognormal_dist(tb, mu, sigma): - d = [random.lognormvariate(mu=mu, sigma=sigma) for i in range(len(tb))] - tb.insert(loc=tb.shape[1], column='lognormal', value=d) - tb['RelativeProp'] = tb['lognormal']/tb['lognormal'].sum() - return tb - - -def get_even_dist(tb): - """ - function that calculates even read percentages across superkingdoms - """ - nb_superkingdoms = len(set(tb['superkingdom'])) - even_prop = 1/nb_superkingdoms - prop = 0 - props = [] - nb = list(tb['superkingdom']).count('Bacteria') - na = list(tb['superkingdom']).count('Archaea') - nv = list(tb['superkingdom']).count('Viruses') - ne = list(tb['superkingdom']).count('Eukaryota') - for i in range(len(tb)): - if tb.iloc[i]['superkingdom'] == 'Bacteria': - prop = even_prop / nb - if tb.iloc[i]['superkingdom'] == 'Archaea': - prop = even_prop / na - if tb.iloc[i]['superkingdom'] == 'Viruses': - prop = even_prop / nv - if tb.iloc[i]['superkingdom'] == 'Eukaryota': - prop = even_prop / ne - props.append(prop) - tb['RelativeProp'] = props - return tb - - -def calculate_reads_and_coverage(table, total, sd, read_len, pairing, rep, input_value): - dic = {} - genomenames = list(table['AssemblyNames']) - genomesizes = list(table['Assembly_length']) - reads_per_genome = 0 - coverage_per_genome = 0 - if input_value == 'RelativeProp' or input_value == 'lognormal' or input_value == 'even': - props = list(table['RelativeProp']) - totalgensize = sum(genomesizes) - fraction_genome = [i/float(totalgensize) for i in genomesizes] - combined_fractions = [i[0]*i[1] for i in zip(props, fraction_genome)] - x = total/sum(combined_fractions) - reads_per_genome = [i*x for i in combined_fractions] - coverage_per_genome = [(i[0]*read_len*pairing)/i[1] for i in zip(reads_per_genome, genomesizes)] - if input_value == 'ReadPercent': - readpercents = list(table['ReadPercent']) - reads_per_genome = [r*total for r in readpercents] - coverage_per_genome = [(i[0]*read_len*pairing)/(i[1]) for i in zip(reads_per_genome, genomesizes)] - if input_value == 'Coverage': - coverage_per_genome = list(table['Coverage']) - reads_per_genome = [(i[0]*i[1])/(read_len*pairing)for i in zip(coverage_per_genome, genomesizes)] - if input_value == 'Reads': - reads_per_genome = list(table['Reads']) - coverage_per_genome = [(i[0]*read_len*pairing)/i[1] for i in zip(reads_per_genome, genomesizes)] - for name, r, c in zip(genomenames, reads_per_genome, coverage_per_genome): - read = np.random.normal(r, sd) - cov = np.random.normal(c, sd) - dic[name] = {} - dic[name]['AssemblyNames'] = name - dic[name]['Reads'] = int(read) - dic[name]['Coverage'] = cov - logging.info(f"simulating {read} reads, with a coverage value of {cov} reads for accession {name}, " - f"replicate {rep} with seed {seed}") - tb = pd.DataFrame.from_dict(dic, orient='index').reset_index(drop=True) - return tb - - -""" -Main -""" -intb = pd.read_csv(snakemake.input.input_tb, sep='\t') -astb = pd.read_csv(snakemake.input.assemblies_tb, sep='\t') -common_col = intb.columns.intersection(astb.columns)[0] -assemblies_with_val = astb.merge(intb, how='left', on=f'{common_col}') -if inputval == 'Coverage' or inputval == 'Reads': - assemblies_with_val[f'{inputval}'] = np.int64(assemblies_with_val[f'{inputval}']/assemblies_with_val['NbGenomes']) - assemblies_with_val.drop(columns='NbGenomes', inplace=True) -elif inputval == 'ReadPercent' or inputval == 'RelativeProp': - assemblies_with_val[f'{inputval}'] = np.float64(assemblies_with_val[f'{inputval}'] / - assemblies_with_val['NbGenomes']) - assemblies_with_val.drop(columns='NbGenomes', inplace=True) -elif inputval == 'even': - assemblies_with_val = get_even_dist(astb) -elif inputval == 'lognormal': - mu = snakemake.config['mu'] - si = snakemake.config['sigma'] - assemblies_with_val = get_lognormal_dist(astb, mu=mu, sigma=si) -cov_read_tb = calculate_reads_and_coverage(assemblies_with_val, totalreads, sdr, rl, pair, replicate, inputval) -if inputval == 'Coverage' or inputval == 'Reads': - cov_read_tb = cov_read_tb.drop(inputval, axis=1) -mergedtb = assemblies_with_val.merge(cov_read_tb, how='left', on='AssemblyNames') -rc_tb = mergedtb.drop(['GbUid', 'FtpPath_GenBank', 'FtpPath_RefSeq', 'AsmReleaseDate_GenBank', - 'ContigN50', 'ScaffoldN50', 'Assembly_coverage', 'Contig_count'], axis=1) -rc_tb.to_csv(snakemake.output["rc_table"], sep='\t', index=False) diff --git a/mess/bin/simulate_reads.smk b/mess/bin/simulate_reads.smk deleted file mode 100644 index db82cc9..0000000 --- a/mess/bin/simulate_reads.smk +++ /dev/null @@ -1,365 +0,0 @@ -import pandas as pd -import os -import random -import glob -from itertools import chain - -random.seed(config["seed"]) -replicates = list(range(1, config["replicates"] + 1)) -community_name = config["community_name"] -read_direction = [] -if config["seq_tech"] != "illumina": - read_direction = config["seq_tech"] -if config["seq_tech"] == "illumina" and config["read_status"] == "single": - read_direction = "single" -if config["seq_tech"] == "illumina" and config["read_status"] == "paired": - read_direction = ["R1", "R2"] -pipeline_path = workflow.basedir -seed_list = random.sample(range(1, 1000000), len(replicates)) -seed_dic = dict(zip(replicates, seed_list)) - - -def get_input_value(path): - """ - Function that parses input table and raises exceptions if there are NA in the table - Returns the input value set by the user, useful for read count calculation - """ - tb = pd.read_csv(path, sep="\t") - acceptedvals = ["Reads", "Coverage", "ReadPercent", "RelativeProp"] - lastcol = tb.columns[len(tb.columns) - 1] - nans = tb[lastcol].isna().sum() - if nans > 0: - raise Exception(f"{nans} values in {lastcol} are NA, make sure to input values") - try: - lastcol = config[ - "dist" - ] # If the user has set a specific distribution for read counts - return lastcol - except KeyError: - if lastcol in acceptedvals: - return lastcol - else: - raise Exception( - f"{lastcol} is not recognized as an input to simulate reads" - ) - - -def get_read_counts_seed(rep, rep2seed, general_seed): - """ - Function that returns a seed for calculating read counts - By default each replicate has a unique seed - If the param same_dist_rep is True, return a single seed for all replicates - """ - try: - same_dist_rep = config["same_dist_rep"] - if same_dist_rep: - return general_seed - except KeyError: - return rep2seed[int(rep)] - - -input_val = get_input_value(config["input_table_path"]) - - -checkpoint download_assemblies: - input: - config["input_table_path"], - output: - f"{community_name}/download/assembly_summary.tsv", - params: - ncbi_key=config["NCBI_key"], - ncbi_email=config["NCBI_email"], - prefix=f"{community_name}/download", - shell: - """ - assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} --nolock - """ - - -rule create_read_counts_table: - """ - Rule for generating a table per sample with read counts for each genome - """ - input: - input_tb=config["input_table_path"], - assemblies_tb=f"{community_name}/download/assembly_summary.tsv", - output: - rc_table="readcounts-{community}-{rep}.tsv", - params: - value=input_val, - seed=lambda wildcards: get_read_counts_seed( - wildcards.rep, seed_dic, config["seed"] - ), - log: - "logs/read_counts_table/{community}-{rep}.txt", - script: - "read_counts_table.py" - - -rule decompress_assemblies: - input: - f"{community_name}/assemblies/{{assemblyname}}_genomic.fna.gz", - output: - temp( - f"{community_name}/assemblies/{{assemblyname,[0-9a-zA-Z._-]+}}_genomic.fna" - ), - benchmark: - "benchmark/decompress/{assemblyname}.txt" - shell: - "zcat {input[0]} > {output}" - - -rule merge_contigs: - input: - f"{community_name}/assemblies/{{assemblyname}}_genomic.fna", - output: - temp("{community,[-_0-9a-zA-Z]+}-{assemblyname,[0-9a-zA-Z._-]+}.fa"), - benchmark: - "benchmark/merge/{community}-{assemblyname}.txt" - script: - "merge_contigs.py" - - -if config["seq_tech"] == "illumina": - - def get_read_num(wildcards, table): - if not os.path.exists(table): - return -1 - with open(table) as f: - tb = pd.read_csv(f, delimiter="\t", index_col="AssemblyNames") - reads = tb.loc[wildcards.assemblyname]["Reads"] - return reads - - if config["read_status"] == "paired": - - rule generate_illumina_paired_reads: - input: - fa="{community}-{assemblyname}.fa", - tab="readcounts-{community}-{rep}.tsv", - output: - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R1.fq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R2.fq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R.sam" - ), - params: - seq_system=config["illumina_sequencing_system"], - read_length=config["illumina_read_len"], - mean_frag_len=config["illumina_mean_frag_len"], - sd=config["illumina_sd_frag_len"], - read_num=lambda wildcards, input: get_read_num(wildcards, input.tab), - random_seed=lambda wildcards: seed_dic[int(wildcards.rep)], - resources: - nb_simulation=1, - log: - "logs/art_illumina/{community}-replicate-{rep}-{assemblyname}.log", - benchmark: - "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" - shell: - """ - art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -na -sam \ - -i {input.fa} -p -nf 1 -m {params.mean_frag_len} -s {params.sd} -l {params.read_length} -c {params.read_num} \ - -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_R &> {log} - """ - - if config["read_status"] == "single": - - rule generate_illumina_single_reads: - input: - fa="assembly_gz/{community}-{assemblyname}.fa", - tab="readcounts-{community}-{rep}.tsv", - output: - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.fq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.sam" - ), - params: - seq_system=config["illumina_sequencing_system"], - read_length=config["illumina_read_len"], - read_num=lambda wildcards, input: get_read_num(wildcards, input.tab), - random_seed=lambda wildcards: seed_dic[int(wildcards.rep)], - resources: - nb_simulation=1, - log: - "logs/art_illumina/{community}-{rep}-{assemblyname}.log", - benchmark: - "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" - shell: - """ - art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -sam \ - -na -i {input.fa} -nf 1 -l {params.read_length} -c {params.read_num} \ - -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_single &> {log} - """ - - def get_sam(pairing): - if pairing == "single": - return "simreads/{community}-{rep}-{assemblyname}_single.sam" - else: - return "simreads/{community}-{rep}-{assemblyname}_R.sam" - - rule convert_sam_to_bam_files: - input: - get_sam(config["read_status"]), - output: - "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", - log: - "logs/bam/{community}-{rep}-{assemblyname}.log", - shell: - """ - bioconvert {input} {output} 2> {log} - """ - -elif config["seq_tech"] == "ont" or config["seq_tech"] == "pacbio": - - def get_coverage(wildcards, table): - if not os.path.exists(table): - return -1 - with open(table) as f: - tb = pd.read_csv(f, delimiter="\t", index_col="AssemblyNames") - cov = tb.loc[wildcards.assemblyname]["Coverage"] - return cov - - rule generate_long_reads: - input: - fa="assembly_gz/{community}-{assemblyname}.fa", - tab="readcounts-{community}-{rep}.tsv", - output: - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.fastq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.maf" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.ref" - ), - params: - chemistry=config["chemistry"], - min_read_len=config["longreads_min_len"], - max_read_len=config["longreads_max_len"], - sd_read_len=config["longreads_sd_len"], - mean_read_len=config["longreads_mean_len"], - accuracy=config["longreads_mean_acc"], - diff_ratio=config["difference_ratio"], - coverage=lambda wildcards, input: get_coverage(wildcards, input.tab), - seed=lambda wildcards: seed_dic[int(wildcards.rep)], - resources: - nb_simulation=1, - log: - "logs/pbsim2/{community}-replicate-{rep}-{assemblyname}.log", - benchmark: - "benchmark/pbsim2/{community}-{rep}-{assemblyname}.txt" - shell: - """ - pbsim --prefix simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname} \ - --id-prefix {wildcards.assemblyname} --depth {params.coverage} --length-min {params.min_read_len} \ - --length-max {params.max_read_len} --difference-ratio {params.diff_ratio} --seed {params.seed} \ - --hmm_model ${{CONDA_PREFIX}}/data/{params.chemistry}.model --length-mean {params.mean_read_len} \ - --length-sd {params.sd_read_len} {input.fa} &> {log} - """ - - rule convert_maf_to_bam_files: - input: - "simreads/{community}-{rep}-{assemblyname}_0001.maf", - output: - sam=temp( - "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.sam" - ), - bam="bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", - log: - "logs/bam/{community}-{rep}-{assemblyname}.log", - shell: - """ - bioconvert {input} {output.sam} 2>> {log} - bioconvert {output.sam} {output.bam} 2>> {log} - """ - - -def concat_fastq(wildcards): - try: - directory = config["assemblies_dir"] - files = glob.glob(os.path.join(directory, "*_genomic.fna*")) - assemblynames = [file.split("/")[-1].split("_genomic.fna")[0] for file in files] - except KeyError: - checkpoint_directory = f"{community_name}/assemblies" - assemblynames = glob_wildcards( - os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") - ).i - print("assemblynames", assemblynames) - if config["seq_tech"] == "illumina": - return expand( - "simreads/{community}-{{rep}}-{assemblyname}_{{rd}}.fq", - community=community_name, - assemblyname=assemblynames, - ) - elif config["seq_tech"] == "ont" or config["seq_tech"] == "pacbio": - return expand( - "simreads/{community}-{{rep}}-{assemblyname}_0001.fastq", - community=community_name, - assemblyname=assemblynames, - ) - - -rule concat_fastqs: - input: - concat_fastq, - output: - temp("simreads/{community}-{rep}_{rd}.unshuffled.fq"), - resources: - parallel_cat=1, - benchmark: - "benchmark/concat/{community}-{rep}_{rd}.txt" - shell: - """ - cat {input} > {output} - """ - - -rule shuffle_fastqs: - input: - "simreads/{community}-{rep}_{rd}.unshuffled.fq", - output: - "simreads/{community}-{rep}_{rd}.fq.gz", - params: - seed=lambda wildcards: seed_dic[int(wildcards.rep)], - log: - "logs/shuffling/{community}-{rep}_{rd}.log", - benchmark: - "benchmark/shuffle/{community}-{rep}_{rd}.txt" - threads: 10 - shell: - """ - seqkit shuffle {input} -j {threads} -s {params.seed} -o {output} &> {log} - """ - - -rule get_taxonomic_profile: - input: - reads="simreads/{community}-{rep}_{rd}.fq.gz", - table="readcounts-{community}-{rep}.tsv", - output: - tax="taxonomy-{community}-{rep}_{rd}.tsv", - krona="krona/{community}-{rep}_{rd}.txt", - params: - config["seq_tech"], - benchmark: - "benchmark/taxonomic_profile/{community}-{rep}_{rd}.txt" - script: - "true-read-counts.py" - - -rule create_krona_chart: - input: - "krona/{community}-{rep}_{rd}.txt", - output: - "krona/{community}-{rep}_{rd}.html", - log: - "logs/krona/{community}-{rep}_{rd}.log", - shell: - "ktImportText -o {output} {input} &> {log}" diff --git a/mess/bin/true-read-counts.py b/mess/bin/true-read-counts.py deleted file mode 100644 index d74e2b1..0000000 --- a/mess/bin/true-read-counts.py +++ /dev/null @@ -1,34 +0,0 @@ -import gzip -from Bio import SeqIO -import pandas as pd -from collections import Counter -seqtech = snakemake.params[0] - - -def get_read_counts(fastq_gz, ss): - """ - function that returns a table with each genome read count - """ - with gzip.open(fastq_gz, 'rt') as handle: - fastq_parser = SeqIO.parse(handle, 'fastq') - headers = [record.description for record in fastq_parser] - if ss == 'illumina': - headers = [header.split('-')[-1].split('.')[0] for header in headers] - else: - headers = [header.split('.')[0] for header in headers] - c = dict(Counter(headers)) - rc = pd.DataFrame.from_dict(c, orient='index', columns=['true_read_counts']) - rc.index.set_names('Assembly', inplace=True) - rc.reset_index(inplace=True) - return rc - - -read_counts = get_read_counts(snakemake.input.reads, seqtech) -summary = pd.read_csv(snakemake.input.table, sep='\t') -summary['Assembly'] = [assemblyname.split('.')[0] for assemblyname in summary['AssemblyNames']] -merged = pd.merge(summary, read_counts, on='Assembly') -cols = ['superkingdom', 'phylum', 'class', 'order', 'family', 'genus', 'species', 'strain', 'Taxid', 'true_read_counts'] -merged[cols].to_csv(snakemake.output[0], sep='\t', index=None) -krona_cols = ['true_read_counts', 'superkingdom', 'phylum', 'class', 'order', 'family', 'genus', 'species', 'strain'] -krona = merged[krona_cols] -krona.set_index('true_read_counts').to_csv(snakemake.output.krona, sep='\t') diff --git a/mess/config/config.yml b/mess/config/config.yml deleted file mode 100644 index e1435df..0000000 --- a/mess/config/config.yml +++ /dev/null @@ -1,62 +0,0 @@ -#MeSS parameters -replicates: 1 #You con set the number of times to simulate the same metagenome -community_name: CF-metagenome -assemblies_dir: /absolute/path/to/assemblies - -#Distribution params -dist: lognormal -mu: 1 -sigma: 0 -#Sequencing run params -seq_tech: illumina #[illumina, pacbio, nanopore] -read_status: paired #set to single for single read simulation or longread simulation -total_reads: - 10000000 #10 mil reads in total. - #If the user inputs coverage values in input_table.tsv, then this value will not be used -##Illumina (art params) -illumina_sequencing_system: HSXt #HiSeqX TruSeq (read length:150bp) -illumina_read_len: 150 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 10 -bam: False -##Long reads (pbsim2 params) -chemistry: - R94 #Select R94, R95, R103 pore versions for Nanopore. - #Select P4C2, P5C3, P6C4 chemistry for PacBio -longreads_min_len: 100 -longreads_max_len: 1000000 -longreads_sd_len: 7000 -longreads_mean_len: 9000 -longreads_mean_acc: 85 -difference_ratio: - "23:31:46" #Rate of substitution:insertion:deletion. - #For PacBio the default values is 6:50:54 - #For Nanopore it is 23:31:46 -##Replicate params -sd_rep_reads: - 0 #Standard deviation for varying the number of reads per genome between replicates, - #if 0 keep the same number of reads per genome for each replicate - #else vary the read number between replicates by sampling from a normal distribution -same_dist_rep: False #If True all replicates have the same read distribution (for log-normal distribution) -seed: 1 #Set this parameter to a fixed number so data from random number generators is reproducible - -#Assembly finder parameters -input_path: path/to/input_table -NCBI_key: your_ncbi_api_key -NCBI_email: your_ncbi_email - -##Parameters for search_assemblies function -#This set of parameters is to search all possible assemblies excluding ones from metagenomes -complete_assemblies: False -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True - -##Parameters for the filtering function -Rank_to_filter_by: False -#None: Assemblies are ranked by their assembly status (complete or not) -#and Refseq category (reference, representative ...) -#If you want to filter by species, set this parameter to 'species'. The filtering function will list all unique species -#and rank their assemblies according to assembly status and Refseq category. diff --git a/mess/config/input_table.tsv b/mess/config/input_table.tsv deleted file mode 100644 index 3044928..0000000 --- a/mess/config/input_table.tsv +++ /dev/null @@ -1,3 +0,0 @@ -Taxonomy NbGenomes -1813735 1 -114185 1 diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.tsv deleted file mode 100644 index cfeae8a..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.tsv +++ /dev/null @@ -1,354 +0,0 @@ -Taxonomy NbGenomes Reads -28037 1 1314603 -1313 1 505181 -735 1 426416 -729 1 246908 -726 1 223778 -1433513 1 215058 -712310 1 169487 -1303 1 157763 -727 1 138141 -2598453 1 125570 -1379 1 121449 -483 1 57209 -43675 1 32918 -1302 1 29915 -589873 1 27620 -113107 1 26690 -712633 1 26031 -1305 1 21915 -488 1 21836 -28131 1 20608 -487 1 19045 -1304 1 14434 -732 1 13518 -28132 1 11852 -84135 1 11484 -29391 1 11251 -1177574 1 10751 -486 1 9645 -95486 1 8493 -2133944 1 8340 -29466 1 8339 -739 1 7644 -34105 1 7619 -75985 1 7498 -28449 1 7427 -738 1 7349 -45634 1 7291 -189834 1 7076 -249188 1 6682 -85404 1 6502 -851 1 6439 -28135 1 6266 -2663009 1 6132 -489 1 6127 -1307 1 6040 -39777 1 5428 -2047 1 5108 -39778 1 4959 -495 1 4690 -485 1 4661 -837 1 4632 -714 1 4631 -2610896 1 4513 -78535 1 4423 -492670 1 4244 -731 1 4185 -2030797 1 4028 -747 1 3861 -2382163 1 3824 -1343 1 3785 -157687 1 3509 -199 1 3508 -817 1 3358 -76123 1 3352 -28129 1 3251 -2585118 1 3169 -715 1 3125 -644007 1 3047 -1432056 1 3006 -821 1 2915 -484 1 2831 -1156433 1 2774 -1338 1 2682 -1308 1 2642 -85402 1 2637 -12402 1 2594 -730 1 2573 -2679994 1 2483 -1328 1 2461 -1660 1 2380 -1796613 1 2373 -716 1 2238 -123824 1 1978 -28116 1 1938 -33040 1 1914 -28113 1 1903 -1156431 1 1863 -51049 1 1860 -718 1 1793 -1019 1 1735 -1351 1 1705 -28119 1 1684 -36874 1 1602 -1491 1 1596 -2576606 1 1556 -329854 1 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1 278 -1349 1 278 -1290 1 278 -1345 1 277 -1561 1 276 -649196 1 276 -1238 1 275 -44008 1 272 -1448274 1 272 -2686361 1 272 -1150389 1 272 -1014 1 270 -82348 1 270 -1905730 1 269 -371142 1 268 -712538 1 265 -320787 1 265 -2751 1 265 -1852377 1 264 -1316593 1 262 -437897 1 261 -239935 1 261 -250 1 258 -1538644 1 253 -986 1 253 -172045 1 253 -33945 1 251 -182773 1 250 -1505 1 250 -96345 1 247 -588 1 246 -1701842 1 246 -2487074 1 245 -2494373 1 245 -51669 1 245 -93973 1 245 -48296 1 244 -2081703 1 243 -1254 1 242 -1288 1 241 -315405 1 241 -1404 1 239 -2489595 1 239 -1405 1 239 -511435 1 239 -1010 1 239 -1286 1 238 -2706887 1 237 -1542 1 236 -1493872 1 236 -1888195 1 235 -1936081 1 234 -651561 1 233 -689 1 233 -504 1 233 -996801 1 232 -1411621 1 231 -34062 1 230 -2175091 1 230 -1168034 1 230 -333965 1 229 -162 1 228 -394958 1 228 -1296 1 228 -585 1 228 -2093856 1 228 -1283 1 227 -1903686 1 226 -2698458 1 226 -1406 1 225 -266749 1 225 -363852 1 222 -188932 1 222 -2183896 1 222 -246 1 221 -663 1 221 -1848904 1 221 -46867 1 220 -52773 1 220 -1354 1 220 -2756 1 219 -1747 1 218 -33959 1 218 -2496028 1 218 -713030 1 217 -1790137 1 217 -480 1 216 -2748 1 215 -2173853 1 214 -28110 1 214 -2547394 1 214 -584609 1 213 -104268 1 211 -106654 1 211 -1727163 1 210 -1604 1 209 -2021971 1 208 -1513 1 207 -1855823 1 207 -313603 1 207 -2571750 1 205 -702745 1 205 -1421 1 204 -1608047 1 204 -29341 1 204 -1178516 1 203 -1705617 1 202 -79604 1 201 diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.yml deleted file mode 100644 index 8b09848..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS013506-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS013506-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS013506-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 1 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.tsv deleted file mode 100644 index 5becdc3..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.tsv +++ /dev/null @@ -1,120 +0,0 @@ -Taxonomy NbGenomes Reads -729 1 219672 -1303 1 145134 -28037 1 107476 -726 1 55044 -712310 1 37632 -29466 1 35187 -1305 1 33435 -1313 1 31497 -727 1 27752 -1433513 1 19730 -1302 1 18874 -1019 1 16073 -851 1 15918 -544580 1 15015 -1655 1 13785 -488 1 13137 -1379 1 12100 -732 1 12017 -47671 1 11703 -1017 1 10214 -2598453 1 9379 -712357 1 7062 -113107 1 7054 -2718 1 6690 -172042 1 6224 -495 1 5757 -1750 1 4495 -29391 1 4237 -1656 1 4005 -2708117 1 3863 -249188 1 3805 -2663009 1 3586 -539 1 3311 -2047 1 3142 -487 1 3088 -483 1 3085 -1583098 1 3044 -739 1 2985 -712633 1 2950 -714 1 2883 -28449 1 2777 -39778 1 2706 -43675 1 2496 -1658672 1 2120 -28132 1 2079 -45634 1 1842 -28131 1 1642 -821 1 1305 -357276 1 1283 -84135 1 1228 -712710 1 1207 -1660 1 1197 -735 1 1197 -1316596 1 1178 -486 1 1121 -1304 1 1107 -837 1 1084 -485 1 1038 -1853278 1 971 -484 1 970 -39777 1 961 -1747 1 918 -28116 1 904 -2545799 1 752 -1705617 1 695 -248315 1 691 -817 1 688 -327575 1 632 -2528037 1 608 -1316593 1 606 -655307 1 588 -489 1 584 -326522 1 560 -1328 1 554 -78535 1 525 -1307 1 507 -712122 1 502 -43768 1 478 -157687 1 461 -820 1 448 -492 1 442 -2133944 1 440 -2666100 1 440 -860 1 439 -747 1 436 -2610896 1 413 -47678 1 409 -1343 1 404 -1338 1 403 -1853276 1 399 -2382163 1 385 -326523 1 379 -28129 1 375 -371601 1 372 -1156431 1 350 -157692 1 335 -712991 1 335 -109328 1 330 -1311 1 313 -1177574 1 300 -617123 1 294 -1906744 1 293 -818 1 293 -1308 1 272 -1211417 1 260 -76123 1 240 -1156433 1 235 -493 1 229 -28135 1 227 -33040 1 223 -1334 1 220 -36874 1 219 -199 1 218 -197575 1 213 -2528203 1 212 -738 1 209 -246787 1 206 -1282 1 202 -589873 1 201 diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.yml deleted file mode 100644 index 2bad610..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS019352-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS019352-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS019352-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 4 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.tsv deleted file mode 100644 index d14327a..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.tsv +++ /dev/null @@ -1,224 +0,0 @@ -Taxonomy NbGenomes Reads -729 1 4944831 -43675 1 382534 -28037 1 364409 -29466 1 284871 -726 1 223338 -727 1 183566 -1660 1 181707 -712633 1 135251 -1303 1 109737 -1313 1 98596 -249188 1 93822 -2663009 1 85108 -732 1 77349 -2610896 1 64167 -1433513 1 58217 -113107 1 57253 -1379 1 55130 -78535 1 49163 -2598453 1 44979 -488 1 38852 -2382163 1 36914 -739 1 36683 -712310 1 35328 -28449 1 31680 -39778 1 26357 -1156431 1 24006 -1156433 1 23065 -495 1 19666 -1852377 1 16418 -714 1 15952 -47671 1 15398 -84135 1 14120 -747 1 14055 -28132 1 13435 -1302 1 12108 -1304 1 11776 -1305 1 9802 -617123 1 9303 -29391 1 8933 -484 1 8455 -1906744 1 8271 -589873 1 7040 -837 1 6718 -483 1 6108 -487 1 5978 -45634 1 5596 -860 1 5494 -1017 1 5463 -39777 1 5197 -851 1 5081 -172042 1 4789 -735 1 3986 -712710 1 3907 -248315 1 3686 -544580 1 3423 -1307 1 3292 -1655 1 3155 -12402 1 3119 -712357 1 3019 -539 1 2885 -95486 1 2739 -2047 1 2636 -52773 1 2476 -28131 1 2408 -486 1 2389 -1328 1 2310 -1308 1 2306 -731 1 2265 -2490633 1 2085 -715 1 1978 -1583098 1 1967 -1338 1 1801 -36874 1 1732 -485 1 1728 -738 1 1718 -75985 1 1686 -1335 1 1676 -28129 1 1663 -1656 1 1657 -1177574 1 1656 -762 1 1613 -393921 1 1445 -2545799 1 1445 -1343 1 1417 -28188 1 1299 -327575 1 1242 -730 1 1219 -754 1 1203 -1019 1 1173 -28135 1 1140 -716 1 1094 -85404 1 990 -2718 1 958 -2133944 1 954 -1311 1 882 -584 1 879 -1314 1 832 -114527 1 816 -489 1 814 -1747 1 806 -1351 1 798 -2030797 1 793 -33033 1 753 -34085 1 746 -1334 1 735 -123824 1 725 -718 1 715 -1432056 1 688 -199 1 682 -189834 1 678 -492670 1 676 -2606626 1 676 -2576606 1 638 -51161 1 635 -1839799 1 626 -817 1 624 -197575 1 620 -82348 1 596 -85402 1 595 -749 1 593 -728 1 584 -33040 1 553 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251 -1814128 1 250 -303 1 249 -1359 1 246 -45243 1 242 -712122 1 242 -585 1 241 -2291597 1 240 -56 1 240 -40324 1 236 -246787 1 235 -201 1 232 -573 1 231 -250 1 230 -33945 1 229 -1428 1 228 -28118 1 227 -1912897 1 225 -1502 1 224 -554406 1 221 -1316593 1 218 -2756 1 218 -823 1 217 -470 1 213 -38293 1 205 -254 1 201 diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.yml deleted file mode 100644 index 9af601e..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS050029-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS050029-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS050029-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 5 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.tsv deleted file mode 100644 index 50cf78a..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.tsv +++ /dev/null @@ -1,305 +0,0 @@ -Taxonomy NbGenomes Reads -28037 1 2577789 -1313 1 1010632 -729 1 634149 -1379 1 494603 -1433513 1 417463 -2598453 1 273577 -1303 1 246869 -726 1 171165 -28449 1 165802 -735 1 162050 -712633 1 99967 -727 1 84234 -2663009 1 78779 -113107 1 57658 -712310 1 56495 -484 1 53395 -1305 1 53297 -39778 1 41033 -84135 1 40530 -29466 1 39900 -29391 1 29498 -172042 1 27333 -1660 1 26587 -47671 1 25874 -1302 1 24406 -1019 1 22832 -1304 1 19514 -495 1 17691 -45634 1 17377 -487 1 17143 -488 1 17081 -732 1 16597 -78535 1 14786 -712357 1 14108 -43675 1 12409 -28131 1 12196 -249188 1 11077 -739 1 11044 -851 1 10700 -1307 1 9594 -28132 1 8795 -2382163 1 8560 -860 1 8484 -33033 1 8357 -2047 1 7872 -39777 1 7381 -2545799 1 6273 -1343 1 6156 -2610896 1 5782 -1583098 1 5717 -1156431 1 5629 -327575 1 5628 -486 1 5395 -483 1 5350 -617123 1 5296 -1338 1 5259 -1328 1 5177 -837 1 5008 -43768 1 4861 -1309 1 4459 -1017 1 4359 -1156433 1 4157 -2708117 1 4140 -12402 1 4054 -712991 1 4035 -75985 1 3689 -589873 1 3676 -738 1 3582 -714 1 3450 -189834 1 3449 -1308 1 3351 -199 1 3348 -85404 1 3286 -485 1 3203 -712710 1 3200 -1750 1 3146 -28135 1 3094 -539 1 2680 -747 1 2634 -109328 1 2529 -157924 1 2463 -248315 1 2387 -2718 1 2358 -357276 1 2336 -1566990 1 2332 -1316596 1 2171 -1656 1 2161 -1334 1 2151 -1311 1 2068 -1825069 1 2067 -544580 1 2032 -489 1 1943 -1177574 1 1928 -1314 1 1926 -1655 1 1919 -644007 1 1893 -1585976 1 1863 -1345 1 1796 -2030797 1 1779 -33040 1 1762 -715 1 1741 -1335 1 1672 -29394 1 1656 -1432056 1 1579 -204 1 1520 -34085 1 1508 -730 1 1508 -85402 1 1463 -120683 1 1424 -28116 1 1373 -1852377 1 1284 -2679994 1 1265 -718 1 1255 -157688 1 1228 -655307 1 1199 -712122 1 1195 -820 1 1159 -716 1 1151 -1839799 1 1122 -51049 1 1084 -2572087 1 1070 -1853278 1 1051 -1539298 1 1040 -123824 1 1028 -52773 1 1011 -76860 1 1002 -1280 1 972 -28129 1 964 -157687 1 957 -731 1 955 -1496 1 941 -1491 1 924 -371601 1 877 -554406 1 860 -1701811 1 860 -36874 1 844 -817 1 832 -76123 1 819 -1316593 1 815 -720 1 805 -393921 1 803 -1906744 1 792 -1705617 1 752 -824 1 735 -1032623 1 734 -2572088 1 721 -95486 1 713 -1340 1 711 -1639 1 710 -1351 1 710 -818 1 709 -754 1 686 -47678 1 662 -504 1 656 -1701814 1 629 -1358 1 620 -762 1 620 -821 1 615 -326522 1 611 -2666100 1 590 -237258 1 585 -492 1 574 -33959 1 553 -713059 1 542 -157692 1 540 -28118 1 535 -2528037 1 531 -1624 1 529 -253 1 527 -82348 1 526 -1352 1 513 -1747 1 510 -1853276 1 502 -2133944 1 501 -1888195 1 500 -1349 1 499 -749 1 497 -1448274 1 491 -147802 1 488 -1211417 1 468 -254 1 461 -1598 1 455 -536441 1 453 -712411 1 450 -1396 1 448 -315405 1 446 -197575 1 441 -728 1 438 -1329 1 438 -250 1 434 -238 1 432 -996 1 426 -2490633 1 422 -2583851 1 422 -326523 1 415 -1852374 1 407 -1884263 1 407 -246787 1 401 -1359 1 399 -44008 1 396 -149016 1 396 -1310 1 394 -150055 1 392 -2528203 1 391 -859 1 386 -64104 1 385 -1428 1 381 -1785995 1 381 -1701842 1 375 -1701813 1 375 -562 1 375 -2585118 1 371 -2751 1 367 -2713414 1 348 -1117645 1 346 -51161 1 346 -1465 1 343 -1502 1 341 -197 1 337 -584 1 336 -1282 1 335 -1855823 1 333 -493 1 327 -1492 1 323 -640030 1 319 -1448273 1 314 -2487072 1 309 -28091 1 298 -157691 1 298 -1493872 1 294 -1290 1 291 -1286 1 289 -28113 1 288 -1701837 1 287 -2606626 1 286 -28188 1 285 -28119 1 284 -2021971 1 283 -28901 1 278 -247 1 277 -1326 1 276 -1701828 1 275 -856 1 274 -45243 1 273 -1903686 1 271 -1348 1 267 -2585119 1 267 -28251 1 264 -38293 1 263 -421525 1 262 -1288 1 262 -283734 1 261 -34105 1 257 -1296 1 257 -2015076 1 255 -1721091 1 255 -1520 1 252 -28035 1 251 -2487065 1 249 -46867 1 248 -1404 1 248 -2364787 1 246 -1346 1 246 -1421 1 241 -492670 1 240 -2686361 1 239 -2594269 1 236 -1283 1 236 -33945 1 233 -2571750 1 232 -2576606 1 230 -1796646 1 230 -47715 1 230 -1911587 1 229 -114527 1 229 -1814128 1 229 -585 1 229 -1685010 1 229 -37482 1 228 -1124835 1 228 -182773 1 228 -1354 1 225 -1785996 1 225 -246 1 223 -1701824 1 222 -470 1 219 -400065 1 219 -1540872 1 219 -861 1 219 -1561 1 218 -51669 1 217 -1796613 1 217 -2494373 1 216 -558152 1 215 -266749 1 215 -29388 1 214 -53346 1 213 -1260 1 212 -1397 1 208 -2748 1 207 -587 1 206 -1324352 1 206 -2562451 1 202 -1241979 1 200 diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.yml deleted file mode 100644 index 45f0a96..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS054569-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS054569-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS054569-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 6 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.tsv deleted file mode 100644 index c6b5f1b..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.tsv +++ /dev/null @@ -1,108 +0,0 @@ -Taxonomy NbGenomes Reads -28037 1 83452 -729 1 82441 -1303 1 40384 -43675 1 40208 -29466 1 23250 -1302 1 20266 -199 1 19898 -1313 1 18263 -28449 1 18151 -544580 1 16268 -1655 1 13912 -851 1 12758 -1433513 1 11806 -39778 1 11208 -1305 1 9800 -1379 1 8460 -28132 1 8273 -2663009 1 8186 -43768 1 7524 -712633 1 7320 -1660 1 6656 -1017 1 6598 -2598453 1 5860 -739 1 5761 -2047 1 5514 -1656 1 4890 -113107 1 4533 -726 1 4460 -29391 1 4376 -732 1 3826 -1019 1 3814 -2610896 1 3811 -1304 1 3746 -47671 1 3543 -727 1 3417 -1177574 1 3408 -39777 1 3214 -45634 1 2884 -488 1 2635 -2708117 1 2603 -84135 1 2363 -327575 1 2230 -2545799 1 2169 -172042 1 2165 -157687 1 2081 -28131 1 1603 -860 1 1492 -249188 1 1421 -1747 1 1413 -1583098 1 1392 -712310 1 1373 -712357 1 1294 -617123 1 1212 -484 1 1155 -539 1 1005 -554406 1 1002 -821 1 987 -78535 1 983 -495 1 948 -712122 1 839 -204 1 832 -208479 1 782 -1343 1 772 -28116 1 733 -824 1 676 -853 1 644 -735 1 632 -1316596 1 610 -818 1 607 -487 1 592 -714 1 561 -2382163 1 550 -1338 1 539 -109328 1 449 -28129 1 448 -1328 1 443 -28135 1 442 -52773 1 435 -1852377 1 431 -1156433 1 428 -114527 1 427 -589873 1 422 -157688 1 393 -1156431 1 390 -2564099 1 372 -47678 1 356 -157692 1 356 -1316593 1 333 -1335 1 332 -248315 1 330 -712710 1 314 -1705617 1 308 -1834205 1 288 -111015 1 281 -1839799 1 271 -52774 1 260 -1308 1 258 -1307 1 257 -486 1 248 -712538 1 244 -747 1 238 -52771 1 236 -76123 1 232 -1851395 1 225 -2718 1 222 -2081702 1 222 -713030 1 207 diff --git a/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.yml b/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.yml deleted file mode 100644 index ef4896e..0000000 --- a/mess/data/hmp_templates/buccal_mucosa/SRS056042-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS056042-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS056042-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 7 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/gut/SRS1041031-sim.tsv b/mess/data/hmp_templates/gut/SRS1041031-sim.tsv deleted file mode 100644 index 0a1ccc1..0000000 --- a/mess/data/hmp_templates/gut/SRS1041031-sim.tsv +++ /dev/null @@ -1,990 +0,0 @@ -Taxonomy NbGenomes Reads -47678 1 1160133 -246787 1 972403 -820 1 838086 -821 1 653905 -239935 1 525437 -853 1 258585 -2528203 1 245987 -28116 1 191034 -818 1 176450 -2585118 1 110448 -371601 1 101518 -2479767 1 94825 -2109691 1 91855 -301301 1 89628 -2093857 1 88027 -1680 1 84905 -823 1 78209 -1550024 1 75858 -817 1 75500 -2109688 1 75210 -562 1 74798 -649756 1 64652 -329854 1 53588 -357276 1 50067 -244366 1 43277 -44742 1 39343 -28901 1 38324 -292800 1 38036 -74426 1 37123 -28118 1 35821 -33025 1 33557 -1160721 1 31999 -39488 1 27698 -1496 1 24483 -1796613 1 21392 -1681 1 20764 -2109687 1 19110 -2610895 1 15663 -2585119 1 14759 -28026 1 14549 -2364787 1 14435 -2109690 1 12135 -2086584 1 12046 -1297617 1 11405 -2584943 1 11289 -33038 1 11131 -294 1 11051 -28113 1 8728 -84112 1 8528 -208479 1 8091 -2093856 1 7721 -2086585 1 6651 -29347 1 6576 -626937 1 5714 -1335613 1 5712 -1834198 1 5252 -1871021 1 4771 -33035 1 4526 -28131 1 4433 -2025876 1 4292 -216816 1 4254 -1686 1 4149 -1796616 1 3568 -2093742 1 3513 -1834196 1 3341 -1042156 1 3256 -1352 1 3247 -1491 1 3171 -1912897 1 2928 -53442 1 2784 -2109692 1 2750 -28132 1 2712 -2662363 1 2631 -1736 1 2587 -47466 1 2579 -1685 1 2450 -253239 1 2426 -2507162 1 2396 -2564099 1 2382 -2041044 1 2267 -1307 1 2084 -1572656 1 2030 -1834207 1 2024 -40324 1 1911 -1308 1 1901 -84030 1 1869 -56 1 1830 -28129 1 1810 -28135 1 1774 -54571 1 1772 -303 1 1655 -85698 1 1654 -197 1 1622 -2109685 1 1616 -28119 1 1613 -1502 1 1528 -2606626 1 1369 -2003188 1 1360 -837 1 1347 -2507160 1 1345 -185007 1 1342 -316 1 1336 -1492 1 1334 -84110 1 1330 -712991 1 1327 -192 1 1290 -1177574 1 1281 -384 1 1278 -1076 1 1273 -587753 1 1202 -305 1 1197 -1852373 1 1181 -34073 1 1134 -2576606 1 1129 -2490939 1 1101 -2144175 1 1071 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--git a/mess/data/hmp_templates/gut/SRS1041031-sim.yml b/mess/data/hmp_templates/gut/SRS1041031-sim.yml deleted file mode 100644 index c929070..0000000 --- a/mess/data/hmp_templates/gut/SRS1041031-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS1041031-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS1041031-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 11 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/gut/SRS1041129-sim.tsv b/mess/data/hmp_templates/gut/SRS1041129-sim.tsv deleted file mode 100644 index 5f3b862..0000000 --- a/mess/data/hmp_templates/gut/SRS1041129-sim.tsv +++ /dev/null @@ -1,719 +0,0 @@ -Taxonomy NbGenomes Reads -821 1 1575095 -820 1 741725 -817 1 607591 -818 1 551080 -853 1 434808 -28116 1 194573 -28118 1 166080 -823 1 146400 -2585119 1 128884 -239935 1 128802 -357276 1 127178 -371601 1 118565 -2528203 1 109742 -28901 1 87286 -2364787 1 85050 -2585118 1 72630 -301301 1 43970 -244366 1 42077 -1160721 1 39316 -1796613 1 39187 -2093857 1 30354 -1550024 1 29168 -292800 1 27242 -2093856 1 26388 -47678 1 20130 -2109688 1 20087 -1496 1 19090 -649756 1 17372 -329854 1 15130 -2479767 1 15108 -2086584 1 14664 -626937 1 14451 -2109691 1 13611 -33038 1 13402 -294 1 12606 -74426 1 12291 -2109687 1 11924 -2025876 1 11725 -2564099 1 8915 -2610895 1 8438 -246787 1 8321 -208479 1 7004 -39488 1 6876 -2109690 1 6719 -28113 1 5984 -33035 1 5612 -2499213 1 5247 -1352 1 4879 -1297617 1 4558 -2584943 1 4392 -2662363 1 4162 -29347 1 3745 -1871021 1 3563 -84030 1 3143 -2584944 1 3073 -1834198 1 2959 -1491 1 2853 -2086585 1 2645 -876 1 2608 -28119 1 2531 -28131 1 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b/mess/data/hmp_templates/gut/SRS1041129-sim.yml deleted file mode 100644 index 37bb44b..0000000 --- a/mess/data/hmp_templates/gut/SRS1041129-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS1041129-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS1041129-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 12 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/gut/SRS104912-sim.tsv b/mess/data/hmp_templates/gut/SRS104912-sim.tsv deleted file mode 100644 index b98e035..0000000 --- a/mess/data/hmp_templates/gut/SRS104912-sim.tsv +++ /dev/null @@ -1,1705 +0,0 @@ -Taxonomy NbGenomes Reads 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b/mess/data/hmp_templates/gut/SRS104912-sim.yml deleted file mode 100644 index 81919cb..0000000 --- a/mess/data/hmp_templates/gut/SRS104912-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS104912-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS104912-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 13 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/gut/SRS105082-sim.tsv b/mess/data/hmp_templates/gut/SRS105082-sim.tsv deleted file mode 100644 index 2711803..0000000 --- a/mess/data/hmp_templates/gut/SRS105082-sim.tsv +++ /dev/null @@ -1,2084 +0,0 @@ -Taxonomy NbGenomes Reads -821 1 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1 202 -2202826 1 202 -2004647 1 202 -1437453 1 202 -1808979 1 202 -582419 1 202 -1330330 1 202 -69539 1 201 -76832 1 201 -241244 1 201 -2020486 1 201 -930806 1 201 -2704467 1 201 -1307763 1 201 -645517 1 201 -2597659 1 201 -243899 1 200 -2560010 1 200 -2136401 1 200 -200 1 200 -342950 1 200 -1357915 1 200 -1589 1 200 -2003370 1 200 -72361 1 200 -399497 1 200 diff --git a/mess/data/hmp_templates/gut/SRS105082-sim.yml b/mess/data/hmp_templates/gut/SRS105082-sim.yml deleted file mode 100644 index 7c4df6a..0000000 --- a/mess/data/hmp_templates/gut/SRS105082-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS105082-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS105082-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 14 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: False -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False diff --git a/mess/data/hmp_templates/gut/SRS147088-sim.tsv b/mess/data/hmp_templates/gut/SRS147088-sim.tsv deleted file mode 100644 index 4af04b4..0000000 --- a/mess/data/hmp_templates/gut/SRS147088-sim.tsv +++ /dev/null @@ -1,227 +0,0 @@ -Taxonomy NbGenomes Reads -1405 1 577345 -28116 1 501076 -28132 1 358855 -39778 1 260731 -145261 1 202977 -820 1 165607 -39777 1 94901 -488 1 93056 -246787 1 81882 -29466 1 79975 -729 1 61360 -821 1 57751 -371601 1 54708 -2610896 1 51949 -28449 1 50478 -1304 1 39916 -732 1 39709 -2528203 1 38069 -1177574 1 33830 -817 1 29707 -818 1 29376 -244366 1 27270 -2047 1 23242 -1660 1 23122 -43675 1 22501 -1796613 1 22111 -2663009 1 22071 -47678 1 21306 -199 1 20994 -357276 1 19951 -1305 1 19418 -1303 1 18558 -114527 1 16843 -495 1 16213 -712357 1 16147 -2109688 1 15145 -1017 1 14531 -712633 1 14138 -43768 1 14116 -484 1 13441 -550 1 13016 -823 1 11353 -1302 1 10943 -487 1 10817 -84135 1 10332 -28131 1 9721 -617123 1 9283 -1019 1 9228 -329854 1 7945 -589873 1 7239 -853 1 6671 -172042 1 6466 -544580 1 5015 -113107 1 5008 -860 1 4984 -33025 1 4733 -2093856 1 4594 -1655 1 4467 -28129 1 4410 -1335 1 4283 -851 1 4187 -95486 1 3904 -292800 1 3786 -28037 1 3579 -78535 1 3507 -28113 1 3474 -486 1 3278 -2109691 1 3220 -248315 1 3182 -539 1 2844 -1839799 1 2814 -1550024 1 2728 -1852377 1 2694 -2545799 1 2676 -1750 1 2672 -483 1 2550 -1313 1 2540 -109328 1 2415 -327575 1 2392 -28135 1 2322 -301301 1 2296 -28119 1 2233 -45634 1 2154 -1656 1 2144 -485 1 2111 -2382163 1 2106 -726 1 2038 -76123 1 1978 -712710 1 1887 -1583098 1 1886 -727 1 1877 -554406 1 1806 -2708117 1 1757 -47671 1 1725 -28118 1 1681 -1156433 1 1679 -68570 1 1529 -655307 1 1500 -739 1 1495 -1338 1 1472 -1526658 1 1429 -573 1 1330 -2598453 1 1315 -157687 1 1305 -1156431 1 1292 -489 1 1288 -52773 1 1275 -204 1 1252 -837 1 1224 -157688 1 1117 -33038 1 1097 -2572088 1 1075 -249188 1 1017 -2479767 1 991 -1496 1 971 -1316596 1 967 -216816 1 935 -1308 1 934 -1379 1 902 -1343 1 892 -29391 1 890 -2718 1 817 -649756 1 812 -39488 1 810 -2109690 1 784 -1307 1 773 -2585119 1 773 -208479 1 772 -2585118 1 764 -120683 1 759 -1433513 1 726 -504 1 703 -2025876 1 672 -1491 1 638 -713059 1 625 -1639133 1 593 -2086584 1 583 -1796646 1 583 -714 1 551 -1539298 1 543 -1328 1 538 -2662363 1 526 -1853278 1 515 -1912897 1 513 -712310 1 511 -157692 1 509 -29347 1 500 -33035 1 494 -1642647 1 483 -1834196 1 457 -2610895 1 449 -2093857 1 447 -2528037 1 446 -713030 1 421 -1871021 1 415 -824 1 414 -1352 1 412 -492 1 408 -33033 1 407 -562 1 400 -712991 1 399 -84030 1 399 -712538 1 398 -2666100 1 394 -2133944 1 379 -2606626 1 377 -239935 1 375 -326522 1 371 -1884263 1 364 -1316593 1 362 -185007 1 358 -1358 1 353 -1042156 1 352 -157691 1 350 -79329 1 347 -197 1 341 -1705617 1 332 -1351 1 329 -84112 1 325 -747 1 324 -2576606 1 324 -1853276 1 323 -2093742 1 322 -1796616 1 318 -1492 1 313 -1642646 1 308 -393921 1 306 -2584943 1 293 -1613 1 293 -326523 1 289 -2081702 1 287 -253 1 287 -76860 1 287 -493 1 269 -1297617 1 264 -1785996 1 262 -1314 1 261 -1340 1 256 -542 1 254 -36874 1 247 -1280 1 247 -221027 1 246 -1562970 1 245 -2696063 1 244 -45243 1 243 -28901 1 242 -1309 1 238 -1639 1 237 -1747 1 237 -1834207 1 235 -75985 1 233 -712122 1 233 -640030 1 231 -626937 1 222 -185008 1 216 -34085 1 215 -28091 1 214 -238 1 213 -1117645 1 213 -1624 1 212 -2109687 1 208 -57706 1 207 -1428 1 207 -1396 1 205 -1311 1 203 -1905 1 202 diff --git a/mess/data/hmp_templates/gut/SRS147088-sim.yml b/mess/data/hmp_templates/gut/SRS147088-sim.yml deleted file mode 100644 index ae158fe..0000000 --- a/mess/data/hmp_templates/gut/SRS147088-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS147088-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS147088-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 20 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/throat/SRS014475-sim.tsv b/mess/data/hmp_templates/throat/SRS014475-sim.tsv deleted file mode 100644 index fbdd672..0000000 --- a/mess/data/hmp_templates/throat/SRS014475-sim.tsv +++ /dev/null @@ -1,72 +0,0 @@ -Taxonomy NbGenomes Reads -487 1 183496 -727 1 88104 -729 1 15020 -28132 1 7641 -39778 1 6955 -1660 1 6904 -28037 1 5683 -2610896 1 5257 -712633 1 4542 -43675 1 4254 -39777 1 4247 -1177574 1 3514 -28449 1 3396 -589873 1 3244 -1304 1 3168 -2663009 1 3003 -1303 1 2499 -84135 1 2406 -28131 1 2330 -199 1 2314 -29466 1 2228 -486 1 2026 -1313 1 1942 -157687 1 1813 -655307 1 1615 -114527 1 1423 -43990 1 1409 -1379 1 1166 -485 1 1156 -484 1 1018 -113107 1 978 -483 1 906 -1433513 1 884 -495 1 832 -2047 1 806 -2598453 1 725 -1305 1 675 -28135 1 637 -617123 1 635 -489 1 635 -726 1 619 -78535 1 606 -52773 1 590 -851 1 589 -95486 1 582 -172042 1 574 -712357 1 537 -860 1 507 -488 1 507 -248315 1 504 -28129 1 492 -1302 1 446 -1852377 1 432 -45634 1 422 -33033 1 402 -539 1 392 -1747 1 380 -43768 1 353 -2382163 1 327 -712368 1 311 -735 1 295 -732 1 289 -249188 1 277 -40215 1 263 -29391 1 259 -712710 1 246 -1335 1 237 -712310 1 230 -1156431 1 226 -1839799 1 218 -1156433 1 216 diff --git a/mess/data/hmp_templates/throat/SRS014475-sim.yml b/mess/data/hmp_templates/throat/SRS014475-sim.yml deleted file mode 100644 index 03cc88c..0000000 --- a/mess/data/hmp_templates/throat/SRS014475-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS014475-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS014475-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 2 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/throat/SRS014689-sim.tsv b/mess/data/hmp_templates/throat/SRS014689-sim.tsv deleted file mode 100644 index e79a001..0000000 --- a/mess/data/hmp_templates/throat/SRS014689-sim.tsv +++ /dev/null @@ -1,345 +0,0 @@ -Taxonomy NbGenomes Reads -39778 1 888462 -28132 1 720463 -39777 1 516461 -1660 1 412854 -1177574 1 391624 -2663009 1 272429 -199 1 256635 -1304 1 227466 -29466 1 164345 -712633 1 141582 -2610896 1 132794 -28131 1 121362 -43675 1 109258 -860 1 101109 -114527 1 70255 -28037 1 52214 -1303 1 46609 -1852377 1 34681 -28135 1 34549 -729 1 33842 -84135 1 27456 -52773 1 25853 -851 1 23208 -1313 1 20308 -28129 1 20141 -1839799 1 17631 -113107 1 16979 -617123 1 15772 -76123 1 11464 -2598453 1 11198 -248315 1 10794 -1433513 1 9469 -1302 1 9185 -78535 1 8237 -157687 1 8196 -712538 1 8174 -1335 1 7862 -712357 1 6969 -1583098 1 6881 -713030 1 6698 -1379 1 6690 -2382163 1 6355 -1747 1 6247 -1308 1 5389 -2047 1 5114 -1156433 1 4377 -1156431 1 3977 -1305 1 3974 -29391 1 3819 -713059 1 3641 -28113 1 3295 -837 1 3134 -1343 1 3099 -1307 1 3077 -45634 1 2953 -33033 1 2827 -2144175 1 2766 -907 1 2651 -204 1 2644 -1328 1 2444 -2133944 1 2434 -1019 1 2257 -1338 1 2214 -1667168 1 2138 -712710 1 2138 -2572088 1 1949 -817 1 1858 -589873 1 1836 -726 1 1765 -727 1 1608 -712991 1 1586 -1017 1 1470 -1491 1 1398 -357276 1 1247 -28119 1 1185 -1884263 1 1179 -712310 1 1172 -43768 1 1161 -1661 1 1153 -853 1 1040 -1496 1 1019 -111015 1 1016 -1314 1 1007 -52774 1 983 -109328 1 980 -120683 1 948 -1309 1 945 -554406 1 938 -1351 1 909 -1659 1 889 -2708117 1 831 -84030 1 829 -859 1 820 -2606626 1 791 -1624 1 791 -1311 1 790 -39950 1 783 -34105 1 764 -824 1 753 -33035 1 720 -249188 1 712 -2109691 1 702 -185007 1 697 -2081702 1 693 -644007 1 682 -1334 1 675 -818 1 672 -1785996 1 671 -1358 1 658 -28188 1 647 -1656 1 644 -28264 1 625 -147802 1 618 -29347 1 608 -95486 1 604 -2576606 1 603 -1340 1 601 -44008 1 595 -1352 1 589 -172042 1 588 -821 1 576 -1539298 1 574 -1834196 1 569 -1639 1 567 -157691 1 558 -732 1 542 -52771 1 538 -87541 1 529 -1492 1 519 -157688 1 508 -544580 1 505 -2079536 1 502 -1042156 1 495 -2479767 1 494 -1280 1 492 -1428 1 487 -712122 1 486 -1502 1 479 -28116 1 479 -185008 1 478 -82348 1 477 -1655 1 474 -856 1 474 -33905 1 472 -1888195 1 470 -400065 1 469 -208479 1 463 -2057798 1 462 -562 1 462 -301301 1 458 -2560010 1 452 -39488 1 443 -2057800 1 442 -649756 1 439 -315405 1 438 -33040 1 432 -2545799 1 431 -28118 1 430 -2109690 1 429 -556499 1 426 -327575 1 419 -28901 1 415 -33945 1 415 -216816 1 410 -1598 1 404 -1310 1 402 -1744 1 401 -33038 1 399 -1825069 1 394 -303 1 393 -1903686 1 379 -2021971 1 378 -1348 1 378 -2702 1 372 -158847 1 370 -53346 1 368 -1349 1 368 -437897 1 362 -1851395 1 361 -2748 1 361 -1912795 1 360 -1346 1 360 -84112 1 359 -1260 1 353 -197 1 352 -1520 1 348 -210 1 345 -1960083 1 344 -74426 1 342 -1396 1 338 -712368 1 338 -1871021 1 338 -1703 1 337 -1354 1 335 -2093742 1 335 -1421 1 335 -64104 1 333 -1599 1 333 -1750 1 333 -1796646 1 331 -1855823 1 329 -246787 1 324 -2696063 1 318 -1465 1 313 -1282 1 312 -2718 1 312 -519472 1 311 -712411 1 311 -2751 1 310 -1501 1 308 -1316593 1 307 -393921 1 307 -1912897 1 301 -2571750 1 300 -1814128 1 299 -1329 1 298 -747 1 297 -149016 1 295 -2562451 1 295 -253 1 293 -1679721 1 293 -1705617 1 293 -739 1 292 -2081703 1 292 -1255 1 292 -54571 1 290 -89152 1 289 -2086584 1 287 -329854 1 285 -1796616 1 285 -656366 1 284 -820 1 283 -861 1 281 -1286 1 281 -1717 1 280 -1870984 1 278 -1404 1 278 -1423 1 275 -34085 1 273 -1406 1 272 -1534 1 272 -1571 1 272 -2420310 1 271 -1326 1 270 -47678 1 270 -76860 1 269 -1648 1 269 -36874 1 267 -46867 1 267 -2756 1 266 -33959 1 265 -1911586 1 265 -51669 1 264 -316 1 263 -157692 1 262 -1834207 1 260 -2051 1 259 -1736 1 258 -1871034 1 258 -1117645 1 256 -33010 1 256 -1282737 1 255 -2005703 1 254 -1316596 1 254 -1229621 1 254 -162 1 253 -1482 1 252 -53345 1 251 -294 1 251 -119206 1 251 -2564099 1 249 -731 1 248 -169679 1 247 -76853 1 247 -36745 1 246 -580165 1 246 -1397 1 245 -1590 1 244 -51665 1 244 -2364787 1 244 -1561 1 242 -1542 1 242 -287 1 241 -1270 1 241 -1076 1 241 -273384 1 241 -79329 1 240 -40324 1 240 -708126 1 237 -33970 1 237 -1681 1 236 -1505 1 236 -1630135 1 235 -1366 1 235 -2320868 1 234 -1785995 1 233 -47715 1 233 -1796613 1 233 -2582419 1 231 -2496265 1 231 -1685 1 230 -1363 1 230 -54005 1 230 -28038 1 228 -646413 1 226 -1393 1 225 -2572087 1 224 -1405 1 224 -2496867 1 223 -1712675 1 223 -237258 1 222 -1288 1 222 -200 1 221 -1564681 1 220 -1408 1 220 -1398 1 218 -1613 1 216 -738 1 216 -2161821 1 216 -1548 1 216 -43770 1 215 -417368 1 215 -1359 1 213 -1748 1 213 -2585118 1 212 -43674 1 212 -1245 1 211 -56 1 210 -1376 1 209 -1160721 1 209 -2697030 1 209 -2495645 1 208 -2589797 1 208 -47671 1 206 -239935 1 206 -996 1 205 -1852374 1 205 -2093856 1 204 -670 1 203 -2377 1 203 -584 1 202 -1513 1 201 -484770 1 201 -1642647 1 201 diff --git a/mess/data/hmp_templates/throat/SRS014689-sim.yml b/mess/data/hmp_templates/throat/SRS014689-sim.yml deleted file mode 100644 index 3fc4c9a..0000000 --- a/mess/data/hmp_templates/throat/SRS014689-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS014689-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS014689-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 3 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/throat/SRS065335-sim.tsv b/mess/data/hmp_templates/throat/SRS065335-sim.tsv deleted file mode 100644 index 2af92bf..0000000 --- a/mess/data/hmp_templates/throat/SRS065335-sim.tsv +++ /dev/null @@ -1,150 +0,0 @@ -Taxonomy NbGenomes Reads -199 1 192015 -28132 1 166398 -28449 1 152986 -729 1 137771 -2663009 1 127771 -1177574 1 112863 -39777 1 83177 -157687 1 80753 -28131 1 59142 -39778 1 47565 -484 1 40427 -712633 1 36973 -860 1 26455 -712538 1 24642 -1304 1 21928 -713030 1 18449 -1019 1 18293 -1017 1 18033 -29466 1 16119 -43675 1 14898 -327575 1 12871 -2545799 1 12824 -249188 1 12660 -487 1 11500 -84135 1 11238 -851 1 8693 -1660 1 7735 -712357 1 7702 -617123 1 7434 -2610896 1 7114 -1280 1 7077 -28135 1 6870 -28037 1 6513 -28129 1 6457 -589873 1 5635 -726 1 4761 -1303 1 4547 -486 1 4404 -157691 1 4311 -495 1 4221 -727 1 4180 -76123 1 3889 -488 1 3441 -2708117 1 3432 -1313 1 3297 -837 1 3195 -483 1 3090 -95486 1 2776 -204 1 2525 -712368 1 2501 -113107 1 2491 -1583098 1 2461 -1884263 1 2216 -109328 1 2214 -712710 1 2208 -712310 1 2124 -1852377 1 2048 -732 1 2020 -2598453 1 1982 -248315 1 1834 -1316596 1 1763 -735 1 1697 -1785996 1 1678 -1335 1 1636 -485 1 1603 -1433513 1 1204 -1379 1 1190 -489 1 1174 -114527 1 1168 -157688 1 1084 -817 1 1068 -1539298 1 1058 -1302 1 1040 -120683 1 973 -78535 1 903 -1839799 1 888 -739 1 812 -713059 1 739 -1305 1 724 -554406 1 708 -2382163 1 701 -539 1 664 -28113 1 664 -29391 1 652 -2133944 1 645 -1491 1 594 -1705617 1 572 -52773 1 568 -28119 1 567 -1328 1 556 -1316593 1 556 -36874 1 554 -818 1 546 -357276 1 527 -821 1 514 -1308 1 506 -492670 1 502 -859 1 460 -853 1 440 -45634 1 440 -1244531 1 436 -747 1 421 -1156433 1 416 -1496 1 404 -33033 1 394 -393921 1 374 -731 1 372 -1156431 1 369 -1307 1 355 -712991 1 347 -2606626 1 342 -2572088 1 339 -45243 1 334 -1343 1 323 -172042 1 323 -738 1 314 -75985 1 311 -34085 1 305 -2576606 1 303 -189834 1 290 -28118 1 287 -157692 1 285 -1340 1 278 -28116 1 272 -1338 1 271 -1428 1 264 -2585118 1 256 -1585976 1 256 -196 1 253 -85404 1 247 -84030 1 239 -730 1 236 -824 1 230 -1492 1 222 -246787 1 222 -562 1 222 -2572087 1 217 -329854 1 216 -714 1 215 -715 1 214 -43768 1 214 -2666100 1 214 -820 1 212 -1502 1 211 -504 1 211 -1311 1 210 -28188 1 209 -1796646 1 203 -47678 1 203 diff --git a/mess/data/hmp_templates/throat/SRS065335-sim.yml b/mess/data/hmp_templates/throat/SRS065335-sim.yml deleted file mode 100644 index b9b0463..0000000 --- a/mess/data/hmp_templates/throat/SRS065335-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS065335-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS065335-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 8 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/throat/SRS143032-sim.tsv b/mess/data/hmp_templates/throat/SRS143032-sim.tsv deleted file mode 100644 index 9dc92c2..0000000 --- a/mess/data/hmp_templates/throat/SRS143032-sim.tsv +++ /dev/null @@ -1,40 +0,0 @@ -Taxonomy NbGenomes Reads -589873 1 63425 -573 1 40147 -145261 1 32069 -28132 1 9578 -1177574 1 7402 -95486 1 7006 -244366 1 6931 -39778 1 4146 -39777 1 3070 -821 1 3021 -1304 1 2976 -28116 1 2742 -729 1 2033 -562 1 1546 -43675 1 1453 -10847 1 1415 -29466 1 986 -199 1 903 -28131 1 835 -2610896 1 633 -28037 1 614 -735 1 600 -712633 1 565 -550 1 471 -371601 1 469 -357276 1 351 -1660 1 312 -542 1 275 -1303 1 267 -114527 1 263 -853 1 259 -488 1 237 -1313 1 234 -546 1 226 -726 1 220 -28135 1 220 -28129 1 219 -1526658 1 217 -1433513 1 205 diff --git a/mess/data/hmp_templates/throat/SRS143032-sim.yml b/mess/data/hmp_templates/throat/SRS143032-sim.yml deleted file mode 100644 index 31a7131..0000000 --- a/mess/data/hmp_templates/throat/SRS143032-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS143032-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS143032-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 16 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/throat/SRS144378-sim.tsv b/mess/data/hmp_templates/throat/SRS144378-sim.tsv deleted file mode 100644 index 24caf13..0000000 --- a/mess/data/hmp_templates/throat/SRS144378-sim.tsv +++ /dev/null @@ -1,86 +0,0 @@ -Taxonomy NbGenomes Reads -589873 1 166850 -145261 1 74136 -1379 1 60158 -487 1 57190 -727 1 33120 -1328 1 19977 -28037 1 19459 -43675 1 14584 -95486 1 13951 -244366 1 13047 -1304 1 11645 -1313 1 9921 -39778 1 9651 -851 1 8656 -28131 1 8078 -1660 1 6504 -39777 1 6144 -732 1 5670 -2610896 1 5008 -28132 1 4365 -504 1 4351 -486 1 3869 -562 1 3689 -726 1 3638 -729 1 3582 -1177574 1 3316 -10847 1 3292 -1433513 1 2832 -29391 1 2604 -712633 1 2342 -29466 1 2342 -84135 1 2314 -1303 1 2309 -485 1 2156 -1338 1 2053 -33033 1 1994 -2598453 1 1899 -489 1 1767 -573 1 1508 -199 1 1421 -28449 1 1380 -157687 1 1340 -1335 1 1189 -2663009 1 1185 -483 1 1055 -550 1 1003 -539 1 932 -735 1 932 -113107 1 873 -484 1 726 -1747 1 687 -120683 1 677 -1839799 1 645 -488 1 627 -1343 1 618 -542 1 577 -114527 1 546 -1539298 1 536 -1316593 1 526 -1583098 1 524 -712310 1 486 -1705617 1 461 -1305 1 453 -52773 1 446 -495 1 440 -204 1 400 -1302 1 398 -76123 1 391 -1852377 1 360 -1308 1 348 -78535 1 337 -617123 1 324 -712538 1 276 -712357 1 251 -2382163 1 248 -2047 1 244 -837 1 243 -197575 1 237 -1613 1 232 -45634 1 222 -713030 1 210 -28135 1 208 -10665 1 207 -1307 1 201 -28129 1 200 diff --git a/mess/data/hmp_templates/throat/SRS144378-sim.yml b/mess/data/hmp_templates/throat/SRS144378-sim.yml deleted file mode 100644 index 51c73a9..0000000 --- a/mess/data/hmp_templates/throat/SRS144378-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS144378-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS144378-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 18 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/vagina/SRS097885-sim.tsv b/mess/data/hmp_templates/vagina/SRS097885-sim.tsv deleted file mode 100644 index e2f7dd6..0000000 --- a/mess/data/hmp_templates/vagina/SRS097885-sim.tsv +++ /dev/null @@ -1,27 +0,0 @@ -Taxonomy NbGenomes Reads -47770 1 645231 -145261 1 33481 -244366 1 9698 -2047 1 6687 -589873 1 3662 -544580 1 3180 -1655 1 2838 -43768 1 2697 -1596 1 2601 -29466 1 1838 -1303 1 1461 -1587 1 1402 -1633 1 1281 -1305 1 1144 -1656 1 775 -1604 1 632 -2107999 1 417 -52242 1 413 -1302 1 400 -729 1 399 -172042 1 380 -573 1 342 -1579 1 291 -33959 1 240 -10847 1 213 -1747 1 210 diff --git a/mess/data/hmp_templates/vagina/SRS097885-sim.yml b/mess/data/hmp_templates/vagina/SRS097885-sim.yml deleted file mode 100644 index 084288f..0000000 --- a/mess/data/hmp_templates/vagina/SRS097885-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS097885-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS097885-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 9 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/vagina/SRS098585-sim.tsv b/mess/data/hmp_templates/vagina/SRS098585-sim.tsv deleted file mode 100644 index f90bdd6..0000000 --- a/mess/data/hmp_templates/vagina/SRS098585-sim.tsv +++ /dev/null @@ -1,108 +0,0 @@ -Taxonomy NbGenomes Reads -47770 1 435567 -145261 1 277486 -244366 1 128739 -821 1 42560 -589873 1 33385 -853 1 19867 -28116 1 14696 -729 1 13129 -2528203 1 10992 -28037 1 9421 -823 1 7932 -1587 1 7815 -2109691 1 7022 -292800 1 3466 -1313 1 3445 -28118 1 3125 -1520 1 3042 -357276 1 3036 -818 1 3019 -726 1 3018 -371601 1 2922 -820 1 2843 -43768 1 2639 -2585119 1 2503 -817 1 2344 -1633 1 2284 -1433513 1 2242 -1303 1 2202 -28132 1 2155 -1177574 1 1775 -727 1 1616 -39778 1 1571 -1660 1 1506 -1379 1 1370 -29466 1 1266 -28131 1 1210 -2610895 1 1178 -39777 1 1120 -1304 1 1115 -2718 1 1076 -712310 1 1052 -2585118 1 1026 -199 1 1014 -2093856 1 997 -1604 1 976 -1796613 1 929 -43675 1 905 -2093857 1 853 -28135 1 853 -2598453 1 811 -2364787 1 760 -2109687 1 752 -2109688 1 749 -1550024 1 741 -157687 1 736 -2479767 1 687 -544580 1 667 -210 1 659 -95486 1 659 -74426 1 651 -2663009 1 643 -47678 1 602 -1305 1 598 -824 1 587 -1655 1 579 -1750 1 559 -301301 1 555 -2094242 1 552 -573 1 515 -68570 1 512 -851 1 505 -550 1 503 -28129 1 486 -246787 1 480 -2494234 1 470 -329854 1 459 -2610896 1 438 -2025876 1 402 -1309 1 401 -2133944 1 384 -712710 1 367 -39488 1 360 -1302 1 343 -1747 1 330 -712122 1 327 -113107 1 323 -52242 1 304 -1613 1 298 -712633 1 295 -28113 1 294 -33959 1 271 -1496 1 268 -2584944 1 266 -488 1 254 -76123 1 246 -249188 1 243 -114527 1 236 -1598 1 233 -837 1 227 -28119 1 227 -1852377 1 226 -1656 1 218 -33038 1 216 -2662363 1 215 -10847 1 208 -28449 1 202 -2584943 1 200 diff --git a/mess/data/hmp_templates/vagina/SRS098585-sim.yml b/mess/data/hmp_templates/vagina/SRS098585-sim.yml deleted file mode 100644 index 81899ee..0000000 --- a/mess/data/hmp_templates/vagina/SRS098585-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS098585-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS098585-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 10 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/vagina/SRS142957-sim.tsv b/mess/data/hmp_templates/vagina/SRS142957-sim.tsv deleted file mode 100644 index de3e4ff..0000000 --- a/mess/data/hmp_templates/vagina/SRS142957-sim.tsv +++ /dev/null @@ -1,32 +0,0 @@ -Taxonomy NbGenomes Reads -147802 1 853967 -109790 1 334437 -589873 1 14075 -145261 1 10395 -2057741 1 8965 -95486 1 8844 -47770 1 4935 -329 1 4050 -10847 1 1984 -1598 1 1962 -1197460 1 1335 -69666 1 810 -2702 1 702 -1679497 1 688 -2010972 1 648 -244366 1 638 -562 1 613 -492670 1 548 -366602 1 455 -87541 1 402 -1747 1 383 -155892 1 381 -88688 1 368 -1280 1 324 -69665 1 305 -69395 1 267 -1587 1 252 -2201350 1 245 -588932 1 241 -244734 1 231 -1076 1 203 diff --git a/mess/data/hmp_templates/vagina/SRS142957-sim.yml b/mess/data/hmp_templates/vagina/SRS142957-sim.yml deleted file mode 100644 index 8e69656..0000000 --- a/mess/data/hmp_templates/vagina/SRS142957-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS142957-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS142957-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 15 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/vagina/SRS143776-sim.tsv b/mess/data/hmp_templates/vagina/SRS143776-sim.tsv deleted file mode 100644 index 8860641..0000000 --- a/mess/data/hmp_templates/vagina/SRS143776-sim.tsv +++ /dev/null @@ -1,42 +0,0 @@ -Taxonomy NbGenomes Reads -47770 1 3095389 -145261 1 39245 -244366 1 30370 -589873 1 21670 -95486 1 18753 -863372 1 9461 -1587 1 6102 -40324 1 3943 -1604 1 3427 -1774 1 3306 -2082188 1 2922 -75588 1 2897 -1561223 1 2520 -2282124 1 1929 -52242 1 1768 -85698 1 1767 -550 1 1280 -1579 1 1214 -2107999 1 1184 -93064 1 1133 -33959 1 1118 -267818 1 802 -2690380 1 573 -1633 1 480 -1596 1 467 -1520670 1 410 -83683 1 381 -294 1 374 -47883 1 361 -109790 1 327 -217203 1 298 -32002 1 282 -964 1 265 -80842 1 254 -303 1 252 -1515612 1 243 -10847 1 242 -317 1 237 -82367 1 236 -1747 1 224 -68895 1 206 diff --git a/mess/data/hmp_templates/vagina/SRS143776-sim.yml b/mess/data/hmp_templates/vagina/SRS143776-sim.yml deleted file mode 100644 index c054e16..0000000 --- a/mess/data/hmp_templates/vagina/SRS143776-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS143776-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS143776-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 17 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/data/hmp_templates/vagina/SRS146847-sim.tsv b/mess/data/hmp_templates/vagina/SRS146847-sim.tsv deleted file mode 100644 index 9f57c20..0000000 --- a/mess/data/hmp_templates/vagina/SRS146847-sim.tsv +++ /dev/null @@ -1,40 +0,0 @@ -Taxonomy NbGenomes Reads -147802 1 570559 -145261 1 48960 -589873 1 32189 -47770 1 17457 -244366 1 11516 -109790 1 11294 -95486 1 11123 -28037 1 8301 -1313 1 5946 -1774 1 3727 -134821 1 3127 -10847 1 2975 -1561223 1 2866 -562 1 2699 -1303 1 2660 -1311 1 2492 -1633 1 1719 -573 1 1153 -1596 1 1091 -1433513 1 1014 -2598453 1 905 -87541 1 858 -1870984 1 685 -550 1 635 -1328 1 585 -1520670 1 534 -1747 1 503 -1587 1 417 -1613 1 396 -542 1 395 -1314 1 358 -1379 1 323 -1282 1 307 -1260 1 281 -113107 1 245 -1598 1 245 -36809 1 222 -1526658 1 218 -236753 1 204 diff --git a/mess/data/hmp_templates/vagina/SRS146847-sim.yml b/mess/data/hmp_templates/vagina/SRS146847-sim.yml deleted file mode 100644 index 759938c..0000000 --- a/mess/data/hmp_templates/vagina/SRS146847-sim.yml +++ /dev/null @@ -1,20 +0,0 @@ -input_table_path: SRS146847-sim.tsv -sd_read_num: 0 -replicates: 1 -community_name: SRS146847-sim -seq_tech: illumina -read_status: paired -illumina_sequencing_system: HS20 -illumina_read_len: 100 -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 20 -set_seed: 19 -NCBI_key: your_ncbi_key -NCBI_email: your_ncbi_email -complete_assemblies: True -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True -Rank_to_filter_by: False \ No newline at end of file diff --git a/mess/mess.py b/mess/mess.py deleted file mode 100644 index dc24a39..0000000 --- a/mess/mess.py +++ /dev/null @@ -1,149 +0,0 @@ -# Parts of this wrapper are inspired by atlas, an easy-to-use metagenomic pipeline based on snakemake. -# Go check it out on https://github.com/metagenome-atlas/atlas -import logging -import os -import sys -import click -import subprocess - -logging.basicConfig( - level=logging.INFO, - datefmt="%Y-%m-%d %H:%M", - format="[%(asctime)s %(levelname)s] %(message)s", -) - -""" -Functions -""" - - -def get_version(): - thisdir = os.path.abspath(os.path.dirname(__file__)) - init = os.path.join(thisdir, "__init__.py") - return open(init).readline().split(" = ")[1].replace('"', "") - - -def get_snakefile(): - thisdir = os.path.abspath(os.path.dirname(__file__)) - sf = os.path.join(thisdir, "bin", "Snakefile") - if not os.path.exists(sf): - sys.exit(f"Unable to locate the Snakemake workflow file at {sf}") - return sf - - -""" -Main -""" -version = get_version() - - -@click.group(context_settings=dict(help_option_names=["-h", "--help"])) -@click.version_option(version) -@click.pass_context -def cli(obj): - """ - MeSS is a snakemake pipeline used for simulating long and short reads metagenomic mock communities - """ - - -@cli.command( - "run", - context_settings=dict(ignore_unknown_options=True), - short_help="run all MeSS pipeline steps", -) -@click.option( - "-f", - "--config-file", - type=click.Path(exists=True, resolve_path=True), - help="path to MeSS configfile", -) -@click.option( - "-p", - "--conda-prefix", - type=click.Path(exists=True, resolve_path=True), - help="path to conda environment", -) -@click.option( - "-n", - "--dryrun_status", - is_flag=True, - default=False, - show_default=True, - help="Snakemake dryrun to see the scheduling plan", -) -@click.option( - "-nr", - "--ncbi_requests", - type=int, - help="number of ncbi requests, check https://github.com/metagenlab/mess for more details", - default=3, -) -@click.option( - "-ns", - "--nb_sim", - type=int, - help="number of genomes to simulate in parallel, check https://github.com/metagenlab/mess for more details", - default=2, -) -@click.option( - "-nc", - "--nb_cat", - type=int, - help="number of genomes to concatenate in parallel, check https://github.com/metagenlab/mess for more details", - default=2, -) -@click.option( - "-c", - "--cores", - type=int, - help="number of cores to allow for the workflow", - default=2, -) -@click.argument("snakemake_args", nargs=-1, type=click.UNPROCESSED) -def run_workflow( - conda_prefix, - config_file, - dryrun_status, - ncbi_requests, - nb_sim, - nb_cat, - cores, - snakemake_args, -): - """ - Runs MeSS pipeline with all steps - """ - if config_file is None: - config_file = "config.yml" - - if not os.path.exists(config_file): - logging.critical( - f"config-file not found: {config_file}\n" - "make sure your config.yml is in your working directory" - ) - sys.exit(1) - if dryrun_status: - dryrun = "-n" - else: - dryrun = "" - if conda_prefix is None: - conda_prefix = os.environ["CONDA_PREFIX"] - if not os.path.exists(conda_prefix): - logging.critical(f"conda env path not found: {conda_prefix}") - sys.exit(1) - cmd = ( - f"snakemake --snakefile {get_snakefile()} --configfile {config_file} --use-conda --conda-prefix {conda_prefix} " - f" --resources ncbi_requests={ncbi_requests} nb_simulation={nb_sim} parallel_cat={nb_cat} --cores {cores} " - f"all_sim {dryrun} {' '.join(snakemake_args)}" - ) - logging.info("Executing: %s" % cmd) - try: - subprocess.check_call(cmd, shell=True) - except subprocess.CalledProcessError as e: - # removes the traceback - logging.critical(e) - exit(1) - - -if __name__ == "__main__": - cli() diff --git a/mess/mess/__init__.py b/mess/mess/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/mess/mess/__main__.py b/mess/mess/__main__.py new file mode 100644 index 0000000..bcdb351 --- /dev/null +++ b/mess/mess/__main__.py @@ -0,0 +1,191 @@ +""" +Entrypoint for MeSS + +Check out the wiki for a detailed look at customising this file: +https://github.com/beardymcjohnface/Snaketool/wiki/Customising-your-Snaketool +""" + +import os +import click + +from snaketool_utils.cli_utils import OrderedCommands, run_snakemake, copy_config, echo_click + + +def snake_base(rel_path): + """Get the filepath to a Snaketool system file (relative to __main__.py)""" + return os.path.join(os.path.dirname(os.path.realpath(__file__)), rel_path) + + +def get_version(): + """Read and print the version from the version file""" + with open(snake_base("mess.VERSION"), "r") as f: + version = f.readline() + return version + + +def print_citation(): + """Read and print the Citation information from the citation file""" + with open(snake_base("mess.CITATION"), "r") as f: + for line in f: + echo_click(line) + + +def default_to_output(ctx, param, value): + """Callback for click options; places value in output directory unless specified""" + if param.default == value: + return os.path.join(ctx.params["output"], value) + return value + + +def common_options(func): + """Common command line args + Define common command line args here, and include them with the @common_options decorator below. + """ + options = [ + click.option( + "--output", + help="Output directory", + type=click.Path(dir_okay=True, writable=True, readable=True), + default="mess.out", + show_default=True, + ), + click.option( + "--configfile", + default="config.yaml", + show_default=False, + callback=default_to_output, + help="Custom config file [default: (outputDir)/config.yaml]", + ), + click.option( + "--threads", help="Number of threads to use", default=1, show_default=True + ), + click.option( + "--profile", + default=None, + help="Snakemake profile to use", + show_default=False, + ), + click.option( + "--use-conda/--no-use-conda", + default=True, + help="Use conda for Snakemake rules", + show_default=True, + ), + click.option( + "--conda-prefix", + default=snake_base(os.path.join("workflow", "conda")), + help="Custom conda env directory", + type=click.Path(), + show_default=False, + ), + click.option( + "--snake-default", + multiple=True, + default=[ + "--printshellcmds", + "--nolock", + "--show-failed-logs", + ], + help="Customise Snakemake runtime args", + show_default=True, + ), + click.option( + "--log", + default="mess.log", + callback=default_to_output, + hidden=True, + ), + click.option( + "--system-config", + default=snake_base(os.path.join("config", "config.yaml")), + hidden=True, + ), + click.argument("snake_args", nargs=-1), + ] + for option in reversed(options): + func = option(func) + return func + + +@click.group( + cls=OrderedCommands, context_settings=dict(help_option_names=["-h", "--help"]) +) +@click.version_option(get_version(), "-v", "--version", is_flag=True) +def cli(): + """Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool + \b + For more options, run: + mess command --help""" + pass + + +help_msg_extra = """ +\b +CLUSTER EXECUTION: +mess run ... --profile [profile] +For information on Snakemake profiles see: +https://snakemake.readthedocs.io/en/stable/executing/cli.html#profiles +\b +RUN EXAMPLES: +Required: mess run --input [file] +Specify threads: mess run ... --threads [threads] +Disable conda: mess run ... --no-use-conda +Change defaults: mess run ... --snake-default="-k --nolock" +Add Snakemake args: mess run ... --dry-run --keep-going --touch +Specify targets: mess run ... all print_targets +Available targets: + all Run everything (default) + print_targets List available targets +""" + + +@click.command( + epilog=help_msg_extra, + context_settings=dict( + help_option_names=["-h", "--help"], ignore_unknown_options=True + ), +) +@click.option("--input", "_input", help="Input file/directory", type=str, required=True) +@common_options +def run(**kwargs): + """Run MeSS""" + # Config to add or update in configfile + merge_config = { + "mess": { + "args": kwargs + } + } + + # run! + run_snakemake( + # Full path to Snakefile + snakefile_path=snake_base(os.path.join("workflow", "Snakefile")), + merge_config=merge_config, + **kwargs + ) + + +@click.command() +@common_options +def config(configfile, system_config, **kwargs): + """Copy the system default config file""" + copy_config(configfile, system_config=system_config) + + +@click.command() +def citation(**kwargs): + """Print the citation(s) for this tool""" + print_citation() + + +cli.add_command(run) +cli.add_command(config) +cli.add_command(citation) + + +def main(): + cli() + + +if __name__ == "__main__": + main() diff --git a/mess/mess/config/config.yaml b/mess/mess/config/config.yaml new file mode 100644 index 0000000..121f4aa --- /dev/null +++ b/mess/mess/config/config.yaml @@ -0,0 +1,6 @@ +# Namespaced config file example +mess: + args: # Command line args will be (over)written here at runtime + input: + output: + # Add customisable config here \ No newline at end of file diff --git a/mess/mess/config/system_config.yaml b/mess/mess/config/system_config.yaml new file mode 100644 index 0000000..9564149 --- /dev/null +++ b/mess/mess/config/system_config.yaml @@ -0,0 +1,2 @@ +mess: + # Config you don't want users to change \ No newline at end of file diff --git a/mess/mess/mess.CITATION b/mess/mess/mess.CITATION new file mode 100644 index 0000000..b9104d0 --- /dev/null +++ b/mess/mess/mess.CITATION @@ -0,0 +1,9 @@ +Please cite MeSS in your paper using this article: + + +Please consider also citing these dependencies: +Snaketool: +https://doi.org/10.1371/journal.pcbi.1010705 + +Snakemake: +https://doi.org/10.12688/f1000research.29032.1 diff --git a/mess/mess/mess.LICENSE b/mess/mess/mess.LICENSE new file mode 100644 index 0000000..958a9d4 --- /dev/null +++ b/mess/mess/mess.LICENSE @@ -0,0 +1,33 @@ +GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool + Copyright (C) 2023 Farid Chaabane + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + +Also add information on how to contact you by electronic and paper mail. + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. + diff --git a/mess/mess/mess.VERSION b/mess/mess/mess.VERSION new file mode 100644 index 0000000..f477849 --- /dev/null +++ b/mess/mess/mess.VERSION @@ -0,0 +1 @@ +0.2.2 \ No newline at end of file diff --git a/mess/mess/workflow/Snakefile b/mess/mess/workflow/Snakefile new file mode 100644 index 0000000..ecdc1ab --- /dev/null +++ b/mess/mess/workflow/Snakefile @@ -0,0 +1,24 @@ + +# Update default config with runtime config +configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") +configfile: os.path.join(workflow.basedir, "../", "config", "system_config.yaml") +config.update(config["mess"]) # convenience if using namespaced config + + +# Rules files +include: os.path.join(workflow.basedir, "rules", "preflight.smk") +include: os.path.join(workflow.basedir, "rules", "example.smk") + + +# Target rules +@targetRule +rule all: + input: + targets + + +@targetRule +rule print_targets: + run: + print("\nTop level rules are: \n", file=sys.stderr) + print("* " + "\n* ".join(target_rules) + "\n\n", file=sys.stderr) diff --git a/mess/mess/workflow/envs/example.yaml b/mess/mess/workflow/envs/example.yaml new file mode 100644 index 0000000..3bf8ab1 --- /dev/null +++ b/mess/mess/workflow/envs/example.yaml @@ -0,0 +1,5 @@ +name: python +channels: + - defaults +dependencies: + - python>=3.9 diff --git a/mess/mess/workflow/rules/example.smk b/mess/mess/workflow/rules/example.smk new file mode 100644 index 0000000..65fb085 --- /dev/null +++ b/mess/mess/workflow/rules/example.smk @@ -0,0 +1,11 @@ +rule example: + output: + os.path.join(dirs["results"], "example.done") + conda: + os.path.join(dirs["envs"], "example.yaml") + benchmark: + os.path.join(dirs["bench"], "example.txt") + log: + os.path.join(dirs["logs"], "example.err") + script: + os.path.join(dirs["scripts"], "example.py") diff --git a/mess/mess/workflow/rules/preflight.smk b/mess/mess/workflow/rules/preflight.smk new file mode 100644 index 0000000..8b720ee --- /dev/null +++ b/mess/mess/workflow/rules/preflight.smk @@ -0,0 +1,43 @@ + +# Directories +dirs = { + "logs": os.path.join(config["args"]["output"], "logs"), + "bench": os.path.join(config["args"]["output"], "bench"), + "results": os.path.join(config["args"]["output"], "results"), + "envs": os.path.join(workflow.basedir, "envs"), + "scripts": os.path.join(workflow.basedir, "scripts") +} + + +# Targets +targets = [ + os.path.join(dirs["results"], "example.done") +] + + +# Misc +target_rules = [] + + +def targetRule(fn): + """Mark rules as target rules for rule print_targets""" + assert fn.__name__.startswith("__") + target_rules.append(fn.__name__[2:]) + return fn + + +def copy_log_file(): + """Concatenate Snakemake log to output log file""" + import glob + + files = glob.glob(os.path.join(".snakemake", "log", "*.snakemake.log")) + if files: + current_log = max(files, key=os.path.getmtime) + shell("cat " + current_log + " >> " + config["args"]["log"]) + + +onsuccess: + copy_log_file() + +onerror: + copy_log_file() diff --git a/mess/mess/workflow/scripts/example.py b/mess/mess/workflow/scripts/example.py new file mode 100644 index 0000000..6a3560e --- /dev/null +++ b/mess/mess/workflow/scripts/example.py @@ -0,0 +1,7 @@ + +def main(**kwargs): + open(kwargs["output"], "w").close() + + +if __name__ == "__main__": + main(output=snakemake.output[0],) diff --git a/mess/setup.py b/mess/setup.py new file mode 100644 index 0000000..56ee3f6 --- /dev/null +++ b/mess/setup.py @@ -0,0 +1,66 @@ +import os +from setuptools import setup, find_packages + + +def get_version(): + with open( + os.path.join( + os.path.dirname(os.path.realpath(__file__)), + "mess", + "mess.VERSION", + ) + ) as f: + return f.readline().strip() + + +def get_description(): + with open("README.md", "r") as fh: + long_description = fh.read() + return long_description + + +def get_data_files(): + data_files = [(".", ["README.md"])] + return data_files + + +CLASSIFIERS = [ + "Environment :: Console", + "Environment :: MacOS X", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", + "Natural Language :: English", + "Operating System :: POSIX :: Linux", + "Operating System :: MacOS :: MacOS X", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Topic :: Scientific/Engineering :: Bio-Informatics", +] + +setup( + name="mess", + packages=find_packages(), + url="https://github.com/metagenlab/MeSS", + python_requires=">=3.9", + description="Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool", + long_description=get_description(), + long_description_content_type="text/markdown", + version=get_version(), + author="Farid Chaabane", + author_email="farid.chaabane@chuv.ch", + data_files=get_data_files(), + py_modules=["mess"], + install_requires=[ + "snaketool-utils>=0.0.4", + "snakemake>=7.14.0", + "pyyaml>=6.0", + "Click>=8.1.3", + ], + entry_points={ + "console_scripts": [ + "mess=mess.__main__:main" + ] + }, + include_package_data=True, +) diff --git a/setup.py b/setup.py deleted file mode 100644 index 8d4092c..0000000 --- a/setup.py +++ /dev/null @@ -1,17 +0,0 @@ -from setuptools import setup, find_packages -from mess import __version__ - -setup( - name="MeSS", - version=__version__, - url="https://github.com/metagenlab/MeSS", - license="GPL-3", - author="Farid Chaabane", - author_email="farid.chaabane@chuv.ch", - description="MeSS is a snakemake workflow used for simulating metagenomic mock communities", - packages=find_packages(), - package_data={"mess": ["bin/*"]}, - include_package_data=True, - data_files=[(".", ["LICENSE", "README.md"])], - entry_points={"console_scripts": ["mess = mess.mess:cli"]}, -) From f07ec50f07f1bf926656cccc6502ca10c8992bc7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 13 Nov 2023 15:07:24 +0100 Subject: [PATCH 021/365] added gitignore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..6b549d4 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +mess/mess.egg-info/ +mess/mess/__pycache__ From b48617d56d6131da01764a16043841a110ff4bd4 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 13 Nov 2023 16:24:25 +0100 Subject: [PATCH 022/365] modified pipeline description --- mess/README.md | 2 +- mess/mess/__main__.py | 15 ++++++++------- mess/mess/mess.LICENSE | 2 +- mess/setup.py | 10 +++------- 4 files changed, 13 insertions(+), 16 deletions(-) diff --git a/mess/README.md b/mess/README.md index 5131a1b..7d49610 100644 --- a/mess/README.md +++ b/mess/README.md @@ -1,3 +1,3 @@ # MeSS -Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool +Snakemake pipeline for simulating short and long read metagenomes diff --git a/mess/mess/__main__.py b/mess/mess/__main__.py index bcdb351..436914c 100644 --- a/mess/mess/__main__.py +++ b/mess/mess/__main__.py @@ -8,7 +8,12 @@ import os import click -from snaketool_utils.cli_utils import OrderedCommands, run_snakemake, copy_config, echo_click +from snaketool_utils.cli_utils import ( + OrderedCommands, + run_snakemake, + copy_config, + echo_click, +) def snake_base(rel_path): @@ -112,7 +117,7 @@ def common_options(func): ) @click.version_option(get_version(), "-v", "--version", is_flag=True) def cli(): - """Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool + """Snakemake pipeline for simulating short and long read metagenomes \b For more options, run: mess command --help""" @@ -150,11 +155,7 @@ def cli(): def run(**kwargs): """Run MeSS""" # Config to add or update in configfile - merge_config = { - "mess": { - "args": kwargs - } - } + merge_config = {"mess": {"args": kwargs}} # run! run_snakemake( diff --git a/mess/mess/mess.LICENSE b/mess/mess/mess.LICENSE index 958a9d4..fc5c7a7 100644 --- a/mess/mess/mess.LICENSE +++ b/mess/mess/mess.LICENSE @@ -1,7 +1,7 @@ GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 - Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool + Snakemake pipeline for simulating short and long read metagenomes Copyright (C) 2023 Farid Chaabane This program is free software: you can redistribute it and/or modify diff --git a/mess/setup.py b/mess/setup.py index 56ee3f6..222e9af 100644 --- a/mess/setup.py +++ b/mess/setup.py @@ -11,7 +11,7 @@ def get_version(): ) ) as f: return f.readline().strip() - + def get_description(): with open("README.md", "r") as fh: @@ -43,7 +43,7 @@ def get_data_files(): packages=find_packages(), url="https://github.com/metagenlab/MeSS", python_requires=">=3.9", - description="Automated pipeline for short and long read metagenomic simulation, implemented in Snakemake using Snaketool", + description="Snakemake pipeline for simulating short and long read metagenomes", long_description=get_description(), long_description_content_type="text/markdown", version=get_version(), @@ -57,10 +57,6 @@ def get_data_files(): "pyyaml>=6.0", "Click>=8.1.3", ], - entry_points={ - "console_scripts": [ - "mess=mess.__main__:main" - ] - }, + entry_points={"console_scripts": ["mess=mess.__main__:main"]}, include_package_data=True, ) From b21bee43f93d1da5a65097a7ba74eb42f2c8b8cb Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 13 Nov 2023 16:59:09 +0100 Subject: [PATCH 023/365] adde splash text --- mess/mess/__main__.py | 24 ++++++++++++++++++++---- 1 file changed, 20 insertions(+), 4 deletions(-) diff --git a/mess/mess/__main__.py b/mess/mess/__main__.py index 436914c..941142c 100644 --- a/mess/mess/__main__.py +++ b/mess/mess/__main__.py @@ -112,13 +112,28 @@ def common_options(func): return func +version = get_version() + + +def print_splash(): + click.echo( + f""" + ___ ___ _____ _____ + | \/ | / ___/ ___| + | . . | ___\ `--.\ `--. + | |\/| |/ _ \`--. \`--. \\ + | | | | __/\__/ /\__/ / + \_| |_/\___\____/\____/ v{version} + """ + ) + + @click.group( cls=OrderedCommands, context_settings=dict(help_option_names=["-h", "--help"]) ) -@click.version_option(get_version(), "-v", "--version", is_flag=True) +@click.version_option(version, "-v", "--version", is_flag=True) def cli(): - """Snakemake pipeline for simulating short and long read metagenomes - \b + """ For more options, run: mess command --help""" pass @@ -162,7 +177,7 @@ def run(**kwargs): # Full path to Snakefile snakefile_path=snake_base(os.path.join("workflow", "Snakefile")), merge_config=merge_config, - **kwargs + **kwargs, ) @@ -185,6 +200,7 @@ def citation(**kwargs): def main(): + print_splash() cli() From a3748c185f4388231b32bfeb965d778961bf3192 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 13 Nov 2023 17:08:47 +0100 Subject: [PATCH 024/365] improved cov calculation --- mess/bin/calculate_cov.py | 223 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 223 insertions(+) create mode 100644 mess/bin/calculate_cov.py diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py new file mode 100644 index 0000000..3670f2b --- /dev/null +++ b/mess/bin/calculate_cov.py @@ -0,0 +1,223 @@ +#!/usr/bin/env python3 + +import argparse +import pandas as pd +import numpy as np +import logging +import os + +""" +Description +""" +desc = "calculate reads, bases, coverage, proportions and abundances" +example = """Example usage: get_dist.py -i input.tsv -a assembly_summary.tsv -o abundances.json""" +argParser = argparse.ArgumentParser(description=desc, epilog=example) + +""" +Arguments +""" +argParser.add_argument( + "-i", + dest="input", + type=str, + help="mess input table", + required=True, +) +argParser.add_argument( + "-a", + dest="asm_summary", + type=str, + help="assembly summary table with taxonomy and sequence info", + required=True, +) +argParser.add_argument( + "-o", dest="output", type=str, help="output json", default="abundances.json" +) + +argParser.add_argument( + "-d", + dest="dist", + type=list, + help="distribution of reads across genomes", + choices=["lognormal", "even", None], + default=None, +) + +argParser.add_argument( + "-m", + "--mu", + dest="mu", + type=int, + help="mu of lognormal distribution", + default=1, +) +argParser.add_argument( + "-s", + "--sigma", + dest="sigma", + type=int, + help="sigma of lognormal distribution", + default=0, +) + +argParser.add_argument( + "--log", dest="log", type=str, help="log path", default="log.txt" +) +argParser.add_argument( + "-n", + "--total_bases", + dest="total_bases", + type=str, + help="total sequencing bases", + default="1G", +) + +argParser.add_argument( + "-l", + "--read_length", + dest="read_length", + type=int, + help="average read length", + default=150, +) + +argParser.add_argument( + "-p", + "--pairing", + dest="pairing", + type=bool, + help="are reads paired or not", + default=False, +) + +argParser.add_argument( + "-sd", + "--sd_rep", + dest="sd_rep", + type=int, + help="standard deviation of read count between replicates", + default=0, +) +argParser.add_argument( + "--seed", + dest="seed", + type=int, + help="set seed for reproducibility", + default=42, +) + +args = argParser.parse_args() + +""" +Functions +""" + + +def get_lognormal_dist(df, mu, sigma): + df["lognormal"] = np.random.lognormal(mean=mu, sigma=sigma, size=len(df)) + df["proportion"] = df["lognormal"] / df["lognormal"].sum() + return df + + +def get_even_dist(df, cols): + """ + function that calculates even abundances across taxonomy + """ + abundances = df[cols].value_counts(normalize=True).reset_index() + return df.merge(abundances) + + +def conv(s): + try: + # multiply with meter-prefix value + return float(s[:-1]) * prefix[s[-1]] + except KeyError: + # no or unknown meter-prefix + return float(s) + + +""" +Main +""" +# Set logging +logging.basicConfig( + format="%(asctime)s %(levelname)s %(message)s", + datefmt="%d %b %Y %H:%M:%S", + filename=args.log, + level=logging.DEBUG, +) +# Set seed +np.random.seed(args.seed) + +# Pairing +if args.pairing: + p = 2 +else: + p = 1 + +# Calculate total base count + +prefix = {"T": 10**12, "G": 10**9, "M": 10**6, "k": 10**3} +total_bases = conv(args.total_bases) + + +# Get table with assembly genomsizes and their taxonomy +entry_df = pd.read_csv(args.input, sep="\t") +asm_df = pd.read_csv(args.asm_summary, sep="\t") +df = entry_df.merge(asm_df) + +# Count number of entries +df["count"] = df.groupby("entry")["entry"].transform("count") + +# Calculate prportion with dist +if args.dist == "even": + df = get_even_dist(df, ["taxid"]) + df["bases"] = df["proportion"] * total_bases + df["reads"] = df["bases"] / (args.read_length * p) + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + +elif args.dist == "lognormal": + df = get_lognormal_dist(df, args.mu, args.sigma) + df["bases"] = df["proportion"] * total_bases + df["reads"] = df["bases"] / (args.read_length * p) + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + +elif args.dist == None: + if "proportion" in entry_df.columns: + df["proportion"] = df["proportion"] / df["count"] + df["bases"] = df["proportion"] * total_bases + df["reads"] = df["bases"] / (args.read_length * p) + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + + elif "reads" in entry_df.columns: + df["reads"] = df["reads"] / df["count"] + df["bases"] = df["reads"] * (args.read_length * p) + total_bases = df["bases"].sum() + df["proportion"] = df["bases"] / total_bases + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + + elif "bases" in entry_df.columns: + total_bases = df["bases"].sum() + df["bases"] = df["bases"] / df["count"] + df["reads"] = df["bases"] / (args.read_length * p) + df["proportion"] = df["bases"] / total_bases + df["cov_sim"] = df["bases"] / df["genome_size"] + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + + elif "cov_sim" in entry_df.columns: + df["cov_sim"] = df["cov_sim"] / df["count"] + df["bases"] = df["cov_sim"] * df["genome_size"] + df["reads"] = df["bases"] / (args.read_length * p) + df["proportion"] = df["bases"] / df["bases"].sum() + df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() + +df["fasta"] = df["path"].apply(os.path.basename) +df["cov_sim"] = [np.random.normal(cov, args.sd_rep) for cov in df["cov_sim"]] +sel_df = df[["fasta", "proportion", "bases", "reads", "cov_sim", "abundance"]] + +sel_df.to_csv(args.log, sep="\t", index=None) +sel_df.set_index("fasta").to_json(args.output, index=None) From ec6605eaac5e23c10d3b56e0ea64a5400d4dd36b Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 14 Nov 2023 08:26:43 +0100 Subject: [PATCH 025/365] updated config --- mess/config/config.yml | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/mess/config/config.yml b/mess/config/config.yml index e1435df..cbb6ad0 100644 --- a/mess/config/config.yml +++ b/mess/config/config.yml @@ -1,7 +1,8 @@ #MeSS parameters +input: /path/to/abundances #path to abundance tables replicates: 1 #You con set the number of times to simulate the same metagenome -community_name: CF-metagenome -assemblies_dir: /absolute/path/to/assemblies +outdir: results +fasta_dir: /absolute/path/to/assemblies #Distribution params dist: lognormal @@ -9,13 +10,12 @@ mu: 1 sigma: 0 #Sequencing run params seq_tech: illumina #[illumina, pacbio, nanopore] -read_status: paired #set to single for single read simulation or longread simulation -total_reads: - 10000000 #10 mil reads in total. - #If the user inputs coverage values in input_table.tsv, then this value will not be used +paired: True #set to single for single read simulation or longread simulation +read_len: 150 +total_bases: 1G + ##Illumina (art params) illumina_sequencing_system: HSXt #HiSeqX TruSeq (read length:150bp) -illumina_read_len: 150 illumina_mean_frag_len: 200 illumina_sd_frag_len: 10 bam: False @@ -33,7 +33,7 @@ difference_ratio: #For PacBio the default values is 6:50:54 #For Nanopore it is 23:31:46 ##Replicate params -sd_rep_reads: +rep_sd: 0 #Standard deviation for varying the number of reads per genome between replicates, #if 0 keep the same number of reads per genome for each replicate #else vary the read number between replicates by sampling from a normal distribution From e3d6f4f4a28441a235ef339071d9dc4e4408f748 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 14 Nov 2023 08:27:23 +0100 Subject: [PATCH 026/365] added support for multiple inputs, corrected cov --- mess/bin/simulate_reads.smk | 206 +++++++++++++++++------------------- 1 file changed, 95 insertions(+), 111 deletions(-) diff --git a/mess/bin/simulate_reads.smk b/mess/bin/simulate_reads.smk index db82cc9..8864858 100644 --- a/mess/bin/simulate_reads.smk +++ b/mess/bin/simulate_reads.smk @@ -1,52 +1,21 @@ +import json import pandas as pd import os import random import glob from itertools import chain +from itertools import product -random.seed(config["seed"]) -replicates = list(range(1, config["replicates"] + 1)) -community_name = config["community_name"] -read_direction = [] -if config["seq_tech"] != "illumina": - read_direction = config["seq_tech"] -if config["seq_tech"] == "illumina" and config["read_status"] == "single": - read_direction = "single" -if config["seq_tech"] == "illumina" and config["read_status"] == "paired": - read_direction = ["R1", "R2"] -pipeline_path = workflow.basedir -seed_list = random.sample(range(1, 1000000), len(replicates)) -seed_dic = dict(zip(replicates, seed_list)) - -def get_input_value(path): - """ - Function that parses input table and raises exceptions if there are NA in the table - Returns the input value set by the user, useful for read count calculation - """ - tb = pd.read_csv(path, sep="\t") - acceptedvals = ["Reads", "Coverage", "ReadPercent", "RelativeProp"] - lastcol = tb.columns[len(tb.columns) - 1] - nans = tb[lastcol].isna().sum() - if nans > 0: - raise Exception(f"{nans} values in {lastcol} are NA, make sure to input values") - try: - lastcol = config[ - "dist" - ] # If the user has set a specific distribution for read counts - return lastcol - except KeyError: - if lastcol in acceptedvals: - return lastcol - else: - raise Exception( - f"{lastcol} is not recognized as an input to simulate reads" - ) +def list_files(indir, extensions): + extensions = extensions.split(",") + files = [glob.glob(f"{indir}/*.{e}") for e in extensions] + return list(chain.from_iterable(files)) -def get_read_counts_seed(rep, rep2seed, general_seed): +def get_cov_seed(rep, sample2seed, general_seed): """ - Function that returns a seed for calculating read counts + Function that returns a seed for coverage By default each replicate has a unique seed If the param same_dist_rep is True, return a single seed for all replicates """ @@ -55,103 +24,128 @@ def get_read_counts_seed(rep, rep2seed, general_seed): if same_dist_rep: return general_seed except KeyError: - return rep2seed[int(rep)] + return sample2seed[int(rep)] -input_val = get_input_value(config["input_table_path"]) +outdir = config["outdir"] +random.seed(config["seed"]) +replicates = list(range(1, config["replicates"] + 1)) +samples = list_files(config["input_path"], "tsv") +sample_list = list(product(samples, replicates)) + +seed_list = random.sample(range(1, 1000000), len(sample_list) * len(replicates)) +seed_dic = dict(zip(replicates, seed_list)) checkpoint download_assemblies: input: - config["input_table_path"], + config["input_path"], output: - f"{community_name}/download/assembly_summary.tsv", + f"{outdir}/download/assembly_summary.tsv", params: ncbi_key=config["NCBI_key"], ncbi_email=config["NCBI_email"], - prefix=f"{community_name}/download", + prefix=f"{outdir}/download", shell: """ assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} --nolock """ -rule create_read_counts_table: - """ - Rule for generating a table per sample with read counts for each genome - """ +def get_assembly_summary_path(wildcards): + try: + table = os.path.abspath( + checkpoints.download_assemblies.get(**wildcards).output[0] + ) + except KeyError: + table = os.path.abspath(config["fasta_dir"]) + return table + + +rule calculate_coverage: input: - input_tb=config["input_table_path"], - assemblies_tb=f"{community_name}/download/assembly_summary.tsv", + entry=lambda wildcards: list_files(config["input_path"], ".tsv"), + asm=lambda wildcards: get_assembly_summary_path(wildcards), output: - rc_table="readcounts-{community}-{rep}.tsv", + f"{outdir}/{{sample}}-{{rep}}-cov.json", params: - value=input_val, - seed=lambda wildcards: get_read_counts_seed( - wildcards.rep, seed_dic, config["seed"] - ), + dist=config["dist"], + mu=config["mu"], + sigma=config["sigma"], + total_bases=config["total_bases"], + read_len=config["read_len"], + pairing=config["paired"], + rep_sd=config["rep_sd"], + seed=lambda wildcards: get_cov_seed(wildcards.rep, seed_dic, config["seed"]), log: - "logs/read_counts_table/{community}-{rep}.txt", - script: - "read_counts_table.py" + f"logs/tables/{{sample}}-{{rep}}.tsv", + shell: + """ + calculate_cov.py -i {input.entry} -a {input.asm} \ + -d {params.dist} -m {params.mu} -s {params.sigma} \ + -n {params.total_bases} -l {params.read_len} -p {params.pairing} \ + -sd {params.rep_sd} --seed {params.seed} + """ + + +def get_fasta_dir(wildcards): + try: + table_dir = os.path.dirname( + checkpoints.download_assemblies.get(**wildcards).output[0] + ) + fasta_dir = os.path.join(table_dir, "assemblies") + except KeyError: + fasta_dir = os.path.abspath(config["fasta_dir"]) + return fasta_dir + + +fasta_dir = lambda wildcards: get_fasta_dir(wildcards) rule decompress_assemblies: input: - f"{community_name}/assemblies/{{assemblyname}}_genomic.fna.gz", + f"{fasta_dir}/{{fasta}}.gz", output: - temp( - f"{community_name}/assemblies/{{assemblyname,[0-9a-zA-Z._-]+}}_genomic.fna" - ), + temp(f"{outdir}/{{fasta}}"), benchmark: - "benchmark/decompress/{assemblyname}.txt" + f"benchmark/decompress/{outdir}/{{fasta}}.txt" shell: - "zcat {input[0]} > {output}" + "zcat {input} > {output}" -rule merge_contigs: - input: - f"{community_name}/assemblies/{{assemblyname}}_genomic.fna", - output: - temp("{community,[-_0-9a-zA-Z]+}-{assemblyname,[0-9a-zA-Z._-]+}.fa"), - benchmark: - "benchmark/merge/{community}-{assemblyname}.txt" - script: - "merge_contigs.py" +def get_coverage(json, fasta): + d = json.load(open(json)) + return d["cov_sim"][fasta] if config["seq_tech"] == "illumina": - def get_read_num(wildcards, table): - if not os.path.exists(table): - return -1 - with open(table) as f: - tb = pd.read_csv(f, delimiter="\t", index_col="AssemblyNames") - reads = tb.loc[wildcards.assemblyname]["Reads"] - return reads + rule merge_contigs: + input: + f"{outdir}/{{fasta}}", + output: + temp(f"{outdir}/{{fasta}}.merged"), + benchmark: + "benchmark/merge/{fasta}.txt" + script: + "merge_contigs.py" - if config["read_status"] == "paired": + if config["paired"]: rule generate_illumina_paired_reads: input: - fa="{community}-{assemblyname}.fa", - tab="readcounts-{community}-{rep}.tsv", + fa=f"{outdir}/{{fasta}}.merged", + json=f"{outdir}/coverage-{{rep}}.json", output: - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R1.fq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R2.fq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_R.sam" - ), + temp(f"{outdir}/fastq/{{fasta}}_R1.fq"), + temp(f"{outdir}/fastq/{{fasta}}_R2.fq"), + temp(f"{outdir}/fastq/{{fasta}}_R.sam"), params: seq_system=config["illumina_sequencing_system"], - read_length=config["illumina_read_len"], + read_length=config["read_len"], mean_frag_len=config["illumina_mean_frag_len"], sd=config["illumina_sd_frag_len"], - read_num=lambda wildcards, input: get_read_num(wildcards, input.tab), + cov=lambda wildcards, input: get_coverage(input.json, wildcards.fasta), random_seed=lambda wildcards: seed_dic[int(wildcards.rep)], resources: nb_simulation=1, @@ -166,19 +160,15 @@ if config["seq_tech"] == "illumina": -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_R &> {log} """ - if config["read_status"] == "single": + else: rule generate_illumina_single_reads: input: fa="assembly_gz/{community}-{assemblyname}.fa", tab="readcounts-{community}-{rep}.tsv", output: - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.fq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_single.sam" - ), + temp("{outdir}/fastq/{{fasta}}_single.fq"), + temp("{outdir}/fastq/{{fasta}}_single.sam"), params: seq_system=config["illumina_sequencing_system"], read_length=config["illumina_read_len"], @@ -230,15 +220,9 @@ elif config["seq_tech"] == "ont" or config["seq_tech"] == "pacbio": fa="assembly_gz/{community}-{assemblyname}.fa", tab="readcounts-{community}-{rep}.tsv", output: - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.fastq" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.maf" - ), - temp( - "simreads/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}_0001.ref" - ), + temp("{outdir}/fastq/{{fasta}}_0001.fastq"), + temp("{outdir}/fastq/{{fasta}}_0001.maf"), + temp("{outdir}/fastq/{{fasta}}_0001.ref"), params: chemistry=config["chemistry"], min_read_len=config["longreads_min_len"], @@ -287,7 +271,7 @@ def concat_fastq(wildcards): files = glob.glob(os.path.join(directory, "*_genomic.fna*")) assemblynames = [file.split("/")[-1].split("_genomic.fna")[0] for file in files] except KeyError: - checkpoint_directory = f"{community_name}/assemblies" + checkpoint_directory = f"{fasta_dir}" assemblynames = glob_wildcards( os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") ).i From b559cb3c4f32563ec7ad0903db825020b6b9ce1d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 15 Nov 2023 22:03:34 +0100 Subject: [PATCH 027/365] use humanfriendly for unit conv, round floats --- mess/bin/calculate_cov.py | 28 ++++++---------------------- 1 file changed, 6 insertions(+), 22 deletions(-) diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py index 3670f2b..91ae872 100644 --- a/mess/bin/calculate_cov.py +++ b/mess/bin/calculate_cov.py @@ -5,6 +5,7 @@ import numpy as np import logging import os +from humanfriendly import parse_size """ Description @@ -127,15 +128,6 @@ def get_even_dist(df, cols): return df.merge(abundances) -def conv(s): - try: - # multiply with meter-prefix value - return float(s[:-1]) * prefix[s[-1]] - except KeyError: - # no or unknown meter-prefix - return float(s) - - """ Main """ @@ -156,10 +148,7 @@ def conv(s): p = 1 # Calculate total base count - -prefix = {"T": 10**12, "G": 10**9, "M": 10**6, "k": 10**3} -total_bases = conv(args.total_bases) - +total_bases = parse_size(args.total_bases) # Get table with assembly genomsizes and their taxonomy entry_df = pd.read_csv(args.input, sep="\t") @@ -175,14 +164,12 @@ def conv(s): df["bases"] = df["proportion"] * total_bases df["reads"] = df["bases"] / (args.read_length * p) df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() elif args.dist == "lognormal": df = get_lognormal_dist(df, args.mu, args.sigma) df["bases"] = df["proportion"] * total_bases df["reads"] = df["bases"] / (args.read_length * p) df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() elif args.dist == None: if "proportion" in entry_df.columns: @@ -190,7 +177,6 @@ def conv(s): df["bases"] = df["proportion"] * total_bases df["reads"] = df["bases"] / (args.read_length * p) df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() elif "reads" in entry_df.columns: df["reads"] = df["reads"] / df["count"] @@ -198,7 +184,6 @@ def conv(s): total_bases = df["bases"].sum() df["proportion"] = df["bases"] / total_bases df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() elif "bases" in entry_df.columns: total_bases = df["bases"].sum() @@ -206,18 +191,17 @@ def conv(s): df["reads"] = df["bases"] / (args.read_length * p) df["proportion"] = df["bases"] / total_bases df["cov_sim"] = df["bases"] / df["genome_size"] - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() elif "cov_sim" in entry_df.columns: df["cov_sim"] = df["cov_sim"] / df["count"] df["bases"] = df["cov_sim"] * df["genome_size"] df["reads"] = df["bases"] / (args.read_length * p) df["proportion"] = df["bases"] / df["bases"].sum() - df["abundance"] = df["cov_sim"] / df["cov_sim"].sum() +df = df.astype({"bases": int, "reads": int}) df["fasta"] = df["path"].apply(os.path.basename) -df["cov_sim"] = [np.random.normal(cov, args.sd_rep) for cov in df["cov_sim"]] -sel_df = df[["fasta", "proportion", "bases", "reads", "cov_sim", "abundance"]] - +sel_df = df[["fasta", "genome_size", "proportion", "bases", "reads", "cov_sim"]].round( + 3 +) sel_df.to_csv(args.log, sep="\t", index=None) sel_df.set_index("fasta").to_json(args.output, index=None) From 59615082a76b97a6c280193aa36ccab3c51a888d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 15 Nov 2023 22:13:52 +0100 Subject: [PATCH 028/365] added script to get replicates --- mess/bin/get_rep_table.py | 56 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) create mode 100644 mess/bin/get_rep_table.py diff --git a/mess/bin/get_rep_table.py b/mess/bin/get_rep_table.py new file mode 100644 index 0000000..cad3e1b --- /dev/null +++ b/mess/bin/get_rep_table.py @@ -0,0 +1,56 @@ +#!/usr/bin/env python3 + +import random +import pandas as pd +import os +import numpy as np +from itertools import chain +import glob + + +def list_files(indir, extensions): + extensions = extensions.split(",") + files = [glob.glob(f"{indir}/*.{e}") for e in extensions] + return list(chain.from_iterable(files)) + + +random.seed(snakemake.params.seed) +# Read input path +if os.path.isfile(snakemake.input[0]): + files = snakemake.input[0] +else: + files = list_files(snakemake.input[0], "tsv") + +# concat tables into one and add sample columns +dfs = [] +for file in files: + df = pd.read_csv(file, sep="\t") + dfs.append(df) + try: + samples = list(set(df["sample"])) + except KeyError: + sample = os.path.basename(file).split(".")[0] + df["sample"] = [sample] * len(df) + +dfs = pd.concat(dfs).reset_index(drop=True).sort_values("sample") +# Duplicate each sample by the number of replicates +replicates = list(range(1, snakemake.params.rep + 1)) +rep_df = dfs.reindex(dfs.index.repeat(len(replicates))) +# add replicate column +rep_df["rep"] = replicates * len(dfs) +rep_df["samplename"] = [ + sample + "-" + str(rep) for sample, rep in zip(rep_df["sample"], rep_df["rep"]) +] +rep_df.drop(["sample", "rep"], axis=1, inplace=True) +accepted_cols = ["proportion", "reads", "bases", "cov_sim"] +for col in accepted_cols: + try: + rep_df[f"{col}"] = [ + np.random.normal(val, snakemake.params.sd_rep) for val in rep_df[f"{col}"] + ] + except KeyError: + continue + +for sample in set(rep_df["samplename"]): + sample_df = rep_df[rep_df["samplename"] == "sample"] + sample_df.to_csv(f"{snakemake.params.outdir}/{sample}.tsv", sep="\t", index=None) From 133bae7da5465787181abeb9963192ee64f70399 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 15 Nov 2023 22:14:15 +0100 Subject: [PATCH 029/365] added snakemake script to prepare tables --- mess/bin/prepare_tables.smk | 94 +++++++++++++++++++++++++++++++++++++ 1 file changed, 94 insertions(+) create mode 100644 mess/bin/prepare_tables.smk diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk new file mode 100644 index 0000000..83aa58e --- /dev/null +++ b/mess/bin/prepare_tables.smk @@ -0,0 +1,94 @@ +import random +import glob +from itertools import chain +from itertools import product + + +def list_files(indir, extensions): + extensions = extensions.split(",") + files = [glob.glob(f"{indir}/*.{e}") for e in extensions] + return list(chain.from_iterable(files)) + + +def get_cov_seed(rep, sample2seed, general_seed): + """ + Function that returns a seed for coverage + By default each replicate has a unique seed + If the param same_dist_rep is True, return a single seed for all replicates + """ + try: + same_dist_rep = config["same_dist_rep"] + if same_dist_rep: + return general_seed + except KeyError: + return sample2seed[int(rep)] + + +outdir = config["outdir"] +random.seed(config["seed"]) +replicates = list(range(1, config["replicates"] + 1)) +samples = list_files(config["input_path"], "tsv") +samples_rep = list(product(samples, replicates)) +renamed_samples = [ + "-".join([os.path.basename(sample[0]).split(".")[0], str(sample[1])]) + for sample in samples_rep +] +seed_list = random.sample(range(1, 1000000), len(renamed_samples)) +seed_dict = dict(zip(renamed_samples, seed_list)) + + +rule all_prepare_tables: + input: + expand("{outdir}/{sample}-cov.json", outdir=outdir, sample=renamed_samples), + + +def get_assembly_summary_path(wildcards): + try: + table = os.path.abspath( + checkpoints.download_assemblies.get(**wildcards).output[0] + ) + except AttributeError: + table = os.path.abspath(config["asm_summary"]) + return table + + +rule get_samples_and_replicates: + input: + config["input_path"], + output: + temp(f"{outdir}/{{sample}}.tsv"), + params: + outdir=outdir, + rep=config["replicates"], + sd_rep=config["sd_rep"], + seed=config["seed"], + script: + """ + get_rep_tables.py + """ + + +rule calculate_coverage: + input: + entry=f"{outdir}/{{sample}}.tsv", + asm=lambda wildcards: get_assembly_summary_path(wildcards), + output: + f"{outdir}/{{sample}}-cov.json", + params: + dist=config["dist"], + mu=config["mu"], + sigma=config["sigma"], + total_bases=config["total_bases"], + read_len=config["read_len"], + pairing=config["paired"], + rep_sd=config["rep_sd"], + seed=lambda wildcards: get_cov_seed(wildcards.sample, seed_dict, config["seed"]), + log: + f"logs/tables/{{sample}}.tsv", + shell: + """ + calculate_cov.py -i {input.entry} -a {input.asm} \ + -d {params.dist} -m {params.mu} -s {params.sigma} \ + -n {params.total_bases} -l {params.read_len} -p {params.pairing} \ + -sd {params.rep_sd} --seed {params.seed} -o {output} + """ From ce5411ba07c3f4f005b9bd85efc8e0a6bf5a8637 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 22 Nov 2023 09:59:58 +0100 Subject: [PATCH 030/365] removed argpars, added seed --- mess/bin/calculate_cov.py | 154 +++++++------------------------------- 1 file changed, 27 insertions(+), 127 deletions(-) diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py index 91ae872..3af6892 100644 --- a/mess/bin/calculate_cov.py +++ b/mess/bin/calculate_cov.py @@ -1,113 +1,12 @@ #!/usr/bin/env python3 -import argparse import pandas as pd import numpy as np import logging import os from humanfriendly import parse_size +import random -""" -Description -""" -desc = "calculate reads, bases, coverage, proportions and abundances" -example = """Example usage: get_dist.py -i input.tsv -a assembly_summary.tsv -o abundances.json""" -argParser = argparse.ArgumentParser(description=desc, epilog=example) - -""" -Arguments -""" -argParser.add_argument( - "-i", - dest="input", - type=str, - help="mess input table", - required=True, -) -argParser.add_argument( - "-a", - dest="asm_summary", - type=str, - help="assembly summary table with taxonomy and sequence info", - required=True, -) -argParser.add_argument( - "-o", dest="output", type=str, help="output json", default="abundances.json" -) - -argParser.add_argument( - "-d", - dest="dist", - type=list, - help="distribution of reads across genomes", - choices=["lognormal", "even", None], - default=None, -) - -argParser.add_argument( - "-m", - "--mu", - dest="mu", - type=int, - help="mu of lognormal distribution", - default=1, -) -argParser.add_argument( - "-s", - "--sigma", - dest="sigma", - type=int, - help="sigma of lognormal distribution", - default=0, -) - -argParser.add_argument( - "--log", dest="log", type=str, help="log path", default="log.txt" -) -argParser.add_argument( - "-n", - "--total_bases", - dest="total_bases", - type=str, - help="total sequencing bases", - default="1G", -) - -argParser.add_argument( - "-l", - "--read_length", - dest="read_length", - type=int, - help="average read length", - default=150, -) - -argParser.add_argument( - "-p", - "--pairing", - dest="pairing", - type=bool, - help="are reads paired or not", - default=False, -) - -argParser.add_argument( - "-sd", - "--sd_rep", - dest="sd_rep", - type=int, - help="standard deviation of read count between replicates", - default=0, -) -argParser.add_argument( - "--seed", - dest="seed", - type=int, - help="set seed for reproducibility", - default=42, -) - -args = argParser.parse_args() """ Functions @@ -135,52 +34,54 @@ def get_even_dist(df, cols): logging.basicConfig( format="%(asctime)s %(levelname)s %(message)s", datefmt="%d %b %Y %H:%M:%S", - filename=args.log, + filename=snakemake.log[0], level=logging.DEBUG, ) -# Set seed -np.random.seed(args.seed) +# Set seed for distributions +np.random.seed(snakemake.params.seed) + +# Set seed for seed simulation +rng = random.Random(snakemake.params.seed) # Pairing -if args.pairing: +if snakemake.params.pairing: p = 2 else: p = 1 # Calculate total base count -total_bases = parse_size(args.total_bases) +total_bases = parse_size(snakemake.params.total_bases) # Get table with assembly genomsizes and their taxonomy -entry_df = pd.read_csv(args.input, sep="\t") -asm_df = pd.read_csv(args.asm_summary, sep="\t") -df = entry_df.merge(asm_df) - +entry_df = pd.read_csv(snakemake.input.entry, sep="\t", dtype={"entry": object}) +asm_df = pd.read_csv(snakemake.input.asm, sep="\t", dtype={"entry": object}) +df = entry_df.merge(asm_df, on="entry") # Count number of entries df["count"] = df.groupby("entry")["entry"].transform("count") # Calculate prportion with dist -if args.dist == "even": +if snakemake.params.dist == "even": df = get_even_dist(df, ["taxid"]) df["bases"] = df["proportion"] * total_bases - df["reads"] = df["bases"] / (args.read_length * p) + df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] -elif args.dist == "lognormal": - df = get_lognormal_dist(df, args.mu, args.sigma) +elif snakemake.params.dist == "lognormal": + df = get_lognormal_dist(df, snakemake.params.mu, snakemake.params.sigma) df["bases"] = df["proportion"] * total_bases - df["reads"] = df["bases"] / (args.read_length * p) + df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] -elif args.dist == None: +else: if "proportion" in entry_df.columns: df["proportion"] = df["proportion"] / df["count"] df["bases"] = df["proportion"] * total_bases - df["reads"] = df["bases"] / (args.read_length * p) + df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] elif "reads" in entry_df.columns: df["reads"] = df["reads"] / df["count"] - df["bases"] = df["reads"] * (args.read_length * p) + df["bases"] = df["reads"] * (snakemake.params.read_len * p) total_bases = df["bases"].sum() df["proportion"] = df["bases"] / total_bases df["cov_sim"] = df["bases"] / df["genome_size"] @@ -188,20 +89,19 @@ def get_even_dist(df, cols): elif "bases" in entry_df.columns: total_bases = df["bases"].sum() df["bases"] = df["bases"] / df["count"] - df["reads"] = df["bases"] / (args.read_length * p) + df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["proportion"] = df["bases"] / total_bases df["cov_sim"] = df["bases"] / df["genome_size"] elif "cov_sim" in entry_df.columns: df["cov_sim"] = df["cov_sim"] / df["count"] df["bases"] = df["cov_sim"] * df["genome_size"] - df["reads"] = df["bases"] / (args.read_length * p) + df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["proportion"] = df["bases"] / df["bases"].sum() df = df.astype({"bases": int, "reads": int}) -df["fasta"] = df["path"].apply(os.path.basename) -sel_df = df[["fasta", "genome_size", "proportion", "bases", "reads", "cov_sim"]].round( - 3 -) -sel_df.to_csv(args.log, sep="\t", index=None) -sel_df.set_index("fasta").to_json(args.output, index=None) +df["fasta"] = [os.path.basename(fa).split(".fna.gz")[0] for fa in df["path"]] +df["seed"] = rng.sample(range(1, 1000000), len(df)) +sel_df = df[["fasta", "genome_size", "proportion", "bases", "reads", "cov_sim", "seed"]] +sel_df.to_csv(snakemake.log[0], sep="\t", index=None) +sel_df.set_index("fasta").to_json(snakemake.output[0], index=None) From f92b719bae5a292c4a0f613cb8fd9056a527a79c Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 22 Nov 2023 10:00:33 +0100 Subject: [PATCH 031/365] added script to generate replicates --- mess/bin/get_rep_tables.py | 57 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 mess/bin/get_rep_tables.py diff --git a/mess/bin/get_rep_tables.py b/mess/bin/get_rep_tables.py new file mode 100644 index 0000000..537c602 --- /dev/null +++ b/mess/bin/get_rep_tables.py @@ -0,0 +1,57 @@ +#!/usr/bin/env python3 + +import random +import pandas as pd +import os +import numpy as np +from itertools import chain +import glob + + +def list_files(indir, extensions): + extensions = extensions.split(",") + files = [glob.glob(f"{indir}/*.{e}") for e in extensions] + return list(chain.from_iterable(files)) + + +# Set seed for replicates +random.seed(snakemake.params.seed) +# Read input path +if os.path.isfile(snakemake.input[0]): + files = snakemake.input[0] +else: + files = list_files(snakemake.input[0], "tsv") + +# concat tables into one and add sample columns +dfs = [] +for file in files: + df = pd.read_csv(file, sep="\t") + dfs.append(df) + try: + samples = list(set(df["sample"])) + except KeyError: + sample = os.path.basename(file).split(".")[0] + df["sample"] = [sample] * len(df) + +dfs = pd.concat(dfs).reset_index(drop=True).sort_values("sample") +# Duplicate each sample by the number of replicates +replicates = list(range(1, snakemake.params.rep + 1)) +rep_df = dfs.reindex(dfs.index.repeat(len(replicates))) +# add replicate column +rep_df["rep"] = replicates * len(dfs) +rep_df["samplename"] = [ + sample + "-" + str(rep) for sample, rep in zip(rep_df["sample"], rep_df["rep"]) +] +rep_df.drop(["sample", "rep"], axis=1, inplace=True) +accepted_cols = ["proportion", "reads", "bases", "cov_sim"] +for col in accepted_cols: + try: + rep_df[f"{col}"] = [ + np.random.normal(val, snakemake.params.rep_sd) for val in rep_df[f"{col}"] + ] + except KeyError: + continue + +for sample in set(rep_df["samplename"]): + sample_df = rep_df[rep_df["samplename"] == sample] + sample_df.to_csv(f"{snakemake.params.outdir}/{sample}.tsv", sep="\t", index=None) From 40769fa60d365767d7ff042b2d4c1304f34ea5bc Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 22 Nov 2023 10:02:39 +0100 Subject: [PATCH 032/365] seperated short read snakemake rules --- mess/bin/sim_short_reads.smk | 192 +++++++++++++++++++++++++++++++++++ 1 file changed, 192 insertions(+) create mode 100644 mess/bin/sim_short_reads.smk diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk new file mode 100644 index 0000000..2a58c31 --- /dev/null +++ b/mess/bin/sim_short_reads.smk @@ -0,0 +1,192 @@ +include: "prepare_tables.smk" + + +import os +import json +import glob + + +def list_files(indir, extensions): + extensions = extensions.split(",") + files = [glob.glob(f"{indir}/*.{e}") for e in extensions] + return list(chain.from_iterable(files)) + + +def get_fasta_dir(): + try: + checkpoint_dir = os.path.dirname( + checkpoints.download_assemblies.get(**wildcards).output[0] + ) + fasta_dir = os.path.join(checkpoint_dir, "assemblies") + + except AttributeError: + fasta_dir = os.path.abspath(config["fasta_dir"]) + return fasta_dir + + +def get_json_value(json_file, fasta, value): + d = json.load(open(json_file)) + return d[value][fasta] + + +fasta_dir = get_fasta_dir() +fasta_list = list_files(fasta_dir, "fasta.gz,fa.gz,fna.gz") +fasta_names = [os.path.basename(fa).split(".fna.gz")[0] for fa in fasta_list] + +if config["paired"]: + pairs = [1, 2] +else: + pairs = [1] + + +def list_illumina_reads(bam): + reads = expand( + "{outdir}/fastq/{sample}_R{p}.fq.gz", + outdir=outdir, + sample=renamed_samples, + p=pairs, + ) + if bam: + bams = expand( + "{outdir}/bam/{sample}.bam", outdir=outdir, sample=renamed_samples + ) + reads.append(bams) + return reads + + +rule sim_illumina: + input: + list_illumina_reads(config["bam"]), + + +rule decompress_assemblies: + input: + f"{fasta_dir}/{{fasta}}.fna.gz", + output: + temp(f"{outdir}/fasta/{{fasta}}.fa"), + benchmark: + f"benchmark/decompress/{outdir}/{{fasta}}.txt" + shell: + "zcat {input} > {output}" + + +rule merge_contigs: + input: + f"{outdir}/fasta/{{fasta}}.fa", + output: + temp(f"{outdir}/fasta/{{fasta}}.merged"), + benchmark: + "benchmark/merge/{fasta}.txt" + script: + "merge_contigs.py" + + +art_args = {"bam": "-sam", "paired": "-p"} + + +def get_art_args(args): + return " ".join([art_args[arg] for arg in args if config[arg]]) + + +rule sim_art_illumina_reads: + input: + fasta=f"{outdir}/fasta/{{fasta}}.merged", + json=f"{outdir}/{{sample}}-cov.json", + output: + fastqs=[ + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq.gz"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq.gz"), + ] + if config["paired"] + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq.gz"), + sam=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") + if config["paired"] + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam"), + params: +, + args=get_art_args(["bam", "paired"]), + seq_system=config["seq_system"], + read_len=config["read_len"], + cov=lambda wildcards, input: get_json_value( + input.json, wildcards.fasta, "cov_sim" + ), + frag_len=config["mean_frag_len"], + sd=config["sd_frag_len"], + seed=lambda wildcards, input: get_json_value( + input.json, wildcards.fasta, "seed" + ), + prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}" + if config["paired"] + else f"{outdir}/fastq/{{sample}}/{{fasta}}1", + log: + "logs/art_illumina/{sample}/{fasta}.log", + benchmark: + "benchmark/art_illumina/{sample}/{fasta}.txt" + shell: + """ + art_illumina -ss {params.seq_system} \\ + -i {input.fasta} -rs {params.seed} \\ + -m {params.frag_len} -s {params.sd} \\ + -l {params.read_len} -f {params.cov} \\ + -d {wildcards.fasta} -sam -na \\ + -o {params.prefix} {params.args} &> {log} + gzip {params.prefix}*.fq + """ + + +rule convert_sam_to_bam: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}.sam" + if config["paired"] + else f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam", + output: + f"{outdir}/bam/{{sample}}/{{fasta}}.bam", + log: + "logs/bam/{sample}/{fasta}.log", + shell: + """ + bioconvert {input} {output} 2> {log} + """ + + +def list_concat(file, sample, ext): + d = json.load(open(file)) + fastas = d[sample] + if ext == "fastq": + return expand( + "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq.gz", + outdir=outdir, + fasta=fastas, + ) + elif ext == "bam": + return expand( + "{outdir}/bam/{{sample}}/{fasta}.bam", + outdir=outdir, + fasta=fastas, + ) + + +rule concat_bam: + input: + lambda wildcards: list_concat( + f"{outdir}/sample2fa.json", wildcards.sample, "bam" + ), + output: + f"{outdir}/bam/{{sample}}.bam", + shell: + """ + samtools merge -o {output} {input} + """ + + +rule concat_fastq: + input: + lambda wildcards: list_concat( + f"{outdir}/sample2fa.json", wildcards.sample, "fastq" + ), + output: + f"{outdir}/fastq/{{sample}}_R{{p}}.fq.gz", + shell: + """ + cat {input} {output} + """ From 7d4437e9076854ab01f893995284ee09233694eb Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 22 Nov 2023 10:03:05 +0100 Subject: [PATCH 033/365] added replicates --- mess/bin/prepare_tables.smk | 56 ++++++++++++++++++++++++++----------- 1 file changed, 39 insertions(+), 17 deletions(-) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index 83aa58e..6244e57 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -1,7 +1,9 @@ +import pandas as pd import random import glob from itertools import chain from itertools import product +import json def list_files(indir, extensions): @@ -27,19 +29,31 @@ def get_cov_seed(rep, sample2seed, general_seed): outdir = config["outdir"] random.seed(config["seed"]) replicates = list(range(1, config["replicates"] + 1)) -samples = list_files(config["input_path"], "tsv") + +samples = [] +if os.path.isfile(config["input_path"]): + files = config["input_path"] +else: + files = list_files(config["input_path"], "tsv") + +for file in files: + df = pd.read_csv(file, sep="\t") + try: + samples.append(list(set(df["sample"]))) + except KeyError: + samples.append([os.path.basename(file).split(".")[0]]) + +samples = list(chain.from_iterable(samples)) samples_rep = list(product(samples, replicates)) renamed_samples = [ "-".join([os.path.basename(sample[0]).split(".")[0], str(sample[1])]) for sample in samples_rep ] -seed_list = random.sample(range(1, 1000000), len(renamed_samples)) -seed_dict = dict(zip(renamed_samples, seed_list)) -rule all_prepare_tables: +rule prep_tables: input: - expand("{outdir}/{sample}-cov.json", outdir=outdir, sample=renamed_samples), + f"{outdir}/sample2fa.json", def get_assembly_summary_path(wildcards): @@ -60,12 +74,10 @@ rule get_samples_and_replicates: params: outdir=outdir, rep=config["replicates"], - sd_rep=config["sd_rep"], + rep_sd=config["rep_sd"], seed=config["seed"], script: - """ - get_rep_tables.py - """ + "get_rep_tables.py" rule calculate_coverage: @@ -82,13 +94,23 @@ rule calculate_coverage: read_len=config["read_len"], pairing=config["paired"], rep_sd=config["rep_sd"], - seed=lambda wildcards: get_cov_seed(wildcards.sample, seed_dict, config["seed"]), + seed=config["seed"], log: f"logs/tables/{{sample}}.tsv", - shell: - """ - calculate_cov.py -i {input.entry} -a {input.asm} \ - -d {params.dist} -m {params.mu} -s {params.sigma} \ - -n {params.total_bases} -l {params.read_len} -p {params.pairing} \ - -sd {params.rep_sd} --seed {params.seed} -o {output} - """ + script: + "calculate_cov.py" + + +rule merge_tables: + input: + expand("{outdir}/{sample}-cov.json", outdir=outdir, sample=renamed_samples), + output: + f"{outdir}/sample2fa.json", + run: + d = {} + with open(output[0], "w") as sample2fa: + for file in input: + fastas = list(json.load(open(file))["genome_size"]) + sample = os.path.basename(file).split("-cov")[0] + d[sample] = fastas + json.dump(d, sample2fa) From 93742d538c97b87cde02bbb7373a0ee1a91d1ca7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 15:55:48 +0100 Subject: [PATCH 034/365] save all rep tables in one --- mess/bin/get_rep_table.py | 9 +++--- mess/bin/get_rep_tables.py | 57 -------------------------------------- 2 files changed, 4 insertions(+), 62 deletions(-) delete mode 100644 mess/bin/get_rep_tables.py diff --git a/mess/bin/get_rep_table.py b/mess/bin/get_rep_table.py index cad3e1b..39a736d 100644 --- a/mess/bin/get_rep_table.py +++ b/mess/bin/get_rep_table.py @@ -14,7 +14,8 @@ def list_files(indir, extensions): return list(chain.from_iterable(files)) -random.seed(snakemake.params.seed) +# Set seed for replicates +np.random.seed(snakemake.params.seed) # Read input path if os.path.isfile(snakemake.input[0]): files = snakemake.input[0] @@ -46,11 +47,9 @@ def list_files(indir, extensions): for col in accepted_cols: try: rep_df[f"{col}"] = [ - np.random.normal(val, snakemake.params.sd_rep) for val in rep_df[f"{col}"] + np.random.normal(val, snakemake.params.rep_sd) for val in rep_df[f"{col}"] ] except KeyError: continue -for sample in set(rep_df["samplename"]): - sample_df = rep_df[rep_df["samplename"] == "sample"] - sample_df.to_csv(f"{snakemake.params.outdir}/{sample}.tsv", sep="\t", index=None) +rep_df.to_csv(snakemake.output[0], sep="\t", index=None) diff --git a/mess/bin/get_rep_tables.py b/mess/bin/get_rep_tables.py deleted file mode 100644 index 537c602..0000000 --- a/mess/bin/get_rep_tables.py +++ /dev/null @@ -1,57 +0,0 @@ -#!/usr/bin/env python3 - -import random -import pandas as pd -import os -import numpy as np -from itertools import chain -import glob - - -def list_files(indir, extensions): - extensions = extensions.split(",") - files = [glob.glob(f"{indir}/*.{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -# Set seed for replicates -random.seed(snakemake.params.seed) -# Read input path -if os.path.isfile(snakemake.input[0]): - files = snakemake.input[0] -else: - files = list_files(snakemake.input[0], "tsv") - -# concat tables into one and add sample columns -dfs = [] -for file in files: - df = pd.read_csv(file, sep="\t") - dfs.append(df) - try: - samples = list(set(df["sample"])) - except KeyError: - sample = os.path.basename(file).split(".")[0] - df["sample"] = [sample] * len(df) - -dfs = pd.concat(dfs).reset_index(drop=True).sort_values("sample") -# Duplicate each sample by the number of replicates -replicates = list(range(1, snakemake.params.rep + 1)) -rep_df = dfs.reindex(dfs.index.repeat(len(replicates))) -# add replicate column -rep_df["rep"] = replicates * len(dfs) -rep_df["samplename"] = [ - sample + "-" + str(rep) for sample, rep in zip(rep_df["sample"], rep_df["rep"]) -] -rep_df.drop(["sample", "rep"], axis=1, inplace=True) -accepted_cols = ["proportion", "reads", "bases", "cov_sim"] -for col in accepted_cols: - try: - rep_df[f"{col}"] = [ - np.random.normal(val, snakemake.params.rep_sd) for val in rep_df[f"{col}"] - ] - except KeyError: - continue - -for sample in set(rep_df["samplename"]): - sample_df = rep_df[rep_df["samplename"] == sample] - sample_df.to_csv(f"{snakemake.params.outdir}/{sample}.tsv", sep="\t", index=None) From 4962604c3dc2429a631c6702ce64ffe49e51d15e Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 15:56:21 +0100 Subject: [PATCH 035/365] added seed , divide total bases by sample count --- mess/bin/calculate_cov.py | 46 ++++++++++++++++++++++++--------------- 1 file changed, 29 insertions(+), 17 deletions(-) diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py index 3af6892..1b99bc4 100644 --- a/mess/bin/calculate_cov.py +++ b/mess/bin/calculate_cov.py @@ -40,8 +40,8 @@ def get_even_dist(df, cols): # Set seed for distributions np.random.seed(snakemake.params.seed) -# Set seed for seed simulation -rng = random.Random(snakemake.params.seed) +# Set seed for read simulators +random.seed(snakemake.params.seed) # Pairing if snakemake.params.pairing: @@ -49,48 +49,50 @@ def get_even_dist(df, cols): else: p = 1 -# Calculate total base count -total_bases = parse_size(snakemake.params.total_bases) # Get table with assembly genomsizes and their taxonomy entry_df = pd.read_csv(snakemake.input.entry, sep="\t", dtype={"entry": object}) asm_df = pd.read_csv(snakemake.input.asm, sep="\t", dtype={"entry": object}) df = entry_df.merge(asm_df, on="entry") + +# Calculate total base count +bases_per_sample = parse_size(snakemake.params.total_bases) // df["samplename"].count() + # Count number of entries -df["count"] = df.groupby("entry")["entry"].transform("count") +df["count"] = df.groupby(["samplename", "entry"])["entry"].transform("count") # Calculate prportion with dist if snakemake.params.dist == "even": df = get_even_dist(df, ["taxid"]) - df["bases"] = df["proportion"] * total_bases + df["bases"] = df["proportion"] * bases_per_sample df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] elif snakemake.params.dist == "lognormal": df = get_lognormal_dist(df, snakemake.params.mu, snakemake.params.sigma) - df["bases"] = df["proportion"] * total_bases + df["bases"] = df["proportion"] * bases_per_sample df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] else: if "proportion" in entry_df.columns: df["proportion"] = df["proportion"] / df["count"] - df["bases"] = df["proportion"] * total_bases + df["bases"] = df["proportion"] * bases_per_sample df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] elif "reads" in entry_df.columns: df["reads"] = df["reads"] / df["count"] df["bases"] = df["reads"] * (snakemake.params.read_len * p) - total_bases = df["bases"].sum() - df["proportion"] = df["bases"] / total_bases + bases_per_sample = df["bases"].sum() + df["proportion"] = df["bases"] / bases_per_sample df["cov_sim"] = df["bases"] / df["genome_size"] elif "bases" in entry_df.columns: - total_bases = df["bases"].sum() + bases_per_sample = df["bases"].sum() df["bases"] = df["bases"] / df["count"] df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["proportion"] = df["bases"] / total_bases + df["proportion"] = df["bases"] / bases_per_sample df["cov_sim"] = df["bases"] / df["genome_size"] elif "cov_sim" in entry_df.columns: @@ -99,9 +101,19 @@ def get_even_dist(df, cols): df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["proportion"] = df["bases"] / df["bases"].sum() -df = df.astype({"bases": int, "reads": int}) + df["fasta"] = [os.path.basename(fa).split(".fna.gz")[0] for fa in df["path"]] -df["seed"] = rng.sample(range(1, 1000000), len(df)) -sel_df = df[["fasta", "genome_size", "proportion", "bases", "reads", "cov_sim", "seed"]] -sel_df.to_csv(snakemake.log[0], sep="\t", index=None) -sel_df.set_index("fasta").to_json(snakemake.output[0], index=None) +df["seed"] = random.sample(range(1, 1000000), len(df)) +cols = [ + "samplename", + "fasta", + "genome_size", + "bases", + "reads", + "proportion", + "cov_sim", + "seed", +] +df = df.astype({"bases": int, "reads": int, "seed": int}) +df[cols].to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore +df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From 24d85009a5ff4d2c106a968816e4be0844f4210f Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 15:56:40 +0100 Subject: [PATCH 036/365] generate one table instead --- mess/bin/prepare_tables.smk | 32 ++++++++------------------------ 1 file changed, 8 insertions(+), 24 deletions(-) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index 6244e57..0c83cb4 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -51,9 +51,9 @@ renamed_samples = [ ] -rule prep_tables: +rule samples_table: input: - f"{outdir}/sample2fa.json", + f"{outdir}/cov.tsv", def get_assembly_summary_path(wildcards): @@ -70,22 +70,21 @@ rule get_samples_and_replicates: input: config["input_path"], output: - temp(f"{outdir}/{{sample}}.tsv"), + temp(f"{outdir}/samples.tsv"), params: - outdir=outdir, rep=config["replicates"], rep_sd=config["rep_sd"], seed=config["seed"], script: - "get_rep_tables.py" + "get_rep_table.py" -rule calculate_coverage: +checkpoint calculate_coverage: input: - entry=f"{outdir}/{{sample}}.tsv", + entry=f"{outdir}/samples.tsv", asm=lambda wildcards: get_assembly_summary_path(wildcards), output: - f"{outdir}/{{sample}}-cov.json", + temp(f"{outdir}/cov.tsv"), params: dist=config["dist"], mu=config["mu"], @@ -96,21 +95,6 @@ rule calculate_coverage: rep_sd=config["rep_sd"], seed=config["seed"], log: - f"logs/tables/{{sample}}.tsv", + f"logs/tables/cov.tsv", script: "calculate_cov.py" - - -rule merge_tables: - input: - expand("{outdir}/{sample}-cov.json", outdir=outdir, sample=renamed_samples), - output: - f"{outdir}/sample2fa.json", - run: - d = {} - with open(output[0], "w") as sample2fa: - for file in input: - fastas = list(json.load(open(file))["genome_size"]) - sample = os.path.basename(file).split("-cov")[0] - d[sample] = fastas - json.dump(d, sample2fa) From 0a082a53ca82c24f54940ba26e57c149702e94ef Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 15:56:58 +0100 Subject: [PATCH 037/365] added working art_illumina rules --- mess/bin/sim_short_reads.smk | 87 +++++++++++++++++++----------------- 1 file changed, 46 insertions(+), 41 deletions(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index 2a58c31..00fb558 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -2,7 +2,6 @@ include: "prepare_tables.smk" import os -import json import glob @@ -24,9 +23,9 @@ def get_fasta_dir(): return fasta_dir -def get_json_value(json_file, fasta, value): - d = json.load(open(json_file)) - return d[value][fasta] +def get_value(table, sample, fasta, value): + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + return df.loc[sample].loc[fasta][value] fasta_dir = get_fasta_dir() @@ -64,8 +63,6 @@ rule decompress_assemblies: f"{fasta_dir}/{{fasta}}.fna.gz", output: temp(f"{outdir}/fasta/{{fasta}}.fa"), - benchmark: - f"benchmark/decompress/{outdir}/{{fasta}}.txt" shell: "zcat {input} > {output}" @@ -75,8 +72,6 @@ rule merge_contigs: f"{outdir}/fasta/{{fasta}}.fa", output: temp(f"{outdir}/fasta/{{fasta}}.merged"), - benchmark: - "benchmark/merge/{fasta}.txt" script: "merge_contigs.py" @@ -88,49 +83,60 @@ def get_art_args(args): return " ".join([art_args[arg] for arg in args if config[arg]]) +print(get_art_args) + + +art_args = "" +if config["paired"]: + art_args += f"-p -m {config['mean_frag_len']} -s {config['sd_frag_len']}" +if config["bam"]: + art_args += " -sam" + + +sam_out = [] +if config["bam"] and config["paired"]: + sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") +elif config["bam"] and config["paired"] == False: + sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam") +if config["bam"] == False: + sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.txt") + + rule sim_art_illumina_reads: input: fasta=f"{outdir}/fasta/{{fasta}}.merged", - json=f"{outdir}/{{sample}}-cov.json", + df=f"{outdir}/cov.tsv", output: + sam=sam_out, fastqs=[ - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq.gz"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq.gz"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq"), ] if config["paired"] - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq.gz"), - sam=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") - if config["paired"] - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam"), + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), params: -, - args=get_art_args(["bam", "paired"]), + args=art_args, seq_system=config["seq_system"], read_len=config["read_len"], - cov=lambda wildcards, input: get_json_value( - input.json, wildcards.fasta, "cov_sim" + cov=lambda wildcards, input: get_value( + input.df, wildcards.sample, wildcards.fasta, "cov_sim" ), - frag_len=config["mean_frag_len"], - sd=config["sd_frag_len"], - seed=lambda wildcards, input: get_json_value( - input.json, wildcards.fasta, "seed" + seed=lambda wildcards, input: get_value( + input.df, wildcards.sample, wildcards.fasta, "seed" ), prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}" if config["paired"] else f"{outdir}/fastq/{{sample}}/{{fasta}}1", log: "logs/art_illumina/{sample}/{fasta}.log", - benchmark: - "benchmark/art_illumina/{sample}/{fasta}.txt" shell: """ art_illumina -ss {params.seq_system} \\ -i {input.fasta} -rs {params.seed} \\ - -m {params.frag_len} -s {params.sd} \\ -l {params.read_len} -f {params.cov} \\ - -d {wildcards.fasta} -sam -na \\ + -d {wildcards.fasta} -na \\ -o {params.prefix} {params.args} &> {log} - gzip {params.prefix}*.fq + touch {output.sam} """ @@ -140,7 +146,7 @@ rule convert_sam_to_bam: if config["paired"] else f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam", output: - f"{outdir}/bam/{{sample}}/{{fasta}}.bam", + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), log: "logs/bam/{sample}/{fasta}.log", shell: @@ -149,12 +155,13 @@ rule convert_sam_to_bam: """ -def list_concat(file, sample, ext): - d = json.load(open(file)) - fastas = d[sample] +def list_concat(wildcards, ext): + table = checkpoints.calculate_coverage.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + fastas = list(df.loc[wildcards.sample].index) if ext == "fastq": return expand( - "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq.gz", + "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq", outdir=outdir, fasta=fastas, ) @@ -168,25 +175,23 @@ def list_concat(file, sample, ext): rule concat_bam: input: - lambda wildcards: list_concat( - f"{outdir}/sample2fa.json", wildcards.sample, "bam" - ), + lambda wildcards: list_concat(wildcards, "bam"), output: f"{outdir}/bam/{{sample}}.bam", + threads: 3 shell: """ - samtools merge -o {output} {input} + samtools merge -@ {threads} -o {output} {input} """ rule concat_fastq: input: - lambda wildcards: list_concat( - f"{outdir}/sample2fa.json", wildcards.sample, "fastq" - ), + lambda wildcards: list_concat(wildcards, "fastq"), output: f"{outdir}/fastq/{{sample}}_R{{p}}.fq.gz", + threads: 3 shell: """ - cat {input} {output} + cat {input} | pigz -p {threads} > {output} """ From 9874ea5406518e9ebbc4516e307a4b97132079c3 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 15:57:16 +0100 Subject: [PATCH 038/365] added snakefile for tables and sim --- mess/bin/snakefile | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 mess/bin/snakefile diff --git a/mess/bin/snakefile b/mess/bin/snakefile new file mode 100644 index 0000000..10619c4 --- /dev/null +++ b/mess/bin/snakefile @@ -0,0 +1,8 @@ +include: "prepare_tables.smk" +include: "sim_short_reads.smk" + + +rule dalsim: + input: + f"{outdir}/cov.tsv", + list_illumina_reads(config["bam"]), From 497e9049a1e6150366d08456a00dc3da9e17479f Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 15:57:27 +0100 Subject: [PATCH 039/365] update config --- mess/config/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/config/config.yml b/mess/config/config.yml index cbb6ad0..09cef57 100644 --- a/mess/config/config.yml +++ b/mess/config/config.yml @@ -11,6 +11,7 @@ sigma: 0 #Sequencing run params seq_tech: illumina #[illumina, pacbio, nanopore] paired: True #set to single for single read simulation or longread simulation +bam: False read_len: 150 total_bases: 1G @@ -18,7 +19,6 @@ total_bases: 1G illumina_sequencing_system: HSXt #HiSeqX TruSeq (read length:150bp) illumina_mean_frag_len: 200 illumina_sd_frag_len: 10 -bam: False ##Long reads (pbsim2 params) chemistry: R94 #Select R94, R95, R103 pore versions for Nanopore. From f3b98ab9938060c9f782cef8248411292bc7b56e Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 15:57:36 +0100 Subject: [PATCH 040/365] added download rules --- mess/bin/download.smk | 1 + 1 file changed, 1 insertion(+) create mode 100644 mess/bin/download.smk diff --git a/mess/bin/download.smk b/mess/bin/download.smk new file mode 100644 index 0000000..e52119c --- /dev/null +++ b/mess/bin/download.smk @@ -0,0 +1 @@ +include: "prepare_tables.smk" From b097bbfd9f06f6d3ed8f3a6762f9044dc017df07 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 16:29:04 +0100 Subject: [PATCH 041/365] removed old scripts --- mess/bin/Snakefile | 81 --------------------- mess/bin/read_counts_table.py | 128 ---------------------------------- 2 files changed, 209 deletions(-) delete mode 100644 mess/bin/Snakefile delete mode 100644 mess/bin/read_counts_table.py diff --git a/mess/bin/Snakefile b/mess/bin/Snakefile deleted file mode 100644 index 3b3204a..0000000 --- a/mess/bin/Snakefile +++ /dev/null @@ -1,81 +0,0 @@ -include: "simulate_reads.smk" - - -replicates = list(range(1, config["replicates"] + 1)) -community_name = config["community_name"] -read_direction = [] -if config["seq_tech"] != "illumina": - read_direction = config["seq_tech"] -if config["seq_tech"] == "illumina" and config["read_status"] == "single": - read_direction = "single" -if config["seq_tech"] == "illumina" and config["read_status"] == "paired": - read_direction = ["R1", "R2"] - - -def assembly_and_bam_list(wildcards): - try: - directory = config["assemblies_dir"] - files = glob.glob(os.path.join(directory, "*.fna")) - assemblynames = [file.split("/")[-1].split(".fna")[0] for file in files] - assemblies = expand(f"{community_name}/assemblies/{{i}}.fna", i=assemblynames) - except KeyError: - checkpoint_directory = f"{community_name}/assemblies" - assemblynames = glob_wildcards( - os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") - ).i - assemblies = expand( - f"{checkpoint_directory}/{{i}}_genomic.fna.gz", i=assemblynames - ) - - if config["bam"]: - bam = expand( - f"bam/{community_name}-{{rep}}-{{i}}.bam", i=assemblynames, rep=replicates - ) - all = bam + assemblies - else: - all = assemblies - print("ALL", all) - return all - - -def downloads(wildcards, extensions): - extensions = extensions.split(",") - checkpoint_directory = os.path.dirname( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - files = [glob.glob(f"{checkpoint_directory}/*_{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -rule all_download: - input: - f"{community_name}/download/assembly_summary.tsv", - lambda wildcards: downloads(wildcards, ".fna.gz"), - - -rule all_sim: - input: - expand( - "simreads/{community}-{rep}_{rd}.fq.gz", - community=community_name, - rep=replicates, - rd=read_direction, - ), - expand( - "taxonomy-{community}-{rep}_{rd}.tsv", - community=community_name, - rep=replicates, - rd=read_direction, - ), - expand( - "readcounts-{community}-{rep}.tsv", - community=community_name, - rep=replicates, - ), - expand( - "krona/{community}-{rep}_{rd}.html", - community=community_name, - rep=replicates, - rd=read_direction, - ), - assembly_and_bam_list, diff --git a/mess/bin/read_counts_table.py b/mess/bin/read_counts_table.py deleted file mode 100644 index 832c1ca..0000000 --- a/mess/bin/read_counts_table.py +++ /dev/null @@ -1,128 +0,0 @@ -import pandas as pd -import numpy as np -import logging -import random -replicate = snakemake.wildcards.rep -seed = snakemake.params.seed -random.seed(seed) -logging.basicConfig(format='%(asctime)s %(levelname)s %(message)s', datefmt='%d %b %Y %H:%M:%S', - filename=snakemake.log[0], level=logging.DEBUG) -inputval = snakemake.params.value -if inputval == 'Reads' or inputval == 'Coverage': - totalreads = 0 -else: - totalreads = snakemake.config['total_reads'] -sdr = snakemake.config["sd_rep"] - -read_status = snakemake.config["read_status"] -if read_status == 'single' or snakemake.config["seq_tech"] == 'pacbio' or snakemake.config["seq_tech"] == 'ont': - pair = 1 -else: - pair = 2 -if snakemake.config["seq_tech"] == 'illumina': - rl = snakemake.config["illumina_read_len"] -else: - rl = snakemake.config["longreads_mean_len"] - -""" -Functions -""" - - -def get_lognormal_dist(tb, mu, sigma): - d = [random.lognormvariate(mu=mu, sigma=sigma) for i in range(len(tb))] - tb.insert(loc=tb.shape[1], column='lognormal', value=d) - tb['RelativeProp'] = tb['lognormal']/tb['lognormal'].sum() - return tb - - -def get_even_dist(tb): - """ - function that calculates even read percentages across superkingdoms - """ - nb_superkingdoms = len(set(tb['superkingdom'])) - even_prop = 1/nb_superkingdoms - prop = 0 - props = [] - nb = list(tb['superkingdom']).count('Bacteria') - na = list(tb['superkingdom']).count('Archaea') - nv = list(tb['superkingdom']).count('Viruses') - ne = list(tb['superkingdom']).count('Eukaryota') - for i in range(len(tb)): - if tb.iloc[i]['superkingdom'] == 'Bacteria': - prop = even_prop / nb - if tb.iloc[i]['superkingdom'] == 'Archaea': - prop = even_prop / na - if tb.iloc[i]['superkingdom'] == 'Viruses': - prop = even_prop / nv - if tb.iloc[i]['superkingdom'] == 'Eukaryota': - prop = even_prop / ne - props.append(prop) - tb['RelativeProp'] = props - return tb - - -def calculate_reads_and_coverage(table, total, sd, read_len, pairing, rep, input_value): - dic = {} - genomenames = list(table['AssemblyNames']) - genomesizes = list(table['Assembly_length']) - reads_per_genome = 0 - coverage_per_genome = 0 - if input_value == 'RelativeProp' or input_value == 'lognormal' or input_value == 'even': - props = list(table['RelativeProp']) - totalgensize = sum(genomesizes) - fraction_genome = [i/float(totalgensize) for i in genomesizes] - combined_fractions = [i[0]*i[1] for i in zip(props, fraction_genome)] - x = total/sum(combined_fractions) - reads_per_genome = [i*x for i in combined_fractions] - coverage_per_genome = [(i[0]*read_len*pairing)/i[1] for i in zip(reads_per_genome, genomesizes)] - if input_value == 'ReadPercent': - readpercents = list(table['ReadPercent']) - reads_per_genome = [r*total for r in readpercents] - coverage_per_genome = [(i[0]*read_len*pairing)/(i[1]) for i in zip(reads_per_genome, genomesizes)] - if input_value == 'Coverage': - coverage_per_genome = list(table['Coverage']) - reads_per_genome = [(i[0]*i[1])/(read_len*pairing)for i in zip(coverage_per_genome, genomesizes)] - if input_value == 'Reads': - reads_per_genome = list(table['Reads']) - coverage_per_genome = [(i[0]*read_len*pairing)/i[1] for i in zip(reads_per_genome, genomesizes)] - for name, r, c in zip(genomenames, reads_per_genome, coverage_per_genome): - read = np.random.normal(r, sd) - cov = np.random.normal(c, sd) - dic[name] = {} - dic[name]['AssemblyNames'] = name - dic[name]['Reads'] = int(read) - dic[name]['Coverage'] = cov - logging.info(f"simulating {read} reads, with a coverage value of {cov} reads for accession {name}, " - f"replicate {rep} with seed {seed}") - tb = pd.DataFrame.from_dict(dic, orient='index').reset_index(drop=True) - return tb - - -""" -Main -""" -intb = pd.read_csv(snakemake.input.input_tb, sep='\t') -astb = pd.read_csv(snakemake.input.assemblies_tb, sep='\t') -common_col = intb.columns.intersection(astb.columns)[0] -assemblies_with_val = astb.merge(intb, how='left', on=f'{common_col}') -if inputval == 'Coverage' or inputval == 'Reads': - assemblies_with_val[f'{inputval}'] = np.int64(assemblies_with_val[f'{inputval}']/assemblies_with_val['NbGenomes']) - assemblies_with_val.drop(columns='NbGenomes', inplace=True) -elif inputval == 'ReadPercent' or inputval == 'RelativeProp': - assemblies_with_val[f'{inputval}'] = np.float64(assemblies_with_val[f'{inputval}'] / - assemblies_with_val['NbGenomes']) - assemblies_with_val.drop(columns='NbGenomes', inplace=True) -elif inputval == 'even': - assemblies_with_val = get_even_dist(astb) -elif inputval == 'lognormal': - mu = snakemake.config['mu'] - si = snakemake.config['sigma'] - assemblies_with_val = get_lognormal_dist(astb, mu=mu, sigma=si) -cov_read_tb = calculate_reads_and_coverage(assemblies_with_val, totalreads, sdr, rl, pair, replicate, inputval) -if inputval == 'Coverage' or inputval == 'Reads': - cov_read_tb = cov_read_tb.drop(inputval, axis=1) -mergedtb = assemblies_with_val.merge(cov_read_tb, how='left', on='AssemblyNames') -rc_tb = mergedtb.drop(['GbUid', 'FtpPath_GenBank', 'FtpPath_RefSeq', 'AsmReleaseDate_GenBank', - 'ContigN50', 'ScaffoldN50', 'Assembly_coverage', 'Contig_count'], axis=1) -rc_tb.to_csv(snakemake.output["rc_table"], sep='\t', index=False) From db06080102ad860e67414f2d9bb5a42ee3eefc1f Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 16:29:18 +0100 Subject: [PATCH 042/365] added long read rules --- mess/bin/sim_long_reads.smk | 53 +++++++++++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 mess/bin/sim_long_reads.smk diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk new file mode 100644 index 0000000..9abf77a --- /dev/null +++ b/mess/bin/sim_long_reads.smk @@ -0,0 +1,53 @@ + +include: "./sim_short_reads.smk" + + +rule pbsim2: + input: + fa="assembly_gz/{community}-{assemblyname}.fa", + tab="readcounts-{community}-{rep}.tsv", + output: + temp("{outdir}/fastq/{{fasta}}_0001.fastq"), + temp("{outdir}/fastq/{{fasta}}_0001.maf"), + temp("{outdir}/fastq/{{fasta}}_0001.ref"), + params: + chemistry=config["chemistry"], + min_read_len=config["longreads_min_len"], + max_read_len=config["longreads_max_len"], + sd_read_len=config["longreads_sd_len"], + mean_read_len=config["longreads_mean_len"], + accuracy=config["longreads_mean_acc"], + diff_ratio=config["difference_ratio"], + coverage=lambda wildcards, input: get_coverage(wildcards, input.tab), + seed=lambda wildcards: seed_dic[int(wildcards.rep)], + resources: + nb_simulation=1, + log: + "logs/pbsim2/{community}-replicate-{rep}-{assemblyname}.log", + benchmark: + "benchmark/pbsim2/{community}-{rep}-{assemblyname}.txt" + shell: + """ + pbsim --prefix simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname} \ + --id-prefix {wildcards.assemblyname} --depth {params.coverage} --length-min {params.min_read_len} \ + --length-max {params.max_read_len} --difference-ratio {params.diff_ratio} --seed {params.seed} \ + --hmm_model ${{CONDA_PREFIX}}/data/{params.chemistry}.model --length-mean {params.mean_read_len} \ + --length-sd {params.sd_read_len} {input.fa} &> {log} + """ + + +rule convert_maf_to_bam_files: + input: + "simreads/{community}-{rep}-{assemblyname}_0001.maf", + output: + sam=temp( + "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.sam" + ), + bam="bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", + log: + "logs/bam/{community}-{rep}-{assemblyname}.log", + shell: + """ + bioconvert {input} {output.sam} 2>> {log} + bioconvert {output.sam} {output.bam} 2>> {log} + """ From 7523489a35f39db1bbcf4b24700cf447c4c1c5c6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 16:29:34 +0100 Subject: [PATCH 043/365] added functions --- mess/bin/functions.smk | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 mess/bin/functions.smk diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk new file mode 100644 index 0000000..e69de29 From f7f5ba5a93533bc365e1f4944c99e3d9280394ec Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 16:29:48 +0100 Subject: [PATCH 044/365] removed unused imports --- mess/bin/prepare_tables.smk | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index 0c83cb4..547f3dc 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -1,9 +1,7 @@ import pandas as pd -import random import glob from itertools import chain from itertools import product -import json def list_files(indir, extensions): @@ -27,7 +25,7 @@ def get_cov_seed(rep, sample2seed, general_seed): outdir = config["outdir"] -random.seed(config["seed"]) + replicates = list(range(1, config["replicates"] + 1)) samples = [] From 033edb9b5a81b0bf4d83114ccf830f75df33b783 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 16:30:01 +0100 Subject: [PATCH 045/365] renamed art_illumina rule --- mess/bin/sim_short_reads.smk | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index 00fb558..2722dff 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -102,7 +102,7 @@ if config["bam"] == False: sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.txt") -rule sim_art_illumina_reads: +rule art_illumina: input: fasta=f"{outdir}/fasta/{{fasta}}.merged", df=f"{outdir}/cov.tsv", @@ -146,7 +146,7 @@ rule convert_sam_to_bam: if config["paired"] else f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam", output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + f"{outdir}/bam/{{sample}}/{{fasta}}.bam", log: "logs/bam/{sample}/{fasta}.log", shell: From 6d9af594a28f3fcf93dd4a429c8ff7c4faff8bf5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 16:45:02 +0100 Subject: [PATCH 046/365] added all functions in functios.smk --- mess/bin/functions.smk | 140 +++++++++++++++++++++++++++++++++++ mess/bin/prepare_tables.smk | 60 +-------------- mess/bin/sim_long_reads.smk | 2 +- mess/bin/sim_short_reads.smk | 100 +------------------------ mess/bin/snakefile | 1 + 5 files changed, 145 insertions(+), 158 deletions(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index e69de29..7ea50f4 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -0,0 +1,140 @@ +import os +import pandas as pd +import glob +from itertools import chain +from itertools import product + + +def list_files(indir, extensions): + extensions = extensions.split(",") + files = [glob.glob(f"{indir}/*.{e}") for e in extensions] + return list(chain.from_iterable(files)) + + +def get_fasta_dir(): + try: + checkpoint_dir = os.path.dirname( + checkpoints.download_assemblies.get(**wildcards).output[0] + ) + fasta_dir = os.path.join(checkpoint_dir, "assemblies") + + except AttributeError: + fasta_dir = os.path.abspath(config["fasta_dir"]) + return fasta_dir + + +def get_value(table, sample, fasta, value): + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + return df.loc[sample].loc[fasta][value] + + +def list_files(indir, extensions): + extensions = extensions.split(",") + files = [glob.glob(f"{indir}/*.{e}") for e in extensions] + return list(chain.from_iterable(files)) + + +def get_cov_seed(rep, sample2seed, general_seed): + """ + Function that returns a seed for coverage + By default each replicate has a unique seed + If the param same_dist_rep is True, return a single seed for all replicates + """ + try: + same_dist_rep = config["same_dist_rep"] + if same_dist_rep: + return general_seed + except KeyError: + return sample2seed[int(rep)] + + +def list_illumina_reads(bam): + reads = expand( + "{outdir}/fastq/{sample}_R{p}.fq.gz", + outdir=outdir, + sample=renamed_samples, + p=pairs, + ) + if bam: + bams = expand( + "{outdir}/bam/{sample}.bam", outdir=outdir, sample=renamed_samples + ) + reads.append(bams) + return reads + + +outdir = config["outdir"] + +replicates = list(range(1, config["replicates"] + 1)) + +samples = [] +if os.path.isfile(config["input_path"]): + files = config["input_path"] +else: + files = list_files(config["input_path"], "tsv") + +for file in files: + df = pd.read_csv(file, sep="\t") + try: + samples.append(list(set(df["sample"]))) + except KeyError: + samples.append([os.path.basename(file).split(".")[0]]) + +samples = list(chain.from_iterable(samples)) +samples_rep = list(product(samples, replicates)) +renamed_samples = [ + "-".join([os.path.basename(sample[0]).split(".")[0], str(sample[1])]) + for sample in samples_rep +] + + +def get_assembly_summary_path(wildcards): + try: + table = os.path.abspath( + checkpoints.download_assemblies.get(**wildcards).output[0] + ) + except AttributeError: + table = os.path.abspath(config["asm_summary"]) + return table + + +fasta_dir = get_fasta_dir() +fasta_list = list_files(fasta_dir, "fasta.gz,fa.gz,fna.gz") +fasta_names = [os.path.basename(fa).split(".fna.gz")[0] for fa in fasta_list] + +if config["paired"]: + pairs = [1, 2] +else: + pairs = [1] + +art_args = "" +if config["paired"]: + art_args += f"-p -m {config['mean_frag_len']} -s {config['sd_frag_len']}" +if config["bam"]: + art_args += " -sam" + +sam_out = [] +if config["bam"] and config["paired"]: + sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") +elif config["bam"] and config["paired"] == False: + sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam") +if config["bam"] == False: + sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.txt") + + +def list_concat(wildcards, ext): + table = checkpoints.calculate_coverage.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + fastas = list(df.loc[wildcards.sample].index) + if ext == "fastq": + return expand( + "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq", + outdir=outdir, + fasta=fastas, + ) + elif ext == "bam": + return expand( + "{outdir}/bam/{{sample}}/{fasta}.bam", + outdir=outdir, + fasta=fastas, + ) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index 547f3dc..fecbe7f 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -1,52 +1,4 @@ -import pandas as pd -import glob -from itertools import chain -from itertools import product - - -def list_files(indir, extensions): - extensions = extensions.split(",") - files = [glob.glob(f"{indir}/*.{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -def get_cov_seed(rep, sample2seed, general_seed): - """ - Function that returns a seed for coverage - By default each replicate has a unique seed - If the param same_dist_rep is True, return a single seed for all replicates - """ - try: - same_dist_rep = config["same_dist_rep"] - if same_dist_rep: - return general_seed - except KeyError: - return sample2seed[int(rep)] - - -outdir = config["outdir"] - -replicates = list(range(1, config["replicates"] + 1)) - -samples = [] -if os.path.isfile(config["input_path"]): - files = config["input_path"] -else: - files = list_files(config["input_path"], "tsv") - -for file in files: - df = pd.read_csv(file, sep="\t") - try: - samples.append(list(set(df["sample"]))) - except KeyError: - samples.append([os.path.basename(file).split(".")[0]]) - -samples = list(chain.from_iterable(samples)) -samples_rep = list(product(samples, replicates)) -renamed_samples = [ - "-".join([os.path.basename(sample[0]).split(".")[0], str(sample[1])]) - for sample in samples_rep -] +include: "./functions.smk" rule samples_table: @@ -54,16 +6,6 @@ rule samples_table: f"{outdir}/cov.tsv", -def get_assembly_summary_path(wildcards): - try: - table = os.path.abspath( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - except AttributeError: - table = os.path.abspath(config["asm_summary"]) - return table - - rule get_samples_and_replicates: input: config["input_path"], diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 9abf77a..ce82c02 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -1,5 +1,5 @@ -include: "./sim_short_reads.smk" +include: "./functions.smk" rule pbsim2: diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index 2722dff..c622103 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -1,56 +1,4 @@ -include: "prepare_tables.smk" - - -import os -import glob - - -def list_files(indir, extensions): - extensions = extensions.split(",") - files = [glob.glob(f"{indir}/*.{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -def get_fasta_dir(): - try: - checkpoint_dir = os.path.dirname( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - fasta_dir = os.path.join(checkpoint_dir, "assemblies") - - except AttributeError: - fasta_dir = os.path.abspath(config["fasta_dir"]) - return fasta_dir - - -def get_value(table, sample, fasta, value): - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - return df.loc[sample].loc[fasta][value] - - -fasta_dir = get_fasta_dir() -fasta_list = list_files(fasta_dir, "fasta.gz,fa.gz,fna.gz") -fasta_names = [os.path.basename(fa).split(".fna.gz")[0] for fa in fasta_list] - -if config["paired"]: - pairs = [1, 2] -else: - pairs = [1] - - -def list_illumina_reads(bam): - reads = expand( - "{outdir}/fastq/{sample}_R{p}.fq.gz", - outdir=outdir, - sample=renamed_samples, - p=pairs, - ) - if bam: - bams = expand( - "{outdir}/bam/{sample}.bam", outdir=outdir, sample=renamed_samples - ) - reads.append(bams) - return reads +include: "./functions.smk" rule sim_illumina: @@ -76,32 +24,6 @@ rule merge_contigs: "merge_contigs.py" -art_args = {"bam": "-sam", "paired": "-p"} - - -def get_art_args(args): - return " ".join([art_args[arg] for arg in args if config[arg]]) - - -print(get_art_args) - - -art_args = "" -if config["paired"]: - art_args += f"-p -m {config['mean_frag_len']} -s {config['sd_frag_len']}" -if config["bam"]: - art_args += " -sam" - - -sam_out = [] -if config["bam"] and config["paired"]: - sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") -elif config["bam"] and config["paired"] == False: - sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam") -if config["bam"] == False: - sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.txt") - - rule art_illumina: input: fasta=f"{outdir}/fasta/{{fasta}}.merged", @@ -146,7 +68,7 @@ rule convert_sam_to_bam: if config["paired"] else f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam", output: - f"{outdir}/bam/{{sample}}/{{fasta}}.bam", + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), log: "logs/bam/{sample}/{fasta}.log", shell: @@ -155,24 +77,6 @@ rule convert_sam_to_bam: """ -def list_concat(wildcards, ext): - table = checkpoints.calculate_coverage.get(**wildcards).output[0] - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - fastas = list(df.loc[wildcards.sample].index) - if ext == "fastq": - return expand( - "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq", - outdir=outdir, - fasta=fastas, - ) - elif ext == "bam": - return expand( - "{outdir}/bam/{{sample}}/{fasta}.bam", - outdir=outdir, - fasta=fastas, - ) - - rule concat_bam: input: lambda wildcards: list_concat(wildcards, "bam"), diff --git a/mess/bin/snakefile b/mess/bin/snakefile index 10619c4..49cf2c1 100644 --- a/mess/bin/snakefile +++ b/mess/bin/snakefile @@ -1,3 +1,4 @@ +include: "functions.smk" include: "prepare_tables.smk" include: "sim_short_reads.smk" From 8fcb17cfc1aec43468dddd175c60f8b8cbd5c435 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 23 Nov 2023 16:51:38 +0100 Subject: [PATCH 047/365] renamed rule all --- mess/bin/snakefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/bin/snakefile b/mess/bin/snakefile index 49cf2c1..c093e30 100644 --- a/mess/bin/snakefile +++ b/mess/bin/snakefile @@ -3,7 +3,7 @@ include: "prepare_tables.smk" include: "sim_short_reads.smk" -rule dalsim: +rule all: input: f"{outdir}/cov.tsv", list_illumina_reads(config["bam"]), From 46361d33ceaa2ec1e090e501edaac33a7d69d080 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 10:49:16 +0100 Subject: [PATCH 048/365] improved formatting --- mess/bin/merge_contigs.py | 25 ++++++++++++++++--------- 1 file changed, 16 insertions(+), 9 deletions(-) diff --git a/mess/bin/merge_contigs.py b/mess/bin/merge_contigs.py index 3e3b3e7..63912f9 100644 --- a/mess/bin/merge_contigs.py +++ b/mess/bin/merge_contigs.py @@ -1,18 +1,25 @@ from Bio import SeqIO + try: - record = SeqIO.read(snakemake.input[0], 'fasta') # Check if the fasta file has one record only - SeqIO.write(record, snakemake.output[0], 'fasta') # If only one record (i.e one contig) copy the file + record = SeqIO.read( + snakemake.input[0], "fasta" + ) # Check if the fasta file has one record only + SeqIO.write( + record, snakemake.output[0], "fasta" + ) # If only one record (i.e one contig) copy the file except ValueError: # More than one record, we merge contigs - fasta = open(snakemake.input[0], 'r') - handle = SeqIO.parse(fasta, 'fasta') + fasta = open(snakemake.input[0], "r") + handle = SeqIO.parse(fasta, "fasta") headers = [] seq = [] for record in handle: - headers.append(record.description) + headers.append(record.id) seq.append(record.seq) - nlist='N'*1000 # Seperate contigs with a string of 1000 N - merged_contigs = [seq[i]+nlist for i in range(len(seq))] - merged_contigs[0] = '>'+headers[0]+'\n'+merged_contigs[0] # add the first header before the first contig - with open(snakemake.output[0], 'w') as f: + nlist = "N" * 1000 # Seperate contigs with a string of 1000 N + merged_contigs = [seq[i] + nlist for i in range(len(seq))] + merged_contigs[0] = ( + ">" + headers[0] + "\n" + merged_contigs[0] + ) # add the first header before the first contig + with open(snakemake.output[0], "w") as f: for contig in merged_contigs: f.write(f"{contig}\n") From b3fcdc336c9ef38f32e4226a5b6b0a94f9025a48 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 11:07:43 +0100 Subject: [PATCH 049/365] removed deprecated functions --- mess/bin/functions.smk | 43 ++++++++++++++++-------------------------- 1 file changed, 16 insertions(+), 27 deletions(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index 7ea50f4..3aa9d13 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -28,34 +28,22 @@ def get_value(table, sample, fasta, value): return df.loc[sample].loc[fasta][value] -def list_files(indir, extensions): - extensions = extensions.split(",") - files = [glob.glob(f"{indir}/*.{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -def get_cov_seed(rep, sample2seed, general_seed): - """ - Function that returns a seed for coverage - By default each replicate has a unique seed - If the param same_dist_rep is True, return a single seed for all replicates - """ - try: - same_dist_rep = config["same_dist_rep"] - if same_dist_rep: - return general_seed - except KeyError: - return sample2seed[int(rep)] - +def list_reads(): + if config["seq_tech"] == "illumina": + reads = expand( + "{outdir}/fastq/{sample}_R{p}.fq.gz", + outdir=outdir, + sample=renamed_samples, + p=pairs, + ) + else: + reads = expand( + "{outdir}/fastq/{sample}.fq.gz", + outdir=outdir, + sample=renamed_samples, + ) -def list_illumina_reads(bam): - reads = expand( - "{outdir}/fastq/{sample}_R{p}.fq.gz", - outdir=outdir, - sample=renamed_samples, - p=pairs, - ) - if bam: + if config["bam"]: bams = expand( "{outdir}/bam/{sample}.bam", outdir=outdir, sample=renamed_samples ) @@ -113,6 +101,7 @@ if config["paired"]: if config["bam"]: art_args += " -sam" + sam_out = [] if config["bam"] and config["paired"]: sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") From 0bd56a05d85f9a7d3e271f2216aa397c45d39810 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 11:08:00 +0100 Subject: [PATCH 050/365] added fasta pre-process rules --- mess/bin/process_fasta.smk | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) create mode 100644 mess/bin/process_fasta.smk diff --git a/mess/bin/process_fasta.smk b/mess/bin/process_fasta.smk new file mode 100644 index 0000000..32efb57 --- /dev/null +++ b/mess/bin/process_fasta.smk @@ -0,0 +1,28 @@ + +rule decompress_assemblies: + input: + f"{fasta_dir}/{{fasta}}.fna.gz", + output: + temp(f"{outdir}/fasta/{{fasta}}.fa"), + shell: + "zcat {input} > {output}" + + +rule rename_headers: + input: + f"{outdir}/fasta/{{fasta}}.fa", + output: + temp(f"{outdir}/fasta/{{fasta}}.renamed"), + shell: + """ + cut -f 1 -d" " {input} > {output} + """ + + +rule merge_contigs: + input: + f"{outdir}/fasta/{{fasta}}.renamed", + output: + f"{outdir}/fasta/{{fasta}}.merged", + script: + "merge_contigs.py" From ac4e0ae823d7d1496f137b3301d04776e5d5ad0b Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 11:08:23 +0100 Subject: [PATCH 051/365] moved fasta process rules --- mess/bin/sim_short_reads.smk | 25 ++----------------------- 1 file changed, 2 insertions(+), 23 deletions(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index c622103..2c77e32 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -1,27 +1,7 @@ -include: "./functions.smk" - rule sim_illumina: input: - list_illumina_reads(config["bam"]), - - -rule decompress_assemblies: - input: - f"{fasta_dir}/{{fasta}}.fna.gz", - output: - temp(f"{outdir}/fasta/{{fasta}}.fa"), - shell: - "zcat {input} > {output}" - - -rule merge_contigs: - input: - f"{outdir}/fasta/{{fasta}}.fa", - output: - temp(f"{outdir}/fasta/{{fasta}}.merged"), - script: - "merge_contigs.py" + list_reads(), rule art_illumina: @@ -56,8 +36,7 @@ rule art_illumina: art_illumina -ss {params.seq_system} \\ -i {input.fasta} -rs {params.seed} \\ -l {params.read_len} -f {params.cov} \\ - -d {wildcards.fasta} -na \\ - -o {params.prefix} {params.args} &> {log} + -na {params.args} -o {params.prefix} &> {log} touch {output.sam} """ From 3f56343438b70b51c65fd68f1e0f1cd1a911ae1c Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 11:09:50 +0100 Subject: [PATCH 052/365] added generic list_reads function --- mess/bin/snakefile | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/mess/bin/snakefile b/mess/bin/snakefile index c093e30..11563f2 100644 --- a/mess/bin/snakefile +++ b/mess/bin/snakefile @@ -1,9 +1,18 @@ include: "functions.smk" include: "prepare_tables.smk" -include: "sim_short_reads.smk" +include: "process_fasta.smk" + + +if config["seq_tech"] == "illumina": + + include: "sim_short_reads.smk" + +else: + + include: "sim_long_reads.smk" rule all: input: f"{outdir}/cov.tsv", - list_illumina_reads(config["bam"]), + list_reads(), From e9b708c5e4b43007ce7be86a9b86de9525446e3c Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 16:53:07 +0100 Subject: [PATCH 053/365] update to pbsim3 --- env.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/env.yml b/env.yml index d53eeba..a710cc0 100644 --- a/env.yml +++ b/env.yml @@ -8,5 +8,5 @@ dependencies: - art >=2016.06.05 - bioconvert >=0.4.3 - krona >=2.8 - - pbsim2 >= 2.0.1 + - pbsim3 >= 3.0.1 - seqkit >= 0.16.0 From 307387e23ba0072cc69f3937ede64747c805694c Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 16:53:34 +0100 Subject: [PATCH 054/365] added fastq expand for long reads --- mess/bin/functions.smk | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index 3aa9d13..e770e6b 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -95,12 +95,6 @@ if config["paired"]: else: pairs = [1] -art_args = "" -if config["paired"]: - art_args += f"-p -m {config['mean_frag_len']} -s {config['sd_frag_len']}" -if config["bam"]: - art_args += " -sam" - sam_out = [] if config["bam"] and config["paired"]: @@ -116,11 +110,18 @@ def list_concat(wildcards, ext): df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) fastas = list(df.loc[wildcards.sample].index) if ext == "fastq": - return expand( - "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq", - outdir=outdir, - fasta=fastas, - ) + if config["seq_tech"] == "illumina": + return expand( + "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq", + outdir=outdir, + fasta=fastas, + ) + else: + return expand( + "{outdir}/fastq/{{sample}}/{fasta}_0001.fastq", + outdir=outdir, + fasta=fastas, + ) elif ext == "bam": return expand( "{outdir}/bam/{{sample}}/{fasta}.bam", From d1c8eb219dba48234917118c10d54695335f6d9d Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 16:54:34 +0100 Subject: [PATCH 055/365] added read format rules --- mess/bin/reads_format.smk | 52 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 mess/bin/reads_format.smk diff --git a/mess/bin/reads_format.smk b/mess/bin/reads_format.smk new file mode 100644 index 0000000..3f757e5 --- /dev/null +++ b/mess/bin/reads_format.smk @@ -0,0 +1,52 @@ +rule convert_maf_to_sam: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.maf", + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam"), + log: + "logs/bam/{sample}/{fasta}.log", + shell: + """ + bioconvert {input} {output} 2>> {log} + """ + + +rule convert_sam_to_bam: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam" + if not config["paired"] + else f"{outdir}/fastq/{{sample}}/{{fasta}}.sam", + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + log: + "logs/bam/{sample}/{fasta}.log", + shell: + """ + bioconvert {input} {output} 2> {log} + """ + + +rule concat_bam: + input: + lambda wildcards: list_concat(wildcards, "bam"), + output: + f"{outdir}/bam/{{sample}}.bam", + threads: 3 + shell: + """ + samtools merge -@ {threads} -o {output} {input} + """ + + +rule concat_fastq: + input: + lambda wildcards: list_concat(wildcards, "fastq"), + output: + f"{outdir}/fastq/{{sample}}_R{{p}}.fq.gz" + if config["seq_tech"] == "illumina" + else f"{outdir}/fastq/{{sample}}.fq.gz", + threads: 3 + shell: + """ + cat {input} | pigz -p {threads} > {output} + """ From 943696f4c06e4ba9c3ad3bad1bc284ebc5625422 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 16:54:47 +0100 Subject: [PATCH 056/365] added pbsim rule --- mess/bin/sim_long_reads.smk | 74 ++++++++++++++++--------------------- 1 file changed, 31 insertions(+), 43 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index ce82c02..2ee9fd5 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -1,53 +1,41 @@ +if config["seq_tech"] == "pacbio": + if config["profile"] == "sequel": + model = "ERRHMM-SEQUEL" + else: + model = "ERRHMM-RSII" +else: + if config["profile"] == "q20": + model = "ERRHMM-ONT-HQ" + else: + model = "ERRHMM-ONT" -include: "./functions.smk" - -rule pbsim2: +rule pbsim3: input: - fa="assembly_gz/{community}-{assemblyname}.fa", - tab="readcounts-{community}-{rep}.tsv", + fa=f"{outdir}/fasta/{{fasta}}.fa", + df=f"{outdir}/cov.tsv", output: - temp("{outdir}/fastq/{{fasta}}_0001.fastq"), - temp("{outdir}/fastq/{{fasta}}_0001.maf"), - temp("{outdir}/fastq/{{fasta}}_0001.ref"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.fastq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.maf"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.ref"), params: - chemistry=config["chemistry"], - min_read_len=config["longreads_min_len"], - max_read_len=config["longreads_max_len"], - sd_read_len=config["longreads_sd_len"], - mean_read_len=config["longreads_mean_len"], - accuracy=config["longreads_mean_acc"], - diff_ratio=config["difference_ratio"], - coverage=lambda wildcards, input: get_coverage(wildcards, input.tab), - seed=lambda wildcards: seed_dic[int(wildcards.rep)], - resources: - nb_simulation=1, - log: - "logs/pbsim2/{community}-replicate-{rep}-{assemblyname}.log", - benchmark: - "benchmark/pbsim2/{community}-{rep}-{assemblyname}.txt" - shell: - """ - pbsim --prefix simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname} \ - --id-prefix {wildcards.assemblyname} --depth {params.coverage} --length-min {params.min_read_len} \ - --length-max {params.max_read_len} --difference-ratio {params.diff_ratio} --seed {params.seed} \ - --hmm_model ${{CONDA_PREFIX}}/data/{params.chemistry}.model --length-mean {params.mean_read_len} \ - --length-sd {params.sd_read_len} {input.fa} &> {log} - """ - - -rule convert_maf_to_bam_files: - input: - "simreads/{community}-{rep}-{assemblyname}_0001.maf", - output: - sam=temp( - "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.sam" + model=model, + mean_len=config["read_len"], + len_sd=config["read_sd"], + cov=lambda wildcards, input: get_value( + input.df, wildcards.sample, wildcards.fasta, "cov_sim" + ), + seed=lambda wildcards, input: get_value( + input.df, wildcards.sample, wildcards.fasta, "seed" ), - bam="bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", + prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}", log: - "logs/bam/{community}-{rep}-{assemblyname}.log", + "logs/pbsim3/{sample}/{fasta}.log", shell: """ - bioconvert {input} {output.sam} 2>> {log} - bioconvert {output.sam} {output.bam} 2>> {log} + pbsim --strategy wgs --method errhmm \\ + --prefix {params.prefix} --seed {params.seed} \\ + --errhmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ + --length-mean {params.mean_len} --length-sd {params.len_sd} \\ + --depth {params.cov} --genome {input.fa} &> {log} """ From 3cb00c67c227d490bc57d086a28c525db7f410b0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 16:55:02 +0100 Subject: [PATCH 057/365] moved art args --- mess/bin/sim_short_reads.smk | 50 +++++------------------------------- 1 file changed, 6 insertions(+), 44 deletions(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index 2c77e32..28b0201 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -1,7 +1,8 @@ - -rule sim_illumina: - input: - list_reads(), +art_args = "" +if config["paired"]: + art_args += f"-p -m {config['frag_len']} -s {config['frag_sd']}" +if config["bam"]: + art_args += " -sam" rule art_illumina: @@ -18,7 +19,7 @@ rule art_illumina: else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), params: args=art_args, - seq_system=config["seq_system"], + seq_system=config["profile"], read_len=config["read_len"], cov=lambda wildcards, input: get_value( input.df, wildcards.sample, wildcards.fasta, "cov_sim" @@ -39,42 +40,3 @@ rule art_illumina: -na {params.args} -o {params.prefix} &> {log} touch {output.sam} """ - - -rule convert_sam_to_bam: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}.sam" - if config["paired"] - else f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam", - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), - log: - "logs/bam/{sample}/{fasta}.log", - shell: - """ - bioconvert {input} {output} 2> {log} - """ - - -rule concat_bam: - input: - lambda wildcards: list_concat(wildcards, "bam"), - output: - f"{outdir}/bam/{{sample}}.bam", - threads: 3 - shell: - """ - samtools merge -@ {threads} -o {output} {input} - """ - - -rule concat_fastq: - input: - lambda wildcards: list_concat(wildcards, "fastq"), - output: - f"{outdir}/fastq/{{sample}}_R{{p}}.fq.gz", - threads: 3 - shell: - """ - cat {input} | pigz -p {threads} > {output} - """ From 31b12fa96c47ae15cc1ab0127c650dc32fdf193b Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 24 Nov 2023 16:55:16 +0100 Subject: [PATCH 058/365] added read format rules --- mess/bin/snakefile | 3 +++ 1 file changed, 3 insertions(+) diff --git a/mess/bin/snakefile b/mess/bin/snakefile index 11563f2..7606215 100644 --- a/mess/bin/snakefile +++ b/mess/bin/snakefile @@ -12,6 +12,9 @@ else: include: "sim_long_reads.smk" +include: "reads_format.smk" + + rule all: input: f"{outdir}/cov.tsv", From 6e2682c44f9c7f4af33ea0bed061f35e236c0975 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 27 Nov 2023 11:03:53 +0100 Subject: [PATCH 059/365] moved logs to outdir --- mess/bin/prepare_tables.smk | 2 +- mess/bin/process_fasta.smk | 2 +- mess/bin/reads_format.smk | 4 ++-- mess/bin/sim_long_reads.smk | 2 +- mess/bin/sim_short_reads.smk | 2 +- 5 files changed, 6 insertions(+), 6 deletions(-) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index fecbe7f..ffb46d1 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -35,6 +35,6 @@ checkpoint calculate_coverage: rep_sd=config["rep_sd"], seed=config["seed"], log: - f"logs/tables/cov.tsv", + f"{outdir}/logs/tables/cov.tsv", script: "calculate_cov.py" diff --git a/mess/bin/process_fasta.smk b/mess/bin/process_fasta.smk index 32efb57..ce46e30 100644 --- a/mess/bin/process_fasta.smk +++ b/mess/bin/process_fasta.smk @@ -23,6 +23,6 @@ rule merge_contigs: input: f"{outdir}/fasta/{{fasta}}.renamed", output: - f"{outdir}/fasta/{{fasta}}.merged", + temp(f"{outdir}/fasta/{{fasta}}.merged"), script: "merge_contigs.py" diff --git a/mess/bin/reads_format.smk b/mess/bin/reads_format.smk index 3f757e5..042464b 100644 --- a/mess/bin/reads_format.smk +++ b/mess/bin/reads_format.smk @@ -4,7 +4,7 @@ rule convert_maf_to_sam: output: temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam"), log: - "logs/bam/{sample}/{fasta}.log", + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", shell: """ bioconvert {input} {output} 2>> {log} @@ -19,7 +19,7 @@ rule convert_sam_to_bam: output: temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), log: - "logs/bam/{sample}/{fasta}.log", + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", shell: """ bioconvert {input} {output} 2> {log} diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 2ee9fd5..aaf3a4f 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -30,7 +30,7 @@ rule pbsim3: ), prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}", log: - "logs/pbsim3/{sample}/{fasta}.log", + f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}.log", shell: """ pbsim --strategy wgs --method errhmm \\ diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index 28b0201..bbdacc9 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -31,7 +31,7 @@ rule art_illumina: if config["paired"] else f"{outdir}/fastq/{{sample}}/{{fasta}}1", log: - "logs/art_illumina/{sample}/{fasta}.log", + f"{outdir}/logs/art_illumina/{{sample}}/{{fasta}}.log", shell: """ art_illumina -ss {params.seq_system} \\ From 1d8209362e368be42f172cb8ce23aa9d5bc60438 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 27 Nov 2023 11:04:38 +0100 Subject: [PATCH 060/365] use renamed fasta, added fasta name in read header --- mess/bin/sim_long_reads.smk | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index aaf3a4f..97ba494 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -12,7 +12,7 @@ else: rule pbsim3: input: - fa=f"{outdir}/fasta/{{fasta}}.fa", + fa=f"{outdir}/fasta/{{fasta}}.renamed", df=f"{outdir}/cov.tsv", output: temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.fastq"), @@ -33,8 +33,8 @@ rule pbsim3: f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}.log", shell: """ - pbsim --strategy wgs --method errhmm \\ - --prefix {params.prefix} --seed {params.seed} \\ + pbsim --strategy wgs --method errhmm --seed {params.seed} \\ + --prefix {params.prefix} --id-prefix {wildcards.fasta} \\ --errhmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ --length-mean {params.mean_len} --length-sd {params.len_sd} \\ --depth {params.cov} --genome {input.fa} &> {log} From 2d4c3ba512b66e667c4ed16c712621e11c24bf20 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 27 Nov 2023 12:33:45 +0100 Subject: [PATCH 061/365] added fasta name in read header --- mess/bin/sim_short_reads.smk | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index bbdacc9..50de42f 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -37,6 +37,7 @@ rule art_illumina: art_illumina -ss {params.seq_system} \\ -i {input.fasta} -rs {params.seed} \\ -l {params.read_len} -f {params.cov} \\ - -na {params.args} -o {params.prefix} &> {log} + -na {params.args} -o {params.prefix} \\ + -d {wildcards.fasta} &> {log} touch {output.sam} """ From 5aa9fe26f6a2a286b0453c542dcdbc3f904b00b5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 27 Nov 2023 12:37:59 +0100 Subject: [PATCH 062/365] deleted old config --- mess/config/config.yml | 62 ------------------------------------------ 1 file changed, 62 deletions(-) delete mode 100644 mess/config/config.yml diff --git a/mess/config/config.yml b/mess/config/config.yml deleted file mode 100644 index 09cef57..0000000 --- a/mess/config/config.yml +++ /dev/null @@ -1,62 +0,0 @@ -#MeSS parameters -input: /path/to/abundances #path to abundance tables -replicates: 1 #You con set the number of times to simulate the same metagenome -outdir: results -fasta_dir: /absolute/path/to/assemblies - -#Distribution params -dist: lognormal -mu: 1 -sigma: 0 -#Sequencing run params -seq_tech: illumina #[illumina, pacbio, nanopore] -paired: True #set to single for single read simulation or longread simulation -bam: False -read_len: 150 -total_bases: 1G - -##Illumina (art params) -illumina_sequencing_system: HSXt #HiSeqX TruSeq (read length:150bp) -illumina_mean_frag_len: 200 -illumina_sd_frag_len: 10 -##Long reads (pbsim2 params) -chemistry: - R94 #Select R94, R95, R103 pore versions for Nanopore. - #Select P4C2, P5C3, P6C4 chemistry for PacBio -longreads_min_len: 100 -longreads_max_len: 1000000 -longreads_sd_len: 7000 -longreads_mean_len: 9000 -longreads_mean_acc: 85 -difference_ratio: - "23:31:46" #Rate of substitution:insertion:deletion. - #For PacBio the default values is 6:50:54 - #For Nanopore it is 23:31:46 -##Replicate params -rep_sd: - 0 #Standard deviation for varying the number of reads per genome between replicates, - #if 0 keep the same number of reads per genome for each replicate - #else vary the read number between replicates by sampling from a normal distribution -same_dist_rep: False #If True all replicates have the same read distribution (for log-normal distribution) -seed: 1 #Set this parameter to a fixed number so data from random number generators is reproducible - -#Assembly finder parameters -input_path: path/to/input_table -NCBI_key: your_ncbi_api_key -NCBI_email: your_ncbi_email - -##Parameters for search_assemblies function -#This set of parameters is to search all possible assemblies excluding ones from metagenomes -complete_assemblies: False -reference_assemblies: False -representative_assemblies: False -exclude_from_metagenomes: True -Genbank_assemblies: True -Refseq_assemblies: True - -##Parameters for the filtering function -Rank_to_filter_by: False -#None: Assemblies are ranked by their assembly status (complete or not) -#and Refseq category (reference, representative ...) -#If you want to filter by species, set this parameter to 'species'. The filtering function will list all unique species -#and rank their assemblies according to assembly status and Refseq category. From 4406b058dca0d6e25f6b4404a5c3380a4d0f8969 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 27 Nov 2023 12:39:46 +0100 Subject: [PATCH 063/365] renamed smk to proces reads --- mess/bin/{reads_format.smk => process_reads.smk} | 0 mess/bin/snakefile | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) rename mess/bin/{reads_format.smk => process_reads.smk} (100%) diff --git a/mess/bin/reads_format.smk b/mess/bin/process_reads.smk similarity index 100% rename from mess/bin/reads_format.smk rename to mess/bin/process_reads.smk diff --git a/mess/bin/snakefile b/mess/bin/snakefile index 7606215..9f9106c 100644 --- a/mess/bin/snakefile +++ b/mess/bin/snakefile @@ -12,7 +12,7 @@ else: include: "sim_long_reads.smk" -include: "reads_format.smk" +include: "process_reads.smk" rule all: From 783dbc500784dd04c875b563528197d679dab247 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 27 Nov 2023 15:58:45 +0100 Subject: [PATCH 064/365] append to log --- mess/bin/process_reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index 042464b..c65d12e 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -22,7 +22,7 @@ rule convert_sam_to_bam: f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", shell: """ - bioconvert {input} {output} 2> {log} + bioconvert {input} {output} 2>> {log} """ From 119fe2d783fcc0c5e1062a18cba99a1c94691047 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 28 Nov 2023 08:55:22 +0100 Subject: [PATCH 065/365] remove fasta in read header --- mess/bin/sim_short_reads.smk | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index 50de42f..bbdacc9 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -37,7 +37,6 @@ rule art_illumina: art_illumina -ss {params.seq_system} \\ -i {input.fasta} -rs {params.seed} \\ -l {params.read_len} -f {params.cov} \\ - -na {params.args} -o {params.prefix} \\ - -d {wildcards.fasta} &> {log} + -na {params.args} -o {params.prefix} &> {log} touch {output.sam} """ From 316c1de3a8153449401893d505302d4a71495b61 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 28 Nov 2023 08:58:32 +0100 Subject: [PATCH 066/365] added bam index in list_reads --- mess/bin/functions.smk | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index e770e6b..8c12836 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -45,7 +45,10 @@ def list_reads(): if config["bam"]: bams = expand( - "{outdir}/bam/{sample}.bam", outdir=outdir, sample=renamed_samples + "{outdir}/bam/{sample}.{ext}", + outdir=outdir, + sample=renamed_samples, + ext=["bam", "bam.bai"], ) reads.append(bams) return reads From 2240cd5bc61c640304bbaad0db71ffe4814520b8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 28 Nov 2023 08:58:46 +0100 Subject: [PATCH 067/365] added bam sort and index --- mess/bin/process_reads.smk | 28 +++++++++++++++++++++++++++- 1 file changed, 27 insertions(+), 1 deletion(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index c65d12e..1fc0c01 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -29,12 +29,38 @@ rule convert_sam_to_bam: rule concat_bam: input: lambda wildcards: list_concat(wildcards, "bam"), + output: + temp(f"{outdir}/bam/{{sample}}.unsorted"), + threads: 3 + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", + shell: + """ + samtools merge -@ {threads} -o {output} {input} 2>> {log} + """ + + +rule sort_bam: + input: + f"{outdir}/bam/{{sample}}.unsorted", output: f"{outdir}/bam/{{sample}}.bam", threads: 3 shell: """ - samtools merge -@ {threads} -o {output} {input} + samtools sort -@ {threads} {input} > {output} + """ + + +rule index_bam: + input: + f"{outdir}/bam/{{sample}}.bam", + output: + f"{outdir}/bam/{{sample}}.bam.bai", + threads: 3 + shell: + """ + samtools index -@ {threads} {input} """ From 77f7f4cede00af5e4b8bb742c7c04900923a10f5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 28 Nov 2023 15:15:50 +0100 Subject: [PATCH 068/365] added contig count in table --- mess/bin/calculate_cov.py | 1 + 1 file changed, 1 insertion(+) diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py index 1b99bc4..96a93f7 100644 --- a/mess/bin/calculate_cov.py +++ b/mess/bin/calculate_cov.py @@ -108,6 +108,7 @@ def get_even_dist(df, cols): "samplename", "fasta", "genome_size", + "contig_count", "bases", "reads", "proportion", From 89243156b41c8346226a5c704a77f140a4c15a9d Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 28 Nov 2023 15:22:31 +0100 Subject: [PATCH 069/365] added pbsim3 functions --- mess/bin/functions.smk | 21 ++++++++++++++++++++- 1 file changed, 20 insertions(+), 1 deletion(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index 8c12836..35957a8 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -3,6 +3,7 @@ import pandas as pd import glob from itertools import chain from itertools import product +from Bio import SeqIO def list_files(indir, extensions): @@ -121,7 +122,7 @@ def list_concat(wildcards, ext): ) else: return expand( - "{outdir}/fastq/{{sample}}/{fasta}_0001.fastq", + "{outdir}/fastq/{{sample}}/{fasta}.fq", outdir=outdir, fasta=fastas, ) @@ -131,3 +132,21 @@ def list_concat(wildcards, ext): outdir=outdir, fasta=fastas, ) + + +## PBSIM3 functions +def get_header(fa): + return SeqIO.read(fa, "fasta").id + + +def list_mafs(wildcards, ext): + table = checkpoints.calculate_coverage.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"]) + contigs = [f"{x+1:04}" for x in range(n)] + return expand( + "{outdir}/fastq/{{sample}}/{{fasta}}_{contig}.{ext}", + outdir=outdir, + contig=contigs, + ext=ext, + ) From c68ea8848440763d6b340e8c9511f72f775892cd Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 28 Nov 2023 15:24:49 +0100 Subject: [PATCH 070/365] added sequence header name in PBSIM3 bam --- mess/bin/process_reads.smk | 8 ++++--- mess/bin/sim_long_reads.smk | 44 ++++++++++++++++++++++++++++++++----- 2 files changed, 43 insertions(+), 9 deletions(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index 1fc0c01..4290b06 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -1,6 +1,6 @@ rule convert_maf_to_sam: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.maf", + f"{outdir}/fastq/{{sample}}/{{fasta}}.maf", output: temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam"), log: @@ -33,7 +33,7 @@ rule concat_bam: temp(f"{outdir}/bam/{{sample}}.unsorted"), threads: 3 log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", + f"{outdir}/logs/bam/{{sample}}.log", shell: """ samtools merge -@ {threads} -o {output} {input} 2>> {log} @@ -46,9 +46,11 @@ rule sort_bam: output: f"{outdir}/bam/{{sample}}.bam", threads: 3 + log: + f"{outdir}/logs/bam/{{sample}}.log", shell: """ - samtools sort -@ {threads} {input} > {output} + samtools sort -@ {threads} {input} > {output} 2>> {log} """ diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 97ba494..8b724c9 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -15,9 +15,9 @@ rule pbsim3: fa=f"{outdir}/fasta/{{fasta}}.renamed", df=f"{outdir}/cov.tsv", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.fastq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.maf"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_0001.ref"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.maf"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.ref"), params: model=model, mean_len=config["read_len"], @@ -30,12 +30,44 @@ rule pbsim3: ), prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}", log: - f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}.log", + f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}_{{contig}}.log", shell: """ - pbsim --strategy wgs --method errhmm --seed {params.seed} \\ - --prefix {params.prefix} --id-prefix {wildcards.fasta} \\ + pbsim --strategy wgs --method errhmm \\ + --prefix {params.prefix} --seed {params.seed} \\ --errhmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ --length-mean {params.mean_len} --length-sd {params.len_sd} \\ --depth {params.cov} --genome {input.fa} &> {log} """ + + +rule rename_maf_ref: + input: + maf=f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.maf", + fa=f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.ref", + output: + f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.header", + params: + seqname=lambda wildcards, input: get_header(input.fa), + shell: + """ + sed 's/ref/{params.seqname}/g' {input.maf} > {output} + """ + + +rule concat_maf: + input: + lambda wildcards: list_mafs(wildcards, "header"), + output: + f"{outdir}/fastq/{{sample}}/{{fasta}}.maf", + shell: + "cat {input} > {output}" + + +rule cat_contig_fastq: + input: + lambda wildcards: list_mafs(wildcards, "fastq"), + output: + f"{outdir}/fastq/{{sample}}/{{fasta}}.fq", + shell: + "cat {input} > {output}" From 730665f9de22810c93a1cd150b17776484648beb Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 28 Nov 2023 17:23:32 +0100 Subject: [PATCH 071/365] added temp files --- mess/bin/sim_long_reads.smk | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 8b724c9..03f7594 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -46,7 +46,7 @@ rule rename_maf_ref: maf=f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.maf", fa=f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.ref", output: - f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.header", + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.header"), params: seqname=lambda wildcards, input: get_header(input.fa), shell: @@ -59,7 +59,7 @@ rule concat_maf: input: lambda wildcards: list_mafs(wildcards, "header"), output: - f"{outdir}/fastq/{{sample}}/{{fasta}}.maf", + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.maf"), shell: "cat {input} > {output}" @@ -68,6 +68,6 @@ rule cat_contig_fastq: input: lambda wildcards: list_mafs(wildcards, "fastq"), output: - f"{outdir}/fastq/{{sample}}/{{fasta}}.fq", + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq"), shell: "cat {input} > {output}" From f058a09bc88f8684e893964dcfa95609840dd455 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 29 Nov 2023 14:58:31 +0100 Subject: [PATCH 072/365] added quality score models instead --- mess/bin/sim_long_reads.smk | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 03f7594..71a207c 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -1,13 +1,10 @@ if config["seq_tech"] == "pacbio": - if config["profile"] == "sequel": - model = "ERRHMM-SEQUEL" - else: - model = "ERRHMM-RSII" + model = "QSHMM-RSII" else: if config["profile"] == "q20": - model = "ERRHMM-ONT-HQ" + model = "QSHMM-ONT-HQ" else: - model = "ERRHMM-ONT" + model = "QSHMM-ONT" rule pbsim3: @@ -33,9 +30,9 @@ rule pbsim3: f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}_{{contig}}.log", shell: """ - pbsim --strategy wgs --method errhmm \\ + pbsim --strategy wgs --method qshmm \\ --prefix {params.prefix} --seed {params.seed} \\ - --errhmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ + --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ --length-mean {params.mean_len} --length-sd {params.len_sd} \\ --depth {params.cov} --genome {input.fa} &> {log} """ From 9e28621b5a6d535e7deb5944156f280df4365eb0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 29 Nov 2023 22:28:35 +0100 Subject: [PATCH 073/365] added pacbio ccs --- env.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/env.yml b/env.yml index a710cc0..d133bda 100644 --- a/env.yml +++ b/env.yml @@ -9,4 +9,5 @@ dependencies: - bioconvert >=0.4.3 - krona >=2.8 - pbsim3 >= 3.0.1 + - pbccs >= 6.4.0 - seqkit >= 0.16.0 From 5c3243876e192160d108bbcf6ae60cd386c00deb Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 29 Nov 2023 22:31:50 +0100 Subject: [PATCH 074/365] corrected input condition in convert_sam_to_bam --- mess/bin/process_reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index 4290b06..1b334df 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -14,7 +14,7 @@ rule convert_maf_to_sam: rule convert_sam_to_bam: input: f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam" - if not config["paired"] + if (not config["paired"]) and (config["seq_tech"]=="illumina") else f"{outdir}/fastq/{{sample}}/{{fasta}}.sam", output: temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), From 054778e86cd1c0cdee2408542f26a62690534e81 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 29 Nov 2023 22:32:14 +0100 Subject: [PATCH 075/365] added hifi sim --- mess/bin/sim_long_reads.smk | 50 +++++++++++++++++++++++++++++++++---- 1 file changed, 45 insertions(+), 5 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 71a207c..59a9925 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -1,24 +1,36 @@ +hifi = False if config["seq_tech"] == "pacbio": model = "QSHMM-RSII" + if config["passes"] <= 1: + hifi = False + elif config["passes"] >=2: + hifi = True + else: if config["profile"] == "q20": model = "QSHMM-ONT-HQ" else: model = "QSHMM-ONT" +pbsim_args = f"--length-mean {config['read_len']} --length-sd {config['read_sd']}" +if hifi: + pbsim_args += f" --pass-num {config['passes']}" + +ruleorder: pbsim3 > convert_maf_to_sam rule pbsim3: input: fa=f"{outdir}/fasta/{{fasta}}.renamed", df=f"{outdir}/cov.tsv", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam") + if hifi + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq"), temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.maf"), temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.ref"), params: model=model, - mean_len=config["read_len"], - len_sd=config["read_sd"], + args=pbsim_args, cov=lambda wildcards, input: get_value( input.df, wildcards.sample, wildcards.fasta, "cov_sim" ), @@ -33,10 +45,38 @@ rule pbsim3: pbsim --strategy wgs --method qshmm \\ --prefix {params.prefix} --seed {params.seed} \\ --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ - --length-mean {params.mean_len} --length-sd {params.len_sd} \\ - --depth {params.cov} --genome {input.fa} &> {log} + {params.args} --depth {params.cov} --genome {input.fa} &> {log} """ +if hifi: + rule ccs_sam_to_bam: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam" + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam") + log: + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}_{{contig}}.log", + + shell: + """ + bioconvert {input} {output} 2>> {log} + """ + + rule ccs_bam_to_fastq: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam" + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq") + params: + f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq.gz" + log: + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}_{{contig}}.log", + threads: 3 + shell: + """ + ccs -j {threads} {input} {params} + gunzip {params} + """ rule rename_maf_ref: input: From 6f3b07a03e108dd72ac599f2e007905f8c2193d7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 30 Nov 2023 16:23:50 +0100 Subject: [PATCH 076/365] Improved fastq and bam compression --- mess/bin/process_reads.smk | 77 ++++++++++++++++++-------------------- 1 file changed, 37 insertions(+), 40 deletions(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index 1b334df..72b4990 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -1,48 +1,45 @@ -rule convert_maf_to_sam: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}.maf", - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", - shell: - """ - bioconvert {input} {output} 2>> {log} - """ +if config["seq_tech"] == "illumina": + rule convert_sam_to_bam: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam" + if (not config["paired"]) + else f"{outdir}/fastq/{{sample}}/{{fasta}}.sam", + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", + threads: 3 + shell: + """ + samtools view -@ {threads} -bS {input} | samtools sort -@ {threads} > {output} + """ -rule convert_sam_to_bam: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam" - if (not config["paired"]) and (config["seq_tech"]=="illumina") - else f"{outdir}/fastq/{{sample}}/{{fasta}}.sam", - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", - shell: - """ - bioconvert {input} {output} 2>> {log} - """ + rule compress_fastq: + input: + fastqs=[ + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq"), + ] + if config["paired"] + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), + output: + fastqs=[ + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq.gz"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq.gz"), + ] + if config["paired"] + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), + threads: 3 + shell: + """ + pigz -p {threads} *.fq + """ rule concat_bam: input: lambda wildcards: list_concat(wildcards, "bam"), - output: - temp(f"{outdir}/bam/{{sample}}.unsorted"), - threads: 3 - log: - f"{outdir}/logs/bam/{{sample}}.log", - shell: - """ - samtools merge -@ {threads} -o {output} {input} 2>> {log} - """ - - -rule sort_bam: - input: - f"{outdir}/bam/{{sample}}.unsorted", output: f"{outdir}/bam/{{sample}}.bam", threads: 3 @@ -50,7 +47,7 @@ rule sort_bam: f"{outdir}/logs/bam/{{sample}}.log", shell: """ - samtools sort -@ {threads} {input} > {output} 2>> {log} + samtools merge -@ {threads} -o {output} {input} 2>> {log} """ @@ -76,5 +73,5 @@ rule concat_fastq: threads: 3 shell: """ - cat {input} | pigz -p {threads} > {output} + cat {input} > {output} """ From 00f4c603c6db4132e084002139c7b86e50185b24 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 30 Nov 2023 16:24:17 +0100 Subject: [PATCH 077/365] removed space --- mess/bin/sim_short_reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index bbdacc9..7e9cebf 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -38,5 +38,5 @@ rule art_illumina: -i {input.fasta} -rs {params.seed} \\ -l {params.read_len} -f {params.cov} \\ -na {params.args} -o {params.prefix} &> {log} - touch {output.sam} + touch {output.sam} """ From e2c120a9e7fcdb6ed7e57cc10748f62c321e33dc Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 30 Nov 2023 16:25:07 +0100 Subject: [PATCH 078/365] added parallel multiple pass PacBio reads --- mess/bin/functions.smk | 65 +++++++++++++--- mess/bin/sim_long_reads.smk | 149 +++++++++++++++++++++++++----------- 2 files changed, 158 insertions(+), 56 deletions(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index 35957a8..c8a6f14 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -116,13 +116,13 @@ def list_concat(wildcards, ext): if ext == "fastq": if config["seq_tech"] == "illumina": return expand( - "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq", + "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq.gz", outdir=outdir, fasta=fastas, ) else: return expand( - "{outdir}/fastq/{{sample}}/{fasta}.fq", + "{outdir}/fastq/{{sample}}/{fasta}.fq.gz", outdir=outdir, fasta=fastas, ) @@ -135,18 +135,63 @@ def list_concat(wildcards, ext): ## PBSIM3 functions + + def get_header(fa): - return SeqIO.read(fa, "fasta").id + seqid = SeqIO.read(fa, "fasta").id + return seqid.replace(">", "") + + +# Distribute amount of passes on +if config["passes"] <= 1: + passes_per_repeat = {1: 1} +else: + min_passes = 2 + total_passes = config["passes"] + repeats = list(range(1, total_passes // min_passes + 1)) + passes_per_repeat = {} + count = total_passes + for i in repeats: + count = count - min_passes + passes_per_repeat[i] = min_passes + if (count <= min_passes) and (count > 0): + passes_per_repeat[i] = count + else: + passes_per_repeat[i] = min_passes -def list_mafs(wildcards, ext): + +def pbsim3_expand(wildcards, ext, file_type): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"]) contigs = [f"{x+1:04}" for x in range(n)] - return expand( - "{outdir}/fastq/{{sample}}/{{fasta}}_{contig}.{ext}", - outdir=outdir, - contig=contigs, - ext=ext, - ) + if "fq" in ext: + d = "fastq" + elif "bam" in ext: + d = "bam" + if file_type == "passes": + return expand( + "{outdir}/{d}/{{sample}}/{{fasta}}-{passnum}_{{contig}}.{ext}", + outdir=outdir, + passnum=list(passes_per_repeat.keys()), + ext=ext, + d=d, + ) + elif file_type == "contigs": + return expand( + "{outdir}/{d}/{{sample}}/{{fasta}}_{contig}.{ext}", + outdir=outdir, + contig=contigs, + ext=ext, + d=d, + ) + elif file_type == "both": + return expand( + "{outdir}/{d}/{{sample}}/{{fasta}}-{passnum}_{contig}.{ext}", + outdir=outdir, + passnum=list(passes_per_repeat.keys()), + contig=contigs, + ext=ext, + d=d, + ) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 59a9925..71a2e12 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -1,89 +1,109 @@ hifi = False +if config["passes"] > 1: + hifi = True if config["seq_tech"] == "pacbio": model = "QSHMM-RSII" - if config["passes"] <= 1: - hifi = False - elif config["passes"] >=2: - hifi = True - + else: - if config["profile"] == "q20": + if config["profile"] == "R10.4": model = "QSHMM-ONT-HQ" - else: - model = "QSHMM-ONT" -pbsim_args = f"--length-mean {config['read_len']} --length-sd {config['read_sd']}" -if hifi: - pbsim_args += f" --pass-num {config['passes']}" -ruleorder: pbsim3 > convert_maf_to_sam +wildcard_constraints: + contig="[0-9]+", + sample="[^/]+", + fasta="[^/-]+", + passnum="[0-9]+", + + +rule copy_fasta_per_passes: + input: + f"{outdir}/fasta/{{fasta}}.renamed", + output: + temp(f"{outdir}/fasta/{{fasta}}-{{passnum}}.fa"), + shell: + "cp {input} {output}" + rule pbsim3: input: - fa=f"{outdir}/fasta/{{fasta}}.renamed", + fa=f"{outdir}/fasta/{{fasta}}-{{passnum}}.fa", df=f"{outdir}/cov.tsv", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam") - if hifi - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.maf"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.ref"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.sam") + if hifi + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.fastq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.ref"), params: model=model, - args=pbsim_args, + mean_len=config["read_len"], + len_sd=config["read_sd"], + pass_num=config["passes"], cov=lambda wildcards, input: get_value( input.df, wildcards.sample, wildcards.fasta, "cov_sim" ), seed=lambda wildcards, input: get_value( input.df, wildcards.sample, wildcards.fasta, "seed" ), - prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}", + prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}", log: - f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}_{{contig}}.log", + f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.log", shell: """ pbsim --strategy wgs --method qshmm \\ --prefix {params.prefix} --seed {params.seed} \\ --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ - {params.args} --depth {params.cov} --genome {input.fa} &> {log} + --length-mean {params.mean_len} --length-sd {params.len_sd} \\ + --pass-num {params.pass_num} \\ + --depth {params.cov} --genome {input.fa} &> {log} """ + + if hifi: + + rule cat_ccs_sam: + input: + lambda wildcards: pbsim3_expand(wildcards, "sam", "both"), + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam"), + shell: + "cat {input} {output}" + rule ccs_sam_to_bam: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam" + f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam") + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam"), log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}_{{contig}}.log", - + f"{outdir}/logs/bam/{{sample}}/{{fasta}}_{{contig}}.log", + threads: 6 shell: """ - bioconvert {input} {output} 2>> {log} + samtools view -@ {threads} -bS {input} \ + | samtools sort -@ {threads} > {output} 2>> {log} """ rule ccs_bam_to_fastq: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam" + f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq") - params: - f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fastq.gz" + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fq.gz"), log: f"{outdir}/logs/ccs/{{sample}}/{{fasta}}_{{contig}}.log", - - threads: 3 + threads: 6 shell: """ - ccs -j {threads} {input} {params} - gunzip {params} + ccs -j {threads} {input} {output} &> {log} """ -rule rename_maf_ref: + +rule add_reference_name: input: - maf=f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.maf", - fa=f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.ref", + maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf", + fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.ref", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.header"), + temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf"), params: seqname=lambda wildcards, input: get_header(input.fa), shell: @@ -92,19 +112,56 @@ rule rename_maf_ref: """ -rule concat_maf: +rule convert_maf_to_bam: input: - lambda wildcards: list_mafs(wildcards, "header"), + f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.maf"), + sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.sam"), + bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.log", + threads: 3 shell: - "cat {input} > {output}" + """ + bioconvert {input} {output.sam} 2>> {log} + samtools view -@ {threads} -bS {output.sam} \\ + | samtools sort -@ threads > {output.bam} 2>> {log} + """ + + +rule cat_pbsim_bam: + input: + lambda wildcards: pbsim3_expand(wildcards, "bam", "both"), + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", + threads: 3 + shell: + "samtools merge -@ {threads} -o {output} {input} 2>> {log}" + + +if not hifi: + + rule compress_single_pass_fastq: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}-1_{{contig}}.fastq", + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fq.gz"), + params: + f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fq", + threads: 3 + shell: + """ + mv {input} {params} + pigz -p {threads} {params} + """ -rule cat_contig_fastq: +rule cat_contigs_fastq: input: - lambda wildcards: list_mafs(wildcards, "fastq"), + lambda wildcards: pbsim3_expand(wildcards, "fq.gz", "contigs"), output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq.gz"), shell: "cat {input} > {output}" From a1f0b3e98c96b7873c6ea72dc75ec847d8473cc5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 30 Nov 2023 17:18:41 +0100 Subject: [PATCH 079/365] correct pass number split --- mess/bin/functions.smk | 18 ++++++++---------- 1 file changed, 8 insertions(+), 10 deletions(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index c8a6f14..e8918d0 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -142,7 +142,11 @@ def get_header(fa): return seqid.replace(">", "") -# Distribute amount of passes on +# Distribute amount of minimum passes until reaching total passes +def split_in_parts(c, n): + r = c % n + return [c // n] * (n - r) + [c // n + 1] * r + if config["passes"] <= 1: passes_per_repeat = {1: 1} @@ -150,15 +154,8 @@ else: min_passes = 2 total_passes = config["passes"] repeats = list(range(1, total_passes // min_passes + 1)) - passes_per_repeat = {} - count = total_passes - for i in repeats: - count = count - min_passes - passes_per_repeat[i] = min_passes - if (count <= min_passes) and (count > 0): - passes_per_repeat[i] = count - else: - passes_per_repeat[i] = min_passes + passes = split_in_parts(total_passes, len(repeats)) + passes_per_repeat = dict(zip(repeats, passes)) def pbsim3_expand(wildcards, ext, file_type): @@ -166,6 +163,7 @@ def pbsim3_expand(wildcards, ext, file_type): df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"]) contigs = [f"{x+1:04}" for x in range(n)] + d = "fastq" if "fq" in ext: d = "fastq" elif "bam" in ext: From dc016de7e6332d8cf7265e7e5c509dd1d3499752 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 30 Nov 2023 17:22:23 +0100 Subject: [PATCH 080/365] fix cat ccs to outfile --- mess/bin/sim_long_reads.smk | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 71a2e12..fa83afb 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -68,7 +68,7 @@ if hifi: output: temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam"), shell: - "cat {input} {output}" + "cat {input} > {output}" rule ccs_sam_to_bam: input: @@ -124,7 +124,7 @@ rule convert_maf_to_bam: shell: """ bioconvert {input} {output.sam} 2>> {log} - samtools view -@ {threads} -bS {output.sam} \\ + samtools view -@ {threads} -bS {output.sam} \ | samtools sort -@ threads > {output.bam} 2>> {log} """ From 198c9bce42f73f334d2f016a1165bfa4f6475d2e Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Dec 2023 10:48:26 +0100 Subject: [PATCH 081/365] added passnum in read_cov table --- mess/bin/calculate_cov.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py index 96a93f7..b9686f5 100644 --- a/mess/bin/calculate_cov.py +++ b/mess/bin/calculate_cov.py @@ -113,8 +113,9 @@ def get_even_dist(df, cols): "reads", "proportion", "cov_sim", + "passnum", "seed", ] -df = df.astype({"bases": int, "reads": int, "seed": int}) +df = df.astype({"bases": int, "reads": int, "seed": int, "passnum": int}) df[cols].to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From e2a08a876bf053534b9c13d4bea068b2e6e6d726 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Dec 2023 10:49:17 +0100 Subject: [PATCH 082/365] adapt functions to multi-pass pacbio seq --- mess/bin/functions.smk | 44 ++++++++++++++++++++++++------------------ 1 file changed, 25 insertions(+), 19 deletions(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index e8918d0..d6e772e 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -24,9 +24,18 @@ def get_fasta_dir(): return fasta_dir -def get_value(table, sample, fasta, value): - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - return df.loc[sample].loc[fasta][value] +def get_value(table, wildcards, value): + if config["seq_tech"] == "illumina": + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + val = df.loc[wildcards.sample].loc[wildcards.fasta][value] + else: + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta", "passnum"]) + val = ( + df.loc[wildcards.sample] + .loc[wildcards.fasta] + .loc[int(wildcards.passnum)][value] + ) + return val def list_reads(): @@ -149,32 +158,29 @@ def split_in_parts(c, n): if config["passes"] <= 1: - passes_per_repeat = {1: 1} + pass_dict = {1: 1} else: min_passes = 2 total_passes = config["passes"] - repeats = list(range(1, total_passes // min_passes + 1)) - passes = split_in_parts(total_passes, len(repeats)) - passes_per_repeat = dict(zip(repeats, passes)) + pass_idx = list(range(1, total_passes // min_passes + 1)) + pass_num = split_in_parts(total_passes, len(pass_idx)) + pass_dict = dict(zip(pass_idx, pass_num)) + +# TODO: create unique seeds for each passnum genome and sample combination -def pbsim3_expand(wildcards, ext, file_type): +def pbsim3_expand(wildcards, subdir, ext, file_type): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"]) + n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"].iloc[0]) contigs = [f"{x+1:04}" for x in range(n)] - d = "fastq" - if "fq" in ext: - d = "fastq" - elif "bam" in ext: - d = "bam" if file_type == "passes": return expand( "{outdir}/{d}/{{sample}}/{{fasta}}-{passnum}_{{contig}}.{ext}", outdir=outdir, - passnum=list(passes_per_repeat.keys()), + passnum=list(pass_dict.keys()), ext=ext, - d=d, + d=subdir, ) elif file_type == "contigs": return expand( @@ -182,14 +188,14 @@ def pbsim3_expand(wildcards, ext, file_type): outdir=outdir, contig=contigs, ext=ext, - d=d, + d=subdir, ) elif file_type == "both": return expand( "{outdir}/{d}/{{sample}}/{{fasta}}-{passnum}_{contig}.{ext}", outdir=outdir, - passnum=list(passes_per_repeat.keys()), + passnum=list(pass_dict.keys()), contig=contigs, ext=ext, - d=d, + d=subdir, ) From d8ab24a95d8650a455aa9d0061faa907f174077c Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Dec 2023 10:49:49 +0100 Subject: [PATCH 083/365] add passnum replicates --- mess/bin/get_rep_table.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/mess/bin/get_rep_table.py b/mess/bin/get_rep_table.py index 39a736d..a63add1 100644 --- a/mess/bin/get_rep_table.py +++ b/mess/bin/get_rep_table.py @@ -37,6 +37,7 @@ def list_files(indir, extensions): # Duplicate each sample by the number of replicates replicates = list(range(1, snakemake.params.rep + 1)) rep_df = dfs.reindex(dfs.index.repeat(len(replicates))) + # add replicate column rep_df["rep"] = replicates * len(dfs) rep_df["samplename"] = [ @@ -51,5 +52,8 @@ def list_files(indir, extensions): ] except KeyError: continue - -rep_df.to_csv(snakemake.output[0], sep="\t", index=None) +rep_df.reset_index(inplace=True, drop=True) +passes = snakemake.params.passes +pass_df = rep_df.reindex(rep_df.index.repeat(len(passes))) +pass_df["passnum"] = passes * len(rep_df) +pass_df.to_csv(snakemake.output[0], sep="\t", index=None) From 8c462b25e36031691d94c520543d73ad8066891b Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Dec 2023 10:50:06 +0100 Subject: [PATCH 084/365] added passnum --- mess/bin/prepare_tables.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index ffb46d1..d87a5da 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -13,6 +13,7 @@ rule get_samples_and_replicates: temp(f"{outdir}/samples.tsv"), params: rep=config["replicates"], + passes=pass_idx, rep_sd=config["rep_sd"], seed=config["seed"], script: From f0836531df8f8fed2b1bc21418b494bf32388a8c Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Dec 2023 10:50:34 +0100 Subject: [PATCH 085/365] updated get_value() --- mess/bin/sim_short_reads.smk | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/mess/bin/sim_short_reads.smk b/mess/bin/sim_short_reads.smk index 7e9cebf..fa1d660 100644 --- a/mess/bin/sim_short_reads.smk +++ b/mess/bin/sim_short_reads.smk @@ -21,12 +21,8 @@ rule art_illumina: args=art_args, seq_system=config["profile"], read_len=config["read_len"], - cov=lambda wildcards, input: get_value( - input.df, wildcards.sample, wildcards.fasta, "cov_sim" - ), - seed=lambda wildcards, input: get_value( - input.df, wildcards.sample, wildcards.fasta, "seed" - ), + cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), + seed=lambda wildcards, input: get_value(input.df, wildcards, "seed"), prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}" if config["paired"] else f"{outdir}/fastq/{{sample}}/{{fasta}}1", From fea6c532bbf312be3c6cdb77bdcc2889ecaf562a Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 11 Dec 2023 11:59:52 +0100 Subject: [PATCH 086/365] changed passnum to chunk --- mess/bin/calculate_cov.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py index b9686f5..6dabf84 100644 --- a/mess/bin/calculate_cov.py +++ b/mess/bin/calculate_cov.py @@ -104,6 +104,7 @@ def get_even_dist(df, cols): df["fasta"] = [os.path.basename(fa).split(".fna.gz")[0] for fa in df["path"]] df["seed"] = random.sample(range(1, 1000000), len(df)) + cols = [ "samplename", "fasta", @@ -113,9 +114,9 @@ def get_even_dist(df, cols): "reads", "proportion", "cov_sim", - "passnum", + "chunk", "seed", ] -df = df.astype({"bases": int, "reads": int, "seed": int, "passnum": int}) +df = df.astype({"bases": int, "reads": int, "seed": int, "chunk": int}) df[cols].to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From 07a61ca1bf76298d25c012ac07209fa42562d362 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 11 Dec 2023 12:00:56 +0100 Subject: [PATCH 087/365] changed passnum to chunk --- mess/bin/functions.smk | 34 ++++++++++++++-------------------- 1 file changed, 14 insertions(+), 20 deletions(-) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index d6e772e..4bc1ec5 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -29,11 +29,11 @@ def get_value(table, wildcards, value): df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) val = df.loc[wildcards.sample].loc[wildcards.fasta][value] else: - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta", "passnum"]) + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta", "chunk"]) val = ( df.loc[wildcards.sample] .loc[wildcards.fasta] - .loc[int(wildcards.passnum)][value] + .loc[int(wildcards.chunk)][value] ) return val @@ -121,7 +121,7 @@ if config["bam"] == False: def list_concat(wildcards, ext): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - fastas = list(df.loc[wildcards.sample].index) + fastas = list(set(df.loc[wildcards.sample].index)) if ext == "fastq": if config["seq_tech"] == "illumina": return expand( @@ -151,34 +151,28 @@ def get_header(fa): return seqid.replace(">", "") -# Distribute amount of minimum passes until reaching total passes +# Distribute amount of minimum coverage until reaching total coverage def split_in_parts(c, n): r = c % n return [c // n] * (n - r) + [c // n + 1] * r -if config["passes"] <= 1: - pass_dict = {1: 1} -else: - min_passes = 2 - total_passes = config["passes"] - pass_idx = list(range(1, total_passes // min_passes + 1)) - pass_num = split_in_parts(total_passes, len(pass_idx)) - pass_dict = dict(zip(pass_idx, pass_num)) - -# TODO: create unique seeds for each passnum genome and sample combination +chunk_idx = list(range(1, config["chunks"] + 1)) def pbsim3_expand(wildcards, subdir, ext, file_type): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"].iloc[0]) + try: + n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"].iloc[0]) + except AttributeError: + n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"]) contigs = [f"{x+1:04}" for x in range(n)] - if file_type == "passes": + if file_type == "chunks": return expand( - "{outdir}/{d}/{{sample}}/{{fasta}}-{passnum}_{{contig}}.{ext}", + "{outdir}/{d}/{{sample}}/{{fasta}}-{chunk}_{{contig}}.{ext}", outdir=outdir, - passnum=list(pass_dict.keys()), + chunk=chunk_idx, ext=ext, d=subdir, ) @@ -192,9 +186,9 @@ def pbsim3_expand(wildcards, subdir, ext, file_type): ) elif file_type == "both": return expand( - "{outdir}/{d}/{{sample}}/{{fasta}}-{passnum}_{contig}.{ext}", + "{outdir}/{d}/{{sample}}/{{fasta}}-{chunk}_{contig}.{ext}", outdir=outdir, - passnum=list(pass_dict.keys()), + chunk=chunk_idx, contig=contigs, ext=ext, d=subdir, From 0f008f8c39064a9a70044423973252517b7f1421 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 11 Dec 2023 12:01:13 +0100 Subject: [PATCH 088/365] changed passnum to chunks --- mess/bin/get_rep_table.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/mess/bin/get_rep_table.py b/mess/bin/get_rep_table.py index a63add1..d91cd56 100644 --- a/mess/bin/get_rep_table.py +++ b/mess/bin/get_rep_table.py @@ -1,6 +1,5 @@ #!/usr/bin/env python3 -import random import pandas as pd import os import numpy as np @@ -53,7 +52,7 @@ def list_files(indir, extensions): except KeyError: continue rep_df.reset_index(inplace=True, drop=True) -passes = snakemake.params.passes -pass_df = rep_df.reindex(rep_df.index.repeat(len(passes))) -pass_df["passnum"] = passes * len(rep_df) -pass_df.to_csv(snakemake.output[0], sep="\t", index=None) +chunks = snakemake.params.chunks +chunk_df = rep_df.reindex(rep_df.index.repeat(len(chunks))) +chunk_df["chunk"] = chunks * len(rep_df) +chunk_df.to_csv(snakemake.output[0], sep="\t", index=None) From a404c1327e584044387daa820743fd169842f11f Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 11 Dec 2023 12:01:31 +0100 Subject: [PATCH 089/365] changed passnum to chunks --- mess/bin/prepare_tables.smk | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index d87a5da..59f0574 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -13,7 +13,7 @@ rule get_samples_and_replicates: temp(f"{outdir}/samples.tsv"), params: rep=config["replicates"], - passes=pass_idx, + chunks=chunk_idx, rep_sd=config["rep_sd"], seed=config["seed"], script: @@ -35,6 +35,7 @@ checkpoint calculate_coverage: pairing=config["paired"], rep_sd=config["rep_sd"], seed=config["seed"], + chunks=chunk_idx, log: f"{outdir}/logs/tables/cov.tsv", script: From 167854beeafef5a85857074ed74d69feffaf9e43 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 11 Dec 2023 12:02:01 +0100 Subject: [PATCH 090/365] removed threads in concat_fastq --- mess/bin/process_reads.smk | 1 - 1 file changed, 1 deletion(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index 72b4990..de7e839 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -70,7 +70,6 @@ rule concat_fastq: f"{outdir}/fastq/{{sample}}_R{{p}}.fq.gz" if config["seq_tech"] == "illumina" else f"{outdir}/fastq/{{sample}}.fq.gz", - threads: 3 shell: """ cat {input} > {output} From 14225b894920111451380fe7435e19761b9d8017 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 11 Dec 2023 12:04:15 +0100 Subject: [PATCH 091/365] improved parallelization with chunks --- mess/bin/sim_long_reads.smk | 197 +++++++++++++++++++----------------- 1 file changed, 104 insertions(+), 93 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index fa83afb..91e225f 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -1,156 +1,167 @@ -hifi = False +multipass = False if config["passes"] > 1: - hifi = True + multipass = True if config["seq_tech"] == "pacbio": model = "QSHMM-RSII" - -else: + ratio = "6:55:39" + if config["profile"] == "sequel": + ratio = "22:45:33" +elif config["seq_tech"] == "ONT": + ratio = "39:24:36" if config["profile"] == "R10.4": model = "QSHMM-ONT-HQ" + elif config["profile"] == "R10.3": + model = "QSHMM-ONT" wildcard_constraints: contig="[0-9]+", sample="[^/]+", fasta="[^/-]+", - passnum="[0-9]+", + chunk="[0-9]+", -rule copy_fasta_per_passes: +rule chunk_fasta: input: f"{outdir}/fasta/{{fasta}}.renamed", output: - temp(f"{outdir}/fasta/{{fasta}}-{{passnum}}.fa"), + temp(f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa"), shell: "cp {input} {output}" rule pbsim3: input: - fa=f"{outdir}/fasta/{{fasta}}-{{passnum}}.fa", + fa=f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa", df=f"{outdir}/cov.tsv", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.sam") - if hifi - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.fastq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.ref"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam") + if multipass + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref"), params: model=model, - mean_len=config["read_len"], - len_sd=config["read_sd"], - pass_num=config["passes"], - cov=lambda wildcards, input: get_value( - input.df, wildcards.sample, wildcards.fasta, "cov_sim" - ), - seed=lambda wildcards, input: get_value( - input.df, wildcards.sample, wildcards.fasta, "seed" - ), - prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}", + ratio=ratio, + meanlen=config["read_len"], + lensd=config["read_sd"], + minlen=config["min_len"], + maxlen=config["max_len"], + passes=config["passes"], + accuracy=config["accuracy"], + cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), + seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), + prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}", log: - f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.log", + f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", shell: """ pbsim --strategy wgs --method qshmm \\ - --prefix {params.prefix} --seed {params.seed} \\ + --difference-ratio {params.ratio} \\ + --length-min {params.minlen} \\ + --length-max {params.maxlen} \\ + --length-mean {params.meanlen} \\ + --length-sd {params.lensd} \\ + --prefix {params.prefix} \\ + --seed {params.seed} \\ --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ - --length-mean {params.mean_len} --length-sd {params.len_sd} \\ - --pass-num {params.pass_num} \\ + --pass-num {params.passes} \\ + --accuracy-mean {params.accuracy} \\ --depth {params.cov} --genome {input.fa} &> {log} """ -if hifi: +tmpdir = os.path.join(outdir, "tmp") - rule cat_ccs_sam: - input: - lambda wildcards: pbsim3_expand(wildcards, "sam", "both"), - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam"), - shell: - "cat {input} > {output}" +if multipass: rule ccs_sam_to_bam: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.sam", + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam"), + temp(f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam"), log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}_{{contig}}.log", - threads: 6 + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam.log", shell: - """ - samtools view -@ {threads} -bS {input} \ - | samtools sort -@ {threads} > {output} 2>> {log} - """ + "samtools view -bS {input} | samtools sort > {output} 2> {log}" rule ccs_bam_to_fastq: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.bam", + f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fq.gz"), + fq=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), + json=temp( + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.zmw_metrics.json.gz" + ), log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}_{{contig}}.log", - threads: 6 + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + params: + passes=config["passes"], + accuracy=config["accuracy"], + resources: + tmpdir=tmpdir, + threads: 2 shell: """ - ccs -j {threads} {input} {output} &> {log} + MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ + ccs -j {threads} --min-passes {params.passes} \\ + --min-rq {params.accuracy} {input} {output.fq} --report-file {log} """ -rule add_reference_name: - input: - maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf", - fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.ref", - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf"), - params: - seqname=lambda wildcards, input: get_header(input.fa), - shell: - """ - sed 's/ref/{params.seqname}/g' {input.maf} > {output} - """ - +if config["bam"]: -rule convert_maf_to_bam: - input: - f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.maf", - output: - sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.sam"), - bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{passnum}}_{{contig}}.log", - threads: 3 - shell: - """ - bioconvert {input} {output.sam} 2>> {log} - samtools view -@ {threads} -bS {output.sam} \ - | samtools sort -@ threads > {output.bam} 2>> {log} - """ + rule add_reference_name: + input: + maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", + fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref", + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), + params: + seqname=lambda wildcards, input: get_header(input.fa), + shell: + """ + sed 's/ref/{params.seqname}/g' {input.maf} > {output} + """ + rule convert_maf_to_bam: + input: + f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", + output: + sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam"), + bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + threads: 2 + shell: + """ + bioconvert {input} {output.sam} 2>> {log} + samtools view -@ {threads} -bS {output.sam} | \\ + samtools sort -@ threads > {output.bam} 2>> {log} + """ -rule cat_pbsim_bam: - input: - lambda wildcards: pbsim3_expand(wildcards, "bam", "both"), - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", - threads: 3 - shell: - "samtools merge -@ {threads} -o {output} {input} 2>> {log}" + rule merge_alignments_bam: + input: + lambda wildcards: pbsim3_expand(wildcards, "bam", "bam", "both"), + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", + threads: 2 + shell: + "samtools merge -@ {threads} -o {output} {input} &>> {log}" -if not hifi: +if not multipass: rule compress_single_pass_fastq: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}-1_{{contig}}.fastq", + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq", output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fq.gz"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), params: - f"{outdir}/fastq/{{sample}}/{{fasta}}_{{contig}}.fq", - threads: 3 + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq", + threads: 2 shell: """ mv {input} {params} @@ -158,9 +169,9 @@ if not hifi: """ -rule cat_contigs_fastq: +rule cat_fastq_per_sample: input: - lambda wildcards: pbsim3_expand(wildcards, "fq.gz", "contigs"), + lambda wildcards: pbsim3_expand(wildcards, "fastq", "fq.gz", "both"), output: temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq.gz"), shell: From 4d70adb6ee223e7e9c3db36998792e7e0a90fe42 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 12 Dec 2023 09:45:09 +0100 Subject: [PATCH 092/365] removed threads in ccs --- mess/bin/sim_long_reads.smk | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 91e225f..4a243db 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -100,11 +100,10 @@ if multipass: accuracy=config["accuracy"], resources: tmpdir=tmpdir, - threads: 2 shell: """ MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ - ccs -j {threads} --min-passes {params.passes} \\ + ccs --min-passes {params.passes} \\ --min-rq {params.accuracy} {input} {output.fq} --report-file {log} """ From 66310a532f0a3707ab6cf7049b3d5daea7fcf980 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 09:59:31 +0100 Subject: [PATCH 093/365] changed chunk as string --- mess/bin/calculate_cov.py | 6 ++++-- mess/bin/functions.smk | 19 +++++++------------ 2 files changed, 11 insertions(+), 14 deletions(-) diff --git a/mess/bin/calculate_cov.py b/mess/bin/calculate_cov.py index 6dabf84..08dc579 100644 --- a/mess/bin/calculate_cov.py +++ b/mess/bin/calculate_cov.py @@ -51,7 +51,9 @@ def get_even_dist(df, cols): # Get table with assembly genomsizes and their taxonomy -entry_df = pd.read_csv(snakemake.input.entry, sep="\t", dtype={"entry": object}) +entry_df = pd.read_csv( + snakemake.input.entry, sep="\t", dtype={"entry": object, "chunk": object} +) asm_df = pd.read_csv(snakemake.input.asm, sep="\t", dtype={"entry": object}) df = entry_df.merge(asm_df, on="entry") @@ -117,6 +119,6 @@ def get_even_dist(df, cols): "chunk", "seed", ] -df = df.astype({"bases": int, "reads": int, "seed": int, "chunk": int}) +df = df.astype({"bases": int, "reads": int, "seed": int}) df[cols].to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index 4bc1ec5..f83fab2 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -29,12 +29,13 @@ def get_value(table, wildcards, value): df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) val = df.loc[wildcards.sample].loc[wildcards.fasta][value] else: - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta", "chunk"]) - val = ( - df.loc[wildcards.sample] - .loc[wildcards.fasta] - .loc[int(wildcards.chunk)][value] + df = pd.read_csv( + table, + sep="\t", + dtype={"chunk": object}, + index_col=["samplename", "fasta", "chunk"], ) + val = df.loc[wildcards.sample].loc[wildcards.fasta].loc[wildcards.chunk][value] return val @@ -151,13 +152,7 @@ def get_header(fa): return seqid.replace(">", "") -# Distribute amount of minimum coverage until reaching total coverage -def split_in_parts(c, n): - r = c % n - return [c // n] * (n - r) + [c // n + 1] * r - - -chunk_idx = list(range(1, config["chunks"] + 1)) +chunk_idx = [f"{x+1:03}" for x in range(config["chunks"])] def pbsim3_expand(wildcards, subdir, ext, file_type): From 873129e06574a0e7751b7bf791ae9979fe431b01 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 09:59:56 +0100 Subject: [PATCH 094/365] added log in sam2bam --- mess/bin/process_reads.smk | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index de7e839..3cfcfd3 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -12,7 +12,8 @@ if config["seq_tech"] == "illumina": threads: 3 shell: """ - samtools view -@ {threads} -bS {input} | samtools sort -@ {threads} > {output} + samtools view -@ {threads} -bS {input} | \ + samtools sort -@ {threads} > {output} 2> {log} """ rule compress_fastq: From e00e37723bf5912dc65ab9e929f3cdbc79a0e995 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 10:00:14 +0100 Subject: [PATCH 095/365] changed seq_tech ONT to nanopore --- mess/bin/sim_long_reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/bin/sim_long_reads.smk b/mess/bin/sim_long_reads.smk index 4a243db..85a91fc 100644 --- a/mess/bin/sim_long_reads.smk +++ b/mess/bin/sim_long_reads.smk @@ -6,7 +6,7 @@ if config["seq_tech"] == "pacbio": ratio = "6:55:39" if config["profile"] == "sequel": ratio = "22:45:33" -elif config["seq_tech"] == "ONT": +elif config["seq_tech"] == "nanopore": ratio = "39:24:36" if config["profile"] == "R10.4": model = "QSHMM-ONT-HQ" From 0d3ff335f5949308c14dd5887bba9a7f477e28fc Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 11:12:39 +0100 Subject: [PATCH 096/365] removed include --- mess/bin/prepare_tables.smk | 3 --- 1 file changed, 3 deletions(-) diff --git a/mess/bin/prepare_tables.smk b/mess/bin/prepare_tables.smk index 59f0574..7d518cc 100644 --- a/mess/bin/prepare_tables.smk +++ b/mess/bin/prepare_tables.smk @@ -1,6 +1,3 @@ -include: "./functions.smk" - - rule samples_table: input: f"{outdir}/cov.tsv", From 25d7143b0fcfcad9d2b2382cd21fd6d6508fd9d1 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 11:52:02 +0100 Subject: [PATCH 097/365] added shuffle seed --- mess/bin/functions.smk | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/mess/bin/functions.smk b/mess/bin/functions.smk index f83fab2..5e17ef7 100644 --- a/mess/bin/functions.smk +++ b/mess/bin/functions.smk @@ -1,6 +1,7 @@ import os import pandas as pd import glob +import random from itertools import chain from itertools import product from Bio import SeqIO @@ -188,3 +189,9 @@ def pbsim3_expand(wildcards, subdir, ext, file_type): ext=ext, d=subdir, ) + + +# shuffle seed dict + +shuf_seeds_list = random.sample(range(1, 100000), len(renamed_samples)) +shuf_seed = dict(zip(renamed_samples, shuf_seeds_list)) From d1d9d2588ba7894f8f1623468cb8b7ccbded85ef Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 11:52:29 +0100 Subject: [PATCH 098/365] added reads shuffle rule --- mess/bin/process_reads.smk | 30 ++++++++++++++++++++++++++++-- 1 file changed, 28 insertions(+), 2 deletions(-) diff --git a/mess/bin/process_reads.smk b/mess/bin/process_reads.smk index 3cfcfd3..8607832 100644 --- a/mess/bin/process_reads.smk +++ b/mess/bin/process_reads.smk @@ -64,14 +64,40 @@ rule index_bam: """ -rule concat_fastq: +rule cat_fastqs: input: lambda wildcards: list_concat(wildcards, "fastq"), + output: + f"{outdir}/unshuffled/{{sample}}_R{{p}}.fq.gz" + if config["seq_tech"] == "illumina" + else f"{outdir}/unshuffled/{{sample}}.fq.gz", + shell: + """ + cat {input} > {output} + """ + + +rule shuffle_fastqs: + input: + f"{outdir}/unshuffled/{{sample}}_R{{p}}.fq.gz" + if config["seq_tech"] == "illumina" + else f"{outdir}/unshuffled/{{sample}}.fq.gz", output: f"{outdir}/fastq/{{sample}}_R{{p}}.fq.gz" if config["seq_tech"] == "illumina" else f"{outdir}/fastq/{{sample}}.fq.gz", + log: + f"{outdir}/logs/seqkit/{{sample}}_R{{p}}.log" + if config["seq_tech"] == "illumina" + else f"{outdir}/logs/seqkit/{{sample}}.log", + params: + lambda wildcards: shuf_seed[wildcards.sample], + threads: 3 shell: """ - cat {input} > {output} + seqkit \\ + shuffle {input} \\ + -j {threads} \\ + -s {params} \\ + -o {output} 2> {log} """ From 86a7a47f4b840da7e25d4a7f6a6dfe2b116979c6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 15:13:16 +0100 Subject: [PATCH 099/365] update gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index e503e22..8b91e83 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,3 @@ .idea/ .snakemake/ +mess/* From 929c0cc8c971443546f145e0cdcb9b4c33f80d35 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 15:39:18 +0100 Subject: [PATCH 100/365] moved to main dir --- mess/MANIFEST.in => MANIFEST.in | 0 mess/README.md => README.md | 0 mess/mess/__init__.py => __init__.py | 0 mess/mess/__main__.py => __main__.py | 0 {mess/mess/config => config}/config.yaml | 0 {mess/mess/config => config}/system_config.yaml | 0 mess/mess/mess.CITATION => mess.CITATION | 0 mess/mess/mess.LICENSE => mess.LICENSE | 0 mess/mess/mess.VERSION => mess.VERSION | 0 mess/setup.py => setup.py | 0 {mess/mess/workflow => workflow}/Snakefile | 0 {mess/mess/workflow => workflow}/envs/example.yaml | 0 {mess/mess/workflow => workflow}/rules/download.smk | 0 {mess/mess/workflow => workflow}/rules/example.smk | 0 {mess/mess/workflow => workflow}/rules/functions.smk | 0 {mess/mess/workflow => workflow}/rules/preflight.smk | 0 {mess/mess/workflow => workflow}/rules/prepare_tables.smk | 0 {mess/mess/workflow => workflow}/rules/process_fasta.smk | 0 {mess/mess/workflow => workflow}/rules/process_reads.smk | 0 {mess/mess/workflow => workflow}/rules/sim_long_reads.smk | 0 {mess/mess/workflow => workflow}/rules/sim_short_reads.smk | 0 {mess/mess/workflow => workflow}/rules/simulate_reads.smk | 0 {mess/mess/workflow => workflow}/scripts/calculate_cov.py | 0 {mess/mess/workflow => workflow}/scripts/example.py | 0 {mess/mess/workflow => workflow}/scripts/get_rep_table.py | 0 {mess/mess/workflow => workflow}/scripts/merge_contigs.py | 0 {mess/mess/workflow => workflow}/snakefile | 0 27 files changed, 0 insertions(+), 0 deletions(-) rename mess/MANIFEST.in => MANIFEST.in (100%) rename mess/README.md => README.md (100%) rename mess/mess/__init__.py => __init__.py (100%) rename mess/mess/__main__.py => __main__.py (100%) rename {mess/mess/config => config}/config.yaml (100%) rename {mess/mess/config => config}/system_config.yaml (100%) rename mess/mess/mess.CITATION => mess.CITATION (100%) rename mess/mess/mess.LICENSE => mess.LICENSE (100%) rename mess/mess/mess.VERSION => mess.VERSION (100%) rename mess/setup.py => setup.py (100%) rename {mess/mess/workflow => workflow}/Snakefile (100%) rename {mess/mess/workflow => workflow}/envs/example.yaml (100%) rename {mess/mess/workflow => workflow}/rules/download.smk (100%) rename {mess/mess/workflow => workflow}/rules/example.smk (100%) rename {mess/mess/workflow => workflow}/rules/functions.smk (100%) rename {mess/mess/workflow => workflow}/rules/preflight.smk (100%) rename {mess/mess/workflow => workflow}/rules/prepare_tables.smk (100%) rename {mess/mess/workflow => workflow}/rules/process_fasta.smk (100%) rename {mess/mess/workflow => workflow}/rules/process_reads.smk (100%) rename {mess/mess/workflow => workflow}/rules/sim_long_reads.smk (100%) rename {mess/mess/workflow => workflow}/rules/sim_short_reads.smk (100%) rename {mess/mess/workflow => workflow}/rules/simulate_reads.smk (100%) rename {mess/mess/workflow => workflow}/scripts/calculate_cov.py (100%) rename {mess/mess/workflow => workflow}/scripts/example.py (100%) rename {mess/mess/workflow => workflow}/scripts/get_rep_table.py (100%) rename {mess/mess/workflow => workflow}/scripts/merge_contigs.py (100%) rename {mess/mess/workflow => workflow}/snakefile (100%) diff --git a/mess/MANIFEST.in b/MANIFEST.in similarity index 100% rename from mess/MANIFEST.in rename to MANIFEST.in diff --git a/mess/README.md b/README.md similarity index 100% rename from mess/README.md rename to README.md diff --git a/mess/mess/__init__.py b/__init__.py similarity index 100% rename from mess/mess/__init__.py rename to __init__.py diff --git a/mess/mess/__main__.py b/__main__.py similarity index 100% rename from mess/mess/__main__.py rename to __main__.py diff --git a/mess/mess/config/config.yaml b/config/config.yaml similarity index 100% rename from mess/mess/config/config.yaml rename to config/config.yaml diff --git a/mess/mess/config/system_config.yaml 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index 100% rename from mess/mess/workflow/snakefile rename to workflow/snakefile From 250d77d63f12983a5ec0b8037b6b67580b18c0bb Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 15:59:18 +0100 Subject: [PATCH 101/365] fixed dir --- .gitignore | 4 ++-- mess.LICENSE => LICENSE | 0 MANIFEST.in => mess/MANIFEST.in | 0 __init__.py => mess/__init__.py | 0 __main__.py => mess/__main__.py | 0 {config => mess/config}/config.yaml | 0 {config => mess/config}/system_config.yaml | 0 mess.CITATION => mess/mess.CITATION | 0 mess.VERSION => mess/mess.VERSION | 0 {workflow => mess/workflow}/Snakefile | 0 {workflow => mess/workflow}/envs/example.yaml | 0 {workflow => mess/workflow}/rules/download.smk | 0 {workflow => mess/workflow}/rules/example.smk | 0 {workflow => mess/workflow}/rules/functions.smk | 0 {workflow => mess/workflow}/rules/preflight.smk | 0 {workflow => mess/workflow}/rules/prepare_tables.smk | 0 {workflow => mess/workflow}/rules/process_fasta.smk | 0 {workflow => mess/workflow}/rules/process_reads.smk | 0 {workflow => mess/workflow}/rules/sim_long_reads.smk | 0 {workflow => mess/workflow}/rules/sim_short_reads.smk | 0 {workflow => mess/workflow}/rules/simulate_reads.smk | 0 {workflow => mess/workflow}/scripts/calculate_cov.py | 0 {workflow => mess/workflow}/scripts/example.py | 0 {workflow => mess/workflow}/scripts/get_rep_table.py | 0 {workflow => mess/workflow}/scripts/merge_contigs.py | 0 {workflow => mess/workflow}/snakefile | 0 26 files changed, 2 insertions(+), 2 deletions(-) rename mess.LICENSE => LICENSE (100%) rename MANIFEST.in => mess/MANIFEST.in (100%) rename __init__.py => mess/__init__.py (100%) rename __main__.py => mess/__main__.py (100%) rename {config => mess/config}/config.yaml (100%) rename {config => mess/config}/system_config.yaml (100%) rename mess.CITATION => mess/mess.CITATION (100%) rename mess.VERSION => mess/mess.VERSION (100%) rename {workflow => mess/workflow}/Snakefile (100%) rename {workflow => mess/workflow}/envs/example.yaml (100%) rename {workflow => mess/workflow}/rules/download.smk (100%) rename {workflow => mess/workflow}/rules/example.smk (100%) rename {workflow => mess/workflow}/rules/functions.smk (100%) rename {workflow => mess/workflow}/rules/preflight.smk (100%) rename {workflow => mess/workflow}/rules/prepare_tables.smk (100%) rename {workflow => mess/workflow}/rules/process_fasta.smk (100%) rename {workflow => mess/workflow}/rules/process_reads.smk (100%) rename {workflow => mess/workflow}/rules/sim_long_reads.smk (100%) rename {workflow => mess/workflow}/rules/sim_short_reads.smk (100%) rename {workflow => mess/workflow}/rules/simulate_reads.smk (100%) rename {workflow => mess/workflow}/scripts/calculate_cov.py (100%) rename {workflow => mess/workflow}/scripts/example.py (100%) rename {workflow => mess/workflow}/scripts/get_rep_table.py (100%) rename {workflow => mess/workflow}/scripts/merge_contigs.py (100%) rename {workflow => mess/workflow}/snakefile (100%) diff --git a/.gitignore b/.gitignore index 6b549d4..2e55698 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,2 @@ -mess/mess.egg-info/ -mess/mess/__pycache__ +mess.egg-info/ +mess/__pycache__ diff --git a/mess.LICENSE b/LICENSE similarity index 100% rename from mess.LICENSE rename to LICENSE diff --git a/MANIFEST.in b/mess/MANIFEST.in similarity index 100% rename from MANIFEST.in rename to mess/MANIFEST.in diff --git a/__init__.py b/mess/__init__.py similarity index 100% rename from __init__.py rename to mess/__init__.py diff --git a/__main__.py b/mess/__main__.py similarity index 100% rename from __main__.py rename to mess/__main__.py diff --git a/config/config.yaml b/mess/config/config.yaml similarity index 100% rename from config/config.yaml rename to mess/config/config.yaml diff --git a/config/system_config.yaml b/mess/config/system_config.yaml similarity index 100% rename from config/system_config.yaml rename to mess/config/system_config.yaml diff --git a/mess.CITATION 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rename from workflow/rules/functions.smk rename to mess/workflow/rules/functions.smk diff --git a/workflow/rules/preflight.smk b/mess/workflow/rules/preflight.smk similarity index 100% rename from workflow/rules/preflight.smk rename to mess/workflow/rules/preflight.smk diff --git a/workflow/rules/prepare_tables.smk b/mess/workflow/rules/prepare_tables.smk similarity index 100% rename from workflow/rules/prepare_tables.smk rename to mess/workflow/rules/prepare_tables.smk diff --git a/workflow/rules/process_fasta.smk b/mess/workflow/rules/process_fasta.smk similarity index 100% rename from workflow/rules/process_fasta.smk rename to mess/workflow/rules/process_fasta.smk diff --git a/workflow/rules/process_reads.smk b/mess/workflow/rules/process_reads.smk similarity index 100% rename from workflow/rules/process_reads.smk rename to mess/workflow/rules/process_reads.smk diff --git a/workflow/rules/sim_long_reads.smk b/mess/workflow/rules/sim_long_reads.smk similarity index 100% rename from workflow/rules/sim_long_reads.smk rename to mess/workflow/rules/sim_long_reads.smk diff --git a/workflow/rules/sim_short_reads.smk b/mess/workflow/rules/sim_short_reads.smk similarity index 100% rename from workflow/rules/sim_short_reads.smk rename to mess/workflow/rules/sim_short_reads.smk diff --git a/workflow/rules/simulate_reads.smk b/mess/workflow/rules/simulate_reads.smk similarity index 100% rename from workflow/rules/simulate_reads.smk rename to mess/workflow/rules/simulate_reads.smk diff --git a/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py similarity index 100% rename from workflow/scripts/calculate_cov.py rename to mess/workflow/scripts/calculate_cov.py diff --git a/workflow/scripts/example.py b/mess/workflow/scripts/example.py similarity index 100% rename from workflow/scripts/example.py rename to mess/workflow/scripts/example.py diff --git a/workflow/scripts/get_rep_table.py b/mess/workflow/scripts/get_rep_table.py similarity index 100% rename from workflow/scripts/get_rep_table.py rename to mess/workflow/scripts/get_rep_table.py diff --git a/workflow/scripts/merge_contigs.py b/mess/workflow/scripts/merge_contigs.py similarity index 100% rename from workflow/scripts/merge_contigs.py rename to mess/workflow/scripts/merge_contigs.py diff --git a/workflow/snakefile b/mess/workflow/snakefile similarity index 100% rename from workflow/snakefile rename to mess/workflow/snakefile From 2639f82dc69f7bd118e4b69f902fecfecce4eb16 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 14 Dec 2023 16:03:21 +0100 Subject: [PATCH 102/365] fixed manifest --- mess/MANIFEST.in => MANIFEST.in | 0 mess/mess.LICENSE | 33 +++++++++++++++++++++++++++++++++ 2 files changed, 33 insertions(+) rename mess/MANIFEST.in => MANIFEST.in (100%) create mode 100644 mess/mess.LICENSE diff --git a/mess/MANIFEST.in b/MANIFEST.in similarity index 100% rename from mess/MANIFEST.in rename to MANIFEST.in diff --git a/mess/mess.LICENSE b/mess/mess.LICENSE new file mode 100644 index 0000000..fc5c7a7 --- /dev/null +++ b/mess/mess.LICENSE @@ -0,0 +1,33 @@ +GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Snakemake pipeline for simulating short and long read metagenomes + Copyright (C) 2023 Farid Chaabane + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + +Also add information on how to contact you by electronic and paper mail. + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. + From 93b391d31d0849e4800606bb4ab075fa3bd78c56 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 10:34:44 +0100 Subject: [PATCH 103/365] improved dir structure --- mess/workflow/rules/preflight/directories.smk | 25 +++++++++++++++++++ .../rules/{ => preflight}/functions.smk | 25 ------------------- .../rules/{ => preflight}/preflight.smk | 0 mess/workflow/rules/preflight/samples.smk | 21 ++++++++++++++++ .../rules/{ => processing}/prepare_tables.smk | 0 .../rules/{ => processing}/process_fasta.smk | 0 .../rules/{ => processing}/process_reads.smk | 0 7 files changed, 46 insertions(+), 25 deletions(-) create mode 100644 mess/workflow/rules/preflight/directories.smk rename mess/workflow/rules/{ => preflight}/functions.smk (88%) rename mess/workflow/rules/{ => preflight}/preflight.smk (100%) create mode 100644 mess/workflow/rules/preflight/samples.smk rename mess/workflow/rules/{ => processing}/prepare_tables.smk (100%) rename mess/workflow/rules/{ => processing}/process_fasta.smk (100%) rename mess/workflow/rules/{ => processing}/process_reads.smk (100%) diff --git a/mess/workflow/rules/preflight/directories.smk b/mess/workflow/rules/preflight/directories.smk new file mode 100644 index 0000000..516b23e --- /dev/null +++ b/mess/workflow/rules/preflight/directories.smk @@ -0,0 +1,25 @@ +""" +Ensure consistent directory names + +A lot inspired from hybracter and hecatomb +""" + +import attrmap as ap + +dir = ap.AttrMap() + +# Workflow dirs +dir.env = os.path.join(workflow.basedir, "envs") +dir.rules = os.path.join(workflow.basedir, "rules") +dir.scripts = os.path.join(workflow.basedir, "scripts") + +# Output location +try: + assert (ap.utils.to_dict(config.args)["output"]) is not None + dir.out.base = config.args.output +except (KeyError, AssertionError): + dir.out.base = "mess_out" + +# logs and benchmarks +dir.out.bench = os.path.join(dir.out.base, "benchmarks") +dir.out.stderr = os.path.join(dir.out.base, "stderr") diff --git a/mess/workflow/rules/functions.smk b/mess/workflow/rules/preflight/functions.smk similarity index 88% rename from mess/workflow/rules/functions.smk rename to mess/workflow/rules/preflight/functions.smk index 5e17ef7..132f78c 100644 --- a/mess/workflow/rules/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -66,31 +66,6 @@ def list_reads(): return reads -outdir = config["outdir"] - -replicates = list(range(1, config["replicates"] + 1)) - -samples = [] -if os.path.isfile(config["input_path"]): - files = config["input_path"] -else: - files = list_files(config["input_path"], "tsv") - -for file in files: - df = pd.read_csv(file, sep="\t") - try: - samples.append(list(set(df["sample"]))) - except KeyError: - samples.append([os.path.basename(file).split(".")[0]]) - -samples = list(chain.from_iterable(samples)) -samples_rep = list(product(samples, replicates)) -renamed_samples = [ - "-".join([os.path.basename(sample[0]).split(".")[0], str(sample[1])]) - for sample in samples_rep -] - - def get_assembly_summary_path(wildcards): try: table = os.path.abspath( diff --git a/mess/workflow/rules/preflight.smk b/mess/workflow/rules/preflight/preflight.smk similarity index 100% rename from mess/workflow/rules/preflight.smk rename to mess/workflow/rules/preflight/preflight.smk diff --git a/mess/workflow/rules/preflight/samples.smk b/mess/workflow/rules/preflight/samples.smk new file mode 100644 index 0000000..ad85094 --- /dev/null +++ b/mess/workflow/rules/preflight/samples.smk @@ -0,0 +1,21 @@ +replicates = list(range(1, config["replicates"] + 1)) + +samples = [] +if os.path.isfile(config["input_path"]): + files = config["input_path"] +else: + files = list_files(config["input_path"], "tsv") + +for file in files: + df = pd.read_csv(file, sep="\t") + try: + samples.append(list(set(df["sample"]))) + except KeyError: + samples.append([os.path.basename(file).split(".")[0]]) + +samples = list(chain.from_iterable(samples)) +samples_rep = list(product(samples, replicates)) +renamed_samples = [ + "-".join([os.path.basename(sample[0]).split(".")[0], str(sample[1])]) + for sample in samples_rep +] diff --git a/mess/workflow/rules/prepare_tables.smk b/mess/workflow/rules/processing/prepare_tables.smk similarity index 100% rename from mess/workflow/rules/prepare_tables.smk rename to mess/workflow/rules/processing/prepare_tables.smk diff --git a/mess/workflow/rules/process_fasta.smk b/mess/workflow/rules/processing/process_fasta.smk similarity index 100% rename from mess/workflow/rules/process_fasta.smk rename to mess/workflow/rules/processing/process_fasta.smk diff --git a/mess/workflow/rules/process_reads.smk b/mess/workflow/rules/processing/process_reads.smk similarity index 100% rename from mess/workflow/rules/process_reads.smk rename to mess/workflow/rules/processing/process_reads.smk From 9f16eed3e02974582aaf5fd794bec59ff87f8a53 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:08:24 +0100 Subject: [PATCH 104/365] added attrmap as dep --- setup.py | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.py b/setup.py index 222e9af..1e0a591 100644 --- a/setup.py +++ b/setup.py @@ -54,6 +54,7 @@ def get_data_files(): install_requires=[ "snaketool-utils>=0.0.4", "snakemake>=7.14.0", + "attrmap>=0.0.5", "pyyaml>=6.0", "Click>=8.1.3", ], From 3b587265d7005248b5291377144a732ad31ade68 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:08:40 +0100 Subject: [PATCH 105/365] added download command --- mess/__main__.py | 30 +++++++++++++++++++++++++++++- 1 file changed, 29 insertions(+), 1 deletion(-) diff --git a/mess/__main__.py b/mess/__main__.py index 941142c..501effe 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -165,7 +165,9 @@ def cli(): help_option_names=["-h", "--help"], ignore_unknown_options=True ), ) -@click.option("--input", "_input", help="Input file/directory", type=str, required=True) +@click.option( + "-i", "--input", "_input", help="Input file/directory", type=str, required=True +) @common_options def run(**kwargs): """Run MeSS""" @@ -181,6 +183,31 @@ def run(**kwargs): ) +@click.command() +@click.option("-i", "--input", help="Input file/directory", type=str, required=True) +@click.option("--ncbi_key", help="NCBI key", type=str, required=False) +@click.option("--ncbi_email", help="NCBI email", type=str, required=False) +@common_options +def download(input, output, log, ncbi_email, ncbi_key, **kwargs): + """download assemblies""" + # Config to add or update in configfile + merge_config = { + "args": { + "input": input, + "output": output, + "log": log, + "ncbi_email": ncbi_email, + "ncbi_key": ncbi_key, + } + } + run_snakemake( + # Full path to Snakefile + snakefile_path=snake_base(os.path.join("workflow", "download.smk")), + merge_config=merge_config, + **kwargs, + ) + + @click.command() @common_options def config(configfile, system_config, **kwargs): @@ -195,6 +222,7 @@ def citation(**kwargs): cli.add_command(run) +cli.add_command(download) cli.add_command(config) cli.add_command(citation) From 0d4b9839f973741220d690e762ac3ea4ac0be407 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:08:51 +0100 Subject: [PATCH 106/365] added default resources --- mess/config/config.yaml | 18 +++++++++++++----- 1 file changed, 13 insertions(+), 5 deletions(-) diff --git a/mess/config/config.yaml b/mess/config/config.yaml index 121f4aa..0632908 100644 --- a/mess/config/config.yaml +++ b/mess/config/config.yaml @@ -1,6 +1,14 @@ # Namespaced config file example -mess: - args: # Command line args will be (over)written here at runtime - input: - output: - # Add customisable config here \ No newline at end of file +resources: + big: + mem: 32000 # Memory for big jobs in megabytes (e.g 64GB = 64000, recommend >= 64000) + cpu: 12 # Threads (recommend >= 16) + time: "23:59:00" # Max runtime (allows to set max time for the scheduler via snakemake profiles) + med: + mem: 16000 # Memory for most jobs in megabytes + cpu: 6 # CPUs for most jobs in megabytes + time: "08:00:00" # Max runtime for medium jobs (relevant for scheduler) + sml: + mem: 4000 + cpu: 1 + time: "00:00:05" # Max runtime for small jobs (used for grouped jobs; relevant for scheduler) From d2a4d4db1bac578873b570d9aa271e334a53ce3f Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:09:03 +0100 Subject: [PATCH 107/365] deleted config --- mess/config/system_config.yaml | 2 -- 1 file changed, 2 deletions(-) delete mode 100644 mess/config/system_config.yaml diff --git a/mess/config/system_config.yaml b/mess/config/system_config.yaml deleted file mode 100644 index 9564149..0000000 --- a/mess/config/system_config.yaml +++ /dev/null @@ -1,2 +0,0 @@ -mess: - # Config you don't want users to change \ No newline at end of file From 09dcc1be62d33bb374b91fb1f00113e830cbd338 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:09:18 +0100 Subject: [PATCH 108/365] added download snakefile --- mess/workflow/download.smk | 39 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 mess/workflow/download.smk diff --git a/mess/workflow/download.smk b/mess/workflow/download.smk new file mode 100644 index 0000000..4daae11 --- /dev/null +++ b/mess/workflow/download.smk @@ -0,0 +1,39 @@ +""" +Snakefile for downloading assemblies +""" +import attrmap as ap + + +# config file +configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") + + +config = ap.AttrMap(config) + +# variables + + +# functions +include: os.path.join("rules", "preflight", "functions.smk") +# directories +include: os.path.join("rules", "preflight", "directories.smk") + + +# variables +INPUT = os.path.abspath(str(config.args.input)) +NCBI_EMAIL = config.args.ncbi_email +NCBI_KEY = config.args.ncbi_key + + +# read sample +include: os.path.join("rules", "preflight", "read_samples.smk") +# targets +include: os.path.join("rules", "preflight", "target_downloads.smk") +# assembly_finder +include: os.path.join("rules", "download", "assembly_finder.smk") + + +# define the rule all +rule download: + input: + TargetDownloads, From 5fbf9c2630373fa96dd72c5838591a428e47f6dd Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:09:29 +0100 Subject: [PATCH 109/365] added assembly_finder env --- mess/workflow/envs/assembly_finder.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/assembly_finder.yml diff --git a/mess/workflow/envs/assembly_finder.yml b/mess/workflow/envs/assembly_finder.yml new file mode 100644 index 0000000..6507f54 --- /dev/null +++ b/mess/workflow/envs/assembly_finder.yml @@ -0,0 +1,5 @@ +name: assembly_finder +channels: + - bioconda +dependencies: + - assembly_finder >= 0.4.1 From 67900511ef2e1dd4df47ec5785c7d3fa51ce7a5e Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:09:47 +0100 Subject: [PATCH 110/365] moved snakefiles --- mess/workflow/rules/download.smk | 1 - mess/workflow/rules/preflight/samples.smk | 21 --------------------- 2 files changed, 22 deletions(-) delete mode 100644 mess/workflow/rules/download.smk delete mode 100644 mess/workflow/rules/preflight/samples.smk diff --git a/mess/workflow/rules/download.smk b/mess/workflow/rules/download.smk deleted file mode 100644 index e52119c..0000000 --- a/mess/workflow/rules/download.smk +++ /dev/null @@ -1 +0,0 @@ -include: "prepare_tables.smk" diff --git a/mess/workflow/rules/preflight/samples.smk b/mess/workflow/rules/preflight/samples.smk deleted file mode 100644 index ad85094..0000000 --- a/mess/workflow/rules/preflight/samples.smk +++ /dev/null @@ -1,21 +0,0 @@ -replicates = list(range(1, config["replicates"] + 1)) - -samples = [] -if os.path.isfile(config["input_path"]): - files = config["input_path"] -else: - files = list_files(config["input_path"], "tsv") - -for file in files: - df = pd.read_csv(file, sep="\t") - try: - samples.append(list(set(df["sample"]))) - except KeyError: - samples.append([os.path.basename(file).split(".")[0]]) - -samples = list(chain.from_iterable(samples)) -samples_rep = list(product(samples, replicates)) -renamed_samples = [ - "-".join([os.path.basename(sample[0]).split(".")[0], str(sample[1])]) - for sample in samples_rep -] From 23f64d38fe3eecaf5b8464f8c1d346e7e8d4e16c Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:10:04 +0100 Subject: [PATCH 111/365] added assembly_finder rule --- .../rules/download/assembly_finder.smk | 34 +++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 mess/workflow/rules/download/assembly_finder.smk diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk new file mode 100644 index 0000000..77c81be --- /dev/null +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -0,0 +1,34 @@ +rule get_unique_entries: + output: + temp(os.path.join(dir.out.base, "uniq_entries.tsv")), + run: + DFS[["entry", "nb"]].drop_duplicates().to_csv(output[0], sep="\t", index=None) + + +checkpoint download_assemblies: + input: + os.path.join(dir.out.base, "uniq_entries.tsv"), + output: + asm=os.path.join(dir.out.base, "download/assembly_summary.tsv"), + version=os.path.join(dir.out.versions, "assembly_finder.version"), + conda: + os.path.join(dir.env, "assembly_finder.yml") + params: + ncbi_key=NCBI_KEY, + ncbi_email=NCBI_EMAIL, + out=os.path.join(dir.out.base, "download"), + threads: config.resources.med.cpu + benchmark: + os.path.join(dir.out.bench, "download", "download.txt") + log: + os.path.join(dir.out.logs, "download", "download.log"), + shell: + """ + assembly_finder \\ + -i {input} \\ + -o {params.out} \\ + -nk {params.ncbi_key} \\ + -ne {params.ncbi_email} \\ + --nolock 2> {log} + assembly_finder -v > {output.version} + """ From 3549da03c5390f32b6ae4c99dd53581a43b3c256 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:10:17 +0100 Subject: [PATCH 112/365] added default dirs --- mess/workflow/rules/preflight/directories.smk | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/mess/workflow/rules/preflight/directories.smk b/mess/workflow/rules/preflight/directories.smk index 516b23e..2ee0719 100644 --- a/mess/workflow/rules/preflight/directories.smk +++ b/mess/workflow/rules/preflight/directories.smk @@ -13,13 +13,15 @@ dir.env = os.path.join(workflow.basedir, "envs") dir.rules = os.path.join(workflow.basedir, "rules") dir.scripts = os.path.join(workflow.basedir, "scripts") -# Output location +# Base output location + try: assert (ap.utils.to_dict(config.args)["output"]) is not None dir.out.base = config.args.output except (KeyError, AssertionError): - dir.out.base = "mess_out" + dir.out.base = "results" -# logs and benchmarks +# Logs versions and benchmarks dir.out.bench = os.path.join(dir.out.base, "benchmarks") -dir.out.stderr = os.path.join(dir.out.base, "stderr") +dir.out.logs = os.path.join(dir.out.base, "logs") +dir.out.versions = os.path.join(dir.out.base, "versions") From 7d17ae7fe4574fcf5da47ad9909679eff2a4dfb0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:11:06 +0100 Subject: [PATCH 113/365] deleted script --- mess/workflow/scripts/get_rep_table.py | 58 -------------------------- 1 file changed, 58 deletions(-) delete mode 100644 mess/workflow/scripts/get_rep_table.py diff --git a/mess/workflow/scripts/get_rep_table.py b/mess/workflow/scripts/get_rep_table.py deleted file mode 100644 index d91cd56..0000000 --- a/mess/workflow/scripts/get_rep_table.py +++ /dev/null @@ -1,58 +0,0 @@ -#!/usr/bin/env python3 - -import pandas as pd -import os -import numpy as np -from itertools import chain -import glob - - -def list_files(indir, extensions): - extensions = extensions.split(",") - files = [glob.glob(f"{indir}/*.{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -# Set seed for replicates -np.random.seed(snakemake.params.seed) -# Read input path -if os.path.isfile(snakemake.input[0]): - files = snakemake.input[0] -else: - files = list_files(snakemake.input[0], "tsv") - -# concat tables into one and add sample columns -dfs = [] -for file in files: - df = pd.read_csv(file, sep="\t") - dfs.append(df) - try: - samples = list(set(df["sample"])) - except KeyError: - sample = os.path.basename(file).split(".")[0] - df["sample"] = [sample] * len(df) - -dfs = pd.concat(dfs).reset_index(drop=True).sort_values("sample") -# Duplicate each sample by the number of replicates -replicates = list(range(1, snakemake.params.rep + 1)) -rep_df = dfs.reindex(dfs.index.repeat(len(replicates))) - -# add replicate column -rep_df["rep"] = replicates * len(dfs) -rep_df["samplename"] = [ - sample + "-" + str(rep) for sample, rep in zip(rep_df["sample"], rep_df["rep"]) -] -rep_df.drop(["sample", "rep"], axis=1, inplace=True) -accepted_cols = ["proportion", "reads", "bases", "cov_sim"] -for col in accepted_cols: - try: - rep_df[f"{col}"] = [ - np.random.normal(val, snakemake.params.rep_sd) for val in rep_df[f"{col}"] - ] - except KeyError: - continue -rep_df.reset_index(inplace=True, drop=True) -chunks = snakemake.params.chunks -chunk_df = rep_df.reindex(rep_df.index.repeat(len(chunks))) -chunk_df["chunk"] = chunks * len(rep_df) -chunk_df.to_csv(snakemake.output[0], sep="\t", index=None) From b90a485d3d701deeac010297f75994cd822e5b7e Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:13:10 +0100 Subject: [PATCH 114/365] added target downloads --- .../rules/preflight/target_downloads.smk | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 mess/workflow/rules/preflight/target_downloads.smk diff --git a/mess/workflow/rules/preflight/target_downloads.smk b/mess/workflow/rules/preflight/target_downloads.smk new file mode 100644 index 0000000..e62c85a --- /dev/null +++ b/mess/workflow/rules/preflight/target_downloads.smk @@ -0,0 +1,17 @@ +""" +All target output files are declared here +""" + + +def list_assembly_downloads(wildcards): + return list( + pd.read_csv( + checkpoints.download_assemblies.get(**wildcards).output[0], sep="\t" + )["path"] + ) + + +TargetDownloads = [ + os.path.join(dir.out.base, "download/assembly_summary.tsv"), + list_assembly_downloads, +] From 70e60cc1eeb536063e456b709c704a4ebf5ee9d6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:13:57 +0100 Subject: [PATCH 115/365] added get_replicates rules --- .../rules/preflight/get_replicates.smk | 68 +++++++++++++++++++ 1 file changed, 68 insertions(+) create mode 100644 mess/workflow/rules/preflight/get_replicates.smk diff --git a/mess/workflow/rules/preflight/get_replicates.smk b/mess/workflow/rules/preflight/get_replicates.smk new file mode 100644 index 0000000..2453439 --- /dev/null +++ b/mess/workflow/rules/preflight/get_replicates.smk @@ -0,0 +1,68 @@ +# samples and replicates tables + +import pandas as pd +import os +import numpy as np +from itertools import chain +import glob + + +SEED = config.args.seed +# Set seed for replicates +np.random.seed(SEED) +# Read input path + +# Duplicate each sample by the number of replicates +REPLICATES = list(range(1, config.args.replicates + 1)) +SAMPLES_DF = DFS.reindex(DFS.index.repeat(len(REPLICATES))) + +# add replicate column +SAMPLES_DF["rep"] = REPLICATES * len(dfs) +SAMPLES_DF["samplename"] = [ + sample + "-" + str(rep) + for sample, rep in zip(SAMPLES_DF["sample"], SAMPLES_DF["rep"]) +] +SAMPLES_DF.drop(["sample", "rep"], axis=1, inplace=True) +SAMPLES = list(set(SAMPLES_DF["samplename"])) +accepted_cols = ["proportion", "reads", "bases", "cov_sim"] + +REP_SD = config.args.rep_sd +for col in accepted_cols: + try: + SAMPLES_DF[f"{col}"] = [ + np.random.normal(val, REP_SD) for val in SAMPLES_DF[f"{col}"] + ] + except KeyError: + continue +SAMPLES_DF.reset_index(inplace=True, drop=True) +CHUNKS = [f"{x+1:03}" for x in range(config.args.chunks)] +SAMPLES_DF = SAMPLES_DF.reindex(SAMPLES_DF.index.repeat(len(CHUNKS))) +SAMPLES_DF["chunk"] = CHUNKS * len(CHUNKS) + + +rule samples_table: + input: + os.path.join(dir.out.base, "cov.tsv"), + + +checkpoint calculate_coverage: + input: + asm=lambda wildcards: get_assembly_summary_path(wildcards), + output: + temp( + os.path.join(dir.out.base, "cov.tsv"), + ), + params: + dist=config.args.dist, + mu=config.args.mu, + sigma=config.args.sigma, + total_bases=config.args.total_bases, + read_len=config.args.read_len, + pairing=config.args.paired, + rep_sd=config.args.rep_sd, + seed=config.args.seed, + chunks=CHUNKS, + log: + os.path.join(dir.out.logs, "tables/cov.tsv"), + script: + "calculate_cov.py" From dda31b0e7e0b8ed50a2b9542fa577ae098c7ef58 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:14:27 +0100 Subject: [PATCH 116/365] deleted prepare_tables rules --- .../rules/processing/prepare_tables.smk | 39 ------------------- 1 file changed, 39 deletions(-) delete mode 100644 mess/workflow/rules/processing/prepare_tables.smk diff --git a/mess/workflow/rules/processing/prepare_tables.smk b/mess/workflow/rules/processing/prepare_tables.smk deleted file mode 100644 index 7d518cc..0000000 --- a/mess/workflow/rules/processing/prepare_tables.smk +++ /dev/null @@ -1,39 +0,0 @@ -rule samples_table: - input: - f"{outdir}/cov.tsv", - - -rule get_samples_and_replicates: - input: - config["input_path"], - output: - temp(f"{outdir}/samples.tsv"), - params: - rep=config["replicates"], - chunks=chunk_idx, - rep_sd=config["rep_sd"], - seed=config["seed"], - script: - "get_rep_table.py" - - -checkpoint calculate_coverage: - input: - entry=f"{outdir}/samples.tsv", - asm=lambda wildcards: get_assembly_summary_path(wildcards), - output: - temp(f"{outdir}/cov.tsv"), - params: - dist=config["dist"], - mu=config["mu"], - sigma=config["sigma"], - total_bases=config["total_bases"], - read_len=config["read_len"], - pairing=config["paired"], - rep_sd=config["rep_sd"], - seed=config["seed"], - chunks=chunk_idx, - log: - f"{outdir}/logs/tables/cov.tsv", - script: - "calculate_cov.py" From 993b2f72ebf0660e4a85467e9687f485e5d2b338 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Dec 2023 17:15:02 +0100 Subject: [PATCH 117/365] added snakefile to read sample tables --- mess/workflow/rules/preflight/read_samples.smk | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 mess/workflow/rules/preflight/read_samples.smk diff --git a/mess/workflow/rules/preflight/read_samples.smk b/mess/workflow/rules/preflight/read_samples.smk new file mode 100644 index 0000000..f78b8ad --- /dev/null +++ b/mess/workflow/rules/preflight/read_samples.smk @@ -0,0 +1,16 @@ +if os.path.isfile(INPUT): + files = INPUT +else: + files = list_files(INPUT, "tsv") +# concat tables into one and add sample columns +dfs = [] +for file in files: + df = pd.read_csv(file, sep="\t") + dfs.append(df) + try: + samples = list(set(df["sample"])) + except KeyError: + sample = os.path.basename(file).split(".")[0] + df["sample"] = [sample] * len(df) + +DFS = pd.concat(dfs).reset_index(drop=True).sort_values("sample") From ff17bed57e56cc4212692998f4dfd49a0c750259 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 19 Dec 2023 11:27:58 +0100 Subject: [PATCH 118/365] added simulate command --- mess/__main__.py | 230 ++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 228 insertions(+), 2 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 501effe..7c7c308 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -117,13 +117,13 @@ def common_options(func): def print_splash(): click.echo( - f""" + """ ___ ___ _____ _____ | \/ | / ___/ ___| | . . | ___\ `--.\ `--. | |\/| |/ _ \`--. \`--. \\ | | | | __/\__/ /\__/ / - \_| |_/\___\____/\____/ v{version} + \_| |_/\___\____/\____/ """ ) @@ -208,6 +208,231 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): ) +profiles = { + "illumina": { + "art": [ + "MSv3", + "GA1", + "GA2", + "HS10", + "HS20", + "HS25", + "HSXn", + "HSXt", + "MinS", + "MSv1", + "NS50", + "custom", + ] + }, + "pacbio": {"pbsim3": ["clr", "hifi"]}, + "nanopore": {"pbsim3": ["r10.4", "r10.3"]}, +} + + +@click.command() +@click.option("-i", "--input", help="Input file/directory", type=str, required=True) +@click.option( + "--tech", + help="sequencing technology", + type=click.Choice(["illumina", "pacbio", "nanopore"], case_sensitive=False), + default="nanopore", + show_default=True, +) +@click.option( + "--paired", + help="illumina reads pairing", + type=bool, + default=False, + show_default=True, +) +@click.option( + "--tool", + help="choose simulator", + type=click.Choice( + ["art", "pbsim3"], + case_sensitive=False, + ), + default="pbsim3", + show_default=True, +) +@click.option( + "--profile", + help="choose simulator profile", + type=click.Choice( + profiles["nanopore"]["pbsim3"], + case_sensitive=False, + ), + default="r10.4", + show_default=True, +) +@click.option( + "--fasta", + help="path to fasta file/directory", + type=str, + required=True, +) +@click.option( + "--chunks", + help="split genome simulations into n chunks", + type=int, + default=1, + show_default=True, +) +@click.option( + "--replicates", + help="number of replicates per sample", + type=int, + default=1, + show_default=True, +) +@click.option( + "--rep-sd", + help="standard deviation between replicate coverages (0: no deviation)", + type=int, + default=0, + show_default=True, +) +@click.option( + "--dist", + help="sample genome coverage values from a distribution", + type=click.Choice(["none", "lognormal", "even"]), + default="none", + show_default=True, +) +@click.option( + "--mu", + help="mu of lognormal dist", + type=int, + default=1, +) +@click.option( + "--sigma", + help="sigma of lognormal dist", + type=int, + default=0, +) +@click.option( + "--total-bases", + help="total amount of bases to simulate (ignored when coverage is set)", + type=str, + default="1G", + show_default=True, +) +@click.option( + "--accuracy", + help="mean accuracy for long read sequencing", + type=float, + default=0.9, + show_default=True, +) +@click.option( + "--passes", + help="number of passes for pacbio multipass sequencing (2 or more for hifi)", + type=int, + default=1, + show_default=True, +) +@click.option( + "--min-len", + help="minimum read length for long read sequencing", + type=int, + default=100, + show_default=True, +) +@click.option( + "--max-len", + help="maximum read length for long read sequencing", + type=int, + default=1000000, + show_default=True, +) +@click.option( + "--mean-len", + help="mean read length for long and short read sequencing", + type=int, + default=9000, + show_default=True, +) +@click.option( + "--sd-len", + help="standard read length deviation for long read sequencing", + type=int, + default=7000, + show_default=True, +) +@click.option( + "--bam", + help="generate gold standard alignment bam files", + type=bool, + default=False, + show_default=True, +) +@click.option( + "--seed", + help="seed for pseudo random number generator", + type=int, + default=42, + show_default=True, +) +@common_options +def simulate( + input, + output, + log, + fasta, + chunks, + replicates, + rep_sd, + dist, + mu, + sigma, + total_bases, + accuracy, + passes, + min_len, + max_len, + mean_len, + sd_len, + bam, + paired, + seed, + **kwargs +): + """simulate reads""" + # Config to add or update in configfile + merge_config = { + "args": { + "input": input, + "output": output, + "log": log, + "fasta": fasta, + "chunks": chunks, + "replicates": replicates, + "rep_sd": rep_sd, + "dist": dist, + "mu": mu, + "sigma": sigma, + "total_bases": total_bases, + "accuracy": accuracy, + "passes": passes, + "min_len": min_len, + "max_len": max_len, + "mean_len": mean_len, + "sd_len": sd_len, + "bam": bam, + "paired": paired, + "seed": seed, + } + } + run_snakemake( + # Full path to Snakefile + snakefile_path=snake_base(os.path.join("workflow", "simulate.smk")), + merge_config=merge_config, + **kwargs, + ) + + @click.command() @common_options def config(configfile, system_config, **kwargs): @@ -223,6 +448,7 @@ def citation(**kwargs): cli.add_command(run) cli.add_command(download) +cli.add_command(simulate) cli.add_command(config) cli.add_command(citation) From e4e74929e630910770ac7d5c669f0b2734b26f7c Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 19 Dec 2023 11:28:59 +0100 Subject: [PATCH 119/365] removed simulate reads --- mess/workflow/rules/simulate_reads.smk | 349 ------------------------- 1 file changed, 349 deletions(-) delete mode 100644 mess/workflow/rules/simulate_reads.smk diff --git a/mess/workflow/rules/simulate_reads.smk b/mess/workflow/rules/simulate_reads.smk deleted file mode 100644 index 8864858..0000000 --- a/mess/workflow/rules/simulate_reads.smk +++ /dev/null @@ -1,349 +0,0 @@ -import json -import pandas as pd -import os -import random -import glob -from itertools import chain -from itertools import product - - -def list_files(indir, extensions): - extensions = extensions.split(",") - files = [glob.glob(f"{indir}/*.{e}") for e in extensions] - return list(chain.from_iterable(files)) - - -def get_cov_seed(rep, sample2seed, general_seed): - """ - Function that returns a seed for coverage - By default each replicate has a unique seed - If the param same_dist_rep is True, return a single seed for all replicates - """ - try: - same_dist_rep = config["same_dist_rep"] - if same_dist_rep: - return general_seed - except KeyError: - return sample2seed[int(rep)] - - -outdir = config["outdir"] -random.seed(config["seed"]) -replicates = list(range(1, config["replicates"] + 1)) -samples = list_files(config["input_path"], "tsv") -sample_list = list(product(samples, replicates)) - -seed_list = random.sample(range(1, 1000000), len(sample_list) * len(replicates)) -seed_dic = dict(zip(replicates, seed_list)) - - -checkpoint download_assemblies: - input: - config["input_path"], - output: - f"{outdir}/download/assembly_summary.tsv", - params: - ncbi_key=config["NCBI_key"], - ncbi_email=config["NCBI_email"], - prefix=f"{outdir}/download", - shell: - """ - assembly_finder -i {input} -o {params.prefix} -nk {params.ncbi_key} -ne {params.ncbi_email} --nolock - """ - - -def get_assembly_summary_path(wildcards): - try: - table = os.path.abspath( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - except KeyError: - table = os.path.abspath(config["fasta_dir"]) - return table - - -rule calculate_coverage: - input: - entry=lambda wildcards: list_files(config["input_path"], ".tsv"), - asm=lambda wildcards: get_assembly_summary_path(wildcards), - output: - f"{outdir}/{{sample}}-{{rep}}-cov.json", - params: - dist=config["dist"], - mu=config["mu"], - sigma=config["sigma"], - total_bases=config["total_bases"], - read_len=config["read_len"], - pairing=config["paired"], - rep_sd=config["rep_sd"], - seed=lambda wildcards: get_cov_seed(wildcards.rep, seed_dic, config["seed"]), - log: - f"logs/tables/{{sample}}-{{rep}}.tsv", - shell: - """ - calculate_cov.py -i {input.entry} -a {input.asm} \ - -d {params.dist} -m {params.mu} -s {params.sigma} \ - -n {params.total_bases} -l {params.read_len} -p {params.pairing} \ - -sd {params.rep_sd} --seed {params.seed} - """ - - -def get_fasta_dir(wildcards): - try: - table_dir = os.path.dirname( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - fasta_dir = os.path.join(table_dir, "assemblies") - except KeyError: - fasta_dir = os.path.abspath(config["fasta_dir"]) - return fasta_dir - - -fasta_dir = lambda wildcards: get_fasta_dir(wildcards) - - -rule decompress_assemblies: - input: - f"{fasta_dir}/{{fasta}}.gz", - output: - temp(f"{outdir}/{{fasta}}"), - benchmark: - f"benchmark/decompress/{outdir}/{{fasta}}.txt" - shell: - "zcat {input} > {output}" - - -def get_coverage(json, fasta): - d = json.load(open(json)) - return d["cov_sim"][fasta] - - -if config["seq_tech"] == "illumina": - - rule merge_contigs: - input: - f"{outdir}/{{fasta}}", - output: - temp(f"{outdir}/{{fasta}}.merged"), - benchmark: - "benchmark/merge/{fasta}.txt" - script: - "merge_contigs.py" - - if config["paired"]: - - rule generate_illumina_paired_reads: - input: - fa=f"{outdir}/{{fasta}}.merged", - json=f"{outdir}/coverage-{{rep}}.json", - output: - temp(f"{outdir}/fastq/{{fasta}}_R1.fq"), - temp(f"{outdir}/fastq/{{fasta}}_R2.fq"), - temp(f"{outdir}/fastq/{{fasta}}_R.sam"), - params: - seq_system=config["illumina_sequencing_system"], - read_length=config["read_len"], - mean_frag_len=config["illumina_mean_frag_len"], - sd=config["illumina_sd_frag_len"], - cov=lambda wildcards, input: get_coverage(input.json, wildcards.fasta), - random_seed=lambda wildcards: seed_dic[int(wildcards.rep)], - resources: - nb_simulation=1, - log: - "logs/art_illumina/{community}-replicate-{rep}-{assemblyname}.log", - benchmark: - "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" - shell: - """ - art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -na -sam \ - -i {input.fa} -p -nf 1 -m {params.mean_frag_len} -s {params.sd} -l {params.read_length} -c {params.read_num} \ - -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_R &> {log} - """ - - else: - - rule generate_illumina_single_reads: - input: - fa="assembly_gz/{community}-{assemblyname}.fa", - tab="readcounts-{community}-{rep}.tsv", - output: - temp("{outdir}/fastq/{{fasta}}_single.fq"), - temp("{outdir}/fastq/{{fasta}}_single.sam"), - params: - seq_system=config["illumina_sequencing_system"], - read_length=config["illumina_read_len"], - read_num=lambda wildcards, input: get_read_num(wildcards, input.tab), - random_seed=lambda wildcards: seed_dic[int(wildcards.rep)], - resources: - nb_simulation=1, - log: - "logs/art_illumina/{community}-{rep}-{assemblyname}.log", - benchmark: - "benchmark/art_illumina/{community}-{rep}-{assemblyname}.txt" - shell: - """ - art_illumina -d {wildcards.assemblyname} -rs {params.random_seed} -ss {params.seq_system} -sam \ - -na -i {input.fa} -nf 1 -l {params.read_length} -c {params.read_num} \ - -o simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname}_single &> {log} - """ - - def get_sam(pairing): - if pairing == "single": - return "simreads/{community}-{rep}-{assemblyname}_single.sam" - else: - return "simreads/{community}-{rep}-{assemblyname}_R.sam" - - rule convert_sam_to_bam_files: - input: - get_sam(config["read_status"]), - output: - "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", - log: - "logs/bam/{community}-{rep}-{assemblyname}.log", - shell: - """ - bioconvert {input} {output} 2> {log} - """ - -elif config["seq_tech"] == "ont" or config["seq_tech"] == "pacbio": - - def get_coverage(wildcards, table): - if not os.path.exists(table): - return -1 - with open(table) as f: - tb = pd.read_csv(f, delimiter="\t", index_col="AssemblyNames") - cov = tb.loc[wildcards.assemblyname]["Coverage"] - return cov - - rule generate_long_reads: - input: - fa="assembly_gz/{community}-{assemblyname}.fa", - tab="readcounts-{community}-{rep}.tsv", - output: - temp("{outdir}/fastq/{{fasta}}_0001.fastq"), - temp("{outdir}/fastq/{{fasta}}_0001.maf"), - temp("{outdir}/fastq/{{fasta}}_0001.ref"), - params: - chemistry=config["chemistry"], - min_read_len=config["longreads_min_len"], - max_read_len=config["longreads_max_len"], - sd_read_len=config["longreads_sd_len"], - mean_read_len=config["longreads_mean_len"], - accuracy=config["longreads_mean_acc"], - diff_ratio=config["difference_ratio"], - coverage=lambda wildcards, input: get_coverage(wildcards, input.tab), - seed=lambda wildcards: seed_dic[int(wildcards.rep)], - resources: - nb_simulation=1, - log: - "logs/pbsim2/{community}-replicate-{rep}-{assemblyname}.log", - benchmark: - "benchmark/pbsim2/{community}-{rep}-{assemblyname}.txt" - shell: - """ - pbsim --prefix simreads/{wildcards.community}-{wildcards.rep}-{wildcards.assemblyname} \ - --id-prefix {wildcards.assemblyname} --depth {params.coverage} --length-min {params.min_read_len} \ - --length-max {params.max_read_len} --difference-ratio {params.diff_ratio} --seed {params.seed} \ - --hmm_model ${{CONDA_PREFIX}}/data/{params.chemistry}.model --length-mean {params.mean_read_len} \ - --length-sd {params.sd_read_len} {input.fa} &> {log} - """ - - rule convert_maf_to_bam_files: - input: - "simreads/{community}-{rep}-{assemblyname}_0001.maf", - output: - sam=temp( - "bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.sam" - ), - bam="bam/{community,[-_0-9a-zA-Z]+}-{rep,[0-9]+}-{assemblyname,[0-9a-zA-Z._-]+}.bam", - log: - "logs/bam/{community}-{rep}-{assemblyname}.log", - shell: - """ - bioconvert {input} {output.sam} 2>> {log} - bioconvert {output.sam} {output.bam} 2>> {log} - """ - - -def concat_fastq(wildcards): - try: - directory = config["assemblies_dir"] - files = glob.glob(os.path.join(directory, "*_genomic.fna*")) - assemblynames = [file.split("/")[-1].split("_genomic.fna")[0] for file in files] - except KeyError: - checkpoint_directory = f"{fasta_dir}" - assemblynames = glob_wildcards( - os.path.join(checkpoint_directory, "{i}_genomic.fna.gz") - ).i - print("assemblynames", assemblynames) - if config["seq_tech"] == "illumina": - return expand( - "simreads/{community}-{{rep}}-{assemblyname}_{{rd}}.fq", - community=community_name, - assemblyname=assemblynames, - ) - elif config["seq_tech"] == "ont" or config["seq_tech"] == "pacbio": - return expand( - "simreads/{community}-{{rep}}-{assemblyname}_0001.fastq", - community=community_name, - assemblyname=assemblynames, - ) - - -rule concat_fastqs: - input: - concat_fastq, - output: - temp("simreads/{community}-{rep}_{rd}.unshuffled.fq"), - resources: - parallel_cat=1, - benchmark: - "benchmark/concat/{community}-{rep}_{rd}.txt" - shell: - """ - cat {input} > {output} - """ - - -rule shuffle_fastqs: - input: - "simreads/{community}-{rep}_{rd}.unshuffled.fq", - output: - "simreads/{community}-{rep}_{rd}.fq.gz", - params: - seed=lambda wildcards: seed_dic[int(wildcards.rep)], - log: - "logs/shuffling/{community}-{rep}_{rd}.log", - benchmark: - "benchmark/shuffle/{community}-{rep}_{rd}.txt" - threads: 10 - shell: - """ - seqkit shuffle {input} -j {threads} -s {params.seed} -o {output} &> {log} - """ - - -rule get_taxonomic_profile: - input: - reads="simreads/{community}-{rep}_{rd}.fq.gz", - table="readcounts-{community}-{rep}.tsv", - output: - tax="taxonomy-{community}-{rep}_{rd}.tsv", - krona="krona/{community}-{rep}_{rd}.txt", - params: - config["seq_tech"], - benchmark: - "benchmark/taxonomic_profile/{community}-{rep}_{rd}.txt" - script: - "true-read-counts.py" - - -rule create_krona_chart: - input: - "krona/{community}-{rep}_{rd}.txt", - output: - "krona/{community}-{rep}_{rd}.html", - log: - "logs/krona/{community}-{rep}_{rd}.log", - shell: - "ktImportText -o {output} {input} &> {log}" From ab8e3c0a1a1b6e1386251f09d443afef0a33f499 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 19 Dec 2023 11:29:16 +0100 Subject: [PATCH 120/365] moved to simulate rule dir --- mess/workflow/rules/sim_long_reads.smk | 177 ------------------------ mess/workflow/rules/sim_short_reads.smk | 38 ----- 2 files changed, 215 deletions(-) delete mode 100644 mess/workflow/rules/sim_long_reads.smk delete mode 100644 mess/workflow/rules/sim_short_reads.smk diff --git a/mess/workflow/rules/sim_long_reads.smk b/mess/workflow/rules/sim_long_reads.smk deleted file mode 100644 index 85a91fc..0000000 --- a/mess/workflow/rules/sim_long_reads.smk +++ /dev/null @@ -1,177 +0,0 @@ -multipass = False -if config["passes"] > 1: - multipass = True -if config["seq_tech"] == "pacbio": - model = "QSHMM-RSII" - ratio = "6:55:39" - if config["profile"] == "sequel": - ratio = "22:45:33" -elif config["seq_tech"] == "nanopore": - ratio = "39:24:36" - if config["profile"] == "R10.4": - model = "QSHMM-ONT-HQ" - elif config["profile"] == "R10.3": - model = "QSHMM-ONT" - - -wildcard_constraints: - contig="[0-9]+", - sample="[^/]+", - fasta="[^/-]+", - chunk="[0-9]+", - - -rule chunk_fasta: - input: - f"{outdir}/fasta/{{fasta}}.renamed", - output: - temp(f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa"), - shell: - "cp {input} {output}" - - -rule pbsim3: - input: - fa=f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa", - df=f"{outdir}/cov.tsv", - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam") - if multipass - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref"), - params: - model=model, - ratio=ratio, - meanlen=config["read_len"], - lensd=config["read_sd"], - minlen=config["min_len"], - maxlen=config["max_len"], - passes=config["passes"], - accuracy=config["accuracy"], - cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), - seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), - prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}", - log: - f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", - shell: - """ - pbsim --strategy wgs --method qshmm \\ - --difference-ratio {params.ratio} \\ - --length-min {params.minlen} \\ - --length-max {params.maxlen} \\ - --length-mean {params.meanlen} \\ - --length-sd {params.lensd} \\ - --prefix {params.prefix} \\ - --seed {params.seed} \\ - --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ - --pass-num {params.passes} \\ - --accuracy-mean {params.accuracy} \\ - --depth {params.cov} --genome {input.fa} &> {log} - """ - - -tmpdir = os.path.join(outdir, "tmp") - -if multipass: - - rule ccs_sam_to_bam: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam", - output: - temp(f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam"), - log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam.log", - shell: - "samtools view -bS {input} | samtools sort > {output} 2> {log}" - - rule ccs_bam_to_fastq: - input: - f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam", - output: - fq=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), - json=temp( - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.zmw_metrics.json.gz" - ), - log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", - params: - passes=config["passes"], - accuracy=config["accuracy"], - resources: - tmpdir=tmpdir, - shell: - """ - MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ - ccs --min-passes {params.passes} \\ - --min-rq {params.accuracy} {input} {output.fq} --report-file {log} - """ - - -if config["bam"]: - - rule add_reference_name: - input: - maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", - fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref", - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), - params: - seqname=lambda wildcards, input: get_header(input.fa), - shell: - """ - sed 's/ref/{params.seqname}/g' {input.maf} > {output} - """ - - rule convert_maf_to_bam: - input: - f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", - output: - sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam"), - bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", - threads: 2 - shell: - """ - bioconvert {input} {output.sam} 2>> {log} - samtools view -@ {threads} -bS {output.sam} | \\ - samtools sort -@ threads > {output.bam} 2>> {log} - """ - - rule merge_alignments_bam: - input: - lambda wildcards: pbsim3_expand(wildcards, "bam", "bam", "both"), - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", - threads: 2 - shell: - "samtools merge -@ {threads} -o {output} {input} &>> {log}" - - -if not multipass: - - rule compress_single_pass_fastq: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq", - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), - params: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq", - threads: 2 - shell: - """ - mv {input} {params} - pigz -p {threads} {params} - """ - - -rule cat_fastq_per_sample: - input: - lambda wildcards: pbsim3_expand(wildcards, "fastq", "fq.gz", "both"), - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq.gz"), - shell: - "cat {input} > {output}" diff --git a/mess/workflow/rules/sim_short_reads.smk b/mess/workflow/rules/sim_short_reads.smk deleted file mode 100644 index fa1d660..0000000 --- a/mess/workflow/rules/sim_short_reads.smk +++ /dev/null @@ -1,38 +0,0 @@ -art_args = "" -if config["paired"]: - art_args += f"-p -m {config['frag_len']} -s {config['frag_sd']}" -if config["bam"]: - art_args += " -sam" - - -rule art_illumina: - input: - fasta=f"{outdir}/fasta/{{fasta}}.merged", - df=f"{outdir}/cov.tsv", - output: - sam=sam_out, - fastqs=[ - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq"), - ] - if config["paired"] - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), - params: - args=art_args, - seq_system=config["profile"], - read_len=config["read_len"], - cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), - seed=lambda wildcards, input: get_value(input.df, wildcards, "seed"), - prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}" - if config["paired"] - else f"{outdir}/fastq/{{sample}}/{{fasta}}1", - log: - f"{outdir}/logs/art_illumina/{{sample}}/{{fasta}}.log", - shell: - """ - art_illumina -ss {params.seq_system} \\ - -i {input.fasta} -rs {params.seed} \\ - -l {params.read_len} -f {params.cov} \\ - -na {params.args} -o {params.prefix} &> {log} - touch {output.sam} - """ From 64565c80fc3bce44d40204d426277276454a9551 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 19 Dec 2023 11:29:49 +0100 Subject: [PATCH 121/365] renamed --- .../preflight/{target_downloads.smk => targets_download.smk} | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename mess/workflow/rules/preflight/{target_downloads.smk => targets_download.smk} (87%) diff --git a/mess/workflow/rules/preflight/target_downloads.smk b/mess/workflow/rules/preflight/targets_download.smk similarity index 87% rename from mess/workflow/rules/preflight/target_downloads.smk rename to mess/workflow/rules/preflight/targets_download.smk index e62c85a..2be042d 100644 --- a/mess/workflow/rules/preflight/target_downloads.smk +++ b/mess/workflow/rules/preflight/targets_download.smk @@ -1,5 +1,5 @@ """ -All target output files are declared here +All target download files are declared here """ From e6dd441e68b8a2065de19e6092ca5724015493b8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 19 Dec 2023 11:30:04 +0100 Subject: [PATCH 122/365] added simulate targets --- .../rules/preflight/targets_simulate.smk | 29 +++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 mess/workflow/rules/preflight/targets_simulate.smk diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk new file mode 100644 index 0000000..2134d00 --- /dev/null +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -0,0 +1,29 @@ +""" +All simulated reads are declared here +""" + + +def list_reads(): + if SEQ_TECH == "illumina": + reads = expand( + os.path.join(dir.out.base, "fastq", "{sample}_R{p}.fq.gz"), + sample=SAMPLES, + p=PAIRS, + ) + else: + reads = expand( + os.path.join(dir.out.base, "fastq", "{sample}.fq.gz"), + sample=SAMPLES, + ) + + if BAM: + bams = expand( + os.path.join(dir.out.base, "bam", "{sample}.{bam}"), + sample=SAMPLES, + bam=["bam", "bam.bai"], + ) + reads.append(bams) + return reads + + +TargetSimreads = list_reads From 3c3f6d4f7f07f3c4b9ed9334a0cb9142be47c68c Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 19 Dec 2023 11:30:29 +0100 Subject: [PATCH 123/365] moved list_reads to targets --- mess/workflow/rules/preflight/functions.smk | 67 +++++---------------- 1 file changed, 16 insertions(+), 51 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 132f78c..b56ad7e 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -40,32 +40,6 @@ def get_value(table, wildcards, value): return val -def list_reads(): - if config["seq_tech"] == "illumina": - reads = expand( - "{outdir}/fastq/{sample}_R{p}.fq.gz", - outdir=outdir, - sample=renamed_samples, - p=pairs, - ) - else: - reads = expand( - "{outdir}/fastq/{sample}.fq.gz", - outdir=outdir, - sample=renamed_samples, - ) - - if config["bam"]: - bams = expand( - "{outdir}/bam/{sample}.{ext}", - outdir=outdir, - sample=renamed_samples, - ext=["bam", "bam.bai"], - ) - reads.append(bams) - return reads - - def get_assembly_summary_path(wildcards): try: table = os.path.abspath( @@ -76,23 +50,23 @@ def get_assembly_summary_path(wildcards): return table -fasta_dir = get_fasta_dir() -fasta_list = list_files(fasta_dir, "fasta.gz,fa.gz,fna.gz") -fasta_names = [os.path.basename(fa).split(".fna.gz")[0] for fa in fasta_list] +# fasta_dir = get_fasta_dir() +# fasta_list = list_files(fasta_dir, "fasta.gz,fa.gz,fna.gz") +# fasta_names = [os.path.basename(fa).split(".fna.gz")[0] for fa in fasta_list] -if config["paired"]: - pairs = [1, 2] -else: - pairs = [1] +# if config["paired"]: +# pairs = [1, 2] +# else: +# pairs = [1] -sam_out = [] -if config["bam"] and config["paired"]: - sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") -elif config["bam"] and config["paired"] == False: - sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam") -if config["bam"] == False: - sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.txt") +# sam_out = [] +# if config["bam"] and config["paired"]: +# sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") +# elif config["bam"] and config["paired"] == False: +# sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam") +# if config["bam"] == False: +# sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.txt") def list_concat(wildcards, ext): @@ -128,9 +102,6 @@ def get_header(fa): return seqid.replace(">", "") -chunk_idx = [f"{x+1:03}" for x in range(config["chunks"])] - - def pbsim3_expand(wildcards, subdir, ext, file_type): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) @@ -143,7 +114,7 @@ def pbsim3_expand(wildcards, subdir, ext, file_type): return expand( "{outdir}/{d}/{{sample}}/{{fasta}}-{chunk}_{{contig}}.{ext}", outdir=outdir, - chunk=chunk_idx, + chunk=CHUNKS, ext=ext, d=subdir, ) @@ -159,14 +130,8 @@ def pbsim3_expand(wildcards, subdir, ext, file_type): return expand( "{outdir}/{d}/{{sample}}/{{fasta}}-{chunk}_{contig}.{ext}", outdir=outdir, - chunk=chunk_idx, + chunk=CHUNKS, contig=contigs, ext=ext, d=subdir, ) - - -# shuffle seed dict - -shuf_seeds_list = random.sample(range(1, 100000), len(renamed_samples)) -shuf_seed = dict(zip(renamed_samples, shuf_seeds_list)) From 485c749936bfa377c85d72eb79210a2e53ad523e Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 19 Dec 2023 11:31:21 +0100 Subject: [PATCH 124/365] moved to simulate rule dir --- .../rules/simulate/sim_long_reads.smk | 177 ++++++++++++++++++ .../rules/simulate/sim_short_reads.smk | 38 ++++ 2 files changed, 215 insertions(+) create mode 100644 mess/workflow/rules/simulate/sim_long_reads.smk create mode 100644 mess/workflow/rules/simulate/sim_short_reads.smk diff --git a/mess/workflow/rules/simulate/sim_long_reads.smk b/mess/workflow/rules/simulate/sim_long_reads.smk new file mode 100644 index 0000000..85a91fc --- /dev/null +++ b/mess/workflow/rules/simulate/sim_long_reads.smk @@ -0,0 +1,177 @@ +multipass = False +if config["passes"] > 1: + multipass = True +if config["seq_tech"] == "pacbio": + model = "QSHMM-RSII" + ratio = "6:55:39" + if config["profile"] == "sequel": + ratio = "22:45:33" +elif config["seq_tech"] == "nanopore": + ratio = "39:24:36" + if config["profile"] == "R10.4": + model = "QSHMM-ONT-HQ" + elif config["profile"] == "R10.3": + model = "QSHMM-ONT" + + +wildcard_constraints: + contig="[0-9]+", + sample="[^/]+", + fasta="[^/-]+", + chunk="[0-9]+", + + +rule chunk_fasta: + input: + f"{outdir}/fasta/{{fasta}}.renamed", + output: + temp(f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa"), + shell: + "cp {input} {output}" + + +rule pbsim3: + input: + fa=f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa", + df=f"{outdir}/cov.tsv", + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam") + if multipass + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref"), + params: + model=model, + ratio=ratio, + meanlen=config["read_len"], + lensd=config["read_sd"], + minlen=config["min_len"], + maxlen=config["max_len"], + passes=config["passes"], + accuracy=config["accuracy"], + cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), + seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), + prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}", + log: + f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + shell: + """ + pbsim --strategy wgs --method qshmm \\ + --difference-ratio {params.ratio} \\ + --length-min {params.minlen} \\ + --length-max {params.maxlen} \\ + --length-mean {params.meanlen} \\ + --length-sd {params.lensd} \\ + --prefix {params.prefix} \\ + --seed {params.seed} \\ + --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ + --pass-num {params.passes} \\ + --accuracy-mean {params.accuracy} \\ + --depth {params.cov} --genome {input.fa} &> {log} + """ + + +tmpdir = os.path.join(outdir, "tmp") + +if multipass: + + rule ccs_sam_to_bam: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam", + output: + temp(f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam"), + log: + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam.log", + shell: + "samtools view -bS {input} | samtools sort > {output} 2> {log}" + + rule ccs_bam_to_fastq: + input: + f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam", + output: + fq=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), + json=temp( + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.zmw_metrics.json.gz" + ), + log: + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + params: + passes=config["passes"], + accuracy=config["accuracy"], + resources: + tmpdir=tmpdir, + shell: + """ + MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ + ccs --min-passes {params.passes} \\ + --min-rq {params.accuracy} {input} {output.fq} --report-file {log} + """ + + +if config["bam"]: + + rule add_reference_name: + input: + maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", + fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref", + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), + params: + seqname=lambda wildcards, input: get_header(input.fa), + shell: + """ + sed 's/ref/{params.seqname}/g' {input.maf} > {output} + """ + + rule convert_maf_to_bam: + input: + f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", + output: + sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam"), + bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + threads: 2 + shell: + """ + bioconvert {input} {output.sam} 2>> {log} + samtools view -@ {threads} -bS {output.sam} | \\ + samtools sort -@ threads > {output.bam} 2>> {log} + """ + + rule merge_alignments_bam: + input: + lambda wildcards: pbsim3_expand(wildcards, "bam", "bam", "both"), + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", + threads: 2 + shell: + "samtools merge -@ {threads} -o {output} {input} &>> {log}" + + +if not multipass: + + rule compress_single_pass_fastq: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq", + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), + params: + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq", + threads: 2 + shell: + """ + mv {input} {params} + pigz -p {threads} {params} + """ + + +rule cat_fastq_per_sample: + input: + lambda wildcards: pbsim3_expand(wildcards, "fastq", "fq.gz", "both"), + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq.gz"), + shell: + "cat {input} > {output}" diff --git a/mess/workflow/rules/simulate/sim_short_reads.smk b/mess/workflow/rules/simulate/sim_short_reads.smk new file mode 100644 index 0000000..fa1d660 --- /dev/null +++ b/mess/workflow/rules/simulate/sim_short_reads.smk @@ -0,0 +1,38 @@ +art_args = "" +if config["paired"]: + art_args += f"-p -m {config['frag_len']} -s {config['frag_sd']}" +if config["bam"]: + art_args += " -sam" + + +rule art_illumina: + input: + fasta=f"{outdir}/fasta/{{fasta}}.merged", + df=f"{outdir}/cov.tsv", + output: + sam=sam_out, + fastqs=[ + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq"), + ] + if config["paired"] + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), + params: + args=art_args, + seq_system=config["profile"], + read_len=config["read_len"], + cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), + seed=lambda wildcards, input: get_value(input.df, wildcards, "seed"), + prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}" + if config["paired"] + else f"{outdir}/fastq/{{sample}}/{{fasta}}1", + log: + f"{outdir}/logs/art_illumina/{{sample}}/{{fasta}}.log", + shell: + """ + art_illumina -ss {params.seq_system} \\ + -i {input.fasta} -rs {params.seed} \\ + -l {params.read_len} -f {params.cov} \\ + -na {params.args} -o {params.prefix} &> {log} + touch {output.sam} + """ From e5c7cb0045413a174fb0a23b4c0ced7bca6df4a2 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 11:37:37 +0100 Subject: [PATCH 125/365] deleted example --- mess/workflow/rules/example.smk | 11 ----------- 1 file changed, 11 deletions(-) delete mode 100644 mess/workflow/rules/example.smk diff --git a/mess/workflow/rules/example.smk b/mess/workflow/rules/example.smk deleted file mode 100644 index 65fb085..0000000 --- a/mess/workflow/rules/example.smk +++ /dev/null @@ -1,11 +0,0 @@ -rule example: - output: - os.path.join(dirs["results"], "example.done") - conda: - os.path.join(dirs["envs"], "example.yaml") - benchmark: - os.path.join(dirs["bench"], "example.txt") - log: - os.path.join(dirs["logs"], "example.err") - script: - os.path.join(dirs["scripts"], "example.py") From 524c9535022dd48f32feaa8a70444776b8c5690d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:50:25 +0100 Subject: [PATCH 126/365] moved rules --- .../rules/processing/process_fasta.smk | 28 --- .../rules/processing/process_reads.smk | 103 ---------- .../rules/simulate/sim_long_reads.smk | 177 ------------------ .../rules/simulate/sim_short_reads.smk | 38 ---- 4 files changed, 346 deletions(-) delete mode 100644 mess/workflow/rules/processing/process_fasta.smk delete mode 100644 mess/workflow/rules/processing/process_reads.smk delete mode 100644 mess/workflow/rules/simulate/sim_long_reads.smk delete mode 100644 mess/workflow/rules/simulate/sim_short_reads.smk diff --git a/mess/workflow/rules/processing/process_fasta.smk b/mess/workflow/rules/processing/process_fasta.smk deleted file mode 100644 index ce46e30..0000000 --- a/mess/workflow/rules/processing/process_fasta.smk +++ /dev/null @@ -1,28 +0,0 @@ - -rule decompress_assemblies: - input: - f"{fasta_dir}/{{fasta}}.fna.gz", - output: - temp(f"{outdir}/fasta/{{fasta}}.fa"), - shell: - "zcat {input} > {output}" - - -rule rename_headers: - input: - f"{outdir}/fasta/{{fasta}}.fa", - output: - temp(f"{outdir}/fasta/{{fasta}}.renamed"), - shell: - """ - cut -f 1 -d" " {input} > {output} - """ - - -rule merge_contigs: - input: - f"{outdir}/fasta/{{fasta}}.renamed", - output: - temp(f"{outdir}/fasta/{{fasta}}.merged"), - script: - "merge_contigs.py" diff --git a/mess/workflow/rules/processing/process_reads.smk b/mess/workflow/rules/processing/process_reads.smk deleted file mode 100644 index 8607832..0000000 --- a/mess/workflow/rules/processing/process_reads.smk +++ /dev/null @@ -1,103 +0,0 @@ -if config["seq_tech"] == "illumina": - - rule convert_sam_to_bam: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam" - if (not config["paired"]) - else f"{outdir}/fastq/{{sample}}/{{fasta}}.sam", - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", - threads: 3 - shell: - """ - samtools view -@ {threads} -bS {input} | \ - samtools sort -@ {threads} > {output} 2> {log} - """ - - rule compress_fastq: - input: - fastqs=[ - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq"), - ] - if config["paired"] - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), - output: - fastqs=[ - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq.gz"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq.gz"), - ] - if config["paired"] - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), - threads: 3 - shell: - """ - pigz -p {threads} *.fq - """ - - -rule concat_bam: - input: - lambda wildcards: list_concat(wildcards, "bam"), - output: - f"{outdir}/bam/{{sample}}.bam", - threads: 3 - log: - f"{outdir}/logs/bam/{{sample}}.log", - shell: - """ - samtools merge -@ {threads} -o {output} {input} 2>> {log} - """ - - -rule index_bam: - input: - f"{outdir}/bam/{{sample}}.bam", - output: - f"{outdir}/bam/{{sample}}.bam.bai", - threads: 3 - shell: - """ - samtools index -@ {threads} {input} - """ - - -rule cat_fastqs: - input: - lambda wildcards: list_concat(wildcards, "fastq"), - output: - f"{outdir}/unshuffled/{{sample}}_R{{p}}.fq.gz" - if config["seq_tech"] == "illumina" - else f"{outdir}/unshuffled/{{sample}}.fq.gz", - shell: - """ - cat {input} > {output} - """ - - -rule shuffle_fastqs: - input: - f"{outdir}/unshuffled/{{sample}}_R{{p}}.fq.gz" - if config["seq_tech"] == "illumina" - else f"{outdir}/unshuffled/{{sample}}.fq.gz", - output: - f"{outdir}/fastq/{{sample}}_R{{p}}.fq.gz" - if config["seq_tech"] == "illumina" - else f"{outdir}/fastq/{{sample}}.fq.gz", - log: - f"{outdir}/logs/seqkit/{{sample}}_R{{p}}.log" - if config["seq_tech"] == "illumina" - else f"{outdir}/logs/seqkit/{{sample}}.log", - params: - lambda wildcards: shuf_seed[wildcards.sample], - threads: 3 - shell: - """ - seqkit \\ - shuffle {input} \\ - -j {threads} \\ - -s {params} \\ - -o {output} 2> {log} - """ diff --git a/mess/workflow/rules/simulate/sim_long_reads.smk b/mess/workflow/rules/simulate/sim_long_reads.smk deleted file mode 100644 index 85a91fc..0000000 --- a/mess/workflow/rules/simulate/sim_long_reads.smk +++ /dev/null @@ -1,177 +0,0 @@ -multipass = False -if config["passes"] > 1: - multipass = True -if config["seq_tech"] == "pacbio": - model = "QSHMM-RSII" - ratio = "6:55:39" - if config["profile"] == "sequel": - ratio = "22:45:33" -elif config["seq_tech"] == "nanopore": - ratio = "39:24:36" - if config["profile"] == "R10.4": - model = "QSHMM-ONT-HQ" - elif config["profile"] == "R10.3": - model = "QSHMM-ONT" - - -wildcard_constraints: - contig="[0-9]+", - sample="[^/]+", - fasta="[^/-]+", - chunk="[0-9]+", - - -rule chunk_fasta: - input: - f"{outdir}/fasta/{{fasta}}.renamed", - output: - temp(f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa"), - shell: - "cp {input} {output}" - - -rule pbsim3: - input: - fa=f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa", - df=f"{outdir}/cov.tsv", - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam") - if multipass - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref"), - params: - model=model, - ratio=ratio, - meanlen=config["read_len"], - lensd=config["read_sd"], - minlen=config["min_len"], - maxlen=config["max_len"], - passes=config["passes"], - accuracy=config["accuracy"], - cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), - seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), - prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}", - log: - f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", - shell: - """ - pbsim --strategy wgs --method qshmm \\ - --difference-ratio {params.ratio} \\ - --length-min {params.minlen} \\ - --length-max {params.maxlen} \\ - --length-mean {params.meanlen} \\ - --length-sd {params.lensd} \\ - --prefix {params.prefix} \\ - --seed {params.seed} \\ - --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ - --pass-num {params.passes} \\ - --accuracy-mean {params.accuracy} \\ - --depth {params.cov} --genome {input.fa} &> {log} - """ - - -tmpdir = os.path.join(outdir, "tmp") - -if multipass: - - rule ccs_sam_to_bam: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam", - output: - temp(f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam"), - log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam.log", - shell: - "samtools view -bS {input} | samtools sort > {output} 2> {log}" - - rule ccs_bam_to_fastq: - input: - f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam", - output: - fq=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), - json=temp( - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.zmw_metrics.json.gz" - ), - log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", - params: - passes=config["passes"], - accuracy=config["accuracy"], - resources: - tmpdir=tmpdir, - shell: - """ - MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ - ccs --min-passes {params.passes} \\ - --min-rq {params.accuracy} {input} {output.fq} --report-file {log} - """ - - -if config["bam"]: - - rule add_reference_name: - input: - maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", - fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref", - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), - params: - seqname=lambda wildcards, input: get_header(input.fa), - shell: - """ - sed 's/ref/{params.seqname}/g' {input.maf} > {output} - """ - - rule convert_maf_to_bam: - input: - f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", - output: - sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam"), - bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", - threads: 2 - shell: - """ - bioconvert {input} {output.sam} 2>> {log} - samtools view -@ {threads} -bS {output.sam} | \\ - samtools sort -@ threads > {output.bam} 2>> {log} - """ - - rule merge_alignments_bam: - input: - lambda wildcards: pbsim3_expand(wildcards, "bam", "bam", "both"), - output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), - log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", - threads: 2 - shell: - "samtools merge -@ {threads} -o {output} {input} &>> {log}" - - -if not multipass: - - rule compress_single_pass_fastq: - input: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq", - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), - params: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq", - threads: 2 - shell: - """ - mv {input} {params} - pigz -p {threads} {params} - """ - - -rule cat_fastq_per_sample: - input: - lambda wildcards: pbsim3_expand(wildcards, "fastq", "fq.gz", "both"), - output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq.gz"), - shell: - "cat {input} > {output}" diff --git a/mess/workflow/rules/simulate/sim_short_reads.smk b/mess/workflow/rules/simulate/sim_short_reads.smk deleted file mode 100644 index fa1d660..0000000 --- a/mess/workflow/rules/simulate/sim_short_reads.smk +++ /dev/null @@ -1,38 +0,0 @@ -art_args = "" -if config["paired"]: - art_args += f"-p -m {config['frag_len']} -s {config['frag_sd']}" -if config["bam"]: - art_args += " -sam" - - -rule art_illumina: - input: - fasta=f"{outdir}/fasta/{{fasta}}.merged", - df=f"{outdir}/cov.tsv", - output: - sam=sam_out, - fastqs=[ - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}2.fq"), - ] - if config["paired"] - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.fq"), - params: - args=art_args, - seq_system=config["profile"], - read_len=config["read_len"], - cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), - seed=lambda wildcards, input: get_value(input.df, wildcards, "seed"), - prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}" - if config["paired"] - else f"{outdir}/fastq/{{sample}}/{{fasta}}1", - log: - f"{outdir}/logs/art_illumina/{{sample}}/{{fasta}}.log", - shell: - """ - art_illumina -ss {params.seq_system} \\ - -i {input.fasta} -rs {params.seed} \\ - -l {params.read_len} -f {params.cov} \\ - -na {params.args} -o {params.prefix} &> {log} - touch {output.sam} - """ From 03df528244b4a9f8e8a03c27177fdfe080bdf87a Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:51:22 +0100 Subject: [PATCH 127/365] moved dir --- mess/workflow/rules/processing/coverages.smk | 23 +++ mess/workflow/rules/processing/fastas.smk | 34 ++++ mess/workflow/rules/processing/reads.smk | 124 +++++++++++++ mess/workflow/rules/simulate/long_reads.smk | 177 +++++++++++++++++++ mess/workflow/rules/simulate/short_reads.smk | 49 +++++ 5 files changed, 407 insertions(+) create mode 100644 mess/workflow/rules/processing/coverages.smk create mode 100644 mess/workflow/rules/processing/fastas.smk create mode 100644 mess/workflow/rules/processing/reads.smk create mode 100644 mess/workflow/rules/simulate/long_reads.smk create mode 100644 mess/workflow/rules/simulate/short_reads.smk diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk new file mode 100644 index 0000000..dbdd835 --- /dev/null +++ b/mess/workflow/rules/processing/coverages.smk @@ -0,0 +1,23 @@ +checkpoint calculate_coverage: + input: + get_assembly_summary_path, + output: + temp( + os.path.join(dir.out.base, "cov.tsv"), + ), + params: + dist=DIST, + mu=MU, + sigma=SIGMA, + total_bases=TOTAL_BASES, + read_len=MEAN_LEN, + pairing=PAIRED, + rep_sd=REP_SD, + seed=SEED, + chunks=CHUNKS, + log: + os.path.join(dir.out.logs, "tables", "cov.tsv"), + benchmark: + os.path.join(dir.out.bench, "tables", "cov.txt") + script: + os.path.join(dir.scripts, "calculate_cov.py") diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk new file mode 100644 index 0000000..5ae9ae1 --- /dev/null +++ b/mess/workflow/rules/processing/fastas.smk @@ -0,0 +1,34 @@ + +rule unzip_fasta: + input: + get_fasta, + output: + temp(os.path.join(dir.out.fasta, "{fasta}.fa")), + benchmark: + os.path.join(dir.out.bench, "fasta", "unzip", "{fasta}.txt") + shell: + "zcat {input} > {output}" + + +rule rename_headers: + input: + os.path.join(dir.out.fasta, "{fasta}.fa"), + output: + temp(os.path.join(dir.out.fasta, "{fasta}.renamed")), + benchmark: + os.path.join(dir.out.bench, "fasta", "rename", "{fasta}.txt") + shell: + """ + cut -f 1 -d" " {input} > {output} + """ + + +rule merge_contigs: + input: + os.path.join(dir.out.fasta, "{fasta}.renamed"), + output: + temp(os.path.join(dir.out.fasta, "{fasta}.merged")), + benchmark: + os.path.join(dir.out.bench, "fasta", "merge", "{fasta}.txt") + script: + os.path.join(dir.scripts, "merge_contigs.py") diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk new file mode 100644 index 0000000..efc88db --- /dev/null +++ b/mess/workflow/rules/processing/reads.smk @@ -0,0 +1,124 @@ +if SEQ_TECH == "illumina": + + rule convert_sam_to_bam: + input: + sam_out, + output: + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}.bam")), + conda: + os.path.join(dir.env, "samtools.yml") + threads: config.resources.med.cpu + benchmark: + os.path.join(dir.out.bench, "samtools", "sam2bam", "{sample}-{fasta}.txt") + log: + os.path.join(dir.out.logs, "samtools", "sam2bam", "{sample}-{fasta}.log"), + shell: + """ + samtools view -@ {threads} -bS {input} | \ + samtools sort -@ {threads} > {output} 2> {log} + """ + + fastq_gz = [ + temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}1.fq.gz")), + temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}2.fq.gz")), + ] + + rule compress_fastq: + input: + fastq_out, + output: + fastq_gz if PAIRED else fastq_gz[0], + params: + prefix=fq_prefix, + threads: config.resources.med.cpu + benchmark: + os.path.join(dir.out.bench, "pigz", "{sample}-{fasta}.txt") + shell: + """ + pigz -p {threads} {params.prefix}*.fq + """ + + +rule merge_bams: + input: + lambda wildcards: list_concat(wildcards, "bam"), + output: + os.path.join(dir.out.bam, "{sample}.bam"), + conda: + os.path.join(dir.env, "samtools.yml") + threads: config.resources.med.cpu + log: + os.path.join(dir.out.logs, "samtools", "merge", "{sample}.log"), + benchmark: + os.path.join(dir.out.bench, "samtools", "merge", "{sample}.txt") + shell: + """ + samtools merge -@ {threads} -o {output} {input} 2> {log} + """ + + +rule index_bam: + input: + os.path.join(dir.out.bam, "{sample}.bam"), + output: + os.path.join(dir.out.bam, "{sample}.bam.bai"), + threads: config.resources.med.cpu + benchmark: + os.path.join(dir.out.bench, "samtools", "index", "{sample}.txt") + shell: + """ + samtools index -@ {threads} {input} + """ + + +rule cat_fastqs: + input: + lambda wildcards: list_concat(wildcards, "fastq"), + output: + temp(os.path.join(dir.out.base, "unshuffled", "{sample}_R{p}.fq.gz")) + if SEQ_TECH == "illumina" + else temp(os.path.join(dir.out.base, "unshuffled", "{sample}.fq.gz")), + benchmark: + os.path.join( + dir.out.bench, "cat", "{sample}_R{p}.txt" + ) if SEQ_TECH == "illumina" else os.path.join( + dir.out.bench, "cat", "{sample}.txt" + ) + shell: + """ + cat {input} > {output} + """ + + +rule shuffle_fastqs: + input: + os.path.join(dir.out.base, "unshuffled", "{sample}_R{p}.fq.gz") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.base, "unshuffled", "{sample}.fq.gz"), + output: + os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.base, "{sample}.fq.gz"), + conda: + os.path.join(dir.env, "seqkit.yml") + params: + lambda wildcards: SHUFFLE[wildcards.sample], + benchmark: + os.path.join( + dir.out.bench, "seqkit", "shuffle", "{sample}_R{p}.txt" + ) if SEQ_TECH == "illumina" else os.path.join( + dir.out.bench, "seqkit", "shuffle", "{sample}.txt" + ) + log: + os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}_R{p}.log") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}.log"), + threads: config.resources.med.cpu + shell: + """ + seqkit \\ + shuffle {input} \\ + -j {threads} \\ + -s {params} \\ + -o {output} 2> {log} + """ diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk new file mode 100644 index 0000000..85a91fc --- /dev/null +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -0,0 +1,177 @@ +multipass = False +if config["passes"] > 1: + multipass = True +if config["seq_tech"] == "pacbio": + model = "QSHMM-RSII" + ratio = "6:55:39" + if config["profile"] == "sequel": + ratio = "22:45:33" +elif config["seq_tech"] == "nanopore": + ratio = "39:24:36" + if config["profile"] == "R10.4": + model = "QSHMM-ONT-HQ" + elif config["profile"] == "R10.3": + model = "QSHMM-ONT" + + +wildcard_constraints: + contig="[0-9]+", + sample="[^/]+", + fasta="[^/-]+", + chunk="[0-9]+", + + +rule chunk_fasta: + input: + f"{outdir}/fasta/{{fasta}}.renamed", + output: + temp(f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa"), + shell: + "cp {input} {output}" + + +rule pbsim3: + input: + fa=f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa", + df=f"{outdir}/cov.tsv", + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam") + if multipass + else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref"), + params: + model=model, + ratio=ratio, + meanlen=config["read_len"], + lensd=config["read_sd"], + minlen=config["min_len"], + maxlen=config["max_len"], + passes=config["passes"], + accuracy=config["accuracy"], + cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), + seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), + prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}", + log: + f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + shell: + """ + pbsim --strategy wgs --method qshmm \\ + --difference-ratio {params.ratio} \\ + --length-min {params.minlen} \\ + --length-max {params.maxlen} \\ + --length-mean {params.meanlen} \\ + --length-sd {params.lensd} \\ + --prefix {params.prefix} \\ + --seed {params.seed} \\ + --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ + --pass-num {params.passes} \\ + --accuracy-mean {params.accuracy} \\ + --depth {params.cov} --genome {input.fa} &> {log} + """ + + +tmpdir = os.path.join(outdir, "tmp") + +if multipass: + + rule ccs_sam_to_bam: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam", + output: + temp(f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam"), + log: + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam.log", + shell: + "samtools view -bS {input} | samtools sort > {output} 2> {log}" + + rule ccs_bam_to_fastq: + input: + f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam", + output: + fq=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), + json=temp( + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.zmw_metrics.json.gz" + ), + log: + f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + params: + passes=config["passes"], + accuracy=config["accuracy"], + resources: + tmpdir=tmpdir, + shell: + """ + MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ + ccs --min-passes {params.passes} \\ + --min-rq {params.accuracy} {input} {output.fq} --report-file {log} + """ + + +if config["bam"]: + + rule add_reference_name: + input: + maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", + fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref", + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), + params: + seqname=lambda wildcards, input: get_header(input.fa), + shell: + """ + sed 's/ref/{params.seqname}/g' {input.maf} > {output} + """ + + rule convert_maf_to_bam: + input: + f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", + output: + sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam"), + bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + threads: 2 + shell: + """ + bioconvert {input} {output.sam} 2>> {log} + samtools view -@ {threads} -bS {output.sam} | \\ + samtools sort -@ threads > {output.bam} 2>> {log} + """ + + rule merge_alignments_bam: + input: + lambda wildcards: pbsim3_expand(wildcards, "bam", "bam", "both"), + output: + temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + log: + f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", + threads: 2 + shell: + "samtools merge -@ {threads} -o {output} {input} &>> {log}" + + +if not multipass: + + rule compress_single_pass_fastq: + input: + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq", + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), + params: + f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq", + threads: 2 + shell: + """ + mv {input} {params} + pigz -p {threads} {params} + """ + + +rule cat_fastq_per_sample: + input: + lambda wildcards: pbsim3_expand(wildcards, "fastq", "fq.gz", "both"), + output: + temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq.gz"), + shell: + "cat {input} > {output}" diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk new file mode 100644 index 0000000..eb80e3a --- /dev/null +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -0,0 +1,49 @@ +art_args = "" +if PAIRED: + art_args += f"-p -m {MAX_LEN} -s {SD_LEN}" +if BAM: + art_args += " -sam" + + +sam_out = [] +if BAM and PAIRED: + sam_out = temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}.sam")) +elif BAM and not PAIRED: + sam_out = temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}1.sam")) +if not BAM: + sam_out = temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}.txt")) + +fastq_out = [ + temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}1.fq")), + temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}2.fq")), +] +fq_prefix = os.path.join(dir.out.fastq, "{sample}", "{fasta}") +if not PAIRED: + fastq_out = fastq_out[0] + fq_prefix = os.path.join(dir.out.fastq, "{sample}", "{fasta}1") + + +rule art_illumina: + input: + fasta=os.path.join(dir.out.fasta, "{fasta}.merged"), + df=os.path.join(dir.out.base, "cov.tsv"), + output: + sam=sam_out, + fastqs=fastq_out, + params: + args=art_args, + system=SEQ_TECH, + read_len=MEAN_LEN, + cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), + seed=lambda wildcards, input: get_value(input.df, wildcards, "seed"), + prefix=fq_prefix, + log: + f"{outdir}/logs/art_illumina/{{sample}}/{{fasta}}.log", + shell: + """ + art_illumina -ss {params.system} \\ + -i {input.fasta} -rs {params.seed} \\ + -l {params.read_len} -f {params.cov} \\ + -na {params.args} -o {params.prefix} &> {log} + touch {output.sam} + """ From 1271637ea511a43fdce74c6bcd8b03a2f0039bc7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:51:33 +0100 Subject: [PATCH 128/365] added simulate snakefile --- mess/workflow/simulate.smk | 89 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 89 insertions(+) create mode 100644 mess/workflow/simulate.smk diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk new file mode 100644 index 0000000..4c2a002 --- /dev/null +++ b/mess/workflow/simulate.smk @@ -0,0 +1,89 @@ +""" +Snakefile for simulating reads +""" +import attrmap as ap + + +# config file +configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") + + +config = ap.AttrMap(config) + + +# functions +include: os.path.join("rules", "preflight", "functions.smk") +# directories +include: os.path.join("rules", "preflight", "directories.smk") + + +# common options +INPUT = os.path.abspath(str(config.args.input)) +OUTPUT = config.args.output +LOG = os.path.join(OUTPUT, "mess.log") +THREADS = config.args.threads + + +# read sample table +include: os.path.join("rules", "preflight", "read_samples.smk") + + +# replicates options +REPLICATES = list(range(1, config.args.replicates + 1)) +REP_SD = config.args.rep_sd +CHUNKS = [f"{x+1:03}" for x in range(config.args.chunks)] + + +# make replicates table +include: os.path.join("rules", "preflight", "get_replicates.smk") +# process fasta +include: os.path.join("rules", "processing", "fastas.smk") + + +# coverage options +TOTAL_BASES = config.args.total_bases +PAIRED = config.args.paired +if PAIRED: + PAIRS = [1, 2] +else: + PAIRS = [1] + +DIST = config.args.dist +MU = config.args.mu +SIGMA = config.args.sigma +MEAN_LEN = config.args.mean_len + + +# calculate coverages +include: os.path.join("rules", "processing", "coverages.smk") + + +# simulators options +SEQ_TECH = config.args.seq_tech +BAM = config.args.bam +PASSES = config.args.passes +ACCURACY = config.args.accuracy +MIN_LEN = config.args.min_len +MAX_LEN = config.args.max_len +SD_LEN = config.args.sd_len +# simulate reads +if SEQ_TECH == "illumina": + + include: os.path.join("rules", "simulate", "short_reads.smk") + +else: + + include: os.path.join("rules", "simulate", "long_reads.smk") + + +# process reads +SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) + + +include: os.path.join("rules", "processing", "reads.smk") + + +# define the rule all +rule simulate: + input: + TargetSimreads, From 625c964c619b8b46c4e5c944d4f4f725f092a977 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:51:51 +0100 Subject: [PATCH 129/365] added samtools env --- mess/workflow/envs/samtools.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/samtools.yml diff --git a/mess/workflow/envs/samtools.yml b/mess/workflow/envs/samtools.yml new file mode 100644 index 0000000..9da0452 --- /dev/null +++ b/mess/workflow/envs/samtools.yml @@ -0,0 +1,5 @@ +name: samtools +channels: + - bioconda +dependencies: + - samtools >= 1.18 \ No newline at end of file From fa6e2af7373cba3c8ff7face2e09785c10cfa4ec Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:52:00 +0100 Subject: [PATCH 130/365] added seqkit env --- mess/workflow/envs/seqkit.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/seqkit.yml diff --git a/mess/workflow/envs/seqkit.yml b/mess/workflow/envs/seqkit.yml new file mode 100644 index 0000000..6e15d05 --- /dev/null +++ b/mess/workflow/envs/seqkit.yml @@ -0,0 +1,5 @@ +name: seqkit +channels: + - bioconda +dependencies: + - seqkit >= 2.6.0 From 194bd85ebc1b79b7c24b41b9d3789df146180710 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:52:29 +0100 Subject: [PATCH 131/365] moved calculate_coverage --- .../rules/preflight/get_replicates.smk | 44 ++----------------- 1 file changed, 3 insertions(+), 41 deletions(-) diff --git a/mess/workflow/rules/preflight/get_replicates.smk b/mess/workflow/rules/preflight/get_replicates.smk index 2453439..6106d0d 100644 --- a/mess/workflow/rules/preflight/get_replicates.smk +++ b/mess/workflow/rules/preflight/get_replicates.smk @@ -1,32 +1,22 @@ -# samples and replicates tables - -import pandas as pd +# Get replicates, calculate coverage import os import numpy as np -from itertools import chain -import glob - -SEED = config.args.seed # Set seed for replicates np.random.seed(SEED) -# Read input path - # Duplicate each sample by the number of replicates -REPLICATES = list(range(1, config.args.replicates + 1)) SAMPLES_DF = DFS.reindex(DFS.index.repeat(len(REPLICATES))) - # add replicate column SAMPLES_DF["rep"] = REPLICATES * len(dfs) SAMPLES_DF["samplename"] = [ sample + "-" + str(rep) for sample, rep in zip(SAMPLES_DF["sample"], SAMPLES_DF["rep"]) ] + SAMPLES_DF.drop(["sample", "rep"], axis=1, inplace=True) SAMPLES = list(set(SAMPLES_DF["samplename"])) accepted_cols = ["proportion", "reads", "bases", "cov_sim"] -REP_SD = config.args.rep_sd for col in accepted_cols: try: SAMPLES_DF[f"{col}"] = [ @@ -34,35 +24,7 @@ for col in accepted_cols: ] except KeyError: continue + SAMPLES_DF.reset_index(inplace=True, drop=True) -CHUNKS = [f"{x+1:03}" for x in range(config.args.chunks)] SAMPLES_DF = SAMPLES_DF.reindex(SAMPLES_DF.index.repeat(len(CHUNKS))) SAMPLES_DF["chunk"] = CHUNKS * len(CHUNKS) - - -rule samples_table: - input: - os.path.join(dir.out.base, "cov.tsv"), - - -checkpoint calculate_coverage: - input: - asm=lambda wildcards: get_assembly_summary_path(wildcards), - output: - temp( - os.path.join(dir.out.base, "cov.tsv"), - ), - params: - dist=config.args.dist, - mu=config.args.mu, - sigma=config.args.sigma, - total_bases=config.args.total_bases, - read_len=config.args.read_len, - pairing=config.args.paired, - rep_sd=config.args.rep_sd, - seed=config.args.seed, - chunks=CHUNKS, - log: - os.path.join(dir.out.logs, "tables/cov.tsv"), - script: - "calculate_cov.py" From 3dfdcfc5a33702550f138a3e6fc7a2b2c3a1b0bd Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:52:45 +0100 Subject: [PATCH 132/365] added log file copy --- mess/workflow/download.smk | 36 +++++++++++++++++++++++++++--------- 1 file changed, 27 insertions(+), 9 deletions(-) diff --git a/mess/workflow/download.smk b/mess/workflow/download.smk index 4daae11..40fe5a1 100644 --- a/mess/workflow/download.smk +++ b/mess/workflow/download.smk @@ -2,33 +2,51 @@ Snakefile for downloading assemblies """ import attrmap as ap +import os +import glob -# config file -configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") +# Concatenate Snakemake's own log file with the master log file +def copy_log_file(): + files = glob.glob(os.path.join(".snakemake", "log", "*.snakemake.log")) + if not files: + return None + current_log = max(files, key=os.path.getmtime) + shell("cat " + current_log + " >> " + LOG) -config = ap.AttrMap(config) +onsuccess: + copy_log_file() -# variables +onerror: + copy_log_file() -# functions -include: os.path.join("rules", "preflight", "functions.smk") -# directories -include: os.path.join("rules", "preflight", "directories.smk") + +# config file +configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") + + +config = ap.AttrMap(config) # variables INPUT = os.path.abspath(str(config.args.input)) +OUTPUT = config.args.output +LOG = os.path.join(OUTPUT, "mess.log") +THREADS = config.args.threads NCBI_EMAIL = config.args.ncbi_email NCBI_KEY = config.args.ncbi_key +# functions +include: os.path.join("rules", "preflight", "functions.smk") +# directories +include: os.path.join("rules", "preflight", "directories.smk") # read sample include: os.path.join("rules", "preflight", "read_samples.smk") # targets -include: os.path.join("rules", "preflight", "target_downloads.smk") +include: os.path.join("rules", "preflight", "targets_download.smk") # assembly_finder include: os.path.join("rules", "download", "assembly_finder.smk") From 2595904997decd2adad228dc4cca88203651d2e4 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 13:53:01 +0100 Subject: [PATCH 133/365] added dirs --- mess/workflow/rules/preflight/directories.smk | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/mess/workflow/rules/preflight/directories.smk b/mess/workflow/rules/preflight/directories.smk index 2ee0719..b0b699a 100644 --- a/mess/workflow/rules/preflight/directories.smk +++ b/mess/workflow/rules/preflight/directories.smk @@ -21,6 +21,11 @@ try: except (KeyError, AssertionError): dir.out.base = "results" +# Outdirs +dir.out.fasta = os.path.join(dir.out.base, "fasta") +dir.out.fastq = os.path.join(dir.out.base, "fastq") +dir.out.bam = os.path.join(dir.out.base, "bam") + # Logs versions and benchmarks dir.out.bench = os.path.join(dir.out.base, "benchmarks") dir.out.logs = os.path.join(dir.out.base, "logs") From de404e2ebe02c4448dbbf6372f9315210755f194 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:35:28 +0100 Subject: [PATCH 134/365] update simulate command --- mess/__main__.py | 48 +++++++++++++++++++++++++++++++----------------- 1 file changed, 31 insertions(+), 17 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 7c7c308..17ce811 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -48,10 +48,11 @@ def common_options(func): """ options = [ click.option( + "-o", "--output", help="Output directory", type=click.Path(dir_okay=True, writable=True, readable=True), - default="mess.out", + default="mess_out", show_default=True, ), click.option( @@ -231,19 +232,31 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): @click.command() -@click.option("-i", "--input", help="Input file/directory", type=str, required=True) +@click.option("-i", "--input", help="path to sample sheet(s)", type=str, required=True) +@click.option( + "--fasta", + help="path to fasta file/directory", + type=str, + required=True, +) +@click.option( + "--asm-summary", + help="path to assembly summary table (contains taxid, genome_size and contig_counts)", + type=str, + required=True, +) @click.option( "--tech", help="sequencing technology", type=click.Choice(["illumina", "pacbio", "nanopore"], case_sensitive=False), - default="nanopore", + default="illumina", show_default=True, ) @click.option( "--paired", help="illumina reads pairing", type=bool, - default=False, + default=True, show_default=True, ) @click.option( @@ -253,25 +266,20 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): ["art", "pbsim3"], case_sensitive=False, ), - default="pbsim3", + default="art", show_default=True, ) @click.option( - "--profile", + "--error-profile", help="choose simulator profile", type=click.Choice( - profiles["nanopore"]["pbsim3"], + profiles["illumina"]["art"], case_sensitive=False, ), - default="r10.4", + default=profiles["illumina"]["art"][0], show_default=True, ) -@click.option( - "--fasta", - help="path to fasta file/directory", - type=str, - required=True, -) + @click.option( "--chunks", help="split genome simulations into n chunks", @@ -344,21 +352,21 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): "--max-len", help="maximum read length for long read sequencing", type=int, - default=1000000, + default=300, show_default=True, ) @click.option( "--mean-len", help="mean read length for long and short read sequencing", type=int, - default=9000, + default=150, show_default=True, ) @click.option( "--sd-len", help="standard read length deviation for long read sequencing", type=int, - default=7000, + default=50, show_default=True, ) @click.option( @@ -381,6 +389,9 @@ def simulate( output, log, fasta, + asm_summary, + tech, + error_profile, chunks, replicates, rep_sd, @@ -407,6 +418,9 @@ def simulate( "output": output, "log": log, "fasta": fasta, + "tech": tech, + "error_profile": error_profile, + "asm_summary": asm_summary, "chunks": chunks, "replicates": replicates, "rep_sd": rep_sd, From 33a59d90f3042ceb2ec5ff71f6caeef2c9bdf14a Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:35:37 +0100 Subject: [PATCH 135/365] update config --- mess/config/config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/config/config.yaml b/mess/config/config.yaml index 0632908..69d5b78 100644 --- a/mess/config/config.yaml +++ b/mess/config/config.yaml @@ -6,7 +6,7 @@ resources: time: "23:59:00" # Max runtime (allows to set max time for the scheduler via snakemake profiles) med: mem: 16000 # Memory for most jobs in megabytes - cpu: 6 # CPUs for most jobs in megabytes + cpu: 3 # CPUs for most jobs in megabytes time: "08:00:00" # Max runtime for medium jobs (relevant for scheduler) sml: mem: 4000 From 2bb2f3cb768bc12428603abc56a954f2ff470ac5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:36:33 +0100 Subject: [PATCH 136/365] update simulate --- mess/workflow/simulate.smk | 29 ++++++++++++++++++----------- 1 file changed, 18 insertions(+), 11 deletions(-) diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 4c2a002..143715d 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -11,6 +11,13 @@ configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") config = ap.AttrMap(config) +wildcard_constraints: + contig="[0-9]+", + sample="[^/]+", + fasta="[^/]+", + chunk="[0-9]+", + + # functions include: os.path.join("rules", "preflight", "functions.smk") # directories @@ -23,24 +30,20 @@ OUTPUT = config.args.output LOG = os.path.join(OUTPUT, "mess.log") THREADS = config.args.threads - -# read sample table -include: os.path.join("rules", "preflight", "read_samples.smk") - - -# replicates options +# samples and replicates options REPLICATES = list(range(1, config.args.replicates + 1)) +SAMPLES = parse_samples(INPUT, REPLICATES) +SEED = config.args.seed REP_SD = config.args.rep_sd CHUNKS = [f"{x+1:03}" for x in range(config.args.chunks)] -# make replicates table -include: os.path.join("rules", "preflight", "get_replicates.smk") -# process fasta -include: os.path.join("rules", "processing", "fastas.smk") +# aggregate samples tables and make replicates +include: os.path.join("rules", "preflight", "samples.smk") # coverage options +ASM_SUMMARY = config.args.asm_summary TOTAL_BASES = config.args.total_bases PAIRED = config.args.paired if PAIRED: @@ -56,10 +59,13 @@ MEAN_LEN = config.args.mean_len # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") +# process fasta +include: os.path.join("rules", "processing", "fastas.smk") # simulators options -SEQ_TECH = config.args.seq_tech +SEQ_TECH = config.args.tech +PROFILE = config.args.error_profile BAM = config.args.bam PASSES = config.args.passes ACCURACY = config.args.accuracy @@ -81,6 +87,7 @@ SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) include: os.path.join("rules", "processing", "reads.smk") +include: os.path.join("rules", "preflight", "targets_simulate.smk") # define the rule all From 1f1f21da275eb96e89e07286d9fa063c277da9c7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:36:42 +0100 Subject: [PATCH 137/365] added art env --- mess/workflow/envs/art.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/art.yml diff --git a/mess/workflow/envs/art.yml b/mess/workflow/envs/art.yml new file mode 100644 index 0000000..e80d7f6 --- /dev/null +++ b/mess/workflow/envs/art.yml @@ -0,0 +1,5 @@ +name: assembly_finder +channels: + - bioconda +dependencies: + - art >= 2016.06.05 From 7b8346750f14caf9f01e6fdd99c7d972d65e1b42 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:37:20 +0100 Subject: [PATCH 138/365] added parse_samples function, updated dirs --- mess/workflow/rules/preflight/functions.smk | 103 +++++++++----------- 1 file changed, 45 insertions(+), 58 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index b56ad7e..f971ea8 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -13,20 +13,45 @@ def list_files(indir, extensions): return list(chain.from_iterable(files)) -def get_fasta_dir(): +def parse_samples(indir, replicates): + if os.path.isfile(indir): + files = indir + else: + files = glob.glob(f"{indir}/*.tsv") + + samples = [] + for file in files: + try: + samples.append( + list(pd.read_csv(file, sep="\t")["sample"].drop_duplicates()) + ) + except KeyError: + samples.append(os.path.basename(file).split(".")[0]) + products = list(product(samples, replicates)) + return [prod[0] + "-" + str(prod[1]) for prod in products] + + +def get_fasta(wildcards): try: checkpoint_dir = os.path.dirname( checkpoints.download_assemblies.get(**wildcards).output[0] ) - fasta_dir = os.path.join(checkpoint_dir, "assemblies") + fasta_dir = os.path.asbpath(os.path.join(checkpoint_dir, "assemblies")) + ext = "fna" except AttributeError: - fasta_dir = os.path.abspath(config["fasta_dir"]) - return fasta_dir + fasta_dir = os.path.abspath(config.args.fasta) + fastas = list_files(fasta_dir, "gz") + ext = list(set([os.path.basename(fa).split(".")[-2] for fa in fastas])) + if len(ext) > 1: + logging.error("Fastas do not have the same extensions") + else: + ext = ext[0] + return os.path.join(fasta_dir, f"{{fasta}}.{ext}.gz") def get_value(table, wildcards, value): - if config["seq_tech"] == "illumina": + if SEQ_TECH == "illumina": df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) val = df.loc[wildcards.sample].loc[wildcards.fasta][value] else: @@ -46,50 +71,28 @@ def get_assembly_summary_path(wildcards): checkpoints.download_assemblies.get(**wildcards).output[0] ) except AttributeError: - table = os.path.abspath(config["asm_summary"]) + table = os.path.abspath(ASM_SUMMARY) return table -# fasta_dir = get_fasta_dir() -# fasta_list = list_files(fasta_dir, "fasta.gz,fa.gz,fna.gz") -# fasta_names = [os.path.basename(fa).split(".fna.gz")[0] for fa in fasta_list] - -# if config["paired"]: -# pairs = [1, 2] -# else: -# pairs = [1] - - -# sam_out = [] -# if config["bam"] and config["paired"]: -# sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.sam") -# elif config["bam"] and config["paired"] == False: -# sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}1.sam") -# if config["bam"] == False: -# sam_out = temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.txt") - - def list_concat(wildcards, ext): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) fastas = list(set(df.loc[wildcards.sample].index)) if ext == "fastq": - if config["seq_tech"] == "illumina": + if SEQ_TECH == "illumina": return expand( - "{outdir}/fastq/{{sample}}/{fasta}{{p}}.fq.gz", - outdir=outdir, + os.path.join(dir.out.fastq, "{{sample}}", "{fasta}{{p}}.fq.gz"), fasta=fastas, ) else: return expand( - "{outdir}/fastq/{{sample}}/{fasta}.fq.gz", - outdir=outdir, + os.path.join(dir.out.fastq, "{{sample}}", "{fasta}.fq.gz"), fasta=fastas, ) elif ext == "bam": return expand( - "{outdir}/bam/{{sample}}/{fasta}.bam", - outdir=outdir, + os.path.join(dir.out.fastq, "{{sample}}", "{fasta}.bam"), fasta=fastas, ) @@ -102,7 +105,7 @@ def get_header(fa): return seqid.replace(">", "") -def pbsim3_expand(wildcards, subdir, ext, file_type): +def pbsim3_expand(wildcards, subdir, ext): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) try: @@ -110,28 +113,12 @@ def pbsim3_expand(wildcards, subdir, ext, file_type): except AttributeError: n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"]) contigs = [f"{x+1:04}" for x in range(n)] - if file_type == "chunks": - return expand( - "{outdir}/{d}/{{sample}}/{{fasta}}-{chunk}_{{contig}}.{ext}", - outdir=outdir, - chunk=CHUNKS, - ext=ext, - d=subdir, - ) - elif file_type == "contigs": - return expand( - "{outdir}/{d}/{{sample}}/{{fasta}}_{contig}.{ext}", - outdir=outdir, - contig=contigs, - ext=ext, - d=subdir, - ) - elif file_type == "both": - return expand( - "{outdir}/{d}/{{sample}}/{{fasta}}-{chunk}_{contig}.{ext}", - outdir=outdir, - chunk=CHUNKS, - contig=contigs, - ext=ext, - d=subdir, - ) + return expand( + os.path.join( + dir.out.base, ext, "{{sample}}", "{{fasta}}-{chunk}_{contig}.{ext}" + ), + chunk=CHUNKS, + contig=contigs, + ext=ext, + subdir=subdir, + ) From a70beb3522820fb879d54cde834ab3170828d0bb Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:37:35 +0100 Subject: [PATCH 139/365] removed rules --- .../rules/preflight/get_replicates.smk | 30 ------------------- .../workflow/rules/preflight/read_samples.smk | 16 ---------- 2 files changed, 46 deletions(-) delete mode 100644 mess/workflow/rules/preflight/get_replicates.smk delete mode 100644 mess/workflow/rules/preflight/read_samples.smk diff --git a/mess/workflow/rules/preflight/get_replicates.smk b/mess/workflow/rules/preflight/get_replicates.smk deleted file mode 100644 index 6106d0d..0000000 --- a/mess/workflow/rules/preflight/get_replicates.smk +++ /dev/null @@ -1,30 +0,0 @@ -# Get replicates, calculate coverage -import os -import numpy as np - -# Set seed for replicates -np.random.seed(SEED) -# Duplicate each sample by the number of replicates -SAMPLES_DF = DFS.reindex(DFS.index.repeat(len(REPLICATES))) -# add replicate column -SAMPLES_DF["rep"] = REPLICATES * len(dfs) -SAMPLES_DF["samplename"] = [ - sample + "-" + str(rep) - for sample, rep in zip(SAMPLES_DF["sample"], SAMPLES_DF["rep"]) -] - -SAMPLES_DF.drop(["sample", "rep"], axis=1, inplace=True) -SAMPLES = list(set(SAMPLES_DF["samplename"])) -accepted_cols = ["proportion", "reads", "bases", "cov_sim"] - -for col in accepted_cols: - try: - SAMPLES_DF[f"{col}"] = [ - np.random.normal(val, REP_SD) for val in SAMPLES_DF[f"{col}"] - ] - except KeyError: - continue - -SAMPLES_DF.reset_index(inplace=True, drop=True) -SAMPLES_DF = SAMPLES_DF.reindex(SAMPLES_DF.index.repeat(len(CHUNKS))) -SAMPLES_DF["chunk"] = CHUNKS * len(CHUNKS) diff --git a/mess/workflow/rules/preflight/read_samples.smk b/mess/workflow/rules/preflight/read_samples.smk deleted file mode 100644 index f78b8ad..0000000 --- a/mess/workflow/rules/preflight/read_samples.smk +++ /dev/null @@ -1,16 +0,0 @@ -if os.path.isfile(INPUT): - files = INPUT -else: - files = list_files(INPUT, "tsv") -# concat tables into one and add sample columns -dfs = [] -for file in files: - df = pd.read_csv(file, sep="\t") - dfs.append(df) - try: - samples = list(set(df["sample"])) - except KeyError: - sample = os.path.basename(file).split(".")[0] - df["sample"] = [sample] * len(df) - -DFS = pd.concat(dfs).reset_index(drop=True).sort_values("sample") From 183fb9d315cd3a2906ec99fee82cf008a1345fb3 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:37:50 +0100 Subject: [PATCH 140/365] added samples table rule --- mess/workflow/rules/preflight/samples.smk | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 mess/workflow/rules/preflight/samples.smk diff --git a/mess/workflow/rules/preflight/samples.smk b/mess/workflow/rules/preflight/samples.smk new file mode 100644 index 0000000..906ebf4 --- /dev/null +++ b/mess/workflow/rules/preflight/samples.smk @@ -0,0 +1,11 @@ +rule samples_table: + output: + temp(os.path.join(dir.out.base, "samples.tsv")), + params: + input=INPUT, + seed=SEED, + chunks=CHUNKS, + replicates=REPLICATES, + rep_sd=REP_SD, + script: + os.path.join(dir.scripts, "samples.py") From daa229610db7013be869f9020c8af0188133d16d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:38:38 +0100 Subject: [PATCH 141/365] update dirs and added cov table in targets --- mess/workflow/rules/preflight/targets_simulate.smk | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index 2134d00..5dd785c 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -3,22 +3,22 @@ All simulated reads are declared here """ -def list_reads(): +def list_reads(wildcards): if SEQ_TECH == "illumina": reads = expand( - os.path.join(dir.out.base, "fastq", "{sample}_R{p}.fq.gz"), + os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz"), sample=SAMPLES, p=PAIRS, ) else: reads = expand( - os.path.join(dir.out.base, "fastq", "{sample}.fq.gz"), + os.path.join(dir.out.fastq, "{sample}.fq.gz"), sample=SAMPLES, ) if BAM: bams = expand( - os.path.join(dir.out.base, "bam", "{sample}.{bam}"), + os.path.join(dir.out.bam, "{sample}.{bam}"), sample=SAMPLES, bam=["bam", "bam.bai"], ) @@ -26,4 +26,4 @@ def list_reads(): return reads -TargetSimreads = list_reads +TargetSimreads = [list_reads, os.path.join(dir.out.base, "cov.tsv")] From e84c92b84ea2195f8e05182a516ad4b7d26ce172 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:38:56 +0100 Subject: [PATCH 142/365] update rule --- mess/workflow/rules/processing/coverages.smk | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index dbdd835..510ba04 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -1,6 +1,7 @@ checkpoint calculate_coverage: input: - get_assembly_summary_path, + df=os.path.join(dir.out.base, "samples.tsv"), + asm=get_assembly_summary_path, output: temp( os.path.join(dir.out.base, "cov.tsv"), @@ -12,9 +13,7 @@ checkpoint calculate_coverage: total_bases=TOTAL_BASES, read_len=MEAN_LEN, pairing=PAIRED, - rep_sd=REP_SD, seed=SEED, - chunks=CHUNKS, log: os.path.join(dir.out.logs, "tables", "cov.tsv"), benchmark: From 8d8f5eabeb0bc062179e619aa0b456777bce8b0a Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:39:26 +0100 Subject: [PATCH 143/365] corrected fastq outdir --- mess/workflow/rules/processing/reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index efc88db..621d84f 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -98,7 +98,7 @@ rule shuffle_fastqs: output: os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") if SEQ_TECH == "illumina" - else os.path.join(dir.out.base, "{sample}.fq.gz"), + else os.path.join(dir.out.fastq, "{sample}.fq.gz"), conda: os.path.join(dir.env, "seqkit.yml") params: From c0b408f84c5567fdfeedcdeec3cf75337a4a0c55 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:39:58 +0100 Subject: [PATCH 144/365] added conda env and benchmark --- mess/workflow/rules/simulate/short_reads.smk | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index eb80e3a..7bad46c 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -30,15 +30,19 @@ rule art_illumina: output: sam=sam_out, fastqs=fastq_out, + conda: + os.path.join(dir.env, "art.yml") params: args=art_args, - system=SEQ_TECH, + system=PROFILE, read_len=MEAN_LEN, cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), - seed=lambda wildcards, input: get_value(input.df, wildcards, "seed"), + seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), prefix=fq_prefix, + benchmark: + os.path.join(dir.out.bench, "art", "{sample}", "{fasta}.txt") log: - f"{outdir}/logs/art_illumina/{{sample}}/{{fasta}}.log", + os.path.join(dir.out.logs, "art", "{sample}", "{fasta}.log"), shell: """ art_illumina -ss {params.system} \\ From 161ed21757211febd0527a283066f929e01ba45b Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:40:19 +0100 Subject: [PATCH 145/365] removed logging, added entry table --- mess/workflow/scripts/calculate_cov.py | 12 +----------- 1 file changed, 1 insertion(+), 11 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 08dc579..8263d85 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -2,7 +2,6 @@ import pandas as pd import numpy as np -import logging import os from humanfriendly import parse_size import random @@ -30,13 +29,6 @@ def get_even_dist(df, cols): """ Main """ -# Set logging -logging.basicConfig( - format="%(asctime)s %(levelname)s %(message)s", - datefmt="%d %b %Y %H:%M:%S", - filename=snakemake.log[0], - level=logging.DEBUG, -) # Set seed for distributions np.random.seed(snakemake.params.seed) @@ -51,9 +43,7 @@ def get_even_dist(df, cols): # Get table with assembly genomsizes and their taxonomy -entry_df = pd.read_csv( - snakemake.input.entry, sep="\t", dtype={"entry": object, "chunk": object} -) +entry_df = pd.read_csv(snakemake.input.df, sep="\t",dtype={"entry": object}) asm_df = pd.read_csv(snakemake.input.asm, sep="\t", dtype={"entry": object}) df = entry_df.merge(asm_df, on="entry") From a1b097d23e1240e62f5681cee5b5aeb0d0bb218d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 20 Dec 2023 17:40:29 +0100 Subject: [PATCH 146/365] added samples script --- mess/workflow/scripts/samples.py | 50 ++++++++++++++++++++++++++++++++ 1 file changed, 50 insertions(+) create mode 100644 mess/workflow/scripts/samples.py diff --git a/mess/workflow/scripts/samples.py b/mess/workflow/scripts/samples.py new file mode 100644 index 0000000..7e3685b --- /dev/null +++ b/mess/workflow/scripts/samples.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python3 +import pandas as pd +import numpy as np +import os +import glob + +if os.path.isfile(snakemake.params.input): + files = snakemake.params.input +else: + files = glob.glob(f"{snakemake.params.input}/*.tsv") +# concat tables into one and add sample columns +dfs = [] +for file in files: + df = pd.read_csv(file, sep="\t") + dfs.append(df) + try: + samples = list(set(df["sample"])) + except KeyError: + sample = os.path.basename(file).split(".")[0] + df["sample"] = [sample] * len(df) + +dfs = pd.concat(dfs).reset_index(drop=True).sort_values("sample") + +# Set seed for replicates +np.random.seed(snakemake.params.seed) +# Duplicate each sample by the number of replicates + +samples_df = dfs.reindex(dfs.index.repeat(len(snakemake.params.replicates))) +# add replicate column +samples_df["rep"] = snakemake.params.replicates * len(samples_df) +samples_df["samplename"] = [ + sample + "-" + str(rep) + for sample, rep in zip(samples_df["sample"], samples_df["rep"]) +] + +samples_df.drop(["sample", "rep"], axis=1, inplace=True) +accepted_cols = ["proportion", "reads", "bases", "cov_sim"] + +for col in accepted_cols: + try: + samples_df[f"{col}"] = [ + np.random.normal(val, snakemake.params.rep_sd) for val in samples_df[f"{col}"] + ] + except KeyError: + continue + +samples_df.reset_index(inplace=True, drop=True) +samples_df = samples_df.reindex(samples_df.index.repeat(len(snakemake.params.chunks))) +samples_df["chunk"] = snakemake.params.chunks * len(samples_df) +samples_df.to_csv(snakemake.output[0], sep="\t", index=None) From 362acb3d99fe21cc90beb72b701aaa9c01a6e0f7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:54:01 +0100 Subject: [PATCH 147/365] renamed samples_tables to replicates_tables --- mess/workflow/rules/processing/coverages.smk | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index 510ba04..fd4320e 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -1,6 +1,19 @@ +rule replicates_table: + input: + os.path.join(dir.out.base, "samples.tsv"), + output: + temp(os.path.join(dir.out.base, "replicates.tsv")), + params: + seed=SEED, + replicates=REPLICATES, + rep_sd=REP_SD, + script: + os.path.join(dir.scripts, "replicates.py") + + checkpoint calculate_coverage: input: - df=os.path.join(dir.out.base, "samples.tsv"), + df=os.path.join(dir.out.base, "replicates.tsv"), asm=get_assembly_summary_path, output: temp( From 65bda5e19843a5cc28f1a320f5d67109a203407f Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:54:17 +0100 Subject: [PATCH 148/365] create new aggregate_samples rule --- mess/workflow/rules/preflight/samples.smk | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/mess/workflow/rules/preflight/samples.smk b/mess/workflow/rules/preflight/samples.smk index 906ebf4..87b9759 100644 --- a/mess/workflow/rules/preflight/samples.smk +++ b/mess/workflow/rules/preflight/samples.smk @@ -1,11 +1,7 @@ -rule samples_table: +rule aggregate_samples: output: temp(os.path.join(dir.out.base, "samples.tsv")), params: - input=INPUT, - seed=SEED, - chunks=CHUNKS, - replicates=REPLICATES, - rep_sd=REP_SD, + INPUT, script: os.path.join(dir.scripts, "samples.py") From 7df56025228144f3dfd69895e0eae2607b2a0c36 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:54:37 +0100 Subject: [PATCH 149/365] added new directories --- mess/workflow/rules/preflight/directories.smk | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/mess/workflow/rules/preflight/directories.smk b/mess/workflow/rules/preflight/directories.smk index b0b699a..2c841c7 100644 --- a/mess/workflow/rules/preflight/directories.smk +++ b/mess/workflow/rules/preflight/directories.smk @@ -23,9 +23,13 @@ except (KeyError, AssertionError): # Outdirs dir.out.fasta = os.path.join(dir.out.base, "fasta") +dir.out.cat = os.path.join(dir.out.base, "cat") +dir.out.short = os.path.join(dir.out.base, "short") +dir.out.long = os.path.join(dir.out.base, "long") dir.out.fastq = os.path.join(dir.out.base, "fastq") dir.out.bam = os.path.join(dir.out.base, "bam") + # Logs versions and benchmarks dir.out.bench = os.path.join(dir.out.base, "benchmarks") dir.out.logs = os.path.join(dir.out.base, "logs") From 8dc5b9796c253273fa1ba0f4d2f6d7b5b0cbbe5d Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:54:57 +0100 Subject: [PATCH 150/365] corrected samples rules path path --- mess/workflow/download.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/download.smk b/mess/workflow/download.smk index 40fe5a1..009738e 100644 --- a/mess/workflow/download.smk +++ b/mess/workflow/download.smk @@ -44,7 +44,7 @@ include: os.path.join("rules", "preflight", "functions.smk") # directories include: os.path.join("rules", "preflight", "directories.smk") # read sample -include: os.path.join("rules", "preflight", "read_samples.smk") +include: os.path.join("rules", "preflight", "samples.smk") # targets include: os.path.join("rules", "preflight", "targets_download.smk") # assembly_finder From 7c07402ce97ef35b3e44de988216eedd66d55b62 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:55:14 +0100 Subject: [PATCH 151/365] added long reads params --- mess/workflow/simulate.smk | 29 +++++++++++++++++++++-------- 1 file changed, 21 insertions(+), 8 deletions(-) diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 143715d..d269f4c 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -12,10 +12,9 @@ config = ap.AttrMap(config) wildcard_constraints: - contig="[0-9]+", sample="[^/]+", fasta="[^/]+", - chunk="[0-9]+", + contig="[^/]+", # functions @@ -29,13 +28,11 @@ INPUT = os.path.abspath(str(config.args.input)) OUTPUT = config.args.output LOG = os.path.join(OUTPUT, "mess.log") THREADS = config.args.threads - # samples and replicates options REPLICATES = list(range(1, config.args.replicates + 1)) SAMPLES = parse_samples(INPUT, REPLICATES) SEED = config.args.seed REP_SD = config.args.rep_sd -CHUNKS = [f"{x+1:03}" for x in range(config.args.chunks)] # aggregate samples tables and make replicates @@ -43,9 +40,12 @@ include: os.path.join("rules", "preflight", "samples.smk") # coverage options +SEQ_TECH = config.args.tech ASM_SUMMARY = config.args.asm_summary TOTAL_BASES = config.args.total_bases PAIRED = config.args.paired +if not SEQ_TECH == "illumina": + PAIRED = False if PAIRED: PAIRS = [1, 2] else: @@ -59,16 +59,18 @@ MEAN_LEN = config.args.mean_len # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") + + # process fasta +FASTAS = parse_fastas() + + include: os.path.join("rules", "processing", "fastas.smk") # simulators options -SEQ_TECH = config.args.tech -PROFILE = config.args.error_profile +ERR_PROFILE = config.args.err_profile BAM = config.args.bam -PASSES = config.args.passes -ACCURACY = config.args.accuracy MIN_LEN = config.args.min_len MAX_LEN = config.args.max_len SD_LEN = config.args.sd_len @@ -78,6 +80,17 @@ if SEQ_TECH == "illumina": include: os.path.join("rules", "simulate", "short_reads.smk") else: + PASSES = config.args.passes + ACCURACY = config.args.accuracy + if SEQ_TECH == "pacbio": + MODEL = "QSHMM-RSII" + RATIO = "22:45:33" + elif SEQ_TECH == "nanopore": + RATIO = "39:24:36" + if ERR_PROFILE == "r10.4": + MODEL = "QSHMM-ONT-HQ" + elif ERR_PROFILE == "r10.3": + MODEL = "QSHMM-ONT" include: os.path.join("rules", "simulate", "long_reads.smk") From aac38ce3bc898d33b23098ac07d15e388f8d6830 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:55:35 +0100 Subject: [PATCH 152/365] use samples.tsv as input for unique entries --- mess/workflow/rules/download/assembly_finder.smk | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index 77c81be..091c861 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -1,8 +1,11 @@ rule get_unique_entries: + input: + os.path.join(dir.out.base, "samples.tsv"), output: temp(os.path.join(dir.out.base, "uniq_entries.tsv")), run: - DFS[["entry", "nb"]].drop_duplicates().to_csv(output[0], sep="\t", index=None) + df = pd.read_csv(input[0], sep="\t") + df[["entry", "nb"]].drop_duplicates().to_csv(output[0], sep="\t", index=None) checkpoint download_assemblies: From dd3b9388bad94cb0424cbaf76e9a35697338836e Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:56:18 +0100 Subject: [PATCH 153/365] removed chunks, added parse_fasta, added split contigs --- mess/workflow/rules/preflight/functions.smk | 78 ++++++++++----------- 1 file changed, 37 insertions(+), 41 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index f971ea8..d81b622 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -37,31 +37,32 @@ def get_fasta(wildcards): checkpoints.download_assemblies.get(**wildcards).output[0] ) fasta_dir = os.path.asbpath(os.path.join(checkpoint_dir, "assemblies")) - ext = "fna" + except AttributeError: + fasta_dir = os.path.abspath(config.args.fasta) + return os.path.join(fasta_dir, "{fasta}.fna.gz") + + +def parse_fastas(): + try: + checkpoint_dir = os.path.dirname( + checkpoints.download_assemblies.get(**wildcards).output[0] + ) + fasta_dir = os.path.asbpath(os.path.join(checkpoint_dir, "assemblies")) except AttributeError: fasta_dir = os.path.abspath(config.args.fasta) - fastas = list_files(fasta_dir, "gz") - ext = list(set([os.path.basename(fa).split(".")[-2] for fa in fastas])) - if len(ext) > 1: - logging.error("Fastas do not have the same extensions") - else: - ext = ext[0] - return os.path.join(fasta_dir, f"{{fasta}}.{ext}.gz") + return [ + os.path.basename(fa).split(".fna.gz")[0] for fa in list_files(fasta_dir, "gz") + ] def get_value(table, wildcards, value): - if SEQ_TECH == "illumina": - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - val = df.loc[wildcards.sample].loc[wildcards.fasta][value] - else: - df = pd.read_csv( - table, - sep="\t", - dtype={"chunk": object}, - index_col=["samplename", "fasta", "chunk"], - ) - val = df.loc[wildcards.sample].loc[wildcards.fasta].loc[wildcards.chunk][value] + df = pd.read_csv( + table, + sep="\t", + index_col=["samplename", "fasta"], + ) + val = df.loc[wildcards.sample].loc[wildcards.fasta][value] return val @@ -75,19 +76,19 @@ def get_assembly_summary_path(wildcards): return table -def list_concat(wildcards, ext): +def list_cat(wildcards, ext): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) fastas = list(set(df.loc[wildcards.sample].index)) if ext == "fastq": if SEQ_TECH == "illumina": return expand( - os.path.join(dir.out.fastq, "{{sample}}", "{fasta}{{p}}.fq.gz"), + os.path.join(dir.out.short, "{{sample}}", "{fasta}{{p}}.fq.gz"), fasta=fastas, ) else: return expand( - os.path.join(dir.out.fastq, "{{sample}}", "{fasta}.fq.gz"), + os.path.join(dir.out.long, "{{sample}}", "{fasta}.fq.gz"), fasta=fastas, ) elif ext == "bam": @@ -98,27 +99,22 @@ def list_concat(wildcards, ext): ## PBSIM3 functions +def pbsim3_expand(wildcards, outdir, ext): + table = checkpoints.split_contigs.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t", index_col="fasta") + contigs = df.loc[wildcards.fasta]["contig"] + if isinstance(contigs, str): + contigs = [contigs] + else: + contigs = list(contigs) + return expand( + os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}.{ext}"), + outdir=outdir, + contig=contigs, + ext=ext, + ) def get_header(fa): seqid = SeqIO.read(fa, "fasta").id return seqid.replace(">", "") - - -def pbsim3_expand(wildcards, subdir, ext): - table = checkpoints.calculate_coverage.get(**wildcards).output[0] - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - try: - n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"].iloc[0]) - except AttributeError: - n = int(df.loc[wildcards.sample].loc[wildcards.fasta]["contig_count"]) - contigs = [f"{x+1:04}" for x in range(n)] - return expand( - os.path.join( - dir.out.base, ext, "{{sample}}", "{{fasta}}-{chunk}_{contig}.{ext}" - ), - chunk=CHUNKS, - contig=contigs, - ext=ext, - subdir=subdir, - ) From fd78b7da699e0750a8c6b6e25d01afe5d1d83245 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:56:35 +0100 Subject: [PATCH 154/365] added contigs split in targets --- mess/workflow/rules/preflight/targets_simulate.smk | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index 5dd785c..c2838d9 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -26,4 +26,9 @@ def list_reads(wildcards): return reads -TargetSimreads = [list_reads, os.path.join(dir.out.base, "cov.tsv")] +TargetSimreads = [ + list_reads, + os.path.join(dir.out.base, "cov.tsv"), +] +if not SEQ_TECH == "illumina": + TargetSimreads.append(os.path.join(dir.out.base, "clean.txt")) From ff02326393b80af78035388c36a259ae34c8992c Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:56:46 +0100 Subject: [PATCH 155/365] added contigs split for pbsim3 --- mess/workflow/rules/processing/fastas.smk | 67 ++++++++++++++++++++++- 1 file changed, 66 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index 5ae9ae1..cf0009e 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -1,4 +1,3 @@ - rule unzip_fasta: input: get_fasta, @@ -32,3 +31,69 @@ rule merge_contigs: os.path.join(dir.out.bench, "fasta", "merge", "{fasta}.txt") script: os.path.join(dir.scripts, "merge_contigs.py") + + +checkpoint split_contigs: + input: + expand(os.path.join(dir.out.fasta, "{fasta}.renamed"), fasta=FASTAS), + output: + temp(os.path.join(dir.out.fasta, "split", "split.tsv")), + params: + os.path.join(dir.out.fasta, "split"), + script: + os.path.join(dir.scripts, "split_contigs.py") + + +rule remove_split_fasta: + input: + os.path.join(dir.out.fasta, "split", "split.tsv"), + output: + temp(os.path.join(dir.out.base, "clean.txt")), + params: + os.path.join(dir.out.fasta, "split"), + shell: + """ + rm -r {params} + touch {output} + """ + + +# rule chunk_contigs: +# input: +# get_contigs, +# output: +# expand( +# os.path.join( +# dir.out.fasta, +# "{{fasta}}", +# "chunks", +# "chunk{chunk}.fa.gz", +# ), +# chunk=CHUNKS, +# ), +# params: +# splits=THREADS, +# out=os.path.join(dir.out.fasta, "{fasta}", "chunks"), +# shell: +# """ +# kmcp utils split-genomes \\ +# -m 1 -k 1 --split-number {params.splits} \\ +# --split-overlap 0 {input.fa} -O {params.out} +# """ +# rule decompress_contigs: +# input: +# os.path.join( +# dir.out.fasta, +# "{fasta}", +# "chunks", +# "chunk{chunk}.fa.gz", +# ), +# output: +# os.path.join( +# dir.out.fasta, +# "{fasta}", +# "chunks", +# "chunk{chunk}.fa", +# ), +# shell: +# "gunzip {input}" From 5d8f4c53303e5b0bbf8cf53e791b00c848485b12 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:57:15 +0100 Subject: [PATCH 156/365] cat fastqs in cat directory --- mess/workflow/rules/processing/reads.smk | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 621d84f..07b194b 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -73,11 +73,11 @@ rule index_bam: rule cat_fastqs: input: - lambda wildcards: list_concat(wildcards, "fastq"), + lambda wildcards: list_cat(wildcards, "fastq"), output: - temp(os.path.join(dir.out.base, "unshuffled", "{sample}_R{p}.fq.gz")) + temp(os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz")) if SEQ_TECH == "illumina" - else temp(os.path.join(dir.out.base, "unshuffled", "{sample}.fq.gz")), + else temp(os.path.join(dir.out.cat, "{sample}.fq.gz")), benchmark: os.path.join( dir.out.bench, "cat", "{sample}_R{p}.txt" @@ -92,9 +92,9 @@ rule cat_fastqs: rule shuffle_fastqs: input: - os.path.join(dir.out.base, "unshuffled", "{sample}_R{p}.fq.gz") + os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz") if SEQ_TECH == "illumina" - else os.path.join(dir.out.base, "unshuffled", "{sample}.fq.gz"), + else os.path.join(dir.out.cat, "{sample}.fq.gz"), output: os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") if SEQ_TECH == "illumina" From c5573856becee38d02dac74395c2419ce07c013d Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:57:47 +0100 Subject: [PATCH 157/365] updated paths, removed chunks, added contigs splits --- mess/workflow/rules/simulate/long_reads.smk | 187 +++++++++++--------- 1 file changed, 105 insertions(+), 82 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index 85a91fc..706a234 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,59 +1,33 @@ -multipass = False -if config["passes"] > 1: - multipass = True -if config["seq_tech"] == "pacbio": - model = "QSHMM-RSII" - ratio = "6:55:39" - if config["profile"] == "sequel": - ratio = "22:45:33" -elif config["seq_tech"] == "nanopore": - ratio = "39:24:36" - if config["profile"] == "R10.4": - model = "QSHMM-ONT-HQ" - elif config["profile"] == "R10.3": - model = "QSHMM-ONT" - - -wildcard_constraints: - contig="[0-9]+", - sample="[^/]+", - fasta="[^/-]+", - chunk="[0-9]+", - - -rule chunk_fasta: - input: - f"{outdir}/fasta/{{fasta}}.renamed", - output: - temp(f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa"), - shell: - "cp {input} {output}" - - rule pbsim3: input: - fa=f"{outdir}/fasta/{{fasta}}-{{chunk}}.fa", - df=f"{outdir}/cov.tsv", + fasta=os.path.join(dir.out.fasta, "{fasta}.renamed"), + flag=os.path.join(dir.out.fasta, "split", "split.tsv"), + fa=os.path.join(dir.out.fasta, "split", "{fasta}_{contig}.fa"), + df=os.path.join(dir.out.base, "cov.tsv"), output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam") - if multipass - else temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref"), + temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam")) + if PASSES > 1 + else temp( + os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.fastq") + ), + temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.maf")), + temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.ref")), params: - model=model, - ratio=ratio, - meanlen=config["read_len"], - lensd=config["read_sd"], - minlen=config["min_len"], - maxlen=config["max_len"], - passes=config["passes"], - accuracy=config["accuracy"], + model=MODEL, + ratio=RATIO, + meanlen=MEAN_LEN, + lensd=SD_LEN, + minlen=MIN_LEN, + maxlen=MAX_LEN, + passes=PASSES, + accuracy=ACCURACY, cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), - prefix=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}", + prefix=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}"), + benchmark: + os.path.join(dir.out.bench, "pbsim3", "{sample}", "{fasta}", "{contig}.txt") log: - f"{outdir}/logs/pbsim3/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", + os.path.join(dir.out.logs, "pbsim3", "{sample}", "{fasta}", "{contig}.log"), shell: """ pbsim --strategy wgs --method qshmm \\ @@ -71,35 +45,64 @@ rule pbsim3: """ -tmpdir = os.path.join(outdir, "tmp") +tmpdir = os.path.join(OUTPUT, "tmp") -if multipass: +if PASSES > 1: rule ccs_sam_to_bam: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam", + os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam"), output: - temp(f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam"), + temp( + os.path.join( + dir.out.base, + "ccs", + "{sample}", + "{fasta}_{contig}.ccs.bam", + ) + ), + benchmark: + os.path.join( + dir.out.bench, + "samtools", + "sam2bam", + "{sample}", + "{fasta}_{contig}.txt", + ) log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam.log", + os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), shell: "samtools view -bS {input} | samtools sort > {output} 2> {log}" rule ccs_bam_to_fastq: input: - f"{outdir}/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ccs.bam", + os.path.join(dir.out.base, "ccs", "{sample}", "{fasta}", "{contig}.ccs.bam"), output: - fq=temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), + fq=temp( + os.path.join( + dir.out.base, + "ccs", + "{sample}", + "{fasta}_{contig}_0001.fq.gz", + ) + ), json=temp( - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.zmw_metrics.json.gz" + os.path.join( + dir.out.base, + "ccs", + "{sample}", + "{fasta}_{contig}_0001.zmw_metrics.json.gz", + ) ), - log: - f"{outdir}/logs/ccs/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", params: - passes=config["passes"], - accuracy=config["accuracy"], + passes=PASSES, + accuracy=ACCURACY, resources: tmpdir=tmpdir, + benchmark: + os.path.join(dir.out.bench, "ccs", "{sample}", "{fasta}", "{contig}.txt") + log: + os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), shell: """ MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ @@ -108,16 +111,18 @@ if multipass: """ -if config["bam"]: +if BAM: rule add_reference_name: input: - maf=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", - fa=f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.ref", + maf=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.maf"), + fa=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.ref"), output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf"), + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf")), params: seqname=lambda wildcards, input: get_header(input.fa), + benchmark: + os.path.join(dir.out.bench, "sed", "{sample}", "{fasta}", "{contig}.txt") shell: """ sed 's/ref/{params.seqname}/g' {input.maf} > {output} @@ -125,13 +130,27 @@ if config["bam"]: rule convert_maf_to_bam: input: - f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.maf", + os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf"), output: - sam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.sam"), - bam=temp(f"{outdir}/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.bam"), + sam=temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.sam")), + bam=temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.bam")), + benchmark: + os.path.join( + dir.out.logs, + "bioconvert", + "maf2bam", + "{sample}", + "{fasta}_{contig}.txt", + ) log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.log", - threads: 2 + os.path.join( + dir.out.logs, + "bioconvert", + "maf2bam", + "{sample}", + "{fasta}_{contig}.log", + ), + threads: config.resources.med.cpu shell: """ bioconvert {input} {output.sam} 2>> {log} @@ -141,26 +160,30 @@ if config["bam"]: rule merge_alignments_bam: input: - lambda wildcards: pbsim3_expand(wildcards, "bam", "bam", "both"), + lambda wildcards: pbsim3_expand(wildcards, dir.out.bam, "bam"), output: - temp(f"{outdir}/bam/{{sample}}/{{fasta}}.bam"), + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}.bam")), + benchmark: + os.path.join(dir.out.bench, "samtools", "merge", "{sample}", "{fasta}.txt") log: - f"{outdir}/logs/bam/{{sample}}/{{fasta}}.log", - threads: 2 + os.path.join(dir.out.logs, "samtools", "merge", "{sample}", "{fasta}.log"), + threads: config.resources.med.cpu shell: "samtools merge -@ {threads} -o {output} {input} &>> {log}" -if not multipass: +if PASSES == 1: rule compress_single_pass_fastq: input: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fastq", + os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.fastq"), output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq.gz"), + temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq.gz")), params: - f"{outdir}/fastq/{{sample}}/{{fasta}}-{{chunk}}_{{contig}}.fq", - threads: 2 + os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq"), + threads: config.resources.med.cpu + benchmark: + os.path.join(dir.out.bench, "pigz", "{sample}", "{fasta}", "{contig}.txt") shell: """ mv {input} {params} @@ -168,10 +191,10 @@ if not multipass: """ -rule cat_fastq_per_sample: +rule cat_contig_reads: input: - lambda wildcards: pbsim3_expand(wildcards, "fastq", "fq.gz", "both"), + lambda wildcards: pbsim3_expand(wildcards, dir.out.long, "fq.gz"), output: - temp(f"{outdir}/fastq/{{sample}}/{{fasta}}.fq.gz"), + temp(os.path.join(dir.out.long, "{sample}", "{fasta}.fq.gz")), shell: "cat {input} > {output}" From fb3f1a88146246ff8e68e2b4dcfa68c20b359b2d Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:58:06 +0100 Subject: [PATCH 158/365] updated output path --- mess/workflow/rules/simulate/short_reads.smk | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 7bad46c..b9a8065 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -7,20 +7,20 @@ if BAM: sam_out = [] if BAM and PAIRED: - sam_out = temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}.sam")) + sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}.sam")) elif BAM and not PAIRED: - sam_out = temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}1.sam")) + sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}1.sam")) if not BAM: - sam_out = temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}.txt")) + sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}.txt")) fastq_out = [ - temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}1.fq")), - temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}2.fq")), + temp(os.path.join(dir.out.short, "{sample}", "{fasta}1.fq")), + temp(os.path.join(dir.out.short, "{sample}", "{fasta}2.fq")), ] -fq_prefix = os.path.join(dir.out.fastq, "{sample}", "{fasta}") +fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}") if not PAIRED: fastq_out = fastq_out[0] - fq_prefix = os.path.join(dir.out.fastq, "{sample}", "{fasta}1") + fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}1") rule art_illumina: @@ -34,7 +34,7 @@ rule art_illumina: os.path.join(dir.env, "art.yml") params: args=art_args, - system=PROFILE, + system=ERR_PROFILE, read_len=MEAN_LEN, cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), From ddbe85d491590961696d4d237517d77fe81e7e0f Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:58:28 +0100 Subject: [PATCH 159/365] removed chunks --- mess/workflow/scripts/calculate_cov.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 8263d85..16a97b5 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -43,7 +43,7 @@ def get_even_dist(df, cols): # Get table with assembly genomsizes and their taxonomy -entry_df = pd.read_csv(snakemake.input.df, sep="\t",dtype={"entry": object}) +entry_df = pd.read_csv(snakemake.input.df, sep="\t", dtype={"entry": object}) asm_df = pd.read_csv(snakemake.input.asm, sep="\t", dtype={"entry": object}) df = entry_df.merge(asm_df, on="entry") @@ -106,7 +106,6 @@ def get_even_dist(df, cols): "reads", "proportion", "cov_sim", - "chunk", "seed", ] df = df.astype({"bases": int, "reads": int, "seed": int}) From ec59a963b956b00677adda149480c54a32dfe903 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:58:39 +0100 Subject: [PATCH 160/365] added replicates script --- mess/workflow/scripts/replicates.py | 33 +++++++++++++++++++++++++++++ 1 file changed, 33 insertions(+) create mode 100644 mess/workflow/scripts/replicates.py diff --git a/mess/workflow/scripts/replicates.py b/mess/workflow/scripts/replicates.py new file mode 100644 index 0000000..321c7f1 --- /dev/null +++ b/mess/workflow/scripts/replicates.py @@ -0,0 +1,33 @@ +#!/usr/bin/env python3 + +import pandas as pd +import numpy as np + + +# Set seed for replicates +np.random.seed(snakemake.params.seed) +# Duplicate each sample by the number of replicates + +df = pd.read_csv(snakemake.input[0], sep="\t") +samples_df = df.reindex(df.index.repeat(len(snakemake.params.replicates))) +# add replicate column +samples_df["rep"] = snakemake.params.replicates * len(samples_df) +samples_df["samplename"] = [ + sample + "-" + str(rep) + for sample, rep in zip(samples_df["sample"], samples_df["rep"]) +] + +samples_df.drop(["sample", "rep"], axis=1, inplace=True) +accepted_cols = ["proportion", "reads", "bases", "cov_sim"] + +for col in accepted_cols: + try: + samples_df[f"{col}"] = [ + np.random.normal(val, snakemake.params.rep_sd) + for val in samples_df[f"{col}"] + ] + except KeyError: + continue + +samples_df.reset_index(inplace=True, drop=True) +samples_df.to_csv(snakemake.output[0], sep="\t", index=None) From e00e59c625e7122d4016280318bac5a821748040 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:58:52 +0100 Subject: [PATCH 161/365] removed replicates from samples script --- mess/workflow/scripts/samples.py | 40 ++++++-------------------------- 1 file changed, 7 insertions(+), 33 deletions(-) diff --git a/mess/workflow/scripts/samples.py b/mess/workflow/scripts/samples.py index 7e3685b..15ddf35 100644 --- a/mess/workflow/scripts/samples.py +++ b/mess/workflow/scripts/samples.py @@ -1,13 +1,14 @@ #!/usr/bin/env python3 -import pandas as pd -import numpy as np + import os import glob +import pandas as pd -if os.path.isfile(snakemake.params.input): - files = snakemake.params.input +if os.path.isfile(snakemake.params[0]): + files = snakemake.params[0] else: - files = glob.glob(f"{snakemake.params.input}/*.tsv") + files = glob.glob(f"{snakemake.params[0]}/*.tsv") + # concat tables into one and add sample columns dfs = [] for file in files: @@ -20,31 +21,4 @@ df["sample"] = [sample] * len(df) dfs = pd.concat(dfs).reset_index(drop=True).sort_values("sample") - -# Set seed for replicates -np.random.seed(snakemake.params.seed) -# Duplicate each sample by the number of replicates - -samples_df = dfs.reindex(dfs.index.repeat(len(snakemake.params.replicates))) -# add replicate column -samples_df["rep"] = snakemake.params.replicates * len(samples_df) -samples_df["samplename"] = [ - sample + "-" + str(rep) - for sample, rep in zip(samples_df["sample"], samples_df["rep"]) -] - -samples_df.drop(["sample", "rep"], axis=1, inplace=True) -accepted_cols = ["proportion", "reads", "bases", "cov_sim"] - -for col in accepted_cols: - try: - samples_df[f"{col}"] = [ - np.random.normal(val, snakemake.params.rep_sd) for val in samples_df[f"{col}"] - ] - except KeyError: - continue - -samples_df.reset_index(inplace=True, drop=True) -samples_df = samples_df.reindex(samples_df.index.repeat(len(snakemake.params.chunks))) -samples_df["chunk"] = snakemake.params.chunks * len(samples_df) -samples_df.to_csv(snakemake.output[0], sep="\t", index=None) +dfs.to_csv(snakemake.output[0], sep="\t", index=None) From 4f255602924f02698c70a5b4620ffa27bbac8074 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:59:01 +0100 Subject: [PATCH 162/365] added split contigs script --- mess/workflow/scripts/split_contigs.py | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 mess/workflow/scripts/split_contigs.py diff --git a/mess/workflow/scripts/split_contigs.py b/mess/workflow/scripts/split_contigs.py new file mode 100644 index 0000000..e812dd2 --- /dev/null +++ b/mess/workflow/scripts/split_contigs.py @@ -0,0 +1,22 @@ +from Bio import SeqIO +import pandas as pd +import os +from itertools import chain + + +def split_fasta(fa, outdir): + record_ids = [] + name = os.path.basename(fa).split(".renamed")[0] + for record in SeqIO.parse(fa, "fasta"): + SeqIO.write( + record, os.path.join(outdir, name + "_" + record.id) + ".fa", "fasta" + ) + record_ids.append({"contig": record.id, "fasta": name}) + return record_ids + + +id2fa = [] +for fa in snakemake.input: + id2fa.append(split_fasta(fa, snakemake.params[0])) +id2fa = list(chain.from_iterable(id2fa)) +pd.DataFrame.from_records(id2fa).to_csv(snakemake.output[0], sep="\t", index=None) From 59e7a20dc0055aa42b2d6e3394b93ffcd19a5236 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Jan 2024 16:59:32 +0100 Subject: [PATCH 163/365] fixed err_profile and removed chunks --- mess/__main__.py | 32 +++++++++----------------------- 1 file changed, 9 insertions(+), 23 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 17ce811..a91666a 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -106,7 +106,7 @@ def common_options(func): default=snake_base(os.path.join("config", "config.yaml")), hidden=True, ), - click.argument("snake_args", nargs=-1), + click.argument("snake_args", nargs=-1, type=click.UNPROCESSED), ] for option in reversed(options): func = option(func) @@ -166,14 +166,12 @@ def cli(): help_option_names=["-h", "--help"], ignore_unknown_options=True ), ) -@click.option( - "-i", "--input", "_input", help="Input file/directory", type=str, required=True -) +@click.option("-i", "--input", help="Input file/directory", type=str, required=True) @common_options def run(**kwargs): """Run MeSS""" # Config to add or update in configfile - merge_config = {"mess": {"args": kwargs}} + merge_config = {"args": kwargs} # run! run_snakemake( @@ -270,21 +268,10 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): show_default=True, ) @click.option( - "--error-profile", + "--err-profile", help="choose simulator profile", - type=click.Choice( - profiles["illumina"]["art"], - case_sensitive=False, - ), - default=profiles["illumina"]["art"][0], - show_default=True, -) - -@click.option( - "--chunks", - help="split genome simulations into n chunks", - type=int, - default=1, + type=str, + default="MSv3", show_default=True, ) @click.option( @@ -391,8 +378,7 @@ def simulate( fasta, asm_summary, tech, - error_profile, - chunks, + err_profile, replicates, rep_sd, dist, @@ -419,9 +405,8 @@ def simulate( "log": log, "fasta": fasta, "tech": tech, - "error_profile": error_profile, + "err_profile": err_profile, "asm_summary": asm_summary, - "chunks": chunks, "replicates": replicates, "rep_sd": rep_sd, "dist": dist, @@ -443,6 +428,7 @@ def simulate( # Full path to Snakefile snakefile_path=snake_base(os.path.join("workflow", "simulate.smk")), merge_config=merge_config, + log=log, **kwargs, ) From d82ec5581a77f82117ec0ca996528fb5d4dbcfac Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 09:31:39 +0100 Subject: [PATCH 164/365] added command epilogs, added missing logs and renamed some args --- mess/__main__.py | 52 ++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 42 insertions(+), 10 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index a91666a..e47ccfd 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -106,7 +106,7 @@ def common_options(func): default=snake_base(os.path.join("config", "config.yaml")), hidden=True, ), - click.argument("snake_args", nargs=-1, type=click.UNPROCESSED), + click.argument("snake_args", nargs=-1), ] for option in reversed(options): func = option(func) @@ -159,6 +159,25 @@ def cli(): print_targets List available targets """ +help_download = """ +\b +downloads genomes from entries in input table(s) +mess download ... +\b +EXAMPLES: +mess download -i [input] -o [output] +""" + +help_simulate = """ +\b +simulate reads from input table(s) and genome(s) +mess simulate ... +\b +EXAMPLES: +mess simulate -i [input] -o [output] --fasta [fasta] \\ + --asm-summary [asm_summary] --tech [tech] +""" + @click.command( epilog=help_msg_extra, @@ -166,7 +185,7 @@ def cli(): help_option_names=["-h", "--help"], ignore_unknown_options=True ), ) -@click.option("-i", "--input", help="Input file/directory", type=str, required=True) +@click.option("-i", "--input", help="Input sample sheet(s)", type=str, required=True) @common_options def run(**kwargs): """Run MeSS""" @@ -182,7 +201,12 @@ def run(**kwargs): ) -@click.command() +@click.command( + epilog=help_download, + context_settings=dict( + help_option_names=["-h", "--help"], ignore_unknown_options=True + ), +) @click.option("-i", "--input", help="Input file/directory", type=str, required=True) @click.option("--ncbi_key", help="NCBI key", type=str, required=False) @click.option("--ncbi_email", help="NCBI email", type=str, required=False) @@ -203,6 +227,7 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): # Full path to Snakefile snakefile_path=snake_base(os.path.join("workflow", "download.smk")), merge_config=merge_config, + log=log, **kwargs, ) @@ -229,7 +254,12 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): } -@click.command() +@click.command( + epilog=help_simulate, + context_settings=dict( + help_option_names=["-h", "--help"], ignore_unknown_options=True + ), +) @click.option("-i", "--input", help="path to sample sheet(s)", type=str, required=True) @click.option( "--fasta", @@ -239,7 +269,7 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): ) @click.option( "--asm-summary", - help="path to assembly summary table (contains taxid, genome_size and contig_counts)", + help="path to assembly summary table (contains taxid and genome_size)", type=str, required=True, ) @@ -268,10 +298,10 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): show_default=True, ) @click.option( - "--err-profile", - help="choose simulator profile", + "--error", + help="choose simulator error profile", type=str, - default="MSv3", + default=profiles["illumina"]["art"][0], show_default=True, ) @click.option( @@ -378,7 +408,8 @@ def simulate( fasta, asm_summary, tech, - err_profile, + tool, + error, replicates, rep_sd, dist, @@ -405,7 +436,8 @@ def simulate( "log": log, "fasta": fasta, "tech": tech, - "err_profile": err_profile, + "tool": tool, + "error": error, "asm_summary": asm_summary, "replicates": replicates, "rep_sd": rep_sd, From 43e7de21a403de5d49446aecb16c63a1ae42d3d5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 09:32:30 +0100 Subject: [PATCH 165/365] renamed err_profile to error --- mess/workflow/rules/simulate/short_reads.smk | 2 +- mess/workflow/simulate.smk | 8 +++++--- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index b9a8065..4c830ea 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -34,7 +34,7 @@ rule art_illumina: os.path.join(dir.env, "art.yml") params: args=art_args, - system=ERR_PROFILE, + system=ERROR, read_len=MEAN_LEN, cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index d269f4c..8e61e29 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -69,7 +69,7 @@ include: os.path.join("rules", "processing", "fastas.smk") # simulators options -ERR_PROFILE = config.args.err_profile +ERROR = config.args.error BAM = config.args.bam MIN_LEN = config.args.min_len MAX_LEN = config.args.max_len @@ -80,6 +80,8 @@ if SEQ_TECH == "illumina": include: os.path.join("rules", "simulate", "short_reads.smk") else: + MODEL = "" + RATIO = "" PASSES = config.args.passes ACCURACY = config.args.accuracy if SEQ_TECH == "pacbio": @@ -87,9 +89,9 @@ else: RATIO = "22:45:33" elif SEQ_TECH == "nanopore": RATIO = "39:24:36" - if ERR_PROFILE == "r10.4": + if ERROR == "r10.4": MODEL = "QSHMM-ONT-HQ" - elif ERR_PROFILE == "r10.3": + elif ERROR == "r10.3": MODEL = "QSHMM-ONT" include: os.path.join("rules", "simulate", "long_reads.smk") From 12793e614bafe59163eb9c9d8e41a03cc577b2fd Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 09:33:00 +0100 Subject: [PATCH 166/365] removed old snakefile --- mess/workflow/snakefile | 21 --------------------- 1 file changed, 21 deletions(-) delete mode 100644 mess/workflow/snakefile diff --git a/mess/workflow/snakefile b/mess/workflow/snakefile deleted file mode 100644 index 9f9106c..0000000 --- a/mess/workflow/snakefile +++ /dev/null @@ -1,21 +0,0 @@ -include: "functions.smk" -include: "prepare_tables.smk" -include: "process_fasta.smk" - - -if config["seq_tech"] == "illumina": - - include: "sim_short_reads.smk" - -else: - - include: "sim_long_reads.smk" - - -include: "process_reads.smk" - - -rule all: - input: - f"{outdir}/cov.tsv", - list_reads(), From f4316c1fdf5ef2b6bf01190126b8fa1710d139cb Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 09:33:21 +0100 Subject: [PATCH 167/365] added snakefile for run command --- mess/workflow/Snakefile | 147 +++++++++++++++++++++++++++++++++++----- 1 file changed, 131 insertions(+), 16 deletions(-) diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index ecdc1ab..b28e0b3 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -1,24 +1,139 @@ +""" +Snakefile for downloading genomes and simulating reads +""" +import attrmap as ap +import glob +import os -# Update default config with runtime config + +# Concatenate Snakemake's own log file with the master log file +def copy_log_file(): + files = glob.glob(os.path.join(".snakemake", "log", "*.snakemake.log")) + if not files: + return None + current_log = max(files, key=os.path.getmtime) + shell("cat " + current_log + " >> " + LOG) + + +onsuccess: + copy_log_file() + + +onerror: + copy_log_file() + + +# config file configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") -configfile: os.path.join(workflow.basedir, "../", "config", "system_config.yaml") -config.update(config["mess"]) # convenience if using namespaced config -# Rules files -include: os.path.join(workflow.basedir, "rules", "preflight.smk") -include: os.path.join(workflow.basedir, "rules", "example.smk") +config = ap.AttrMap(config) -# Target rules -@targetRule -rule all: - input: - targets +# functions +include: os.path.join("rules", "preflight", "functions.smk") +# directories +include: os.path.join("rules", "preflight", "directories.smk") + + +wildcard_constraints: + sample="[^/]+", + fasta="[^/]+", + contig="[^/]+", + + +# common options +INPUT = os.path.abspath(str(config.args.input)) +OUTPUT = config.args.output +LOG = os.path.join(OUTPUT, "mess.log") +THREADS = config.args.threads + +# download options +NCBI_EMAIL = config.args.ncbi_email +NCBI_KEY = config.args.ncbi_key + +# samples and replicates options +REPLICATES = list(range(1, config.args.replicates + 1)) +SAMPLES = parse_samples(INPUT, REPLICATES) +SEED = config.args.seed +REP_SD = config.args.rep_sd + +# coverage options +SEQ_TECH = config.args.tech +ASM_SUMMARY = config.args.asm_summary +TOTAL_BASES = config.args.total_bases +PAIRED = config.args.paired +if not SEQ_TECH == "illumina": + PAIRED = False +if PAIRED: + PAIRS = [1, 2] +else: + PAIRS = [1] + +DIST = config.args.dist +MU = config.args.mu +SIGMA = config.args.sigma +MEAN_LEN = config.args.mean_len + +# aggregate samples tables and make replicates +include: os.path.join("rules", "preflight", "samples.smk") +# assembly_finder +include: os.path.join("rules", "download", "assembly_finder.smk") +# calculate coverages +include: os.path.join("rules", "processing", "coverages.smk") -@targetRule -rule print_targets: - run: - print("\nTop level rules are: \n", file=sys.stderr) - print("* " + "\n* ".join(target_rules) + "\n\n", file=sys.stderr) + +# process fasta +FASTAS = parse_fastas() + + +include: os.path.join("rules", "processing", "fastas.smk") + + +# simulators options +ERROR = config.args.error +BAM = config.args.bam +MIN_LEN = config.args.min_len +MAX_LEN = config.args.max_len +SD_LEN = config.args.sd_len +# simulate reads +if SEQ_TECH == "illumina": + + include: os.path.join("rules", "simulate", "short_reads.smk") + +else: + MODEL = "" + RATIO = "" + PASSES = config.args.passes + ACCURACY = config.args.accuracy + if SEQ_TECH == "pacbio": + MODEL = "QSHMM-RSII" + RATIO = "22:45:33" + elif SEQ_TECH == "nanopore": + RATIO = "39:24:36" + if ERROR == "r10.4": + MODEL = "QSHMM-ONT-HQ" + elif ERROR == "r10.3": + MODEL = "QSHMM-ONT" + + include: os.path.join("rules", "simulate", "long_reads.smk") + + +SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) + + +# process reads +include: os.path.join("rules", "processing", "reads.smk") +# targets +include: os.path.join("rules", "preflight", "targets_download.smk") +include: os.path.join("rules", "preflight", "targets_simulate.smk") + + +targets = TargetDownloads.append(TargetSimreads) +# define the rule all + + +rule all: + input: + targets, From 2e909ce7f14095b56c6cbb2ad15f42860239fe14 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 15:18:43 +0100 Subject: [PATCH 168/365] added util functions --- mess/util.py | 239 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 239 insertions(+) create mode 100644 mess/util.py diff --git a/mess/util.py b/mess/util.py new file mode 100644 index 0000000..750f6d6 --- /dev/null +++ b/mess/util.py @@ -0,0 +1,239 @@ +import os +import click +from snaketool_utils.cli_utils import echo_click + + +def snake_base(rel_path): + """Get the filepath to a Snaketool system file (relative to __main__.py)""" + return os.path.join(os.path.dirname(os.path.realpath(__file__)), rel_path) + + +def get_version(): + """Read and print the version from the version file""" + with open(snake_base("mess.VERSION"), "r") as f: + version = f.readline() + return version + + +def print_citation(): + """Read and print the Citation information from the citation file""" + with open(snake_base("mess.CITATION"), "r") as f: + for line in f: + echo_click(line) + + +def default_to_output(ctx, param, value): + """Callback for click options; places value in output directory unless specified""" + if param.default == value: + return os.path.join(ctx.params["output"], value) + return value + + +def common_options(func): + """Common command line args + Define common command line args here, and include them with the common_options decorator below. + """ + options = [ + click.option( + "-o", + "--output", + help="Output directory", + type=click.Path(dir_okay=True, writable=True, readable=True), + default="mess_out", + show_default=True, + ), + click.option( + "--configfile", + default="config.yaml", + show_default=False, + callback=default_to_output, + help="Custom config file [default: (outputDir)/config.yaml]", + ), + click.option( + "--threads", help="Number of threads to use", default=1, show_default=True + ), + click.option( + "--profile", + default=None, + help="Snakemake profile to use", + show_default=False, + ), + click.option( + "--use-conda/--no-use-conda", + default=True, + help="Use conda for Snakemake rules", + show_default=True, + ), + click.option( + "--conda-prefix", + default=snake_base(os.path.join("workflow", "conda")), + help="Custom conda env directory", + type=click.Path(), + show_default=False, + ), + click.option( + "--snake-default", + multiple=True, + default=[ + "--printshellcmds", + "--nolock", + "--show-failed-logs", + ], + help="Customise Snakemake runtime args", + show_default=True, + ), + click.option( + "--log", + default="mess.log", + callback=default_to_output, + hidden=True, + ), + click.option( + "--system-config", + default=snake_base(os.path.join("config", "config.yaml")), + hidden=True, + ), + click.argument("snake_args", nargs=-1), + ] + for option in reversed(options): + func = option(func) + return func + + +def sim_options(func): + """Reads simulation command line args + include simulate args with the sim_options decorator below. + """ + options = [ + click.option( + "--tech", + help="sequencing technology", + type=click.Choice(["illumina", "pacbio", "nanopore"], case_sensitive=False), + default="illumina", + show_default=True, + ), + click.option( + "--paired", + help="illumina reads pairing", + type=bool, + default=True, + show_default=True, + ), + click.option( + "--tool", + help="choose simulator", + type=click.Choice( + ["art", "pbsim3"], + case_sensitive=False, + ), + default="art", + show_default=True, + ), + click.option( + "--error", + help="choose simulator error profile", + type=str, + default="MSv3", + show_default=True, + ), + click.option( + "--replicates", + help="number of replicates per sample", + type=int, + default=1, + show_default=True, + ), + click.option( + "--rep-sd", + help="standard deviation between replicate coverages (0: no deviation)", + type=int, + default=0, + show_default=True, + ), + click.option( + "--dist", + help="sample genome coverage values from a distribution", + type=click.Choice(["none", "lognormal", "even"]), + default="none", + show_default=True, + ), + click.option( + "--mu", + help="mu of lognormal dist", + type=int, + default=1, + ), + click.option( + "--sigma", + help="sigma of lognormal dist", + type=int, + default=0, + ), + click.option( + "--total-bases", + help="total amount of bases to simulate (ignored when coverage is set)", + type=str, + default="1G", + show_default=True, + ), + click.option( + "--accuracy", + help="mean accuracy for long read sequencing", + type=float, + default=0.9, + show_default=True, + ), + click.option( + "--passes", + help="number of passes for pacbio multipass sequencing (2 or more for hifi)", + type=int, + default=1, + show_default=True, + ), + click.option( + "--min-len", + help="minimum read length for long read sequencing", + type=int, + default=100, + show_default=True, + ), + click.option( + "--max-len", + help="maximum read length for long read sequencing", + type=int, + default=300, + show_default=True, + ), + click.option( + "--mean-len", + help="mean read length for long and short read sequencing", + type=int, + default=150, + show_default=True, + ), + click.option( + "--sd-len", + help="standard read length deviation for long read sequencing", + type=int, + default=50, + show_default=True, + ), + click.option( + "--bam", + help="generate gold standard alignment bam files", + type=bool, + default=False, + show_default=True, + ), + click.option( + "--seed", + help="seed for pseudo random number generator", + type=int, + default=42, + show_default=True, + ), + ] + + for option in reversed(options): + func = option(func) + return func From 078340c08047726db77ab8a66fc5e9312524d519 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 15:19:04 +0100 Subject: [PATCH 169/365] added run command and sim_options --- mess/__main__.py | 322 +++++++++++------------------------------------ 1 file changed, 70 insertions(+), 252 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index e47ccfd..88423cd 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -7,110 +7,18 @@ import os import click - from snaketool_utils.cli_utils import ( OrderedCommands, run_snakemake, copy_config, - echo_click, ) - - -def snake_base(rel_path): - """Get the filepath to a Snaketool system file (relative to __main__.py)""" - return os.path.join(os.path.dirname(os.path.realpath(__file__)), rel_path) - - -def get_version(): - """Read and print the version from the version file""" - with open(snake_base("mess.VERSION"), "r") as f: - version = f.readline() - return version - - -def print_citation(): - """Read and print the Citation information from the citation file""" - with open(snake_base("mess.CITATION"), "r") as f: - for line in f: - echo_click(line) - - -def default_to_output(ctx, param, value): - """Callback for click options; places value in output directory unless specified""" - if param.default == value: - return os.path.join(ctx.params["output"], value) - return value - - -def common_options(func): - """Common command line args - Define common command line args here, and include them with the @common_options decorator below. - """ - options = [ - click.option( - "-o", - "--output", - help="Output directory", - type=click.Path(dir_okay=True, writable=True, readable=True), - default="mess_out", - show_default=True, - ), - click.option( - "--configfile", - default="config.yaml", - show_default=False, - callback=default_to_output, - help="Custom config file [default: (outputDir)/config.yaml]", - ), - click.option( - "--threads", help="Number of threads to use", default=1, show_default=True - ), - click.option( - "--profile", - default=None, - help="Snakemake profile to use", - show_default=False, - ), - click.option( - "--use-conda/--no-use-conda", - default=True, - help="Use conda for Snakemake rules", - show_default=True, - ), - click.option( - "--conda-prefix", - default=snake_base(os.path.join("workflow", "conda")), - help="Custom conda env directory", - type=click.Path(), - show_default=False, - ), - click.option( - "--snake-default", - multiple=True, - default=[ - "--printshellcmds", - "--nolock", - "--show-failed-logs", - ], - help="Customise Snakemake runtime args", - show_default=True, - ), - click.option( - "--log", - default="mess.log", - callback=default_to_output, - hidden=True, - ), - click.option( - "--system-config", - default=snake_base(os.path.join("config", "config.yaml")), - hidden=True, - ), - click.argument("snake_args", nargs=-1), - ] - for option in reversed(options): - func = option(func) - return func +from .util import ( + snake_base, + get_version, + print_citation, + common_options, + sim_options, +) version = get_version() @@ -186,11 +94,67 @@ def cli(): ), ) @click.option("-i", "--input", help="Input sample sheet(s)", type=str, required=True) +@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") +@click.option( + "--ncbi_email", help="NCBI email", type=str, required=False, default="none" +) @common_options -def run(**kwargs): +@sim_options +def run( + input, + output, + log, + ncbi_email, + ncbi_key, + tech, + tool, + error, + replicates, + rep_sd, + dist, + mu, + sigma, + total_bases, + accuracy, + passes, + min_len, + max_len, + mean_len, + sd_len, + bam, + paired, + seed, + **kwargs +): """Run MeSS""" # Config to add or update in configfile - merge_config = {"args": kwargs} + merge_config = { + "args": { + "input": input, + "output": output, + "log": log, + "ncbi_email": ncbi_email, + "ncbi_key": ncbi_key, + "tech": tech, + "tool": tool, + "error": error, + "replicates": replicates, + "rep_sd": rep_sd, + "dist": dist, + "mu": mu, + "sigma": sigma, + "total_bases": total_bases, + "accuracy": accuracy, + "passes": passes, + "min_len": min_len, + "max_len": max_len, + "mean_len": mean_len, + "sd_len": sd_len, + "bam": bam, + "paired": paired, + "seed": seed, + } + } # run! run_snakemake( @@ -208,8 +172,10 @@ def run(**kwargs): ), ) @click.option("-i", "--input", help="Input file/directory", type=str, required=True) -@click.option("--ncbi_key", help="NCBI key", type=str, required=False) -@click.option("--ncbi_email", help="NCBI email", type=str, required=False) +@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") +@click.option( + "--ncbi_email", help="NCBI email", type=str, required=False, default="none" +) @common_options def download(input, output, log, ncbi_email, ncbi_key, **kwargs): """download assemblies""" @@ -232,28 +198,6 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): ) -profiles = { - "illumina": { - "art": [ - "MSv3", - "GA1", - "GA2", - "HS10", - "HS20", - "HS25", - "HSXn", - "HSXt", - "MinS", - "MSv1", - "NS50", - "custom", - ] - }, - "pacbio": {"pbsim3": ["clr", "hifi"]}, - "nanopore": {"pbsim3": ["r10.4", "r10.3"]}, -} - - @click.command( epilog=help_simulate, context_settings=dict( @@ -261,6 +205,7 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): ), ) @click.option("-i", "--input", help="path to sample sheet(s)", type=str, required=True) +@sim_options @click.option( "--fasta", help="path to fasta file/directory", @@ -273,133 +218,6 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): type=str, required=True, ) -@click.option( - "--tech", - help="sequencing technology", - type=click.Choice(["illumina", "pacbio", "nanopore"], case_sensitive=False), - default="illumina", - show_default=True, -) -@click.option( - "--paired", - help="illumina reads pairing", - type=bool, - default=True, - show_default=True, -) -@click.option( - "--tool", - help="choose simulator", - type=click.Choice( - ["art", "pbsim3"], - case_sensitive=False, - ), - default="art", - show_default=True, -) -@click.option( - "--error", - help="choose simulator error profile", - type=str, - default=profiles["illumina"]["art"][0], - show_default=True, -) -@click.option( - "--replicates", - help="number of replicates per sample", - type=int, - default=1, - show_default=True, -) -@click.option( - "--rep-sd", - help="standard deviation between replicate coverages (0: no deviation)", - type=int, - default=0, - show_default=True, -) -@click.option( - "--dist", - help="sample genome coverage values from a distribution", - type=click.Choice(["none", "lognormal", "even"]), - default="none", - show_default=True, -) -@click.option( - "--mu", - help="mu of lognormal dist", - type=int, - default=1, -) -@click.option( - "--sigma", - help="sigma of lognormal dist", - type=int, - default=0, -) -@click.option( - "--total-bases", - help="total amount of bases to simulate (ignored when coverage is set)", - type=str, - default="1G", - show_default=True, -) -@click.option( - "--accuracy", - help="mean accuracy for long read sequencing", - type=float, - default=0.9, - show_default=True, -) -@click.option( - "--passes", - help="number of passes for pacbio multipass sequencing (2 or more for hifi)", - type=int, - default=1, - show_default=True, -) -@click.option( - "--min-len", - help="minimum read length for long read sequencing", - type=int, - default=100, - show_default=True, -) -@click.option( - "--max-len", - help="maximum read length for long read sequencing", - type=int, - default=300, - show_default=True, -) -@click.option( - "--mean-len", - help="mean read length for long and short read sequencing", - type=int, - default=150, - show_default=True, -) -@click.option( - "--sd-len", - help="standard read length deviation for long read sequencing", - type=int, - default=50, - show_default=True, -) -@click.option( - "--bam", - help="generate gold standard alignment bam files", - type=bool, - default=False, - show_default=True, -) -@click.option( - "--seed", - help="seed for pseudo random number generator", - type=int, - default=42, - show_default=True, -) @common_options def simulate( input, From 80d79f98f2694113b7b1b0882a35269d588c73d9 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 15:19:17 +0100 Subject: [PATCH 170/365] removed parse fastas --- mess/workflow/simulate.smk | 5 ----- 1 file changed, 5 deletions(-) diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 8e61e29..a1f19b9 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -59,12 +59,7 @@ MEAN_LEN = config.args.mean_len # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") - - # process fasta -FASTAS = parse_fastas() - - include: os.path.join("rules", "processing", "fastas.smk") From ba21d590a87a885cbe2c15403a6aa05a2312aa9f Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 15:19:37 +0100 Subject: [PATCH 171/365] fixed targets and removed parse fastas --- mess/workflow/Snakefile | 14 +++----------- 1 file changed, 3 insertions(+), 11 deletions(-) diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index b28e0b3..d21be82 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -63,13 +63,13 @@ SEQ_TECH = config.args.tech ASM_SUMMARY = config.args.asm_summary TOTAL_BASES = config.args.total_bases PAIRED = config.args.paired + if not SEQ_TECH == "illumina": PAIRED = False if PAIRED: PAIRS = [1, 2] else: PAIRS = [1] - DIST = config.args.dist MU = config.args.mu SIGMA = config.args.sigma @@ -82,12 +82,7 @@ include: os.path.join("rules", "preflight", "samples.smk") include: os.path.join("rules", "download", "assembly_finder.smk") # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") - - # process fasta -FASTAS = parse_fastas() - - include: os.path.join("rules", "processing", "fastas.smk") @@ -130,10 +125,7 @@ include: os.path.join("rules", "preflight", "targets_download.smk") include: os.path.join("rules", "preflight", "targets_simulate.smk") -targets = TargetDownloads.append(TargetSimreads) -# define the rule all - - rule all: input: - targets, + TargetDownloads, + TargetSimreads, From fd55d6e2cbc50b9c3c25307672b1b53f8d937ff3 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 15:20:22 +0100 Subject: [PATCH 172/365] added list_fastas function --- mess/workflow/rules/preflight/functions.smk | 27 +++++++++------------ mess/workflow/rules/processing/fastas.smk | 6 +++-- 2 files changed, 15 insertions(+), 18 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index d81b622..898650a 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -31,29 +31,24 @@ def parse_samples(indir, replicates): return [prod[0] + "-" + str(prod[1]) for prod in products] -def get_fasta(wildcards): +def list_fastas(wildcards, out=None, ext=None, expand=True): try: - checkpoint_dir = os.path.dirname( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - fasta_dir = os.path.asbpath(os.path.join(checkpoint_dir, "assemblies")) - except AttributeError: + assert (ap.utils.to_dict(config.args)["fasta"]) is not None fasta_dir = os.path.abspath(config.args.fasta) - return os.path.join(fasta_dir, "{fasta}.fna.gz") - -def parse_fastas(): - try: + except (KeyError, AssertionError): checkpoint_dir = os.path.dirname( checkpoints.download_assemblies.get(**wildcards).output[0] ) - fasta_dir = os.path.asbpath(os.path.join(checkpoint_dir, "assemblies")) + fasta_dir = os.path.join(checkpoint_dir, "assemblies") - except AttributeError: - fasta_dir = os.path.abspath(config.args.fasta) - return [ - os.path.basename(fa).split(".fna.gz")[0] for fa in list_files(fasta_dir, "gz") - ] + if expand: + return [ + os.path.join(out, os.path.basename(fa).split(".fna.gz")[0] + ext) + for fa in list_files(fasta_dir, "gz") + ] + else: + return os.path.join(fasta_dir, f"{{fasta}}.{ext}") def get_value(table, wildcards, value): diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index cf0009e..cd9f2b6 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -1,6 +1,8 @@ rule unzip_fasta: input: - get_fasta, + lambda wildcards: list_fastas( + wildcards, out=dir.out.fasta, ext="fna.gz", expand=False + ), output: temp(os.path.join(dir.out.fasta, "{fasta}.fa")), benchmark: @@ -35,7 +37,7 @@ rule merge_contigs: checkpoint split_contigs: input: - expand(os.path.join(dir.out.fasta, "{fasta}.renamed"), fasta=FASTAS), + lambda wildcards: list_fastas(wildcards, out=dir.out.fasta, ext="renamed"), output: temp(os.path.join(dir.out.fasta, "split", "split.tsv")), params: From be2603e1109efa874d47b3dd8c8aade913a1ff04 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 15:20:33 +0100 Subject: [PATCH 173/365] fixed short reads dir --- mess/workflow/rules/processing/reads.smk | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 07b194b..7ad545b 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -19,8 +19,8 @@ if SEQ_TECH == "illumina": """ fastq_gz = [ - temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}1.fq.gz")), - temp(os.path.join(dir.out.fastq, "{sample}", "{fasta}2.fq.gz")), + temp(os.path.join(dir.out.short, "{sample}", "{fasta}1.fq.gz")), + temp(os.path.join(dir.out.short, "{sample}", "{fasta}2.fq.gz")), ] rule compress_fastq: From fb66bd2346b774f065409bb816da93f8ff08a12b Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 15:32:02 +0100 Subject: [PATCH 174/365] removed shebang --- mess/workflow/scripts/calculate_cov.py | 2 -- mess/workflow/scripts/replicates.py | 2 -- mess/workflow/scripts/samples.py | 2 -- 3 files changed, 6 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 16a97b5..4fad43a 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python3 - import pandas as pd import numpy as np import os diff --git a/mess/workflow/scripts/replicates.py b/mess/workflow/scripts/replicates.py index 321c7f1..baa82fd 100644 --- a/mess/workflow/scripts/replicates.py +++ b/mess/workflow/scripts/replicates.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python3 - import pandas as pd import numpy as np diff --git a/mess/workflow/scripts/samples.py b/mess/workflow/scripts/samples.py index 15ddf35..96e2f48 100644 --- a/mess/workflow/scripts/samples.py +++ b/mess/workflow/scripts/samples.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python3 - import os import glob import pandas as pd From 1a27e980418a8180aa4a47749bb942675fe2d323 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 11 Jan 2024 16:13:08 +0100 Subject: [PATCH 175/365] removed examples --- mess/workflow/envs/example.yaml | 5 ----- mess/workflow/scripts/example.py | 7 ------- 2 files changed, 12 deletions(-) delete mode 100644 mess/workflow/envs/example.yaml delete mode 100644 mess/workflow/scripts/example.py diff --git a/mess/workflow/envs/example.yaml b/mess/workflow/envs/example.yaml deleted file mode 100644 index 3bf8ab1..0000000 --- a/mess/workflow/envs/example.yaml +++ /dev/null @@ -1,5 +0,0 @@ -name: python -channels: - - defaults -dependencies: - - python>=3.9 diff --git a/mess/workflow/scripts/example.py b/mess/workflow/scripts/example.py deleted file mode 100644 index 6a3560e..0000000 --- a/mess/workflow/scripts/example.py +++ /dev/null @@ -1,7 +0,0 @@ - -def main(**kwargs): - open(kwargs["output"], "w").close() - - -if __name__ == "__main__": - main(output=snakemake.output[0],) From b5f4a344ee680269f19d804631d4ccb9f27d9215 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Jan 2024 11:04:08 +0100 Subject: [PATCH 176/365] added minimal test example --- mess/test_data/minimal_test.tsv | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/test_data/minimal_test.tsv diff --git a/mess/test_data/minimal_test.tsv b/mess/test_data/minimal_test.tsv new file mode 100644 index 0000000..5445170 --- /dev/null +++ b/mess/test_data/minimal_test.tsv @@ -0,0 +1,5 @@ +entry cov_sim nb sample +staphylococcus_aureus 10 1 sample1 +pseudomonas_aeruginosa 10 1 sample1 +1813735 10 1 sample2 +114185 10 1 sample2 From 429e5e6b477248c25b2f29b2e5bede68b6827744 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Jan 2024 11:04:42 +0100 Subject: [PATCH 177/365] fixed when input is one file --- mess/workflow/rules/preflight/functions.smk | 3 ++- mess/workflow/scripts/samples.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 898650a..2277515 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -15,7 +15,7 @@ def list_files(indir, extensions): def parse_samples(indir, replicates): if os.path.isfile(indir): - files = indir + files = [indir] else: files = glob.glob(f"{indir}/*.tsv") @@ -27,6 +27,7 @@ def parse_samples(indir, replicates): ) except KeyError: samples.append(os.path.basename(file).split(".")[0]) + samples = list(chain.from_iterable(samples)) products = list(product(samples, replicates)) return [prod[0] + "-" + str(prod[1]) for prod in products] diff --git a/mess/workflow/scripts/samples.py b/mess/workflow/scripts/samples.py index 96e2f48..a5e91d8 100644 --- a/mess/workflow/scripts/samples.py +++ b/mess/workflow/scripts/samples.py @@ -3,7 +3,7 @@ import pandas as pd if os.path.isfile(snakemake.params[0]): - files = snakemake.params[0] + files = [snakemake.params[0]] else: files = glob.glob(f"{snakemake.params[0]}/*.tsv") From 7c885249f16cf8be959c7a9166c73b2f25df22c8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Jan 2024 11:05:15 +0100 Subject: [PATCH 178/365] added test command --- mess/__main__.py | 33 +++++++++++++++++++++++++++++++++ 1 file changed, 33 insertions(+) diff --git a/mess/__main__.py b/mess/__main__.py index 88423cd..1063aea 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -85,6 +85,13 @@ def cli(): mess simulate -i [input] -o [output] --fasta [fasta] \\ --asm-summary [asm_summary] --tech [tech] """ +help_test = """ +\b +test command to run mess from assembly download to read simulation +\b +EXAMPLES: +mess test -o [output] +""" @click.command( @@ -283,6 +290,31 @@ def simulate( ) +@click.command( + epilog=help_test, + context_settings=dict( + help_option_names=["-h", "--help"], ignore_unknown_options=True + ), +) +@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") +@click.option( + "--ncbi_email", help="NCBI email", type=str, required=False, default="none" +) +@sim_options +@common_options +def test(**kwargs): + """Run mess on test data""" + # Config to add or update in configfile + kwargs["input"] = snake_base(os.path.join("test_data", "minimal_test.tsv")) + merge_config = {"args": kwargs} + run_snakemake( + # Full path to Snakefile + snakefile_path=snake_base(os.path.join("workflow", "Snakefile")), + merge_config=merge_config, + **kwargs, + ) + + @click.command() @common_options def config(configfile, system_config, **kwargs): @@ -299,6 +331,7 @@ def citation(**kwargs): cli.add_command(run) cli.add_command(download) cli.add_command(simulate) +cli.add_command(test) cli.add_command(config) cli.add_command(citation) From bbd3aa37f8f4581cf7fbb6f72d8c55ca2f9f84d1 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Jan 2024 11:21:09 +0100 Subject: [PATCH 179/365] began adding hmp_template command --- mess/__main__.py | 33 +++++++++++++++++++++++++++++++++ 1 file changed, 33 insertions(+) diff --git a/mess/__main__.py b/mess/__main__.py index 1063aea..d6e5d14 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -92,6 +92,14 @@ def cli(): EXAMPLES: mess test -o [output] """ +help_hmp_templates = """ +\b +command to download and simulate healthy human microbiome templates +\b +EXAMPLES: +mess hmp_template --site gut -o gut +mess hmp_template --site buccal_mucosa --sample SRS013506 -o SRS013506 +""" @click.command( @@ -315,6 +323,31 @@ def test(**kwargs): ) +@click.command( + epilog=help_hmp_templates, + context_settings=dict( + help_option_names=["-h", "--help"], ignore_unknown_options=True + ), +) +@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") +@click.option( + "--ncbi_email", help="NCBI email", type=str, required=False, default="none" +) +@sim_options +@common_options +def hmp_template(**kwargs): + """Download and simulate healthy human microbiome templates""" + # Config to add or update in configfile + kwargs["input"] = snake_base(os.path.join("data", "minimal_test.tsv")) + merge_config = {"args": kwargs} + run_snakemake( + # Full path to Snakefile + snakefile_path=snake_base(os.path.join("workflow", "Snakefile")), + merge_config=merge_config, + **kwargs, + ) + + @click.command() @common_options def config(configfile, system_config, **kwargs): From a8e13733ed67b4595fc35271306eb93889e029bd Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Jan 2024 11:41:57 +0100 Subject: [PATCH 180/365] added hmp templates --- mess/data/buccal_mucosa/SRS013506.tsv | 354 +++++ mess/data/buccal_mucosa/SRS019352.tsv | 120 ++ mess/data/buccal_mucosa/SRS050029.tsv | 224 +++ mess/data/buccal_mucosa/SRS054569.tsv | 305 ++++ mess/data/buccal_mucosa/SRS056042.tsv | 108 ++ mess/data/gut/SRS1041031.tsv | 990 ++++++++++++ mess/data/gut/SRS1041129.tsv | 719 +++++++++ mess/data/gut/SRS104912.tsv | 1705 ++++++++++++++++++++ mess/data/gut/SRS105082.tsv | 2084 +++++++++++++++++++++++++ mess/data/gut/SRS147088.tsv | 227 +++ mess/data/throat/SRS014475.tsv | 72 + mess/data/throat/SRS014689.tsv | 345 ++++ mess/data/throat/SRS065335.tsv | 150 ++ mess/data/throat/SRS143032.tsv | 40 + mess/data/throat/SRS144378.tsv | 86 + mess/data/vagina/SRS097885.tsv | 27 + mess/data/vagina/SRS098585.tsv | 108 ++ mess/data/vagina/SRS142957.tsv | 32 + mess/data/vagina/SRS143776.tsv | 42 + mess/data/vagina/SRS146847.tsv | 40 + 20 files changed, 7778 insertions(+) create mode 100644 mess/data/buccal_mucosa/SRS013506.tsv create mode 100644 mess/data/buccal_mucosa/SRS019352.tsv create mode 100644 mess/data/buccal_mucosa/SRS050029.tsv create mode 100644 mess/data/buccal_mucosa/SRS054569.tsv create mode 100644 mess/data/buccal_mucosa/SRS056042.tsv create mode 100644 mess/data/gut/SRS1041031.tsv create mode 100644 mess/data/gut/SRS1041129.tsv create mode 100644 mess/data/gut/SRS104912.tsv create mode 100644 mess/data/gut/SRS105082.tsv create mode 100644 mess/data/gut/SRS147088.tsv create mode 100644 mess/data/throat/SRS014475.tsv create mode 100644 mess/data/throat/SRS014689.tsv create mode 100644 mess/data/throat/SRS065335.tsv create mode 100644 mess/data/throat/SRS143032.tsv create mode 100644 mess/data/throat/SRS144378.tsv create mode 100644 mess/data/vagina/SRS097885.tsv create mode 100644 mess/data/vagina/SRS098585.tsv create mode 100644 mess/data/vagina/SRS142957.tsv create mode 100644 mess/data/vagina/SRS143776.tsv create mode 100644 mess/data/vagina/SRS146847.tsv diff --git a/mess/data/buccal_mucosa/SRS013506.tsv b/mess/data/buccal_mucosa/SRS013506.tsv new file mode 100644 index 0000000..3559fb8 --- /dev/null +++ b/mess/data/buccal_mucosa/SRS013506.tsv @@ -0,0 +1,354 @@ +entry nb reads +28037 1 1314603 +1313 1 505181 +735 1 426416 +729 1 246908 +726 1 223778 +1433513 1 215058 +712310 1 169487 +1303 1 157763 +727 1 138141 +2598453 1 125570 +1379 1 121449 +483 1 57209 +43675 1 32918 +1302 1 29915 +589873 1 27620 +113107 1 26690 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b/mess/data/throat/SRS014475.tsv @@ -0,0 +1,72 @@ +entry nb reads +487 1 183496 +727 1 88104 +729 1 15020 +28132 1 7641 +39778 1 6955 +1660 1 6904 +28037 1 5683 +2610896 1 5257 +712633 1 4542 +43675 1 4254 +39777 1 4247 +1177574 1 3514 +28449 1 3396 +589873 1 3244 +1304 1 3168 +2663009 1 3003 +1303 1 2499 +84135 1 2406 +28131 1 2330 +199 1 2314 +29466 1 2228 +486 1 2026 +1313 1 1942 +157687 1 1813 +655307 1 1615 +114527 1 1423 +43990 1 1409 +1379 1 1166 +485 1 1156 +484 1 1018 +113107 1 978 +483 1 906 +1433513 1 884 +495 1 832 +2047 1 806 +2598453 1 725 +1305 1 675 +28135 1 637 +617123 1 635 +489 1 635 +726 1 619 +78535 1 606 +52773 1 590 +851 1 589 +95486 1 582 +172042 1 574 +712357 1 537 +860 1 507 +488 1 507 +248315 1 504 +28129 1 492 +1302 1 446 +1852377 1 432 +45634 1 422 +33033 1 402 +539 1 392 +1747 1 380 +43768 1 353 +2382163 1 327 +712368 1 311 +735 1 295 +732 1 289 +249188 1 277 +40215 1 263 +29391 1 259 +712710 1 246 +1335 1 237 +712310 1 230 +1156431 1 226 +1839799 1 218 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245 +1590 1 244 +51665 1 244 +2364787 1 244 +1561 1 242 +1542 1 242 +287 1 241 +1270 1 241 +1076 1 241 +273384 1 241 +79329 1 240 +40324 1 240 +708126 1 237 +33970 1 237 +1681 1 236 +1505 1 236 +1630135 1 235 +1366 1 235 +2320868 1 234 +1785995 1 233 +47715 1 233 +1796613 1 233 +2582419 1 231 +2496265 1 231 +1685 1 230 +1363 1 230 +54005 1 230 +28038 1 228 +646413 1 226 +1393 1 225 +2572087 1 224 +1405 1 224 +2496867 1 223 +1712675 1 223 +237258 1 222 +1288 1 222 +200 1 221 +1564681 1 220 +1408 1 220 +1398 1 218 +1613 1 216 +738 1 216 +2161821 1 216 +1548 1 216 +43770 1 215 +417368 1 215 +1359 1 213 +1748 1 213 +2585118 1 212 +43674 1 212 +1245 1 211 +56 1 210 +1376 1 209 +1160721 1 209 +2697030 1 209 +2495645 1 208 +2589797 1 208 +47671 1 206 +239935 1 206 +996 1 205 +1852374 1 205 +2093856 1 204 +670 1 203 +2377 1 203 +584 1 202 +1513 1 201 +484770 1 201 +1642647 1 201 diff --git a/mess/data/throat/SRS065335.tsv b/mess/data/throat/SRS065335.tsv new file mode 100644 index 0000000..1e9b51b --- /dev/null +++ b/mess/data/throat/SRS065335.tsv @@ -0,0 +1,150 @@ +entry nb reads +199 1 192015 +28132 1 166398 +28449 1 152986 +729 1 137771 +2663009 1 127771 +1177574 1 112863 +39777 1 83177 +157687 1 80753 +28131 1 59142 +39778 1 47565 +484 1 40427 +712633 1 36973 +860 1 26455 +712538 1 24642 +1304 1 21928 +713030 1 18449 +1019 1 18293 +1017 1 18033 +29466 1 16119 +43675 1 14898 +327575 1 12871 +2545799 1 12824 +249188 1 12660 +487 1 11500 +84135 1 11238 +851 1 8693 +1660 1 7735 +712357 1 7702 +617123 1 7434 +2610896 1 7114 +1280 1 7077 +28135 1 6870 +28037 1 6513 +28129 1 6457 +589873 1 5635 +726 1 4761 +1303 1 4547 +486 1 4404 +157691 1 4311 +495 1 4221 +727 1 4180 +76123 1 3889 +488 1 3441 +2708117 1 3432 +1313 1 3297 +837 1 3195 +483 1 3090 +95486 1 2776 +204 1 2525 +712368 1 2501 +113107 1 2491 +1583098 1 2461 +1884263 1 2216 +109328 1 2214 +712710 1 2208 +712310 1 2124 +1852377 1 2048 +732 1 2020 +2598453 1 1982 +248315 1 1834 +1316596 1 1763 +735 1 1697 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+714 1 215 +715 1 214 +43768 1 214 +2666100 1 214 +820 1 212 +1502 1 211 +504 1 211 +1311 1 210 +28188 1 209 +1796646 1 203 +47678 1 203 diff --git a/mess/data/throat/SRS143032.tsv b/mess/data/throat/SRS143032.tsv new file mode 100644 index 0000000..66d74d1 --- /dev/null +++ b/mess/data/throat/SRS143032.tsv @@ -0,0 +1,40 @@ +entry nb reads +589873 1 63425 +573 1 40147 +145261 1 32069 +28132 1 9578 +1177574 1 7402 +95486 1 7006 +244366 1 6931 +39778 1 4146 +39777 1 3070 +821 1 3021 +1304 1 2976 +28116 1 2742 +729 1 2033 +562 1 1546 +43675 1 1453 +10847 1 1415 +29466 1 986 +199 1 903 +28131 1 835 +2610896 1 633 +28037 1 614 +735 1 600 +712633 1 565 +550 1 471 +371601 1 469 +357276 1 351 +1660 1 312 +542 1 275 +1303 1 267 +114527 1 263 +853 1 259 +488 1 237 +1313 1 234 +546 1 226 +726 1 220 +28135 1 220 +28129 1 219 +1526658 1 217 +1433513 1 205 diff --git a/mess/data/throat/SRS144378.tsv b/mess/data/throat/SRS144378.tsv new file mode 100644 index 0000000..99c79db --- /dev/null +++ b/mess/data/throat/SRS144378.tsv @@ -0,0 +1,86 @@ +entry nb reads +589873 1 166850 +145261 1 74136 +1379 1 60158 +487 1 57190 +727 1 33120 +1328 1 19977 +28037 1 19459 +43675 1 14584 +95486 1 13951 +244366 1 13047 +1304 1 11645 +1313 1 9921 +39778 1 9651 +851 1 8656 +28131 1 8078 +1660 1 6504 +39777 1 6144 +732 1 5670 +2610896 1 5008 +28132 1 4365 +504 1 4351 +486 1 3869 +562 1 3689 +726 1 3638 +729 1 3582 +1177574 1 3316 +10847 1 3292 +1433513 1 2832 +29391 1 2604 +712633 1 2342 +29466 1 2342 +84135 1 2314 +1303 1 2309 +485 1 2156 +1338 1 2053 +33033 1 1994 +2598453 1 1899 +489 1 1767 +573 1 1508 +199 1 1421 +28449 1 1380 +157687 1 1340 +1335 1 1189 +2663009 1 1185 +483 1 1055 +550 1 1003 +539 1 932 +735 1 932 +113107 1 873 +484 1 726 +1747 1 687 +120683 1 677 +1839799 1 645 +488 1 627 +1343 1 618 +542 1 577 +114527 1 546 +1539298 1 536 +1316593 1 526 +1583098 1 524 +712310 1 486 +1705617 1 461 +1305 1 453 +52773 1 446 +495 1 440 +204 1 400 +1302 1 398 +76123 1 391 +1852377 1 360 +1308 1 348 +78535 1 337 +617123 1 324 +712538 1 276 +712357 1 251 +2382163 1 248 +2047 1 244 +837 1 243 +197575 1 237 +1613 1 232 +45634 1 222 +713030 1 210 +28135 1 208 +10665 1 207 +1307 1 201 +28129 1 200 diff --git a/mess/data/vagina/SRS097885.tsv b/mess/data/vagina/SRS097885.tsv new file mode 100644 index 0000000..3d25b57 --- /dev/null +++ b/mess/data/vagina/SRS097885.tsv @@ -0,0 +1,27 @@ +entry nb reads +47770 1 645231 +145261 1 33481 +244366 1 9698 +2047 1 6687 +589873 1 3662 +544580 1 3180 +1655 1 2838 +43768 1 2697 +1596 1 2601 +29466 1 1838 +1303 1 1461 +1587 1 1402 +1633 1 1281 +1305 1 1144 +1656 1 775 +1604 1 632 +2107999 1 417 +52242 1 413 +1302 1 400 +729 1 399 +172042 1 380 +573 1 342 +1579 1 291 +33959 1 240 +10847 1 213 +1747 1 210 diff --git a/mess/data/vagina/SRS098585.tsv b/mess/data/vagina/SRS098585.tsv new file mode 100644 index 0000000..f4e4eb9 --- /dev/null +++ b/mess/data/vagina/SRS098585.tsv @@ -0,0 +1,108 @@ +entry nb reads +47770 1 435567 +145261 1 277486 +244366 1 128739 +821 1 42560 +589873 1 33385 +853 1 19867 +28116 1 14696 +729 1 13129 +2528203 1 10992 +28037 1 9421 +823 1 7932 +1587 1 7815 +2109691 1 7022 +292800 1 3466 +1313 1 3445 +28118 1 3125 +1520 1 3042 +357276 1 3036 +818 1 3019 +726 1 3018 +371601 1 2922 +820 1 2843 +43768 1 2639 +2585119 1 2503 +817 1 2344 +1633 1 2284 +1433513 1 2242 +1303 1 2202 +28132 1 2155 +1177574 1 1775 +727 1 1616 +39778 1 1571 +1660 1 1506 +1379 1 1370 +29466 1 1266 +28131 1 1210 +2610895 1 1178 +39777 1 1120 +1304 1 1115 +2718 1 1076 +712310 1 1052 +2585118 1 1026 +199 1 1014 +2093856 1 997 +1604 1 976 +1796613 1 929 +43675 1 905 +2093857 1 853 +28135 1 853 +2598453 1 811 +2364787 1 760 +2109687 1 752 +2109688 1 749 +1550024 1 741 +157687 1 736 +2479767 1 687 +544580 1 667 +210 1 659 +95486 1 659 +74426 1 651 +2663009 1 643 +47678 1 602 +1305 1 598 +824 1 587 +1655 1 579 +1750 1 559 +301301 1 555 +2094242 1 552 +573 1 515 +68570 1 512 +851 1 505 +550 1 503 +28129 1 486 +246787 1 480 +2494234 1 470 +329854 1 459 +2610896 1 438 +2025876 1 402 +1309 1 401 +2133944 1 384 +712710 1 367 +39488 1 360 +1302 1 343 +1747 1 330 +712122 1 327 +113107 1 323 +52242 1 304 +1613 1 298 +712633 1 295 +28113 1 294 +33959 1 271 +1496 1 268 +2584944 1 266 +488 1 254 +76123 1 246 +249188 1 243 +114527 1 236 +1598 1 233 +837 1 227 +28119 1 227 +1852377 1 226 +1656 1 218 +33038 1 216 +2662363 1 215 +10847 1 208 +28449 1 202 +2584943 1 200 diff --git a/mess/data/vagina/SRS142957.tsv b/mess/data/vagina/SRS142957.tsv new file mode 100644 index 0000000..8a0419c --- /dev/null +++ b/mess/data/vagina/SRS142957.tsv @@ -0,0 +1,32 @@ +entry nb reads +147802 1 853967 +109790 1 334437 +589873 1 14075 +145261 1 10395 +2057741 1 8965 +95486 1 8844 +47770 1 4935 +329 1 4050 +10847 1 1984 +1598 1 1962 +1197460 1 1335 +69666 1 810 +2702 1 702 +1679497 1 688 +2010972 1 648 +244366 1 638 +562 1 613 +492670 1 548 +366602 1 455 +87541 1 402 +1747 1 383 +155892 1 381 +88688 1 368 +1280 1 324 +69665 1 305 +69395 1 267 +1587 1 252 +2201350 1 245 +588932 1 241 +244734 1 231 +1076 1 203 diff --git a/mess/data/vagina/SRS143776.tsv b/mess/data/vagina/SRS143776.tsv new file mode 100644 index 0000000..a7b3f1a --- /dev/null +++ b/mess/data/vagina/SRS143776.tsv @@ -0,0 +1,42 @@ +entry nb reads +47770 1 3095389 +145261 1 39245 +244366 1 30370 +589873 1 21670 +95486 1 18753 +863372 1 9461 +1587 1 6102 +40324 1 3943 +1604 1 3427 +1774 1 3306 +2082188 1 2922 +75588 1 2897 +1561223 1 2520 +2282124 1 1929 +52242 1 1768 +85698 1 1767 +550 1 1280 +1579 1 1214 +2107999 1 1184 +93064 1 1133 +33959 1 1118 +267818 1 802 +2690380 1 573 +1633 1 480 +1596 1 467 +1520670 1 410 +83683 1 381 +294 1 374 +47883 1 361 +109790 1 327 +217203 1 298 +32002 1 282 +964 1 265 +80842 1 254 +303 1 252 +1515612 1 243 +10847 1 242 +317 1 237 +82367 1 236 +1747 1 224 +68895 1 206 diff --git a/mess/data/vagina/SRS146847.tsv b/mess/data/vagina/SRS146847.tsv new file mode 100644 index 0000000..cc96f13 --- /dev/null +++ b/mess/data/vagina/SRS146847.tsv @@ -0,0 +1,40 @@ +entry nb reads +147802 1 570559 +145261 1 48960 +589873 1 32189 +47770 1 17457 +244366 1 11516 +109790 1 11294 +95486 1 11123 +28037 1 8301 +1313 1 5946 +1774 1 3727 +134821 1 3127 +10847 1 2975 +1561223 1 2866 +562 1 2699 +1303 1 2660 +1311 1 2492 +1633 1 1719 +573 1 1153 +1596 1 1091 +1433513 1 1014 +2598453 1 905 +87541 1 858 +1870984 1 685 +550 1 635 +1328 1 585 +1520670 1 534 +1747 1 503 +1587 1 417 +1613 1 396 +542 1 395 +1314 1 358 +1379 1 323 +1282 1 307 +1260 1 281 +113107 1 245 +1598 1 245 +36809 1 222 +1526658 1 218 +236753 1 204 From 6b57e8031d3c2e2d0afae86c6ddbb17feba39bb5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Jan 2024 11:58:59 +0100 Subject: [PATCH 181/365] added site and sample options for hmp-template command --- mess/__main__.py | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index d6e5d14..56550ed 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -139,7 +139,7 @@ def run( bam, paired, seed, - **kwargs + **kwargs, ): """Run MeSS""" # Config to add or update in configfile @@ -193,7 +193,7 @@ def run( ) @common_options def download(input, output, log, ncbi_email, ncbi_key, **kwargs): - """download assemblies""" + """Download assemblies""" # Config to add or update in configfile merge_config = { "args": { @@ -258,9 +258,9 @@ def simulate( bam, paired, seed, - **kwargs + **kwargs, ): - """simulate reads""" + """Simulate reads from local fastas""" # Config to add or update in configfile merge_config = { "args": { @@ -329,16 +329,29 @@ def test(**kwargs): help_option_names=["-h", "--help"], ignore_unknown_options=True ), ) +@click.option( + "--site", + help="choose microbiome site", + type=click.Choice(["gut", "buccal_mucosa", "vagina", "throat"]), + required=True, + default="gut", +) +@click.option( + "--sample", help="choose sample template", type=str, required=False, default=None +) @click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") @click.option( "--ncbi_email", help="NCBI email", type=str, required=False, default="none" ) @sim_options @common_options -def hmp_template(**kwargs): +def hmp_template(site, sample, **kwargs): """Download and simulate healthy human microbiome templates""" # Config to add or update in configfile - kwargs["input"] = snake_base(os.path.join("data", "minimal_test.tsv")) + if sample == None: + kwargs["input"] = snake_base(os.path.join("data", site)) + else: + kwargs["input"] = snake_base(os.path.join("data", site, f"{sample}.tsv")) merge_config = {"args": kwargs} run_snakemake( # Full path to Snakefile @@ -365,6 +378,7 @@ def citation(**kwargs): cli.add_command(download) cli.add_command(simulate) cli.add_command(test) +cli.add_command(hmp_template) cli.add_command(config) cli.add_command(citation) From 3e282620dcf79a4ff9b788698dce66ec4ff495bf Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Jan 2024 10:09:22 +0100 Subject: [PATCH 182/365] added download options for assembly_finder --- mess/__main__.py | 21 +--- mess/util.py | 111 +++++++++++++++++- mess/workflow/Snakefile | 9 ++ mess/workflow/download.smk | 9 ++ .../rules/download/assembly_finder.smk | 28 ++++- 5 files changed, 155 insertions(+), 23 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 56550ed..1141801 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -17,6 +17,7 @@ get_version, print_citation, common_options, + download_options, sim_options, ) @@ -109,10 +110,7 @@ def cli(): ), ) @click.option("-i", "--input", help="Input sample sheet(s)", type=str, required=True) -@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") -@click.option( - "--ncbi_email", help="NCBI email", type=str, required=False, default="none" -) +@download_options @common_options @sim_options def run( @@ -187,10 +185,7 @@ def run( ), ) @click.option("-i", "--input", help="Input file/directory", type=str, required=True) -@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") -@click.option( - "--ncbi_email", help="NCBI email", type=str, required=False, default="none" -) +@download_options @common_options def download(input, output, log, ncbi_email, ncbi_key, **kwargs): """Download assemblies""" @@ -304,10 +299,7 @@ def simulate( help_option_names=["-h", "--help"], ignore_unknown_options=True ), ) -@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") -@click.option( - "--ncbi_email", help="NCBI email", type=str, required=False, default="none" -) +@download_options @sim_options @common_options def test(**kwargs): @@ -339,10 +331,7 @@ def test(**kwargs): @click.option( "--sample", help="choose sample template", type=str, required=False, default=None ) -@click.option("--ncbi_key", help="NCBI key", type=str, required=False, default="none") -@click.option( - "--ncbi_email", help="NCBI email", type=str, required=False, default="none" -) +@download_options @sim_options @common_options def hmp_template(site, sample, **kwargs): diff --git a/mess/util.py b/mess/util.py index 750f6d6..fb1a714 100644 --- a/mess/util.py +++ b/mess/util.py @@ -31,7 +31,7 @@ def default_to_output(ctx, param, value): def common_options(func): """Common command line args - Define common command line args here, and include them with the common_options decorator below. + Define common command line args here, and include them with the common_options decorator. """ options = [ click.option( @@ -102,7 +102,7 @@ def common_options(func): def sim_options(func): """Reads simulation command line args - include simulate args with the sim_options decorator below. + include simulate args with the sim_options decorator. """ options = [ click.option( @@ -237,3 +237,110 @@ def sim_options(func): for option in reversed(options): func = option(func) return func + + +def download_options(func): + """Assembly finder command line args + include download args with the download_options decorator. + """ + options = [ + click.option( + "--db", + type=click.Choice(["refseq", "genbank"], case_sensitive=False), + help="download from refseq or genbank", + default="refseq", + show_default=True, + ), + click.option( + "--uid", + help="are inputs UIDs or assembly names", + type=str, + default=False, + show_default=True, + ), + click.option( + "--rc", + type=str, + help="select reference, representative or all", + default="all", + show_default=True, + ), + click.option( + "--al", + type=str, + help="select complete, chromosome, scaffold, contig or all", + default="complete", + show_default=True, + ), + click.option( + "--an", + type=click.Choice(["False", "True"]), + help="select assemblies with annotation", + default="False", + show_default=True, + ), + click.option( + "--rank", + help="taxonomic rank to filter by assemblies ", + default="none", + type=click.Choice( + [ + "superkingdom", + "phylum", + "class", + "order", + "family", + "genus", + "species", + "none", + ], + case_sensitive=False, + ), + show_default=True, + ), + click.option( + "--nr", + help="max number of genome by target rank (example: 1 per species)", + type=str, + default="none", + show_default=True, + ), + click.option( + "--ete_db", + type=str, + default=os.path.join(os.environ["HOME"], ".etetoolkit"), + help="path where to save/find ete taxa.sqlite file", + show_default=True, + ), + click.option( + "--ncbi_key", help="NCBI key", type=str, required=False, default="none" + ), + click.option( + "--ncbi_email", help="NCBI email", type=str, required=False, default="none" + ), + click.option( + "--nb", + help="number of assemblies per entry", + type=str, + default="all", + show_default=True, + ), + click.option( + "--suffixes", + type=str, + help="suffix of files to download from NCBI's ftp", + default="assembly_report.txt,genomic.fna.gz", + show_default=True, + ), + click.option( + "--exclude", + type=str, + help="filter to exclude assemblies (example: exclude from metagenomes)", + default="metagenome", + show_default=True, + ), + ] + + for option in reversed(options): + func = option(func) + return func diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index d21be82..99beb73 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -51,6 +51,15 @@ THREADS = config.args.threads # download options NCBI_EMAIL = config.args.ncbi_email NCBI_KEY = config.args.ncbi_key +DB = config.args.db +UID = config.args.uid +ASM_LVL = config.args.al +ANNOT = config.args.an +RANK = config.args.rank +NB_RANK = config.args.nr +ETE_DB = config.args.ete_db +NB = config.args.nb +EXCLUDE = config.args.exclude # samples and replicates options REPLICATES = list(range(1, config.args.replicates + 1)) diff --git a/mess/workflow/download.smk b/mess/workflow/download.smk index 009738e..51ffe81 100644 --- a/mess/workflow/download.smk +++ b/mess/workflow/download.smk @@ -37,6 +37,15 @@ LOG = os.path.join(OUTPUT, "mess.log") THREADS = config.args.threads NCBI_EMAIL = config.args.ncbi_email NCBI_KEY = config.args.ncbi_key +DB = config.args.db +UID = config.args.uid +ASM_LVL = config.args.al +ANNOT = config.args.an +RANK = config.args.rank +NB_RANK = config.args.nr +ETE_DB = config.args.ete_db +NB = config.args.nb +EXCLUDE = config.args.exclude # functions diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index 091c861..5eb0dbe 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -19,6 +19,15 @@ checkpoint download_assemblies: params: ncbi_key=NCBI_KEY, ncbi_email=NCBI_EMAIL, + nb=NB, + db=DB, + uid=UID, + alvl=ASM_LVL, + annot=ANNOT, + excl=EXCLUDE, + rank=RANK, + nr=NB_RANK, + ete=ETE_DB, out=os.path.join(dir.out.base, "download"), threads: config.resources.med.cpu benchmark: @@ -27,11 +36,20 @@ checkpoint download_assemblies: os.path.join(dir.out.logs, "download", "download.log"), shell: """ - assembly_finder \\ - -i {input} \\ - -o {params.out} \\ - -nk {params.ncbi_key} \\ - -ne {params.ncbi_email} \\ + assembly_finder \ + -i {input} \ + -nk {params.ncbi_key} \ + -ne {params.ncbi_email} \ + -nb {params.nb} \ + -db {params.db} \ + -id {params.uid} \ + -al {params.alvl} \ + -an {params.annot} \ + -ex {params.excl} \ + -r {params.rank} \ + -nr {params.nr} \ + -et {params.ete} \ + -o {params.out} \ --nolock 2> {log} assembly_finder -v > {output.version} """ From 5b7924900ba0fdbb63583a3ed4a16c1a797aad74 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 19 Jan 2024 15:43:06 +0100 Subject: [PATCH 183/365] renamed total bases to bases --- mess/workflow/Snakefile | 2 +- mess/workflow/rules/processing/coverages.smk | 2 +- mess/workflow/simulate.smk | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 99beb73..5ee2d3b 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -70,7 +70,7 @@ REP_SD = config.args.rep_sd # coverage options SEQ_TECH = config.args.tech ASM_SUMMARY = config.args.asm_summary -TOTAL_BASES = config.args.total_bases +BASES = config.args.bases PAIRED = config.args.paired if not SEQ_TECH == "illumina": diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index fd4320e..fce4555 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -23,7 +23,7 @@ checkpoint calculate_coverage: dist=DIST, mu=MU, sigma=SIGMA, - total_bases=TOTAL_BASES, + bases=BASES, read_len=MEAN_LEN, pairing=PAIRED, seed=SEED, diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index a1f19b9..c4c8a02 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -42,7 +42,7 @@ include: os.path.join("rules", "preflight", "samples.smk") # coverage options SEQ_TECH = config.args.tech ASM_SUMMARY = config.args.asm_summary -TOTAL_BASES = config.args.total_bases +BASES = config.args.bases PAIRED = config.args.paired if not SEQ_TECH == "illumina": PAIRED = False From 5b260c4e8d3bf3fae1259672a5ea356b6583b87a Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 19 Jan 2024 15:43:44 +0100 Subject: [PATCH 184/365] added abundances in accepted cols --- mess/workflow/scripts/calculate_cov.py | 63 ++++++++++++++++++++------ mess/workflow/scripts/replicates.py | 2 +- 2 files changed, 49 insertions(+), 16 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 4fad43a..3f4f8a6 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -11,6 +11,9 @@ def get_lognormal_dist(df, mu, sigma): + """ + function for simulating lognormal sequence distribution + """ df["lognormal"] = np.random.lognormal(mean=mu, sigma=sigma, size=len(df)) df["proportion"] = df["lognormal"] / df["lognormal"].sum() return df @@ -20,7 +23,12 @@ def get_even_dist(df, cols): """ function that calculates even abundances across taxonomy """ - abundances = df[cols].value_counts(normalize=True).reset_index() + abundances = ( + df[cols] + .value_counts(normalize=True) + .reset_index() + .rename(columns={"proportion": "abundance"}, inplace=True) + ) return df.merge(abundances) @@ -45,8 +53,8 @@ def get_even_dist(df, cols): asm_df = pd.read_csv(snakemake.input.asm, sep="\t", dtype={"entry": object}) df = entry_df.merge(asm_df, on="entry") -# Calculate total base count -bases_per_sample = parse_size(snakemake.params.total_bases) // df["samplename"].count() +# Get base count per sample +bases = parse_size(snakemake.params.bases) # Count number of entries df["count"] = df.groupby(["samplename", "entry"])["entry"].transform("count") @@ -54,42 +62,64 @@ def get_even_dist(df, cols): # Calculate prportion with dist if snakemake.params.dist == "even": df = get_even_dist(df, ["taxid"]) - df["bases"] = df["proportion"] * bases_per_sample - df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["cov_sim"] = df["bases"] / df["genome_size"] + df["sum_genome_size"] = df.groupby("samplename")["genome_size"].transform("sum") + df["sum_cov"] = bases / df["sum_genome_size"] + df["cov_sim"] = df["sum_cov"] * df["abundance"] + elif snakemake.params.dist == "lognormal": df = get_lognormal_dist(df, snakemake.params.mu, snakemake.params.sigma) - df["bases"] = df["proportion"] * bases_per_sample + df["bases"] = df["proportion"] * bases df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] - + df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") + df["abundance"] = df["cov_sim"] / df["sum_cov"] + df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") + df["reads"] = df["bases"] / (snakemake.params.read_len * p) + df["proportion"] = df["bases"] / df["sum_bases"] else: + if "abundance" in entry_df.columns: + df["sum_genome_size"] = df.groupby("samplename")["genome_size"].transform("sum") + df["sum_cov"] = bases / df["sum_genome_size"] + df["cov_sim"] = df["sum_cov"] * df["abundance"] + df["bases"] = df["cov_sim"] * df["genome_size"] + df["proportion"] = df["bases"] / df["sum_bases"] + df["reads"] = df["bases"] / (snakemake.params.read_len * p) + if "proportion" in entry_df.columns: df["proportion"] = df["proportion"] / df["count"] - df["bases"] = df["proportion"] * bases_per_sample + df["bases"] = df["proportion"] * bases df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] + df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") + df["abundance"] = df["cov_sim"] / df["sum_cov"] elif "reads" in entry_df.columns: df["reads"] = df["reads"] / df["count"] df["bases"] = df["reads"] * (snakemake.params.read_len * p) - bases_per_sample = df["bases"].sum() - df["proportion"] = df["bases"] / bases_per_sample + df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") + df["proportion"] = df["bases"] / df["sum_bases"] df["cov_sim"] = df["bases"] / df["genome_size"] + df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") + df["abundance"] = df["cov_sim"] / df["sum_cov"] elif "bases" in entry_df.columns: - bases_per_sample = df["bases"].sum() df["bases"] = df["bases"] / df["count"] df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["proportion"] = df["bases"] / bases_per_sample + df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") + df["proportion"] = df["bases"] / df["sum_bases"] df["cov_sim"] = df["bases"] / df["genome_size"] + df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") + df["abundance"] = df["cov_sim"] / df["sum_cov"] elif "cov_sim" in entry_df.columns: df["cov_sim"] = df["cov_sim"] / df["count"] + df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") + df["abundance"] = df["cov_sim"] / df["sum_cov"] df["bases"] = df["cov_sim"] * df["genome_size"] + df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["proportion"] = df["bases"] / df["bases"].sum() + df["proportion"] = df["bases"] / df["sum_bases"] df["fasta"] = [os.path.basename(fa).split(".fna.gz")[0] for fa in df["path"]] @@ -97,13 +127,16 @@ def get_even_dist(df, cols): cols = [ "samplename", + "entry", "fasta", + "taxid", "genome_size", "contig_count", - "bases", "reads", + "bases", "proportion", "cov_sim", + "abundance", "seed", ] df = df.astype({"bases": int, "reads": int, "seed": int}) diff --git a/mess/workflow/scripts/replicates.py b/mess/workflow/scripts/replicates.py index baa82fd..5d7c821 100644 --- a/mess/workflow/scripts/replicates.py +++ b/mess/workflow/scripts/replicates.py @@ -16,7 +16,7 @@ ] samples_df.drop(["sample", "rep"], axis=1, inplace=True) -accepted_cols = ["proportion", "reads", "bases", "cov_sim"] +accepted_cols = ["abundance", "proportion", "reads", "bases", "cov_sim"] for col in accepted_cols: try: From da38db160b2cce35c926117968fd10d6ee0f3e39 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 19 Jan 2024 15:46:53 +0100 Subject: [PATCH 185/365] added frag _len and frag_sd --- mess/util.py | 24 ++++++++++++++++---- mess/workflow/Snakefile | 2 ++ mess/workflow/rules/simulate/short_reads.smk | 2 +- mess/workflow/simulate.smk | 2 ++ 4 files changed, 24 insertions(+), 6 deletions(-) diff --git a/mess/util.py b/mess/util.py index fb1a714..b986e07 100644 --- a/mess/util.py +++ b/mess/util.py @@ -170,8 +170,8 @@ def sim_options(func): default=0, ), click.option( - "--total-bases", - help="total amount of bases to simulate (ignored when coverage is set)", + "--bases", + help="per sample base counts (ignored when coverage is set)", type=str, default="1G", show_default=True, @@ -204,6 +204,13 @@ def sim_options(func): default=300, show_default=True, ), + click.option( + "--sd-len", + help="standard read length deviation for long read sequencing", + type=int, + default=50, + show_default=True, + ), click.option( "--mean-len", help="mean read length for long and short read sequencing", @@ -212,10 +219,17 @@ def sim_options(func): show_default=True, ), click.option( - "--sd-len", - help="standard read length deviation for long read sequencing", + "--frag-len", + help="Fragment length for paird short read sequencing", type=int, - default=50, + default=170, + show_default=True, + ), + click.option( + "--frag-sd", + help="Fragment length standard deviation for paird short read sequencing", + type=int, + default=17, show_default=True, ), click.option( diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 5ee2d3b..9cdf223 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -76,6 +76,8 @@ PAIRED = config.args.paired if not SEQ_TECH == "illumina": PAIRED = False if PAIRED: + FRAG_LEN = config.args.frag_len + FRAG_SD = config.args.frag_sd PAIRS = [1, 2] else: PAIRS = [1] diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 4c830ea..8f6b37e 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -1,6 +1,6 @@ art_args = "" if PAIRED: - art_args += f"-p -m {MAX_LEN} -s {SD_LEN}" + art_args += f"-p -m {FRAG_LEN} -s {FRAG_SD}" if BAM: art_args += " -sam" diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index c4c8a02..0e9e993 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -47,6 +47,8 @@ PAIRED = config.args.paired if not SEQ_TECH == "illumina": PAIRED = False if PAIRED: + FRAG_LEN = config.args.frag_len + FRAG_SD = config.args.frag_sd PAIRS = [1, 2] else: PAIRS = [1] From 4a518b14461a04909f89cbc440cf2ec2b871c00a Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 19 Jan 2024 15:47:33 +0100 Subject: [PATCH 186/365] changed total bases to bases --- mess/__main__.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 1141801..7c34523 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -127,7 +127,7 @@ def run( dist, mu, sigma, - total_bases, + bases, accuracy, passes, min_len, @@ -156,7 +156,7 @@ def run( "dist": dist, "mu": mu, "sigma": sigma, - "total_bases": total_bases, + "bases": bases, "accuracy": accuracy, "passes": passes, "min_len": min_len, @@ -243,7 +243,7 @@ def simulate( dist, mu, sigma, - total_bases, + bases, accuracy, passes, min_len, @@ -272,7 +272,7 @@ def simulate( "dist": dist, "mu": mu, "sigma": sigma, - "total_bases": total_bases, + "bases": bases, "accuracy": accuracy, "passes": passes, "min_len": min_len, From d220faf2f4a4beedc401ac1fbc276fac1f15ef59 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 19 Jan 2024 15:48:03 +0100 Subject: [PATCH 187/365] added readthedocs --- .readthedocs.yaml | 15 +++++++++++ README.md | 57 +++++++++++++++++++++++++++++++++++++++++- docs/applications.md | 16 ++++++++++++ docs/benchmarking.md | 1 + docs/citation.md | 1 + docs/configuration.md | 1 + docs/examples.md | 1 + docs/index.md | 27 ++++++++++++++++++++ docs/input.md | 43 +++++++++++++++++++++++++++++++ docs/install.md | 37 +++++++++++++++++++++++++++ docs/mess.png | Bin 0 -> 511344 bytes docs/motivation.md | 16 ++++++++++++ docs/output.md | 1 + docs/profiles.md | 1 + docs/requirements.txt | 5 ++++ docs/run.md | 5 ++++ mkdocs.yml | 27 ++++++++++++++++++++ 17 files changed, 253 insertions(+), 1 deletion(-) create mode 100644 .readthedocs.yaml create mode 100644 docs/applications.md create mode 100644 docs/benchmarking.md create mode 100644 docs/citation.md create mode 100644 docs/configuration.md create mode 100644 docs/examples.md create mode 100644 docs/index.md create mode 100644 docs/input.md create mode 100644 docs/install.md create mode 100644 docs/mess.png create mode 100644 docs/motivation.md create mode 100644 docs/output.md create mode 100644 docs/profiles.md create mode 100644 docs/requirements.txt create mode 100644 docs/run.md create mode 100644 mkdocs.yml diff --git a/.readthedocs.yaml b/.readthedocs.yaml new file mode 100644 index 0000000..b9dd8b9 --- /dev/null +++ b/.readthedocs.yaml @@ -0,0 +1,15 @@ +# Required +version: 2 + +# Set the version of Python and other tools you might need +build: + os: "ubuntu-22.04" + tools: + python: "3.10" + +mkdocs: + configuration: mkdocs.yml + +python: + install: + - requirements: docs/requirements.txt diff --git a/README.md b/README.md index 7d49610..6f8c986 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,58 @@ # MeSS -Snakemake pipeline for simulating short and long read metagenomes +[![](https://img.shields.io/static/v1?label=CLI&message=Snaketool&color=blueviolet)](https://github.com/beardymcjohnface/Snaketool) +[![Documentation Status](https://readthedocs.org/projects/metagenomic-sequence-simulator-mess/badge/?version=latest)](https://metagenomic-sequence-simulator-mess.readthedocs.io/en/latest/?badge=latest) +[![version](https://img.shields.io/conda/v/bioconda/mess?label=version&color=blue)](http://bioconda.github.io/recipes/mess/README.html) +[![downloads](https://img.shields.io/conda/dn/bioconda/mess.svg)](https://anaconda.org/bioconda/mess) + +MeSS is a Snakemake pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. + +For more details check : http://metagenomic-sequence-simulator-mess.readthedocs.io/ + +## Installation + +[![install with bioconda](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat)](http://bioconda.github.io/recipes/mess/README.html) + +```sh +mamba create -n mess mess +``` + +## Usage + +```sh +mess run -i -o +``` + +### Run minimal example + +```sh +mess test +``` + +## Commands + +```sh + ___ ___ _____ _____ + | \/ | / ___/ ___| + | . . | ___\ `--.\ `--. + | |\/| |/ _ \`--. \`--. \ + | | | | __/\__/ /\__/ / + \_| |_/\___\____/\____/ + +Usage: mess [OPTIONS] COMMAND [ARGS]... + + For more options, run: mess command --help + +Options: + -v, --version Show the version and exit. + -h, --help Show this message and exit. + +Commands: + run Run MeSS + download Download assemblies + simulate Simulate reads from local fastas + test Run mess on test data + hmp-template Download and simulate healthy human microbiome templates + config Copy the system default config file + citation Print the citation(s) for this tool +``` diff --git a/docs/applications.md b/docs/applications.md new file mode 100644 index 0000000..6eba4b3 --- /dev/null +++ b/docs/applications.md @@ -0,0 +1,16 @@ +## `MeSS` applications + +You might want to use `MeSS` when : + +- Testing a sequencing run's detection limit: + +Let's say, for example, you have a stahpylococcus aureus that is present at roughly 0.01% abundance, and you want to know at which sequencing depth you can detect it. With `MeSS` you can easily make samples with mixes of genomes at different abundances and sequencing depths for a selected sequencing technology. + +- Benchmarking taxonomic classifiers: + +`MeSS` includes read simulators that generate gold standard bam files. This means that you know the origin of every simulated read, and thus know the true composition of the sample. This allows comparing the results of tools like [centrifuge](https://github.com/DaehwanKimLab/centrifuge) or [kraken2](https://github.com/DerrickWood/kraken2) against a ground truth dataset. + +- Testing the impact of sequencing run parameters on genome assembly + +Let's suppose that you have a bacterial isolate that you plan to sequence. However, you are not sure about which sequencing technology to use, at which depth, etc ... +You can use `MeSS` to easily to generate reads at different depth, with different sequencing technologies and error profiles (ONT 10.4.1, PacBio hifi, illumina miseq...). Simulated reads can be assembled, and you an evaluate the impact of sequencing variables on your assembly. diff --git a/docs/benchmarking.md b/docs/benchmarking.md new file mode 100644 index 0000000..2c41b14 --- /dev/null +++ b/docs/benchmarking.md @@ -0,0 +1 @@ +`MeSS` Benchmarks diff --git a/docs/citation.md b/docs/citation.md new file mode 100644 index 0000000..8e86eed --- /dev/null +++ b/docs/citation.md @@ -0,0 +1 @@ +# Citation diff --git a/docs/configuration.md b/docs/configuration.md new file mode 100644 index 0000000..a025a48 --- /dev/null +++ b/docs/configuration.md @@ -0,0 +1 @@ +# Configuration diff --git a/docs/examples.md b/docs/examples.md new file mode 100644 index 0000000..df635b4 --- /dev/null +++ b/docs/examples.md @@ -0,0 +1 @@ +# Examples diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 0000000..b86840d --- /dev/null +++ b/docs/index.md @@ -0,0 +1,27 @@ +# Welcome to `MeSS` ! + +MeSS is a Snakemake pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. + +## Overview + +`MeSS` makes metagenomic sample generation easy ! + +It automates tasks such as community design, genome download and read simulation in parallel and in a scalable fashion. It takes as input NCBI or local genome assemblies to generate either long (PacBio or ONT) or short (illumina) reads. +In addition to fastq files, MeSS optionally generates bam files that indicate the genomic region from which the reads were sampled from. This is useful to evaluate sequencing errors and have a ground truth dataset of the samples taxonomic profile. + + + +

+image +

+ +- Genomes are downloaded using [`assembly_finder`](https://github.com/metagenlab/assembly_finder) + +- Short reads (illumina) are simulated by [`art`](https://www.niehs.nih.gov/research/resources/software/biostatistics/art) +- Long reads (PacBio or ONT) are simulated by [`pbsim3`](https://github.com/yukiteruono/pbsim3) + +- Reads are shuffled using [`seqkit`](https://github.com/shenwei356/seqkit) diff --git a/docs/input.md b/docs/input.md new file mode 100644 index 0000000..cbd0c45 --- /dev/null +++ b/docs/input.md @@ -0,0 +1,43 @@ +# `MeSS` Input + +## Input + +MeSS requires an input tsv file or directory, specified with `--input`. + +### Directory + +``` +📦gut_subsets + ┣ 📜sample1.tsv + ┣ 📜sample2.tsv + â”— 📜sample3.tsv +``` + +### Input table columns + +the tsv file has to have an entry and nb headers. + +To set each entry's quantity, you can provide a reads, bases, coverage or abundance column. Optionally, the table can have a sample column, if not, the sample name will be the file's basename. + +Examples: + +- Coverage + +| entry | nb | cov_sim | +| :--------------------- | :-- | :------ | +| staphylococcus_aureus | 1 | 10 | +| pseudomonas_aeruginosa | 1 | 10 | + +- Bases + +| entry | nb | bases | +| :--------------------- | :-- | :------- | +| staphylococcus_aureus | 1 | 28213610 | +| pseudomonas_aeruginosa | 1 | 62644040 | + +- Reads + +| entry | nb | reads | +| :--------------------- | :-- | :----- | +| staphylococcus_aureus | 1 | 94045 | +| pseudomonas_aeruginosa | 1 | 208813 | diff --git a/docs/install.md b/docs/install.md new file mode 100644 index 0000000..1f55dc4 --- /dev/null +++ b/docs/install.md @@ -0,0 +1,37 @@ +# Installation + +The recommended way to install MeSS is with [mamba](https://github.com/mamba-org/mamba) + +## Mamba + +### Install mamba + +```sh +curl -L -O "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh" +bash Miniforge3-$(uname)-$(uname -m).sh +``` + +### Configure channels for bioconda + +```sh +conda config --add channels defaults +conda config --add channels bioconda +conda config --add channels conda-forge +conda config --set channel_priority strict +``` + +### Install MeSS with mamba + +```sh +mamba create -n mess mess +``` + +## Cloning the repo + +`MeSS` cli can be installed via `pip`. + +```sh +git clone https://github.com/metagenlab/MeSS +cd MeSS +pip install -e . +``` diff --git a/docs/mess.png b/docs/mess.png new file mode 100644 index 0000000000000000000000000000000000000000..b7e51a1c09792af72c77524252c6c3c15253387f GIT binary patch literal 511344 zcmeFZg;$kr*FB2*C<;rp<%s#C8~gib}Il4?e4wX zx8NrQ3S2MX(;b^v>h@@8*9%bpuGQ!EUcwJa9K_Td6s?UMob~Js(VU%~pP5>j+Z*WF z7(TPMGmhKhCq+Yhfc9GSrIJhh#+0)X!N~ZnZS-r`UMk@h5%rE18WfCj2I(`i_Kj+8 zamMNlnRJB4YDsNyrlb%v2IxO6`thFNro24fHN5m!)_WIooJpi#OOC!jNB?`0$Jtr- zZu(-&o~QZycjv=tG`#=&@qc^;5YMG`&T+)#V{h273+o2_`w^17aCIqQG^m67@5>|U 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complexity of the microbiota combined with technical variability render shotgun metagenomics challenging to analyze for routine clinical or research applications. In silico data generation offers a controlled environment allowing for example to benchmark bioinformatics tools, to optimize study design, statistical power, or to validate targeted applications. This is why we developed MeSS, an easy-to-use bioconda package to simulate in silico short and long read metagenomic samples. + +## Why not just use CAMISIM ? + +At the time, [`CAMISIM`](https://github.com/CAMI-challenge/CAMISIM) was slow and it's dependencies had to be installed by hand, so I decided to write my own tool ! + +

+

Attention

+

+ CAMISIM will have an upcoming faster version written in nextflow ! + Go check it out at CAMISIM +

+ +
diff --git a/docs/output.md b/docs/output.md new file mode 100644 index 0000000..22e0f66 --- /dev/null +++ b/docs/output.md @@ -0,0 +1 @@ +# Output diff --git a/docs/profiles.md b/docs/profiles.md new file mode 100644 index 0000000..23cf200 --- /dev/null +++ b/docs/profiles.md @@ -0,0 +1 @@ +## Snakemake Profiles diff --git a/docs/requirements.txt b/docs/requirements.txt new file mode 100644 index 0000000..1ef3909 --- /dev/null +++ b/docs/requirements.txt @@ -0,0 +1,5 @@ +Pygments==2.15.0 +pymdown-extensions==10.0 +jinja2==3.0.3 +Markdown==3.3.7 + diff --git a/docs/run.md b/docs/run.md new file mode 100644 index 0000000..eeaec11 --- /dev/null +++ b/docs/run.md @@ -0,0 +1,5 @@ +# `MeSS` Usage + +## `mess download` + +## `mess simulate` diff --git a/mkdocs.yml b/mkdocs.yml new file mode 100644 index 0000000..6f4907d --- /dev/null +++ b/mkdocs.yml @@ -0,0 +1,27 @@ +site_name: MeSS +site_url: "https://github.com/metagenlab/MeSS" +site_author: Farid Chaabane +theme: + name: readthedocs + highlightjs: true + hljs_languages: + - yaml + - bash + - shell + - python +nav: + - ABOUT: + - Overview: index.md + - Motivation: motivation.md + - Citation: citation.md + - RUNNING: + - Install: install.md + - Input: input.md + - Usage: run.md + - Examples: examples.md + - OUTPUT: + - Output: output.md + - APPLICATIONS: + - Applications: applications.md + - BENCHMARKING: + - Benchmarking: benchmarking.md From b33b7e258663faf5b0fd1fd3278c3521d069a788 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:17:44 +0100 Subject: [PATCH 188/365] added custom_error and compressed args --- mess/__main__.py | 24 +++++++++++++----------- 1 file changed, 13 insertions(+), 11 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 7c34523..0895bf0 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -122,6 +122,7 @@ def run( tech, tool, error, + custom_err, replicates, rep_sd, dist, @@ -151,6 +152,7 @@ def run( "tech": tech, "tool": tool, "error": error, + "custom_err": custom_err, "replicates": replicates, "rep_sd": rep_sd, "dist": dist, @@ -216,15 +218,9 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): ) @click.option("-i", "--input", help="path to sample sheet(s)", type=str, required=True) @sim_options -@click.option( - "--fasta", - help="path to fasta file/directory", - type=str, - required=True, -) @click.option( "--asm-summary", - help="path to assembly summary table (contains taxid and genome_size)", + help="path to assembly summary table (contains taxid, genome_size, path to fasta)", type=str, required=True, ) @@ -233,11 +229,12 @@ def simulate( input, output, log, - fasta, + compressed, asm_summary, tech, tool, error, + custom_err, replicates, rep_sd, dist, @@ -248,8 +245,10 @@ def simulate( passes, min_len, max_len, - mean_len, sd_len, + mean_len, + frag_len, + frag_sd, bam, paired, seed, @@ -262,10 +261,11 @@ def simulate( "input": input, "output": output, "log": log, - "fasta": fasta, + "compressed": compressed, "tech": tech, "tool": tool, "error": error, + "custom_err": custom_err, "asm_summary": asm_summary, "replicates": replicates, "rep_sd": rep_sd, @@ -277,8 +277,10 @@ def simulate( "passes": passes, "min_len": min_len, "max_len": max_len, - "mean_len": mean_len, "sd_len": sd_len, + "mean_len": mean_len, + "frag_len": frag_len, + "frag_sd": frag_sd, "bam": bam, "paired": paired, "seed": seed, From cefcd66ddf0622c26975b0dd1c1a53959c2dc03b Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:19:08 +0100 Subject: [PATCH 189/365] bumped python and snakemake version --- setup.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/setup.py b/setup.py index 1e0a591..81cd816 100644 --- a/setup.py +++ b/setup.py @@ -42,7 +42,7 @@ def get_data_files(): name="mess", packages=find_packages(), url="https://github.com/metagenlab/MeSS", - python_requires=">=3.9", + python_requires=">=3.11", description="Snakemake pipeline for simulating short and long read metagenomes", long_description=get_description(), long_description_content_type="text/markdown", @@ -53,7 +53,7 @@ def get_data_files(): py_modules=["mess"], install_requires=[ "snaketool-utils>=0.0.4", - "snakemake>=7.14.0", + "snakemake>=8.2.3", "attrmap>=0.0.5", "pyyaml>=6.0", "Click>=8.1.3", From d6b5e7c7014a4e2599ea2e2cf6282627c4ae62a3 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:19:54 +0100 Subject: [PATCH 190/365] added custom_err and compressed args --- mess/util.py | 14 ++++++++++++++ mess/workflow/Snakefile | 6 ++++++ mess/workflow/simulate.smk | 6 ++++++ 3 files changed, 26 insertions(+) diff --git a/mess/util.py b/mess/util.py index b986e07..4d0d8bd 100644 --- a/mess/util.py +++ b/mess/util.py @@ -105,6 +105,13 @@ def sim_options(func): include simulate args with the sim_options decorator. """ options = [ + click.option( + "--compressed", + help="if fastas are compressed", + type=bool, + default=True, + required=False, + ), click.option( "--tech", help="sequencing technology", @@ -136,6 +143,13 @@ def sim_options(func): default="MSv3", show_default=True, ), + click.option( + "--custom-err", + help="Path to art custom error profile basename", + type=str, + default=None, + show_default=True, + ), click.option( "--replicates", help="number of replicates per sample", diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 9cdf223..cff2194 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -93,11 +93,17 @@ include: os.path.join("rules", "preflight", "samples.smk") include: os.path.join("rules", "download", "assembly_finder.smk") # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") + + # process fasta +COMPRESSED = config.args.compressed + + include: os.path.join("rules", "processing", "fastas.smk") # simulators options +CUSTOM_ERR = config.args.custom_err ERROR = config.args.error BAM = config.args.bam MIN_LEN = config.args.min_len diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 0e9e993..9055db9 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -61,11 +61,17 @@ MEAN_LEN = config.args.mean_len # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") + + # process fasta +COMPRESSED = config.args.compressed + + include: os.path.join("rules", "processing", "fastas.smk") # simulators options +CUSTOM_ERR = config.args.custom_err ERROR = config.args.error BAM = config.args.bam MIN_LEN = config.args.min_len From 6feba583bdcc33b3ba34c50e8a4a6d96feb438c2 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:21:11 +0100 Subject: [PATCH 191/365] improved merge and dtypes, added path --- mess/workflow/scripts/calculate_cov.py | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 3f4f8a6..b5bfbc8 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -1,6 +1,5 @@ import pandas as pd import numpy as np -import os from humanfriendly import parse_size import random @@ -49,9 +48,12 @@ def get_even_dist(df, cols): # Get table with assembly genomsizes and their taxonomy -entry_df = pd.read_csv(snakemake.input.df, sep="\t", dtype={"entry": object}) -asm_df = pd.read_csv(snakemake.input.asm, sep="\t", dtype={"entry": object}) -df = entry_df.merge(asm_df, on="entry") +entry_df = pd.read_csv(snakemake.input.df, sep="\t") + +asm_df = pd.read_csv(snakemake.input.asm, sep="\t") +same_cols = list(np.intersect1d(entry_df.columns, asm_df.columns)) +df = pd.merge(entry_df, asm_df, how="left", on=same_cols) + # Get base count per sample bases = parse_size(snakemake.params.bases) @@ -94,7 +96,7 @@ def get_even_dist(df, cols): df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] - elif "reads" in entry_df.columns: + if "reads" in entry_df.columns: df["reads"] = df["reads"] / df["count"] df["bases"] = df["reads"] * (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") @@ -103,7 +105,7 @@ def get_even_dist(df, cols): df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] - elif "bases" in entry_df.columns: + if "bases" in entry_df.columns: df["bases"] = df["bases"] / df["count"] df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") @@ -122,13 +124,14 @@ def get_even_dist(df, cols): df["proportion"] = df["bases"] / df["sum_bases"] -df["fasta"] = [os.path.basename(fa).split(".fna.gz")[0] for fa in df["path"]] +df["fasta"] = [str(fa).split("/")[-1].split(".fna.gz")[0] for fa in df["path"]] df["seed"] = random.sample(range(1, 1000000), len(df)) cols = [ "samplename", "entry", "fasta", + "path", "taxid", "genome_size", "contig_count", @@ -139,6 +142,6 @@ def get_even_dist(df, cols): "abundance", "seed", ] -df = df.astype({"bases": int, "reads": int, "seed": int}) +df = df.astype({"seed": int}) df[cols].to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From 76b04ea003b3c646749501cf54433dd39761555d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:22:10 +0100 Subject: [PATCH 192/365] fixed single sample bug, fasta paths are now from cov table --- mess/workflow/rules/preflight/functions.smk | 36 +++++++++++---------- 1 file changed, 19 insertions(+), 17 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 2277515..59abb1b 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -27,29 +27,31 @@ def parse_samples(indir, replicates): ) except KeyError: samples.append(os.path.basename(file).split(".")[0]) - samples = list(chain.from_iterable(samples)) + if any(isinstance(sample, list) for sample in samples): + samples = list(chain.from_iterable(samples)) products = list(product(samples, replicates)) return [prod[0] + "-" + str(prod[1]) for prod in products] -def list_fastas(wildcards, out=None, ext=None, expand=True): - try: - assert (ap.utils.to_dict(config.args)["fasta"]) is not None - fasta_dir = os.path.abspath(config.args.fasta) +def fasta_input(wildcards): + table = checkpoints.calculate_coverage.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t") + basedir = os.path.dirname(df["path"][0]) + if COMPRESSED: + return os.path.join(basedir, "{fasta}.fna.gz") + else: + return os.path.join(basedir, "{fasta}.fna") - except (KeyError, AssertionError): - checkpoint_dir = os.path.dirname( - checkpoints.download_assemblies.get(**wildcards).output[0] - ) - fasta_dir = os.path.join(checkpoint_dir, "assemblies") - if expand: - return [ - os.path.join(out, os.path.basename(fa).split(".fna.gz")[0] + ext) - for fa in list_files(fasta_dir, "gz") - ] +def list_fastas(wildcards, contigs=False): + table = checkpoints.calculate_coverage.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t") + paths = list(set(df["path"])) + fastas = list(set(df["fasta"])) + if contigs: + return expand(os.path.join(dir.out.fasta, "{fasta}.renamed"), fasta=fastas) else: - return os.path.join(fasta_dir, f"{{fasta}}.{ext}") + return paths def get_value(table, wildcards, value): @@ -89,7 +91,7 @@ def list_cat(wildcards, ext): ) elif ext == "bam": return expand( - os.path.join(dir.out.fastq, "{{sample}}", "{fasta}.bam"), + os.path.join(dir.out.bam, "{{sample}}", "{fasta}.bam"), fasta=fastas, ) From 8f66a8a53230ac6b885fd445b2fdf17629af7f1f Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:22:28 +0100 Subject: [PATCH 193/365] removed examples --- mess/workflow/rules/preflight/preflight.smk | 43 --------------------- 1 file changed, 43 deletions(-) delete mode 100644 mess/workflow/rules/preflight/preflight.smk diff --git a/mess/workflow/rules/preflight/preflight.smk b/mess/workflow/rules/preflight/preflight.smk deleted file mode 100644 index 8b720ee..0000000 --- a/mess/workflow/rules/preflight/preflight.smk +++ /dev/null @@ -1,43 +0,0 @@ - -# Directories -dirs = { - "logs": os.path.join(config["args"]["output"], "logs"), - "bench": os.path.join(config["args"]["output"], "bench"), - "results": os.path.join(config["args"]["output"], "results"), - "envs": os.path.join(workflow.basedir, "envs"), - "scripts": os.path.join(workflow.basedir, "scripts") -} - - -# Targets -targets = [ - os.path.join(dirs["results"], "example.done") -] - - -# Misc -target_rules = [] - - -def targetRule(fn): - """Mark rules as target rules for rule print_targets""" - assert fn.__name__.startswith("__") - target_rules.append(fn.__name__[2:]) - return fn - - -def copy_log_file(): - """Concatenate Snakemake log to output log file""" - import glob - - files = glob.glob(os.path.join(".snakemake", "log", "*.snakemake.log")) - if files: - current_log = max(files, key=os.path.getmtime) - shell("cat " + current_log + " >> " + config["args"]["log"]) - - -onsuccess: - copy_log_file() - -onerror: - copy_log_file() From f6ad3399805e5c1abe666efb9e47b9244ee210ad Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:22:43 +0100 Subject: [PATCH 194/365] fixed sim targets with bam --- mess/workflow/rules/preflight/targets_simulate.smk | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index c2838d9..9361904 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -22,7 +22,7 @@ def list_reads(wildcards): sample=SAMPLES, bam=["bam", "bam.bai"], ) - reads.append(bams) + reads = reads + bams return reads @@ -30,5 +30,7 @@ TargetSimreads = [ list_reads, os.path.join(dir.out.base, "cov.tsv"), ] + + if not SEQ_TECH == "illumina": TargetSimreads.append(os.path.join(dir.out.base, "clean.txt")) From ad873fdfab194b1a4c8856d1807c28cce24eb33b Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:23:20 +0100 Subject: [PATCH 195/365] added uncompressed fasta, changed fasta path inference --- mess/workflow/rules/processing/fastas.smk | 26 +++++++++++------------ 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index cd9f2b6..b0773f6 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -1,19 +1,19 @@ -rule unzip_fasta: - input: - lambda wildcards: list_fastas( - wildcards, out=dir.out.fasta, ext="fna.gz", expand=False - ), - output: - temp(os.path.join(dir.out.fasta, "{fasta}.fa")), - benchmark: - os.path.join(dir.out.bench, "fasta", "unzip", "{fasta}.txt") - shell: - "zcat {input} > {output}" +if COMPRESSED: + + rule unzip_fasta: + input: + fasta_input, + output: + temp(os.path.join(dir.out.fasta, "{fasta}.fa")), + benchmark: + os.path.join(dir.out.bench, "fasta", "unzip", "{fasta}.txt") + shell: + "zcat {input} > {output}" rule rename_headers: input: - os.path.join(dir.out.fasta, "{fasta}.fa"), + os.path.join(dir.out.fasta, "{fasta}.fa") if COMPRESSED else fasta_input, output: temp(os.path.join(dir.out.fasta, "{fasta}.renamed")), benchmark: @@ -37,7 +37,7 @@ rule merge_contigs: checkpoint split_contigs: input: - lambda wildcards: list_fastas(wildcards, out=dir.out.fasta, ext="renamed"), + lambda wildcards: list_fastas(wildcards, contigs=True), output: temp(os.path.join(dir.out.fasta, "split", "split.tsv")), params: From e813bf56104fbd18db9333164842af96e99aba46 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:23:40 +0100 Subject: [PATCH 196/365] fixed merge bams --- mess/workflow/rules/processing/reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 7ad545b..ff89543 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -41,7 +41,7 @@ if SEQ_TECH == "illumina": rule merge_bams: input: - lambda wildcards: list_concat(wildcards, "bam"), + lambda wildcards: list_cat(wildcards, "bam"), output: os.path.join(dir.out.bam, "{sample}.bam"), conda: From da708b74f83620bb6752e8b753074a638af4e6f0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:23:55 +0100 Subject: [PATCH 197/365] added art custom profiles --- mess/workflow/rules/simulate/short_reads.smk | 27 +++++++++++++++----- 1 file changed, 20 insertions(+), 7 deletions(-) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 8f6b37e..29dd31c 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -1,8 +1,22 @@ art_args = "" +if CUSTOM_ERR == None: + art_args += f"-ss {ERROR} " +if CUSTOM_ERR: + custom_profile = [ + os.path.abspath(file) for file in sorted(glob.glob(f"{CUSTOM_ERR}*")) + ] + if PAIRED: + art_args += f"-1 {custom_profile[0]} -2 {custom_profile[1]} " + else: + art_args += f"-1 {custom_profile[0]} " + + if PAIRED: - art_args += f"-p -m {FRAG_LEN} -s {FRAG_SD}" + art_args += f"-p -m {FRAG_LEN} -s {FRAG_SD} " + + if BAM: - art_args += " -sam" + art_args += "-sam" sam_out = [] @@ -34,7 +48,6 @@ rule art_illumina: os.path.join(dir.env, "art.yml") params: args=art_args, - system=ERROR, read_len=MEAN_LEN, cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), @@ -45,9 +58,9 @@ rule art_illumina: os.path.join(dir.out.logs, "art", "{sample}", "{fasta}.log"), shell: """ - art_illumina -ss {params.system} \\ - -i {input.fasta} -rs {params.seed} \\ - -l {params.read_len} -f {params.cov} \\ - -na {params.args} -o {params.prefix} &> {log} + art_illumina -i {input.fasta} \\ + -rs {params.seed} -l {params.read_len} \\ + -f {params.cov} -na {params.args} \\ + -o {params.prefix} &> {log} touch {output.sam} """ From 3b764db42cb60479f739ad93c8ec92fbd6ee41e9 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 24 Jan 2024 17:29:46 +0100 Subject: [PATCH 198/365] improved doc link --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 6f8c986..5891792 100644 --- a/README.md +++ b/README.md @@ -5,9 +5,9 @@ [![version](https://img.shields.io/conda/v/bioconda/mess?label=version&color=blue)](http://bioconda.github.io/recipes/mess/README.html) [![downloads](https://img.shields.io/conda/dn/bioconda/mess.svg)](https://anaconda.org/bioconda/mess) -MeSS is a Snakemake pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. +Metagenomic Sequence Simulator (MeSS) is a Snakemake pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. -For more details check : http://metagenomic-sequence-simulator-mess.readthedocs.io/ +For more details check [metagenomic-sequence-simulator-mess.readthedocs.io](https://metagenomic-sequence-simulator-mess.readthedocs.io) ## Installation From 6716b74243c158b81e7d08b52091b8d777db6ae0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 25 Jan 2024 21:30:33 +0100 Subject: [PATCH 199/365] bumped down python and snakemake versions --- setup.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/setup.py b/setup.py index 81cd816..c88fd2e 100644 --- a/setup.py +++ b/setup.py @@ -42,7 +42,7 @@ def get_data_files(): name="mess", packages=find_packages(), url="https://github.com/metagenlab/MeSS", - python_requires=">=3.11", + python_requires=">=3.9", description="Snakemake pipeline for simulating short and long read metagenomes", long_description=get_description(), long_description_content_type="text/markdown", @@ -53,7 +53,7 @@ def get_data_files(): py_modules=["mess"], install_requires=[ "snaketool-utils>=0.0.4", - "snakemake>=8.2.3", + "snakemake>=7.32.4", "attrmap>=0.0.5", "pyyaml>=6.0", "Click>=8.1.3", From 4b90b83722c38e8bb5233e9b4d1506483d3e1dc4 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 25 Jan 2024 21:33:03 +0100 Subject: [PATCH 200/365] added missing args --- mess/__main__.py | 56 +++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 53 insertions(+), 3 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 0895bf0..4aa1634 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -83,8 +83,7 @@ def cli(): mess simulate ... \b EXAMPLES: -mess simulate -i [input] -o [output] --fasta [fasta] \\ - --asm-summary [asm_summary] --tech [tech] +mess simulate -i [input] -o [output] --asm-summary [asm_summary] --tech [tech] """ help_test = """ \b @@ -119,6 +118,16 @@ def run( log, ncbi_email, ncbi_key, + db, + uid, + rc, + al, + an, + rank, + nr, + ete_db, + nb, + exclude, tech, tool, error, @@ -135,6 +144,8 @@ def run( max_len, mean_len, sd_len, + frag_len, + frag_sd, bam, paired, seed, @@ -149,6 +160,16 @@ def run( "log": log, "ncbi_email": ncbi_email, "ncbi_key": ncbi_key, + "db": db, + "uid": uid, + "rc": rc, + "al": al, + "an": an, + "rank": rank, + "nr": nr, + "ete_db": ete_db, + "nb": nb, + "exclude": exclude, "tech": tech, "tool": tool, "error": error, @@ -165,6 +186,8 @@ def run( "max_len": max_len, "mean_len": mean_len, "sd_len": sd_len, + "frag_len": frag_len, + "frag_sd": frag_sd, "bam": bam, "paired": paired, "seed": seed, @@ -189,7 +212,24 @@ def run( @click.option("-i", "--input", help="Input file/directory", type=str, required=True) @download_options @common_options -def download(input, output, log, ncbi_email, ncbi_key, **kwargs): +def download( + input, + output, + log, + ncbi_email, + ncbi_key, + db, + uid, + rc, + al, + an, + rank, + nr, + ete_db, + nb, + exclude, + **kwargs, +): """Download assemblies""" # Config to add or update in configfile merge_config = { @@ -199,6 +239,16 @@ def download(input, output, log, ncbi_email, ncbi_key, **kwargs): "log": log, "ncbi_email": ncbi_email, "ncbi_key": ncbi_key, + "db": db, + "uid": uid, + "rc": rc, + "al": al, + "an": an, + "rank": rank, + "nr": nr, + "ete_db": ete_db, + "nb": nb, + "exclude": exclude, } } run_snakemake( From ecbe9260c4aba152503eacbf33201b92510c8d65 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 25 Jan 2024 21:33:38 +0100 Subject: [PATCH 201/365] renamed options --- mess/util.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mess/util.py b/mess/util.py index 4d0d8bd..cf5d490 100644 --- a/mess/util.py +++ b/mess/util.py @@ -334,17 +334,17 @@ def download_options(func): show_default=True, ), click.option( - "--ete_db", + "--ete-db", type=str, default=os.path.join(os.environ["HOME"], ".etetoolkit"), help="path where to save/find ete taxa.sqlite file", show_default=True, ), click.option( - "--ncbi_key", help="NCBI key", type=str, required=False, default="none" + "--ncbi-key", help="NCBI key", type=str, required=False, default="none" ), click.option( - "--ncbi_email", help="NCBI email", type=str, required=False, default="none" + "--ncbi-email", help="NCBI email", type=str, required=False, default="none" ), click.option( "--nb", From 892d79bf522ed39ea0786ae584f9f80162547bb0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 25 Jan 2024 21:33:51 +0100 Subject: [PATCH 202/365] removed nan fasta --- mess/workflow/scripts/calculate_cov.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index b5bfbc8..764f75e 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -54,7 +54,6 @@ def get_even_dist(df, cols): same_cols = list(np.intersect1d(entry_df.columns, asm_df.columns)) df = pd.merge(entry_df, asm_df, how="left", on=same_cols) - # Get base count per sample bases = parse_size(snakemake.params.bases) @@ -124,7 +123,7 @@ def get_even_dist(df, cols): df["proportion"] = df["bases"] / df["sum_bases"] -df["fasta"] = [str(fa).split("/")[-1].split(".fna.gz")[0] for fa in df["path"]] +df["fasta"] = [str(fa).split("/")[-1].split(".fna")[0] for fa in df["path"]] df["seed"] = random.sample(range(1, 1000000), len(df)) cols = [ @@ -143,5 +142,6 @@ def get_even_dist(df, cols): "seed", ] df = df.astype({"seed": int}) +df = df[df["fasta"] != "nan"] df[cols].to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From 7af3dc8894d4b52d288776c92aebdb02e6ec753d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 11:29:01 +0100 Subject: [PATCH 203/365] added skip fasta processing and read shuffling --- mess/__main__.py | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/mess/__main__.py b/mess/__main__.py index 4aa1634..e7fd4eb 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -79,7 +79,7 @@ def cli(): help_simulate = """ \b -simulate reads from input table(s) and genome(s) +simulate reads from local fasta mess simulate ... \b EXAMPLES: @@ -268,6 +268,13 @@ def download( ) @click.option("-i", "--input", help="path to sample sheet(s)", type=str, required=True) @sim_options +@click.option( + "--skip-fa-proc", + help="skip fasta processing (decompressing, renaming headers, merge/split contigs)", + type=bool, + default=False, + required=False, +) @click.option( "--asm-summary", help="path to assembly summary table (contains taxid, genome_size, path to fasta)", @@ -279,6 +286,8 @@ def simulate( input, output, log, + skip_fa_proc, + skip_shuffle, compressed, asm_summary, tech, @@ -311,6 +320,8 @@ def simulate( "input": input, "output": output, "log": log, + "skip_fa_proc": skip_fa_proc, + "skip_shuffle": skip_shuffle, "compressed": compressed, "tech": tech, "tool": tool, From 6870bfbde69aa3ed28783494eb8f8eeaf27873a2 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 11:29:25 +0100 Subject: [PATCH 204/365] added skip shuffling arg in simulate --- mess/util.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/mess/util.py b/mess/util.py index cf5d490..3938590 100644 --- a/mess/util.py +++ b/mess/util.py @@ -105,6 +105,13 @@ def sim_options(func): include simulate args with the sim_options decorator. """ options = [ + click.option( + "--skip-shuffle", + help="skip fastq shuffling", + type=bool, + default=False, + required=False, + ), click.option( "--compressed", help="if fastas are compressed", @@ -297,7 +304,7 @@ def download_options(func): "--al", type=str, help="select complete, chromosome, scaffold, contig or all", - default="complete", + default="all", show_default=True, ), click.option( @@ -364,7 +371,7 @@ def download_options(func): "--exclude", type=str, help="filter to exclude assemblies (example: exclude from metagenomes)", - default="metagenome", + default="anomalous", show_default=True, ), ] From 82f53414b3b2cddeeae6397668b9f04b3380d065 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 11:30:14 +0100 Subject: [PATCH 205/365] added skip fasta processing and read shuffling args --- mess/workflow/Snakefile | 12 ++++++++---- mess/workflow/simulate.smk | 11 ++++++++--- 2 files changed, 16 insertions(+), 7 deletions(-) diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index cff2194..6ed0ecb 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -95,11 +95,12 @@ include: os.path.join("rules", "download", "assembly_finder.smk") include: os.path.join("rules", "processing", "coverages.smk") -# process fasta +# process fasta options COMPRESSED = config.args.compressed +SKIP_FA_PROC = config.args.skip_fa_proc +if not SKIP_FA_PROC: - -include: os.path.join("rules", "processing", "fastas.smk") + include: os.path.join("rules", "processing", "fastas.smk") # simulators options @@ -135,7 +136,10 @@ else: SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) -# process reads +# reads post-processsing options +SKIP_SHUFFLE = config.args.skip_shuffle + + include: os.path.join("rules", "processing", "reads.smk") # targets include: os.path.join("rules", "preflight", "targets_download.smk") diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 9055db9..0ef9c77 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -63,11 +63,12 @@ MEAN_LEN = config.args.mean_len include: os.path.join("rules", "processing", "coverages.smk") -# process fasta +# process fasta options COMPRESSED = config.args.compressed +SKIP_FA_PROC = config.args.skip_fa_proc +if not SKIP_FA_PROC: - -include: os.path.join("rules", "processing", "fastas.smk") + include: os.path.join("rules", "processing", "fastas.smk") # simulators options @@ -104,6 +105,10 @@ else: SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) +# reads post-processsing options +SKIP_SHUFFLE = config.args.skip_shuffle + + include: os.path.join("rules", "processing", "reads.smk") include: os.path.join("rules", "preflight", "targets_simulate.smk") From 46a38607739d74ffb31fb3a921d20867b5ca025b Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 11:31:40 +0100 Subject: [PATCH 206/365] adapted fasta input for when skipping fasta processing --- mess/workflow/rules/preflight/functions.smk | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 59abb1b..7ef30af 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -39,8 +39,10 @@ def fasta_input(wildcards): basedir = os.path.dirname(df["path"][0]) if COMPRESSED: return os.path.join(basedir, "{fasta}.fna.gz") - else: + elif COMPRESSED == False: return os.path.join(basedir, "{fasta}.fna") + if SKIP_FA_PROC and SEQ_TECH != "illumina": + return os.path.join(basedir, "{fasta}_{contig}.fna") def list_fastas(wildcards, contigs=False): From 038a20a28cdfb3bee3e6f9b02e724ec97bfde9ef Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 11:32:30 +0100 Subject: [PATCH 207/365] added option to skip reads shuffling --- mess/workflow/rules/processing/reads.smk | 89 +++++++++++++----------- 1 file changed, 48 insertions(+), 41 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index ff89543..0776b44 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -71,54 +71,61 @@ rule index_bam: """ +sample_fastq_out = [] +if SKIP_SHUFFLE: + if SEQ_TECH == "illumina": + sample_fastq_out = os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") + else: + sample_fastq_out = os.path.join(dir.out.fastq, "{sample}.fq.gz") +else: + if SEQ_TECH == "illumina": + sample_fastq_out = temp(os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz")) + else: + sample_fastq_out = temp(os.path.join(dir.out.cat, "{sample}.fq.gz")) + + rule cat_fastqs: input: lambda wildcards: list_cat(wildcards, "fastq"), output: - temp(os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz")) - if SEQ_TECH == "illumina" - else temp(os.path.join(dir.out.cat, "{sample}.fq.gz")), - benchmark: - os.path.join( - dir.out.bench, "cat", "{sample}_R{p}.txt" - ) if SEQ_TECH == "illumina" else os.path.join( - dir.out.bench, "cat", "{sample}.txt" - ) + sample_fastq_out, shell: """ cat {input} > {output} """ -rule shuffle_fastqs: - input: - os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz") - if SEQ_TECH == "illumina" - else os.path.join(dir.out.cat, "{sample}.fq.gz"), - output: - os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") - if SEQ_TECH == "illumina" - else os.path.join(dir.out.fastq, "{sample}.fq.gz"), - conda: - os.path.join(dir.env, "seqkit.yml") - params: - lambda wildcards: SHUFFLE[wildcards.sample], - benchmark: - os.path.join( - dir.out.bench, "seqkit", "shuffle", "{sample}_R{p}.txt" - ) if SEQ_TECH == "illumina" else os.path.join( - dir.out.bench, "seqkit", "shuffle", "{sample}.txt" - ) - log: - os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}_R{p}.log") - if SEQ_TECH == "illumina" - else os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}.log"), - threads: config.resources.med.cpu - shell: - """ - seqkit \\ - shuffle {input} \\ - -j {threads} \\ - -s {params} \\ - -o {output} 2> {log} - """ +if not SKIP_SHUFFLE: + + rule shuffle_fastqs: + input: + os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.cat, "{sample}.fq.gz"), + output: + os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.fastq, "{sample}.fq.gz"), + conda: + os.path.join(dir.env, "seqkit.yml") + params: + lambda wildcards: SHUFFLE[wildcards.sample], + benchmark: + os.path.join( + dir.out.bench, "seqkit", "shuffle", "{sample}_R{p}.txt" + ) if SEQ_TECH == "illumina" else os.path.join( + dir.out.bench, "seqkit", "shuffle", "{sample}.txt" + ) + log: + os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}_R{p}.log") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}.log"), + threads: config.resources.med.cpu + shell: + """ + seqkit \\ + shuffle {input} \\ + -j {threads} \\ + -s {params} \\ + -o {output} 2> {log} + """ From bafcbdc34eff9501a8fbdbae476ef057cd0d04be Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 11:33:04 +0100 Subject: [PATCH 208/365] adapt fasta input when pre-processing or not --- mess/workflow/rules/simulate/long_reads.smk | 10 ++++++++-- mess/workflow/rules/simulate/short_reads.smk | 10 ++++++++-- 2 files changed, 16 insertions(+), 4 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index 706a234..0184440 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,8 +1,14 @@ +fa = [] +if not SKIP_FA_PROC: + fa = os.path.join(dir.out.fasta, "split", "{fasta}_{contig}.fa") +else: + fa = fasta_input + + rule pbsim3: input: - fasta=os.path.join(dir.out.fasta, "{fasta}.renamed"), + fa=fa, flag=os.path.join(dir.out.fasta, "split", "split.tsv"), - fa=os.path.join(dir.out.fasta, "split", "{fasta}_{contig}.fa"), df=os.path.join(dir.out.base, "cov.tsv"), output: temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam")) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 29dd31c..25cd7cd 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -36,10 +36,16 @@ if not PAIRED: fastq_out = fastq_out[0] fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}1") +fa = [] +if not SKIP_FA_PROC: + fa = os.path.join(dir.out.fasta, "{fasta}.merged") +else: + fa = fasta_input + rule art_illumina: input: - fasta=os.path.join(dir.out.fasta, "{fasta}.merged"), + fa=fa, df=os.path.join(dir.out.base, "cov.tsv"), output: sam=sam_out, @@ -58,7 +64,7 @@ rule art_illumina: os.path.join(dir.out.logs, "art", "{sample}", "{fasta}.log"), shell: """ - art_illumina -i {input.fasta} \\ + art_illumina -i {input.fa} \\ -rs {params.seed} -l {params.read_len} \\ -f {params.cov} -na {params.args} \\ -o {params.prefix} &> {log} From 10b0196d94055a8b69d9300992893ad24b0bef44 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 17:47:06 +0100 Subject: [PATCH 209/365] added shuffle directory --- mess/workflow/rules/preflight/directories.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/mess/workflow/rules/preflight/directories.smk b/mess/workflow/rules/preflight/directories.smk index 2c841c7..0e34bfd 100644 --- a/mess/workflow/rules/preflight/directories.smk +++ b/mess/workflow/rules/preflight/directories.smk @@ -24,6 +24,7 @@ except (KeyError, AssertionError): # Outdirs dir.out.fasta = os.path.join(dir.out.base, "fasta") dir.out.cat = os.path.join(dir.out.base, "cat") +dir.out.shuffle = os.path.join(dir.out.base, "shuffle") dir.out.short = os.path.join(dir.out.base, "short") dir.out.long = os.path.join(dir.out.base, "long") dir.out.fastq = os.path.join(dir.out.base, "fastq") From c1c88dbcfb86f376604ffece853705da3105fe0d Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 17:47:41 +0100 Subject: [PATCH 210/365] added anonamyze reads rule --- mess/workflow/rules/processing/reads.smk | 31 ++++++++++++++++++++++-- 1 file changed, 29 insertions(+), 2 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 0776b44..52dd86c 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -103,9 +103,9 @@ if not SKIP_SHUFFLE: if SEQ_TECH == "illumina" else os.path.join(dir.out.cat, "{sample}.fq.gz"), output: - os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") + temp(os.path.join(dir.out.shuffle, "{sample}_R{p}.fq.gz")) if SEQ_TECH == "illumina" - else os.path.join(dir.out.fastq, "{sample}.fq.gz"), + else temp(os.path.join(dir.out.shuffle, "{sample}.fq.gz")), conda: os.path.join(dir.env, "seqkit.yml") params: @@ -129,3 +129,30 @@ if not SKIP_SHUFFLE: -s {params} \\ -o {output} 2> {log} """ + + rule anonymize_reads: + input: + os.path.join(dir.out.shuffle, "{sample}_R{p}.fq.gz") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.shuffle, "{sample}.fq.gz"), + output: + os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.fastq, "{sample}.fq.gz"), + conda: + os.path.join(dir.env, "seqkit.yml") + params: + lambda wildcards: f"{wildcards.sample}_{{nr}}/{wildcards.p}" + if SEQ_TECH == "illumina" + else lambda wildcards: f"{wildcards.sample}_{{nr}}", + log: + os.path.join(dir.out.logs, "seqkit", "replace", "{sample}_R{p}.log") + if SEQ_TECH == "illumina" + else os.path.join(dir.out.logs, "seqkit", "replace", "{sample}.log"), + os.path.join(dir.out.logs, "anonkeys", "{sample}_R{p}.tsv"), + shell: + """ + zcat {input} | seqkit replace \\ + -p .+ -r "{params}" -o {output} 2> {log[0]} + paste -d '\t' <(seqkit seq -n {output}) <(seqkit seq -n {input}) > {log[1]} + """ From bec4fb8e220427328e0f3d583916c082b9b68d36 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 17:48:09 +0100 Subject: [PATCH 211/365] added contig name in read header --- mess/workflow/rules/simulate/long_reads.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index 0184440..fedf6cd 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -37,6 +37,7 @@ rule pbsim3: shell: """ pbsim --strategy wgs --method qshmm \\ + --id-prefix {wildcards.contig} \\ --difference-ratio {params.ratio} \\ --length-min {params.minlen} \\ --length-max {params.maxlen} \\ From 32c5a4205a4a8e7e4ed207f0ca7fa103eb4e719e Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 31 Jan 2024 17:48:20 +0100 Subject: [PATCH 212/365] removed space --- mess/workflow/rules/simulate/short_reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 25cd7cd..ac7dd34 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -64,7 +64,7 @@ rule art_illumina: os.path.join(dir.out.logs, "art", "{sample}", "{fasta}.log"), shell: """ - art_illumina -i {input.fa} \\ + art_illumina -i {input.fa} \\ -rs {params.seed} -l {params.read_len} \\ -f {params.cov} -na {params.args} \\ -o {params.prefix} &> {log} From 6b50988f2e0bd14776d72ab305eca5b902d00704 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 1 Feb 2024 15:51:16 +0100 Subject: [PATCH 213/365] add nb column in unique entries table --- mess/workflow/rules/download/assembly_finder.smk | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index 5eb0dbe..1bc3aa9 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -3,9 +3,19 @@ rule get_unique_entries: os.path.join(dir.out.base, "samples.tsv"), output: temp(os.path.join(dir.out.base, "uniq_entries.tsv")), + params: + nb=NB, run: df = pd.read_csv(input[0], sep="\t") - df[["entry", "nb"]].drop_duplicates().to_csv(output[0], sep="\t", index=None) + try: + df[["entry", "nb"]].drop_duplicates().to_csv( + output[0], sep="\t", index=None + ) + except KeyError: + df["nb"] = [params.nb] * len(df) + df[["entry", "nb"]].drop_duplicates().to_csv( + output[0], sep="\t", index=None + ) checkpoint download_assemblies: @@ -19,7 +29,6 @@ checkpoint download_assemblies: params: ncbi_key=NCBI_KEY, ncbi_email=NCBI_EMAIL, - nb=NB, db=DB, uid=UID, alvl=ASM_LVL, @@ -40,7 +49,6 @@ checkpoint download_assemblies: -i {input} \ -nk {params.ncbi_key} \ -ne {params.ncbi_email} \ - -nb {params.nb} \ -db {params.db} \ -id {params.uid} \ -al {params.alvl} \ From 726a9e0e3854f3313e1c554490a676192211c3f5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 1 Feb 2024 15:51:43 +0100 Subject: [PATCH 214/365] dont add replicate suffix when only one replicate --- mess/workflow/rules/preflight/functions.smk | 7 +++++-- mess/workflow/scripts/replicates.py | 16 +++++++++------- 2 files changed, 14 insertions(+), 9 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 7ef30af..83dcf8c 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -29,8 +29,11 @@ def parse_samples(indir, replicates): samples.append(os.path.basename(file).split(".")[0]) if any(isinstance(sample, list) for sample in samples): samples = list(chain.from_iterable(samples)) - products = list(product(samples, replicates)) - return [prod[0] + "-" + str(prod[1]) for prod in products] + if len(replicates) < 2: + return samples + else: + products = list(product(samples, replicates)) + return [prod[0] + "-" + str(prod[1]) for prod in products] def fasta_input(wildcards): diff --git a/mess/workflow/scripts/replicates.py b/mess/workflow/scripts/replicates.py index 5d7c821..f002aa7 100644 --- a/mess/workflow/scripts/replicates.py +++ b/mess/workflow/scripts/replicates.py @@ -9,13 +9,15 @@ df = pd.read_csv(snakemake.input[0], sep="\t") samples_df = df.reindex(df.index.repeat(len(snakemake.params.replicates))) # add replicate column -samples_df["rep"] = snakemake.params.replicates * len(samples_df) -samples_df["samplename"] = [ - sample + "-" + str(rep) - for sample, rep in zip(samples_df["sample"], samples_df["rep"]) -] - -samples_df.drop(["sample", "rep"], axis=1, inplace=True) +if len(snakemake.params.replicates) < 2: + samples_df.rename(columns={"sample": "samplename"}, inplace=True) +else: + samples_df["rep"] = snakemake.params.replicates * len(samples_df) + samples_df["samplename"] = [ + sample + "-" + str(rep) + for sample, rep in zip(samples_df["sample"], samples_df["rep"]) + ] + samples_df.drop(["sample", "rep"], axis=1, inplace=True) accepted_cols = ["abundance", "proportion", "reads", "bases", "cov_sim"] for col in accepted_cols: From 84c2cbd8cc291f8c9c60ef1202ccabe35ea36eb4 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 1 Feb 2024 15:51:56 +0100 Subject: [PATCH 215/365] removed count column --- mess/workflow/scripts/calculate_cov.py | 9 +-------- 1 file changed, 1 insertion(+), 8 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 764f75e..4b47261 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -54,12 +54,9 @@ def get_even_dist(df, cols): same_cols = list(np.intersect1d(entry_df.columns, asm_df.columns)) df = pd.merge(entry_df, asm_df, how="left", on=same_cols) -# Get base count per sample +# Get total bases bases = parse_size(snakemake.params.bases) -# Count number of entries -df["count"] = df.groupby(["samplename", "entry"])["entry"].transform("count") - # Calculate prportion with dist if snakemake.params.dist == "even": df = get_even_dist(df, ["taxid"]) @@ -88,7 +85,6 @@ def get_even_dist(df, cols): df["reads"] = df["bases"] / (snakemake.params.read_len * p) if "proportion" in entry_df.columns: - df["proportion"] = df["proportion"] / df["count"] df["bases"] = df["proportion"] * bases df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["genome_size"] @@ -96,7 +92,6 @@ def get_even_dist(df, cols): df["abundance"] = df["cov_sim"] / df["sum_cov"] if "reads" in entry_df.columns: - df["reads"] = df["reads"] / df["count"] df["bases"] = df["reads"] * (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["proportion"] = df["bases"] / df["sum_bases"] @@ -105,7 +100,6 @@ def get_even_dist(df, cols): df["abundance"] = df["cov_sim"] / df["sum_cov"] if "bases" in entry_df.columns: - df["bases"] = df["bases"] / df["count"] df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["proportion"] = df["bases"] / df["sum_bases"] @@ -114,7 +108,6 @@ def get_even_dist(df, cols): df["abundance"] = df["cov_sim"] / df["sum_cov"] elif "cov_sim" in entry_df.columns: - df["cov_sim"] = df["cov_sim"] / df["count"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] df["bases"] = df["cov_sim"] * df["genome_size"] From 1da16125112e01fe3a211cd5e079b57a86ace700 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:35:47 +0100 Subject: [PATCH 216/365] updated resources --- mess/config/config.yaml | 20 ++++++++++++-------- 1 file changed, 12 insertions(+), 8 deletions(-) diff --git a/mess/config/config.yaml b/mess/config/config.yaml index 69d5b78..d92d971 100644 --- a/mess/config/config.yaml +++ b/mess/config/config.yaml @@ -1,14 +1,18 @@ # Namespaced config file example resources: big: - mem: 32000 # Memory for big jobs in megabytes (e.g 64GB = 64000, recommend >= 64000) - cpu: 12 # Threads (recommend >= 16) - time: "23:59:00" # Max runtime (allows to set max time for the scheduler via snakemake profiles) + mem: 32000 + cpu: 16 + time: "23:00:00" med: - mem: 16000 # Memory for most jobs in megabytes - cpu: 3 # CPUs for most jobs in megabytes - time: "08:00:00" # Max runtime for medium jobs (relevant for scheduler) + mem: 16000 + cpu: 8 + time: "08:00:00" + norm: + mem: 5000 + cpu: 3 + time: "01:00:00" sml: - mem: 4000 + mem: 2000 cpu: 1 - time: "00:00:05" # Max runtime for small jobs (used for grouped jobs; relevant for scheduler) + time: "00:01:00" From 9259cfd0284e47f661319cdf79f48d3f97c81376 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:35:57 +0100 Subject: [PATCH 217/365] fixed art conda name --- mess/workflow/envs/art.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/envs/art.yml b/mess/workflow/envs/art.yml index e80d7f6..3b17478 100644 --- a/mess/workflow/envs/art.yml +++ b/mess/workflow/envs/art.yml @@ -1,4 +1,4 @@ -name: assembly_finder +name: art channels: - bioconda dependencies: From b9471bacaf79adec99b9f2a04d23d6988c0d61b8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:36:09 +0100 Subject: [PATCH 218/365] added bioconvert env --- mess/workflow/envs/bioconvert.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/bioconvert.yml diff --git a/mess/workflow/envs/bioconvert.yml b/mess/workflow/envs/bioconvert.yml new file mode 100644 index 0000000..0813081 --- /dev/null +++ b/mess/workflow/envs/bioconvert.yml @@ -0,0 +1,5 @@ +name: bioconvert +channels: + - bioconda +dependencies: + - bioconvert >= 1.0.0 From f7d47cdf6a2fed549f0c698471cf8c6dabba2001 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:36:19 +0100 Subject: [PATCH 219/365] added fasta processing env --- mess/workflow/envs/fasta.yml | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 mess/workflow/envs/fasta.yml diff --git a/mess/workflow/envs/fasta.yml b/mess/workflow/envs/fasta.yml new file mode 100644 index 0000000..a687331 --- /dev/null +++ b/mess/workflow/envs/fasta.yml @@ -0,0 +1,6 @@ +name: fasta +channels: + - bioconda +dependencies: + - biopython >= 1.83 + - pandas >= 2.2.0 From 90d4e88087f6e1f0c3a86634234d9a17ad76e1c8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:36:31 +0100 Subject: [PATCH 220/365] added pbccs env --- mess/workflow/envs/pbccs.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/pbccs.yml diff --git a/mess/workflow/envs/pbccs.yml b/mess/workflow/envs/pbccs.yml new file mode 100644 index 0000000..a257d4c --- /dev/null +++ b/mess/workflow/envs/pbccs.yml @@ -0,0 +1,5 @@ +name: pbccs +channels: + - bioconda +dependencies: + - pbccs >= 6.4.0 From 57fa0e0f99d11236a9513afedc785bdb2cfb97aa Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:36:38 +0100 Subject: [PATCH 221/365] added pbsim3 env --- mess/workflow/envs/pbsim3.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/pbsim3.yml diff --git a/mess/workflow/envs/pbsim3.yml b/mess/workflow/envs/pbsim3.yml new file mode 100644 index 0000000..7c814f0 --- /dev/null +++ b/mess/workflow/envs/pbsim3.yml @@ -0,0 +1,5 @@ +name: pbsim3 +channels: + - bioconda +dependencies: + - pbsim3 >= 3.0.1 From b8d8828555267dbbe31a5ebb85d9b0fa943adcf4 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:36:45 +0100 Subject: [PATCH 222/365] removed samtools env --- mess/workflow/envs/samtools.yml | 5 ----- 1 file changed, 5 deletions(-) delete mode 100644 mess/workflow/envs/samtools.yml diff --git a/mess/workflow/envs/samtools.yml b/mess/workflow/envs/samtools.yml deleted file mode 100644 index 9da0452..0000000 --- a/mess/workflow/envs/samtools.yml +++ /dev/null @@ -1,5 +0,0 @@ -name: samtools -channels: - - bioconda -dependencies: - - samtools >= 1.18 \ No newline at end of file From 23a406b8f706baf6283e3f452ce22197e8fb3c77 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:37:12 +0100 Subject: [PATCH 223/365] added resources and threads --- .../rules/download/assembly_finder.smk | 43 +++++++++++-------- 1 file changed, 24 insertions(+), 19 deletions(-) diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index 1bc3aa9..83f4604 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -6,15 +6,15 @@ rule get_unique_entries: params: nb=NB, run: - df = pd.read_csv(input[0], sep="\t") + df = pd.read_csv(input[0], sep="\\t") try: df[["entry", "nb"]].drop_duplicates().to_csv( - output[0], sep="\t", index=None + output[0], sep="\\t", index=None ) except KeyError: df["nb"] = [params.nb] * len(df) df[["entry", "nb"]].drop_duplicates().to_csv( - output[0], sep="\t", index=None + output[0], sep="\\t", index=None ) @@ -24,8 +24,6 @@ checkpoint download_assemblies: output: asm=os.path.join(dir.out.base, "download/assembly_summary.tsv"), version=os.path.join(dir.out.versions, "assembly_finder.version"), - conda: - os.path.join(dir.env, "assembly_finder.yml") params: ncbi_key=NCBI_KEY, ncbi_email=NCBI_EMAIL, @@ -38,26 +36,33 @@ checkpoint download_assemblies: nr=NB_RANK, ete=ETE_DB, out=os.path.join(dir.out.base, "download"), - threads: config.resources.med.cpu benchmark: os.path.join(dir.out.bench, "download", "download.txt") log: os.path.join(dir.out.logs, "download", "download.log"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.med.time, + threads: config.resources.med.cpu + conda: + os.path.join(dir.env, "assembly_finder.yml") shell: """ - assembly_finder \ - -i {input} \ - -nk {params.ncbi_key} \ - -ne {params.ncbi_email} \ - -db {params.db} \ - -id {params.uid} \ - -al {params.alvl} \ - -an {params.annot} \ - -ex {params.excl} \ - -r {params.rank} \ - -nr {params.nr} \ - -et {params.ete} \ - -o {params.out} \ + assembly_finder \\ + -i {input} \\ + -t {threads} \\ + -nk {params.ncbi_key} \\ + -ne {params.ncbi_email} \\ + -db {params.db} \\ + -id {params.uid} \\ + -al {params.alvl} \\ + -an {params.annot} \\ + -ex {params.excl} \\ + -r {params.rank} \\ + -nr {params.nr} \\ + -et {params.ete} \\ + -o {params.out} \\ --nolock 2> {log} assembly_finder -v > {output.version} """ From 808a2d49fbf37b34631674f6f05d02642ccb4773 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:38:57 +0100 Subject: [PATCH 224/365] added resources --- mess/workflow/rules/processing/coverages.smk | 10 +++++-- mess/workflow/rules/processing/fastas.smk | 30 ++++++++++++++++---- 2 files changed, 32 insertions(+), 8 deletions(-) diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index fce4555..5119af8 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -7,6 +7,10 @@ rule replicates_table: seed=SEED, replicates=REPLICATES, rep_sd=REP_SD, + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, script: os.path.join(dir.scripts, "replicates.py") @@ -29,7 +33,9 @@ checkpoint calculate_coverage: seed=SEED, log: os.path.join(dir.out.logs, "tables", "cov.tsv"), - benchmark: - os.path.join(dir.out.bench, "tables", "cov.txt") + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, script: os.path.join(dir.scripts, "calculate_cov.py") diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index b0773f6..eb49f5d 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -5,8 +5,10 @@ if COMPRESSED: fasta_input, output: temp(os.path.join(dir.out.fasta, "{fasta}.fa")), - benchmark: - os.path.join(dir.out.bench, "fasta", "unzip", "{fasta}.txt") + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, shell: "zcat {input} > {output}" @@ -16,8 +18,10 @@ rule rename_headers: os.path.join(dir.out.fasta, "{fasta}.fa") if COMPRESSED else fasta_input, output: temp(os.path.join(dir.out.fasta, "{fasta}.renamed")), - benchmark: - os.path.join(dir.out.bench, "fasta", "rename", "{fasta}.txt") + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, shell: """ cut -f 1 -d" " {input} > {output} @@ -29,8 +33,12 @@ rule merge_contigs: os.path.join(dir.out.fasta, "{fasta}.renamed"), output: temp(os.path.join(dir.out.fasta, "{fasta}.merged")), - benchmark: - os.path.join(dir.out.bench, "fasta", "merge", "{fasta}.txt") + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + conda: + os.path.join(dir.env, "fasta.yml") script: os.path.join(dir.scripts, "merge_contigs.py") @@ -42,6 +50,12 @@ checkpoint split_contigs: temp(os.path.join(dir.out.fasta, "split", "split.tsv")), params: os.path.join(dir.out.fasta, "split"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + conda: + os.path.join(dir.env, "fasta.yml") script: os.path.join(dir.scripts, "split_contigs.py") @@ -53,6 +67,10 @@ rule remove_split_fasta: temp(os.path.join(dir.out.base, "clean.txt")), params: os.path.join(dir.out.fasta, "split"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, shell: """ rm -r {params} From 72cff6263862f268d1b5f891f9a8364b9556397c Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 5 Feb 2024 16:39:41 +0100 Subject: [PATCH 225/365] added conda and resources --- mess/workflow/rules/processing/reads.smk | 62 ++++++++++++++++---- mess/workflow/rules/simulate/long_reads.smk | 57 ++++++++++++++++-- mess/workflow/rules/simulate/short_reads.smk | 8 ++- 3 files changed, 106 insertions(+), 21 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 52dd86c..4d3d9a2 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -5,13 +5,17 @@ if SEQ_TECH == "illumina": sam_out, output: temp(os.path.join(dir.out.bam, "{sample}", "{fasta}.bam")), - conda: - os.path.join(dir.env, "samtools.yml") - threads: config.resources.med.cpu benchmark: os.path.join(dir.out.bench, "samtools", "sam2bam", "{sample}-{fasta}.txt") log: os.path.join(dir.out.logs, "samtools", "sam2bam", "{sample}-{fasta}.log"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") shell: """ samtools view -@ {threads} -bS {input} | \ @@ -30,9 +34,13 @@ if SEQ_TECH == "illumina": fastq_gz if PAIRED else fastq_gz[0], params: prefix=fq_prefix, - threads: config.resources.med.cpu benchmark: os.path.join(dir.out.bench, "pigz", "{sample}-{fasta}.txt") + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.med.time, + threads: config.resources.norm.cpu shell: """ pigz -p {threads} {params.prefix}*.fq @@ -44,13 +52,17 @@ rule merge_bams: lambda wildcards: list_cat(wildcards, "bam"), output: os.path.join(dir.out.bam, "{sample}.bam"), - conda: - os.path.join(dir.env, "samtools.yml") - threads: config.resources.med.cpu - log: - os.path.join(dir.out.logs, "samtools", "merge", "{sample}.log"), benchmark: os.path.join(dir.out.bench, "samtools", "merge", "{sample}.txt") + log: + os.path.join(dir.out.logs, "samtools", "merge", "{sample}.log"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") shell: """ samtools merge -@ {threads} -o {output} {input} 2> {log} @@ -62,9 +74,15 @@ rule index_bam: os.path.join(dir.out.bam, "{sample}.bam"), output: os.path.join(dir.out.bam, "{sample}.bam.bai"), - threads: config.resources.med.cpu benchmark: os.path.join(dir.out.bench, "samtools", "index", "{sample}.txt") + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") shell: """ samtools index -@ {threads} {input} @@ -89,6 +107,10 @@ rule cat_fastqs: lambda wildcards: list_cat(wildcards, "fastq"), output: sample_fastq_out, + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.norm.time, shell: """ cat {input} > {output} @@ -106,8 +128,6 @@ if not SKIP_SHUFFLE: temp(os.path.join(dir.out.shuffle, "{sample}_R{p}.fq.gz")) if SEQ_TECH == "illumina" else temp(os.path.join(dir.out.shuffle, "{sample}.fq.gz")), - conda: - os.path.join(dir.env, "seqkit.yml") params: lambda wildcards: SHUFFLE[wildcards.sample], benchmark: @@ -120,7 +140,13 @@ if not SKIP_SHUFFLE: os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}_R{p}.log") if SEQ_TECH == "illumina" else os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}.log"), - threads: config.resources.med.cpu + resources: + mem_mb=config.resources.med.mem, + mem=str(config.resources.med.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "seqkit.yml") shell: """ seqkit \\ @@ -141,6 +167,12 @@ if not SKIP_SHUFFLE: else os.path.join(dir.out.fastq, "{sample}.fq.gz"), conda: os.path.join(dir.env, "seqkit.yml") + benchmark: + os.path.join( + dir.out.bench, "seqkit", "anonymize", "{sample}_R{p}.txt" + ) if SEQ_TECH == "illumina" else os.path.join( + dir.out.bench, "seqkit", "anonymize", "{sample}.txt" + ) params: lambda wildcards: f"{wildcards.sample}_{{nr}}/{wildcards.p}" if SEQ_TECH == "illumina" @@ -150,6 +182,10 @@ if not SKIP_SHUFFLE: if SEQ_TECH == "illumina" else os.path.join(dir.out.logs, "seqkit", "replace", "{sample}.log"), os.path.join(dir.out.logs, "anonkeys", "{sample}_R{p}.tsv"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, shell: """ zcat {input} | seqkit replace \\ diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index fedf6cd..f15f963 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -34,6 +34,12 @@ rule pbsim3: os.path.join(dir.out.bench, "pbsim3", "{sample}", "{fasta}", "{contig}.txt") log: os.path.join(dir.out.logs, "pbsim3", "{sample}", "{fasta}", "{contig}.log"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + conda: + os.path.join(dir.env, "pbsim3.yml") shell: """ pbsim --strategy wgs --method qshmm \\ @@ -78,8 +84,18 @@ if PASSES > 1: ) log: os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") shell: - "samtools view -bS {input} | samtools sort > {output} 2> {log}" + """ + samtools view -@ {threads} -bS {input} | \ + samtools sort -@ {threads} > {output} 2> {log} + """ rule ccs_bam_to_fastq: input: @@ -105,15 +121,20 @@ if PASSES > 1: passes=PASSES, accuracy=ACCURACY, resources: + mem_mb=config.resources.med.mem, + mem=str(config.resources.med.mem) + "MB", + time=config.resources.med.time, tmpdir=tmpdir, benchmark: os.path.join(dir.out.bench, "ccs", "{sample}", "{fasta}", "{contig}.txt") log: os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), + conda: + os.path.join(dir.env, "pbccs.yml") shell: """ MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ - ccs --min-passes {params.passes} \\ + ccs -j {threads} --min-passes {params.passes} \\ --min-rq {params.accuracy} {input} {output.fq} --report-file {log} """ @@ -130,6 +151,10 @@ if BAM: seqname=lambda wildcards, input: get_header(input.fa), benchmark: os.path.join(dir.out.bench, "sed", "{sample}", "{fasta}", "{contig}.txt") + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, shell: """ sed 's/ref/{params.seqname}/g' {input.maf} > {output} @@ -157,7 +182,13 @@ if BAM: "{sample}", "{fasta}_{contig}.log", ), - threads: config.resources.med.cpu + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") shell: """ bioconvert {input} {output.sam} 2>> {log} @@ -174,9 +205,15 @@ if BAM: os.path.join(dir.out.bench, "samtools", "merge", "{sample}", "{fasta}.txt") log: os.path.join(dir.out.logs, "samtools", "merge", "{sample}", "{fasta}.log"), - threads: config.resources.med.cpu + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") shell: - "samtools merge -@ {threads} -o {output} {input} &>> {log}" + "samtools merge -@ {threads} -o {output} {input} 2> {log}" if PASSES == 1: @@ -188,9 +225,13 @@ if PASSES == 1: temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq.gz")), params: os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq"), - threads: config.resources.med.cpu benchmark: os.path.join(dir.out.bench, "pigz", "{sample}", "{fasta}", "{contig}.txt") + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.med.time, + threads: config.resources.norm.cpu shell: """ mv {input} {params} @@ -203,5 +244,9 @@ rule cat_contig_reads: lambda wildcards: pbsim3_expand(wildcards, dir.out.long, "fq.gz"), output: temp(os.path.join(dir.out.long, "{sample}", "{fasta}.fq.gz")), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, shell: "cat {input} > {output}" diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index ac7dd34..060709e 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -50,8 +50,6 @@ rule art_illumina: output: sam=sam_out, fastqs=fastq_out, - conda: - os.path.join(dir.env, "art.yml") params: args=art_args, read_len=MEAN_LEN, @@ -62,6 +60,12 @@ rule art_illumina: os.path.join(dir.out.bench, "art", "{sample}", "{fasta}.txt") log: os.path.join(dir.out.logs, "art", "{sample}", "{fasta}.log"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + conda: + os.path.join(dir.env, "art.yml") shell: """ art_illumina -i {input.fa} \\ From 9d0d5198026f539befedca3194263e777099a1da Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 6 Feb 2024 10:58:22 +0100 Subject: [PATCH 226/365] added example snakemake-slurm profile --- profiles/slurm/CookieCutter.py | 39 +++ profiles/slurm/config.yaml | 29 +++ profiles/slurm/settings.json | 5 + profiles/slurm/slurm-jobscript.sh | 3 + profiles/slurm/slurm-sidecar.py | 330 ++++++++++++++++++++++++ profiles/slurm/slurm-status.py | 106 ++++++++ profiles/slurm/slurm-submit.py | 105 ++++++++ profiles/slurm/slurm_utils.py | 403 ++++++++++++++++++++++++++++++ 8 files changed, 1020 insertions(+) create mode 100644 profiles/slurm/CookieCutter.py create mode 100644 profiles/slurm/config.yaml create mode 100644 profiles/slurm/settings.json create mode 100755 profiles/slurm/slurm-jobscript.sh create mode 100755 profiles/slurm/slurm-sidecar.py create mode 100755 profiles/slurm/slurm-status.py create mode 100755 profiles/slurm/slurm-submit.py create mode 100644 profiles/slurm/slurm_utils.py diff --git a/profiles/slurm/CookieCutter.py b/profiles/slurm/CookieCutter.py new file mode 100644 index 0000000..cfa9bb8 --- /dev/null +++ b/profiles/slurm/CookieCutter.py @@ -0,0 +1,39 @@ +# +# Based on lsf CookieCutter.py +# +import os +import json + +d = os.path.dirname(__file__) +with open(os.path.join(d, "settings.json")) as fh: + settings = json.load(fh) + + +def from_entry_or_env(values, key): + """Return value from ``values`` and override with environment variables.""" + if key in os.environ: + return os.environ[key] + else: + return values[key] + + +class CookieCutter: + + SBATCH_DEFAULTS = from_entry_or_env(settings, "SBATCH_DEFAULTS") + CLUSTER_NAME = from_entry_or_env(settings, "CLUSTER_NAME") + CLUSTER_CONFIG = from_entry_or_env(settings, "CLUSTER_CONFIG") + + @staticmethod + def get_cluster_option() -> str: + cluster = CookieCutter.CLUSTER_NAME + if cluster != "": + return f"--cluster={cluster}" + return "" + + @staticmethod + def get_cluster_logpath() -> str: + return "logs/slurm/%r/%j" + + @staticmethod + def get_cluster_jobname() -> str: + return "%r_%w" diff --git a/profiles/slurm/config.yaml b/profiles/slurm/config.yaml new file mode 100644 index 0000000..655af18 --- /dev/null +++ b/profiles/slurm/config.yaml @@ -0,0 +1,29 @@ + +cluster-sidecar: "slurm-sidecar.py" +cluster-cancel: "scancel" +restart-times: "1" +jobscript: "slurm-jobscript.sh" +cluster: "slurm-submit.py" +cluster-status: "slurm-status.py" +max-jobs-per-second: "10" +max-status-checks-per-second: "10" +local-cores: 1 +latency-wait: "5" +use-conda: "True" +use-singularity: "False" +jobs: "500" +printshellcmds: "True" + +# Example resource configuration +# default-resources: +# - runtime=100 +# - mem_mb=6000 +# - disk_mb=1000000 +# # set-threads: map rule names to threads +# set-threads: +# - single_core_rule=1 +# - multi_core_rule=10 +# # set-resources: map rule names to resources in general +# set-resources: +# - high_memory_rule:mem_mb=12000 +# - long_running_rule:runtime=1200 diff --git a/profiles/slurm/settings.json b/profiles/slurm/settings.json new file mode 100644 index 0000000..70592b2 --- /dev/null +++ b/profiles/slurm/settings.json @@ -0,0 +1,5 @@ +{ + "SBATCH_DEFAULTS": "", + "CLUSTER_NAME": "", + "CLUSTER_CONFIG": "" +} diff --git a/profiles/slurm/slurm-jobscript.sh b/profiles/slurm/slurm-jobscript.sh new file mode 100755 index 0000000..391741e --- /dev/null +++ b/profiles/slurm/slurm-jobscript.sh @@ -0,0 +1,3 @@ +#!/bin/bash +# properties = {properties} +{exec_job} diff --git a/profiles/slurm/slurm-sidecar.py b/profiles/slurm/slurm-sidecar.py new file mode 100755 index 0000000..e79f5da --- /dev/null +++ b/profiles/slurm/slurm-sidecar.py @@ -0,0 +1,330 @@ +#!/usr/bin/env python3 +"""Run a Snakemake v7+ sidecar process for Slurm + +This sidecar process will poll ``squeue --user [user] --format='%i,%T'`` +every 60 seconds by default (use environment variable +``SNAKEMAKE_SLURM_SQUEUE_WAIT`` for adjusting this). + +Note that you have to adjust the value to fit to your ``MinJobAge`` Slurm +configuration. Jobs remain at least ``MinJobAge`` seconds known to the +Slurm controller (default of 300 seconds). If you query ``squeue`` every +60 seconds then this is plenty and you will observe all relevant job status +states as they are relevant for Snakemake. + +If the environment variable ``SNAKEMAKE_CLUSTER_SIDECAR_VARS`` is set then +the ``slurm-status.py`` of the slurm profile will attempt to query this +sidecar process via HTTP. As the sidecar process does not update its +cache in real-time, setting ``SNAKEMAKE_SLURM_SQUEUE_WAIT`` too large might +lead to Snakemake missing the "done" job state. The defaults of +``SNAKEMAKE_SLURM_SQUEUE_WAIT=60`` and Slurm's ``MinJobAge=600`` work well +together and you will see all relevant job statuses. + +If the sidecar is queried for a job ID that it has not seen yet then it will +perform a query to ``sacct`` such that it works well if Snakemake "resume +external job" feature. The ``slurm-submit.py`` script of the Snakemake profile +will register all jobs via POST with this sidecar. +""" + +import http.server +import json +import logging +import os +import subprocess +import sys +import signal +import time +import threading +import uuid + +from CookieCutter import CookieCutter + + +#: Enables debug messages for slurm sidecar. +DEBUG = bool(int(os.environ.get("SNAKEMAKE_SLURM_DEBUG", "0"))) +#: Enables HTTP request logging in sidecar. +LOG_REQUESTS = bool(int(os.environ.get("SNAKEMAKE_SLURM_LOG_REQUESTS", "0"))) +#: Command to call when calling squeue +SQUEUE_CMD = os.environ.get("SNAKEMAKE_SLURM_SQUEUE_CMD", "squeue") +#: Number of seconds to wait between ``squeue`` calls. +SQUEUE_WAIT = int(os.environ.get("SNAKEMAKE_SLURM_SQUEUE_WAIT", "60")) + +logger = logging.getLogger(__name__) +if DEBUG: + logging.basicConfig(level=logging.DEBUG) + logger.setLevel(logging.DEBUG) + + +class PollSqueueThread(threading.Thread): + """Thread that polls ``squeue`` until stopped by ``stop()``""" + + def __init__( + self, + squeue_wait, + squeue_cmd, + squeue_timeout=2, + sleep_time=0.01, + max_tries=3, + *args, + **kwargs + ): + super().__init__(target=self._work, *args, **kwargs) + #: Time to wait between squeue calls. + self.squeue_wait = squeue_wait + #: Command to call squeue with. + self.squeue_cmd = squeue_cmd + #: Whether or not the thread should stop. + self.stopped = threading.Event() + #: Previous call to ``squeue`` + self.prev_call = 0.0 + #: Time to sleep between iterations in seconds. Thread can only be + #: terminated after this interval when waiting. + self.sleep_time = sleep_time + #: Maximal running time to accept for call to ``squeue``. + self.squeue_timeout = squeue_timeout + #: Maximal number of tries if call to ``squeue`` fails. + self.max_tries = max_tries + #: Dict mapping the job id to the job state string. + self.states = {} + #: Make at least one call to squeue, must not fail. + logger.debug("initializing trhead") + self._call_squeue(allow_failure=False) + self.prev_call = time.time() + + def _work(self): + """Execute the thread's action""" + while not self.stopped.is_set(): + now = time.time() + if now - self.prev_call > self.squeue_wait: + self._call_squeue() + self.prev_call = now + time.sleep(self.sleep_time) + + def get_state(self, jobid): + """Return the job state for the given jobid.""" + jobid = str(jobid) + if jobid not in self.states: + try: + self.states[jobid] = self._get_state_sacct(jobid) + except: + return "__not_seen_yet__" + return self.states.get(jobid, "__not_seen_yet__") + + def register_job(self, jobid): + """Register job with the given ID.""" + self.states.setdefault(jobid, None) + + def _get_state_sacct(self, jobid): + """Implement retrieving state via sacct for resuming jobs.""" + cluster = CookieCutter.get_cluster_option() + cmd = ["sacct", "-P", "-b", "-j", jobid, "-n"] + if cluster: + cmd.append(cluster) + try_num = 0 + while try_num < self.max_tries: + try_num += 1 + try: + logger.debug("Calling %s (try %d)", cmd, try_num) + output = subprocess.check_output(cmd, timeout=self.squeue_timeout, text=True) + except subprocess.TimeoutExpired as e: + logger.warning("Call to %s timed out (try %d of %d)", cmd, try_num, self.max_tries) + continue + except subprocess.CalledProcessError as e: + logger.warning("Call to %s failed (try %d of %d)", cmd, try_num, self.max_tries) + continue + try: + parsed = {x.split("|")[0]: x.split("|")[1] for x in output.strip().split("\n")} + logger.debug("Returning state of %s as %s", jobid, parsed[jobid]) + return parsed[jobid] + except IndexError: + logger.warning("Could not parse %s (try %d of %d)", repr(output), try_num, self.max_tries) + secs = try_num / 2.0 + loger.info("Sleeping %f seconds", secs) + time.sleep(secs) + raise Exception("Problem with call to %s" % cmd) + + def stop(self): + """Flag thread to stop execution""" + logger.debug("stopping thread") + self.stopped.set() + + def _call_squeue(self, allow_failure=True): + """Run the call to ``squeue``""" + cluster = CookieCutter.get_cluster_option() + try_num = 0 + cmd = [SQUEUE_CMD, "--user={}".format(os.environ.get("USER")), "--format=%i,%T", "--state=all"] + if cluster: + cmd.append(cluster) + while try_num < self.max_tries: + try_num += 1 + try: + logger.debug("Calling %s (try %d)", cmd, try_num) + output = subprocess.check_output(cmd, timeout=self.squeue_timeout, text=True) + logger.debug("Output is:\n---\n%s\n---", output) + break + except subprocess.TimeoutExpired as e: + if not allow_failure: + raise + logger.debug("Call to %s timed out (try %d of %d)", cmd, try_num, self.max_tries) + except subprocess.CalledProcessError as e: + if not allow_failure: + raise + logger.debug("Call to %s failed (try %d of %d)", cmd, try_num, self.max_tries) + if try_num >= self.max_tries: + logger.debug("Giving up for this round") + else: + logger.debug("parsing output") + self._parse_output(output) + + def _parse_output(self, output): + """Parse output of ``squeue`` call.""" + header = None + for line in output.splitlines(): + line = line.strip() + arr = line.split(",") + if not header: + if not line.startswith("JOBID"): + continue # skip leader + header = arr + else: + logger.debug("Updating state of %s to %s", arr[0], arr[1]) + self.states[arr[0]] = arr[1] + + +class JobStateHttpHandler(http.server.BaseHTTPRequestHandler): + """HTTP handler class that responds to ```/job/status/${jobid}/`` GET requests""" + + def do_GET(self): + """Only to ``/job/status/${job_id}/?``""" + logger.debug("--- BEGIN GET") + # Remove trailing slashes from path. + path = self.path + while path.endswith("/"): + path = path[:-1] + # Ensure that /job/status was requested + if not self.path.startswith("/job/status/"): + self.send_response(400) + self.end_headers() + return + # Ensure authentication bearer is correct + auth_required = "Bearer %s" % self.server.http_secret + auth_header = self.headers.get("Authorization") + logger.debug( + "Authorization header is %s, required: %s" % (repr(auth_header), repr(auth_required)) + ) + if auth_header != auth_required: + self.send_response(403) + self.end_headers() + return + # Otherwise, query job ID status + job_id = self.path[len("/job/status/") :] + try: + job_id=job_id.split("%20")[3] + except IndexError: + pass + logger.debug("Querying for job ID %s" % repr(job_id)) + status = self.server.poll_thread.get_state(job_id) + logger.debug("Status: %s" % status) + if not status: + self.send_response(404) + self.end_headers() + else: + self.send_response(200) + self.send_header("Content-type", "application/json") + self.end_headers() + output = json.dumps({"status": status}) + logger.debug("Sending %s" % repr(output)) + self.wfile.write(output.encode("utf-8")) + logger.debug("--- END GET") + + def do_POST(self): + """Handle POSTs (only to ``/job/register/${job_id}/?``)""" + logger.debug("--- BEGIN POST") + # Remove trailing slashes from path. + path = self.path + while path.endswith("/"): + path = path[:-1] + # Ensure that /job/register was requested + if not self.path.startswith("/job/register/"): + self.send_response(400) + self.end_headers() + return + # Ensure authentication bearer is correct + auth_required = "Bearer %s" % self.server.http_secret + auth_header = self.headers.get("Authorization") + logger.debug( + "Authorization header is %s, required: %s", repr(auth_header), repr(auth_required) + ) + # Otherwise, register job ID + job_id = self.path[len("/job/status/") :] + self.server.poll_thread.register_job(job_id) + self.send_response(200) + self.end_headers() + logger.debug("--- END POST") + + def log_request(self, *args, **kwargs): + if LOG_REQUESTS: + super().log_request(*args, **kwargs) + + +class JobStateHttpServer(http.server.HTTPServer): + """The HTTP server class""" + + allow_reuse_address = False + + def __init__(self, poll_thread): + """Initialize thread and print the ``SNAKEMAKE_CLUSTER_SIDECAR_VARS`` to stdout, then flush.""" + super().__init__(("0.0.0.0", 0), JobStateHttpHandler) + #: The ``PollSqueueThread`` with the state dictionary. + self.poll_thread = poll_thread + #: The secret to use. + self.http_secret = str(uuid.uuid4()) + sidecar_vars = { + "server_port": self.server_port, + "server_secret": self.http_secret, + "pid": os.getpid(), + } + logger.debug(json.dumps(sidecar_vars)) + sys.stdout.write(json.dumps(sidecar_vars) + "\n") + sys.stdout.flush() + + def log_message(self, *args, **kwargs): + """Log messages are printed if ``DEBUG`` is ``True``.""" + if DEBUG: + super().log_message(*args, **kwargs) + + +def main(): + # Start thread to poll ``squeue`` in a controlled fashion. + poll_thread = PollSqueueThread(SQUEUE_WAIT, SQUEUE_CMD, name="poll-squeue") + poll_thread.start() + + # Initialize HTTP server that makes available the output of ``squeue --user [user]`` + # in a controlled fashion. + http_server = JobStateHttpServer(poll_thread) + http_thread = threading.Thread(name="http-server", target=http_server.serve_forever) + http_thread.start() + + # Allow for graceful shutdown of poll thread and HTTP server. + def signal_handler(signum, frame): + """Handler for Unix signals. Shuts down http_server and poll_thread.""" + logger.info("Shutting down squeue poll thread and HTTP server...") + # from remote_pdb import set_trace + # set_trace() + poll_thread.stop() + http_server.shutdown() + logger.info("... HTTP server and poll thread shutdown complete.") + for thread in threading.enumerate(): + logger.info("ACTIVE %s", thread.name) + + signal.signal(signal.SIGINT, signal_handler) + signal.signal(signal.SIGTERM, signal_handler) + + # Actually run the server. + poll_thread.join() + logger.debug("poll_thread done") + http_thread.join() + logger.debug("http_thread done") + + +if __name__ == "__main__": + sys.exit(int(main() or 0)) diff --git a/profiles/slurm/slurm-status.py b/profiles/slurm/slurm-status.py new file mode 100755 index 0000000..7cc28d1 --- /dev/null +++ b/profiles/slurm/slurm-status.py @@ -0,0 +1,106 @@ +#!/usr/bin/env python3 +import json +import os +import re +import requests +import subprocess as sp +import shlex +import sys +import time +import logging +from CookieCutter import CookieCutter + +logger = logging.getLogger(__name__) + +STATUS_ATTEMPTS = 20 +SIDECAR_VARS = os.environ.get("SNAKEMAKE_CLUSTER_SIDECAR_VARS", None) +DEBUG = bool(int(os.environ.get("SNAKEMAKE_SLURM_DEBUG", "0"))) + +if DEBUG: + logging.basicConfig(level=logging.DEBUG) + logger.setLevel(logging.DEBUG) + + +def get_status_direct(jobid): + """Get status directly from sacct/scontrol""" + cluster = CookieCutter.get_cluster_option() + for i in range(STATUS_ATTEMPTS): + try: + sacct_res = sp.check_output(shlex.split(f"sacct {cluster} -P -b -j {jobid} -n")) + res = {x.split("|")[0]: x.split("|")[1] for x in sacct_res.decode().strip().split("\n")} + break + except sp.CalledProcessError as e: + logger.error("sacct process error") + logger.error(e) + except IndexError as e: + logger.error(e) + pass + # Try getting job with scontrol instead in case sacct is misconfigured + try: + sctrl_res = sp.check_output(shlex.split(f"scontrol {cluster} -o show job {jobid}")) + m = re.search(r"JobState=(\w+)", sctrl_res.decode()) + res = {jobid: m.group(1)} + break + except sp.CalledProcessError as e: + logger.error("scontrol process error") + logger.error(e) + if i >= STATUS_ATTEMPTS - 1: + print("failed") + exit(0) + else: + time.sleep(1) + + return res[jobid] or "" + + +def get_status_sidecar(jobid): + """Get status from cluster sidecar""" + sidecar_vars = json.loads(SIDECAR_VARS) + url = "http://localhost:%d/job/status/%s" % (sidecar_vars["server_port"], jobid) + headers = {"Authorization": "Bearer %s" % sidecar_vars["server_secret"]} + try: + resp = requests.get(url, headers=headers) + if resp.status_code == 404: + return "" # not found yet + logger.debug("sidecar returned: %s" % resp.json()) + resp.raise_for_status() + return resp.json().get("status") or "" + except requests.exceptions.ConnectionError as e: + logger.warning("slurm-status.py: could not query side car: %s", e) + logger.info("slurm-status.py: falling back to direct query") + return get_status_direct(jobid) + + +jobid = sys.argv[1] + +if SIDECAR_VARS: + logger.debug("slurm-status.py: querying sidecar") + status = get_status_sidecar(jobid) +else: + logger.debug("slurm-status.py: direct query") + status = get_status_direct(jobid) + +logger.debug("job status: %s", repr(status)) + +if status == "BOOT_FAIL": + print("failed") +elif status == "OUT_OF_MEMORY": + print("failed") +elif status.startswith("CANCELLED"): + print("failed") +elif status == "COMPLETED": + print("success") +elif status == "DEADLINE": + print("failed") +elif status == "FAILED": + print("failed") +elif status == "NODE_FAIL": + print("failed") +elif status == "PREEMPTED": + print("failed") +elif status == "TIMEOUT": + print("failed") +elif status == "SUSPENDED": + print("running") +else: + print("running") diff --git a/profiles/slurm/slurm-submit.py b/profiles/slurm/slurm-submit.py new file mode 100755 index 0000000..c5544b4 --- /dev/null +++ b/profiles/slurm/slurm-submit.py @@ -0,0 +1,105 @@ +#!/usr/bin/env python3 +""" +Snakemake SLURM submit script. +""" +import json +import logging +import os + +import requests +from snakemake.utils import read_job_properties + +import slurm_utils +from CookieCutter import CookieCutter + +logger = logging.getLogger(__name__) + +SIDECAR_VARS = os.environ.get("SNAKEMAKE_CLUSTER_SIDECAR_VARS", None) +DEBUG = bool(int(os.environ.get("SNAKEMAKE_SLURM_DEBUG", "0"))) + +if DEBUG: + logging.basicConfig(level=logging.DEBUG) + logger.setLevel(logging.DEBUG) + + +def register_with_sidecar(jobid): + if SIDECAR_VARS is None: + return + sidecar_vars = json.loads(SIDECAR_VARS) + url = "http://localhost:%d/job/register/%s" % (sidecar_vars["server_port"], jobid) + logger.debug("POST to %s", url) + headers = {"Authorization": "Bearer %s" % sidecar_vars["server_secret"]} + requests.post(url, headers=headers) + + +# cookiecutter arguments +SBATCH_DEFAULTS = CookieCutter.SBATCH_DEFAULTS +CLUSTER = CookieCutter.get_cluster_option() +CLUSTER_CONFIG = CookieCutter.CLUSTER_CONFIG + +RESOURCE_MAPPING = { + "time": ("time", "runtime", "walltime"), + "mem": ("mem", "mem_mb", "ram", "memory"), + "mem-per-cpu": ("mem-per-cpu", "mem_per_cpu", "mem_per_thread"), + "nodes": ("nodes", "nnodes"), + "partition": ("partition", "queue"), +} + +# parse job +jobscript = slurm_utils.parse_jobscript() +job_properties = read_job_properties(jobscript) + +sbatch_options = {} +cluster_config = slurm_utils.load_cluster_config(CLUSTER_CONFIG) + +# 1) sbatch default arguments and cluster +sbatch_options.update(slurm_utils.parse_sbatch_defaults(SBATCH_DEFAULTS)) +sbatch_options.update(slurm_utils.parse_sbatch_defaults(CLUSTER)) + +# 2) cluster_config defaults +sbatch_options.update(cluster_config["__default__"]) + +# 3) Convert resources (no unit conversion!) and threads +sbatch_options.update(slurm_utils.convert_job_properties(job_properties, RESOURCE_MAPPING)) + +# 4) cluster_config for particular rule +sbatch_options.update(cluster_config.get(job_properties.get("rule"), {})) + +# 5) cluster_config options +sbatch_options.update(job_properties.get("cluster", {})) + +# convert human-friendly time - leaves slurm format time as is +if "time" in sbatch_options: + duration = str(sbatch_options["time"]) + sbatch_options["time"] = str(slurm_utils.Time(duration)) + +# 6) Format pattern in snakemake style +sbatch_options = slurm_utils.format_values(sbatch_options, job_properties) + +# 7) create output and error filenames and paths +joblog = slurm_utils.JobLog(job_properties) +log = "" +if "output" not in sbatch_options and CookieCutter.get_cluster_logpath(): + outlog = joblog.outlog + log = outlog + sbatch_options["output"] = outlog + +if "error" not in sbatch_options and CookieCutter.get_cluster_logpath(): + errlog = joblog.errlog + log = errlog + sbatch_options["error"] = errlog + +# ensure sbatch output dirs exist +for o in ("output", "error"): + slurm_utils.ensure_dirs_exist(sbatch_options[o]) if o in sbatch_options else None + +# 9) Set slurm job name +if "job-name" not in sbatch_options and "job_name" not in sbatch_options: + sbatch_options["job-name"] = joblog.jobname + +# submit job and echo id back to Snakemake (must be the only stdout) +jobid = slurm_utils.submit_job(jobscript, **sbatch_options) +logger.debug("Registering %s with sidecar...", jobid) +register_with_sidecar(jobid) +logger.debug("... done registering with sidecar") +print(jobid) diff --git a/profiles/slurm/slurm_utils.py b/profiles/slurm/slurm_utils.py new file mode 100644 index 0000000..c420154 --- /dev/null +++ b/profiles/slurm/slurm_utils.py @@ -0,0 +1,403 @@ +#!/usr/bin/env python3 +import argparse +import math +import os +import re +import subprocess as sp +import sys +from datetime import timedelta +from os.path import dirname +from time import time as unix_time +from typing import Union +from uuid import uuid4 +import shlex +from io import StringIO + +from CookieCutter import CookieCutter +from snakemake import io +from snakemake.exceptions import WorkflowError +from snakemake.io import Wildcards +from snakemake.logging import logger +from snakemake.utils import AlwaysQuotedFormatter +from snakemake.utils import QuotedFormatter +from snakemake.utils import SequenceFormatter + + +def _convert_units_to_mb(memory): + """If memory is specified with SI unit, convert to MB""" + if isinstance(memory, int) or isinstance(memory, float): + return int(memory) + siunits = {"K": 1e-3, "M": 1, "G": 1e3, "T": 1e6} + regex = re.compile(r"(\d+)({})$".format("|".join(siunits.keys()))) + m = regex.match(memory) + if m is None: + logger.error( + (f"unsupported memory specification '{memory}';" " allowed suffixes: [K|M|G|T]") + ) + sys.exit(1) + factor = siunits[m.group(2)] + return int(int(m.group(1)) * factor) + + +def parse_jobscript(): + """Minimal CLI to require/only accept single positional argument.""" + p = argparse.ArgumentParser(description="SLURM snakemake submit script") + p.add_argument("jobscript", help="Snakemake jobscript with job properties.") + return p.parse_args().jobscript + + +def parse_sbatch_defaults(parsed): + """Unpack SBATCH_DEFAULTS.""" + d = shlex.split(parsed) if type(parsed) == str else parsed + args = {} + for keyval in [a.split("=") for a in d]: + k = keyval[0].strip().strip("-") + v = keyval[1].strip() if len(keyval) == 2 else None + args[k] = v + return args + + +def load_cluster_config(path): + """Load config to dict + + Load configuration to dict either from absolute path or relative + to profile dir. + """ + if path: + path = os.path.join(dirname(__file__), os.path.expandvars(path)) + dcc = io.load_configfile(path) + else: + dcc = {} + if "__default__" not in dcc: + dcc["__default__"] = {} + return dcc + + +# adapted from format function in snakemake.utils +def format(_pattern, _quote_all=False, **kwargs): # noqa: A001 + """Format a pattern in Snakemake style. + This means that keywords embedded in braces are replaced by any variable + values that are available in the current namespace. + """ + fmt = SequenceFormatter(separator=" ") + if _quote_all: + fmt.element_formatter = AlwaysQuotedFormatter() + else: + fmt.element_formatter = QuotedFormatter() + try: + return fmt.format(_pattern, **kwargs) + except KeyError as ex: + raise NameError( + f"The name {ex} is unknown in this context. Please " + "make sure that you defined that variable. " + "Also note that braces not used for variable access " + "have to be escaped by repeating them " + ) + + +# adapted from Job.format_wildcards in snakemake.jobs +def format_wildcards(string, job_properties): + """Format a string with variables from the job.""" + + class Job(object): + def __init__(self, job_properties): + for key in job_properties: + setattr(self, key, job_properties[key]) + + job = Job(job_properties) + if "params" in job_properties: + job._format_params = Wildcards(fromdict=job_properties["params"]) + else: + job._format_params = None + if "wildcards" in job_properties: + job._format_wildcards = Wildcards(fromdict=job_properties["wildcards"]) + else: + job._format_wildcards = None + _variables = dict() + _variables.update(dict(params=job._format_params, wildcards=job._format_wildcards)) + if hasattr(job, "rule"): + _variables.update(dict(rule=job.rule)) + try: + return format(string, **_variables) + except NameError as ex: + raise WorkflowError("NameError with group job {}: {}".format(job.jobid, str(ex))) + except IndexError as ex: + raise WorkflowError("IndexError with group job {}: {}".format(job.jobid, str(ex))) + + +# adapted from ClusterExecutor.cluster_params function in snakemake.executor +def format_values(dictionary, job_properties): + formatted = dictionary.copy() + for key, value in list(formatted.items()): + if key == "mem": + value = str(_convert_units_to_mb(value)) + if isinstance(value, str): + try: + formatted[key] = format_wildcards(value, job_properties) + except NameError as e: + msg = "Failed to format cluster config " "entry for job {}.".format( + job_properties["rule"] + ) + raise WorkflowError(msg, e) + return formatted + + +def convert_job_properties(job_properties, resource_mapping=None): + options = {} + if resource_mapping is None: + resource_mapping = {} + resources = job_properties.get("resources", {}) + for k, v in resource_mapping.items(): + options.update({k: resources[i] for i in v if i in resources}) + + if "threads" in job_properties: + options["cpus-per-task"] = job_properties["threads"] + + slurm_opts = resources.get("slurm", "") + if not isinstance(slurm_opts, str): + raise ValueError( + "The `slurm` argument to resources must be a space-separated string" + ) + + for opt in slurm_opts.split(): + kv = opt.split("=", maxsplit=1) + k = kv[0] + v = None if len(kv) == 1 else kv[1] + options[k.lstrip("-").replace("_", "-")] = v + + return options + + +def ensure_dirs_exist(path): + """Ensure output folder for Slurm log files exist.""" + di = dirname(path) + if di == "": + return + if not os.path.exists(di): + os.makedirs(di, exist_ok=True) + return + + +def format_sbatch_options(**sbatch_options): + """Format sbatch options""" + options = [] + for k, v in sbatch_options.items(): + val = "" + if v is not None: + val = f"={v}" + options.append(f"--{k}{val}") + return options + + +def submit_job(jobscript, **sbatch_options): + """Submit jobscript and return jobid.""" + options = format_sbatch_options(**sbatch_options) + try: + cmd = ["sbatch"] + ["--parsable"] + options + [jobscript] + res = sp.check_output(cmd) + except sp.CalledProcessError as e: + raise e + # Get jobid + res = res.decode() + try: + jobid = re.search(r"(\d+)", res).group(1) + except Exception as e: + raise e + return jobid + + +timeformats = [ + re.compile(r"^(?P\d+)-(?P\d+):(?P\d+):(?P\d+)$"), + re.compile(r"^(?P\d+)-(?P\d+):(?P\d+)$"), + re.compile(r"^(?P\d+)-(?P\d+)$"), + re.compile(r"^(?P\d+):(?P\d+):(?P\d+)$"), + re.compile(r"^(?P\d+):(?P\d+)$"), + re.compile(r"^(?P\d+)$"), +] + + +def time_to_minutes(time): + """Convert time string to minutes. + + According to slurm: + + Acceptable time formats include "minutes", "minutes:seconds", + "hours:minutes:seconds", "days-hours", "days-hours:minutes" + and "days-hours:minutes:seconds". + + """ + if not isinstance(time, str): + time = str(time) + d = {"days": 0, "hours": 0, "minutes": 0, "seconds": 0} + regex = list(filter(lambda regex: regex.match(time) is not None, timeformats)) + if len(regex) == 0: + return + assert len(regex) == 1, "multiple time formats match" + m = regex[0].match(time) + d.update(m.groupdict()) + minutes = ( + int(d["days"]) * 24 * 60 + + int(d["hours"]) * 60 + + int(d["minutes"]) + + math.ceil(int(d["seconds"]) / 60) + ) + assert minutes > 0, "minutes has to be greater than 0" + return minutes + + +class InvalidTimeUnitError(Exception): + pass + + +class Time: + _nanosecond_size = 1 + _microsecond_size = 1000 * _nanosecond_size + _millisecond_size = 1000 * _microsecond_size + _second_size = 1000 * _millisecond_size + _minute_size = 60 * _second_size + _hour_size = 60 * _minute_size + _day_size = 24 * _hour_size + _week_size = 7 * _day_size + units = { + "s": _second_size, + "m": _minute_size, + "h": _hour_size, + "d": _day_size, + "w": _week_size, + } + pattern = re.compile(rf"(?P\d+(\.\d*)?|\.\d+)(?P[a-zA-Z])") + + def __init__(self, duration: str): + self.duration = Time._from_str(duration) + + def __str__(self) -> str: + return Time._timedelta_to_slurm(self.duration) + + def __repr__(self): + return str(self) + + @staticmethod + def _timedelta_to_slurm(delta: Union[timedelta, str]) -> str: + if isinstance(delta, timedelta): + d = dict() + d["hours"], rem = divmod(delta.seconds, 3600) + d["minutes"], d["seconds"] = divmod(rem, 60) + d["hours"] += delta.days * 24 + return "{hours}:{minutes:02d}:{seconds:02d}".format(**d) + elif isinstance(delta, str): + return delta + else: + raise ValueError("Time is in an unknown format '{}'".format(delta)) + + @staticmethod + def _from_str(duration: str) -> Union[timedelta, str]: + """Parse a duration string to a datetime.timedelta""" + + matches = Time.pattern.finditer(duration) + + total = 0 + n_matches = 0 + for m in matches: + n_matches += 1 + value = m.group("val") + unit = m.group("unit").lower() + if unit not in Time.units: + raise InvalidTimeUnitError( + "Unknown unit '{}' in time {}".format(unit, duration) + ) + + total += float(value) * Time.units[unit] + + if n_matches == 0: + return duration + + microseconds = total / Time._microsecond_size + return timedelta(microseconds=microseconds) + + +class JobLog: + def __init__(self, job_props: dict): + self.job_properties = job_props + self.uid = str(uuid4()) + + @property + def wildcards(self) -> dict: + return self.job_properties.get("wildcards", dict()) + + @property + def wildcards_str(self) -> str: + return ( + ".".join("{}={}".format(k, v) for k, v in self.wildcards.items()) + or "unique" + ) + + @property + def rule_name(self) -> str: + if not self.is_group_jobtype: + return self.job_properties.get("rule", "nameless_rule") + return self.groupid + + @property + def groupid(self) -> str: + return self.job_properties.get("groupid", "group") + + @property + def is_group_jobtype(self) -> bool: + return self.job_properties.get("type", "") == "group" + + @property + def short_uid(self) -> str: + return self.uid.split("-")[0] + + def pattern_replace(self, s: str) -> str: + """ + %r - rule name. If group job, will use the group ID instead + %i - snakemake job ID + %w - wildcards. e.g., wildcards A and B will be concatenated as 'A=.B=' + %U - a random universally unique identifier + %S - shortened version od %U + %T - Unix time, aka seconds since epoch (rounded to an integer) + """ + replacement = { + "%r": self.rule_name, + "%i": self.jobid, + "%w": self.wildcards_str, + "%U": self.uid, + "%T": str(int(unix_time())), + "%S": self.short_uid, + } + for old, new in replacement.items(): + s = s.replace(old, new) + + return s + + @property + def jobname(self) -> str: + jobname_pattern = CookieCutter.get_cluster_jobname() + if not jobname_pattern: + return "" + + return self.pattern_replace(jobname_pattern) + + @property + def jobid(self) -> str: + """The snakemake jobid""" + if self.is_group_jobtype: + return self.job_properties.get("jobid", "").split("-")[0] + return str(self.job_properties.get("jobid")) + + @property + def logpath(self) -> str: + logpath_pattern = CookieCutter.get_cluster_logpath() + if not logpath_pattern: + return "" + + return self.pattern_replace(logpath_pattern) + + @property + def outlog(self) -> str: + return self.logpath + ".out" + + @property + def errlog(self) -> str: + return self.logpath + ".err" From daacd83feeade708453b47af0bba67b256510fa8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 19 Feb 2024 10:21:29 +0100 Subject: [PATCH 227/365] added ref category param --- mess/workflow/Snakefile | 1 + mess/workflow/download.smk | 1 + mess/workflow/rules/download/assembly_finder.smk | 2 ++ 3 files changed, 4 insertions(+) diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 6ed0ecb..c673bb1 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -54,6 +54,7 @@ NCBI_KEY = config.args.ncbi_key DB = config.args.db UID = config.args.uid ASM_LVL = config.args.al +REF_CAT = config.args.rc ANNOT = config.args.an RANK = config.args.rank NB_RANK = config.args.nr diff --git a/mess/workflow/download.smk b/mess/workflow/download.smk index 51ffe81..7325aad 100644 --- a/mess/workflow/download.smk +++ b/mess/workflow/download.smk @@ -40,6 +40,7 @@ NCBI_KEY = config.args.ncbi_key DB = config.args.db UID = config.args.uid ASM_LVL = config.args.al +REF_CAT = config.args.rc ANNOT = config.args.an RANK = config.args.rank NB_RANK = config.args.nr diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index 1bc3aa9..3e532d6 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -32,6 +32,7 @@ checkpoint download_assemblies: db=DB, uid=UID, alvl=ASM_LVL, + refc=REF_CAT, annot=ANNOT, excl=EXCLUDE, rank=RANK, @@ -52,6 +53,7 @@ checkpoint download_assemblies: -db {params.db} \ -id {params.uid} \ -al {params.alvl} \ + -rc {params.refc} \ -an {params.annot} \ -ex {params.excl} \ -r {params.rank} \ From a41c49cd875223417ec75dffcffcf3479317c7f8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 19 Feb 2024 10:21:38 +0100 Subject: [PATCH 228/365] added sum bases column --- mess/workflow/scripts/calculate_cov.py | 1 + 1 file changed, 1 insertion(+) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 4b47261..cc7ecf4 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -81,6 +81,7 @@ def get_even_dist(df, cols): df["sum_cov"] = bases / df["sum_genome_size"] df["cov_sim"] = df["sum_cov"] * df["abundance"] df["bases"] = df["cov_sim"] * df["genome_size"] + df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["proportion"] = df["bases"] / df["sum_bases"] df["reads"] = df["bases"] / (snakemake.params.read_len * p) From f80f21d5cad2ce9680ea72f73e1a8c066bf264f1 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 19 Feb 2024 10:51:48 +0100 Subject: [PATCH 229/365] added replicates table in logs --- mess/workflow/rules/processing/coverages.smk | 2 ++ mess/workflow/scripts/replicates.py | 1 + 2 files changed, 3 insertions(+) diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index 5119af8..198cd2f 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -11,6 +11,8 @@ rule replicates_table: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", time=config.resources.sml.time, + log: + os.path.join(dir.out.logs, "tables", "replicates.tsv"), script: os.path.join(dir.scripts, "replicates.py") diff --git a/mess/workflow/scripts/replicates.py b/mess/workflow/scripts/replicates.py index f002aa7..da11b47 100644 --- a/mess/workflow/scripts/replicates.py +++ b/mess/workflow/scripts/replicates.py @@ -30,4 +30,5 @@ continue samples_df.reset_index(inplace=True, drop=True) +samples_df.to_csv(snakemake.logs[0], sep="\t", index=None) samples_df.to_csv(snakemake.output[0], sep="\t", index=None) From 9b27120f7f2b524516b4772de4e32cb314ec6527 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 19 Feb 2024 10:52:11 +0100 Subject: [PATCH 230/365] removed double backslashes --- mess/workflow/rules/download/assembly_finder.smk | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index 83f4604..0e177b6 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -6,15 +6,15 @@ rule get_unique_entries: params: nb=NB, run: - df = pd.read_csv(input[0], sep="\\t") + df = pd.read_csv(input[0], sep="\t") try: df[["entry", "nb"]].drop_duplicates().to_csv( - output[0], sep="\\t", index=None + output[0], sep="\t", index=None ) except KeyError: df["nb"] = [params.nb] * len(df) df[["entry", "nb"]].drop_duplicates().to_csv( - output[0], sep="\\t", index=None + output[0], sep="\t", index=None ) From 9318f72c012f27ceebef66c44f24509a0541547d Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 19 Feb 2024 10:53:11 +0100 Subject: [PATCH 231/365] fixed dtypes --- mess/workflow/scripts/calculate_cov.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 4b47261..962a641 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -134,7 +134,7 @@ def get_even_dist(df, cols): "abundance", "seed", ] -df = df.astype({"seed": int}) +df = df.astype({"seed": int, "taxid": int, "genome_size": int, "contig_count": int}) df = df[df["fasta"] != "nan"] -df[cols].to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore +df.to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From 3b26a50588861472338c3a3310b5bd63e9f12b77 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 19 Feb 2024 11:13:38 +0100 Subject: [PATCH 232/365] fixed snakemake log --- mess/workflow/scripts/replicates.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/scripts/replicates.py b/mess/workflow/scripts/replicates.py index da11b47..68b987c 100644 --- a/mess/workflow/scripts/replicates.py +++ b/mess/workflow/scripts/replicates.py @@ -30,5 +30,5 @@ continue samples_df.reset_index(inplace=True, drop=True) -samples_df.to_csv(snakemake.logs[0], sep="\t", index=None) +samples_df.to_csv(snakemake.log[0], sep="\t", index=None) samples_df.to_csv(snakemake.output[0], sep="\t", index=None) From 3bdcb4e7b64792e8d595ec70525d597af7d34948 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 16:53:24 +0100 Subject: [PATCH 233/365] removed contig merge --- mess/workflow/scripts/merge_contigs.py | 25 ------------------------- 1 file changed, 25 deletions(-) delete mode 100644 mess/workflow/scripts/merge_contigs.py diff --git a/mess/workflow/scripts/merge_contigs.py b/mess/workflow/scripts/merge_contigs.py deleted file mode 100644 index 63912f9..0000000 --- a/mess/workflow/scripts/merge_contigs.py +++ /dev/null @@ -1,25 +0,0 @@ -from Bio import SeqIO - -try: - record = SeqIO.read( - snakemake.input[0], "fasta" - ) # Check if the fasta file has one record only - SeqIO.write( - record, snakemake.output[0], "fasta" - ) # If only one record (i.e one contig) copy the file -except ValueError: # More than one record, we merge contigs - fasta = open(snakemake.input[0], "r") - handle = SeqIO.parse(fasta, "fasta") - headers = [] - seq = [] - for record in handle: - headers.append(record.id) - seq.append(record.seq) - nlist = "N" * 1000 # Seperate contigs with a string of 1000 N - merged_contigs = [seq[i] + nlist for i in range(len(seq))] - merged_contigs[0] = ( - ">" + headers[0] + "\n" + merged_contigs[0] - ) # add the first header before the first contig - with open(snakemake.output[0], "w") as f: - for contig in merged_contigs: - f.write(f"{contig}\n") From d39a3577c31a74b64b568725069753fc4c5f13f0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 17:04:47 +0100 Subject: [PATCH 234/365] added pbsim3 model and ratio params --- mess/util.py | 28 ++++++++++++++++++---------- 1 file changed, 18 insertions(+), 10 deletions(-) diff --git a/mess/util.py b/mess/util.py index 3938590..f78aa20 100644 --- a/mess/util.py +++ b/mess/util.py @@ -147,15 +147,13 @@ def sim_options(func): "--error", help="choose simulator error profile", type=str, - default="MSv3", - show_default=True, + default=None, ), click.option( "--custom-err", help="Path to art custom error profile basename", type=str, default=None, - show_default=True, ), click.option( "--replicates", @@ -197,11 +195,23 @@ def sim_options(func): default="1G", show_default=True, ), + click.option( + "--model", + help="pbsim3 sequencing error model", + type=str, + default=None, + ), + click.option( + "--ratio", + help="pbsim3 substitution, insertion and deletion ratio", + type=str, + default="6:55:39", + ), click.option( "--accuracy", help="mean accuracy for long read sequencing", type=float, - default=0.9, + default=0.85, show_default=True, ), click.option( @@ -222,35 +232,33 @@ def sim_options(func): "--max-len", help="maximum read length for long read sequencing", type=int, - default=300, + default=1000000, show_default=True, ), click.option( "--sd-len", help="standard read length deviation for long read sequencing", type=int, - default=50, + default=7000, show_default=True, ), click.option( "--mean-len", help="mean read length for long and short read sequencing", type=int, - default=150, - show_default=True, ), click.option( "--frag-len", help="Fragment length for paird short read sequencing", type=int, - default=170, + default=200, show_default=True, ), click.option( "--frag-sd", help="Fragment length standard deviation for paird short read sequencing", type=int, - default=17, + default=10, show_default=True, ), click.option( From fa0553a4be30cd7273a028ae7af126fc66fad6b0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:29:01 +0100 Subject: [PATCH 235/365] updated config --- mess/config/config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/config/config.yaml b/mess/config/config.yaml index d92d971..97eff3e 100644 --- a/mess/config/config.yaml +++ b/mess/config/config.yaml @@ -9,9 +9,9 @@ resources: cpu: 8 time: "08:00:00" norm: - mem: 5000 + mem: 6000 cpu: 3 - time: "01:00:00" + time: "00:30:00" sml: mem: 2000 cpu: 1 From 98562d46ca49a22184f64a8ccaeb7693c601b2be Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:31:53 +0100 Subject: [PATCH 236/365] added model and ratio, added long reads default error profiles --- mess/__main__.py | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) diff --git a/mess/__main__.py b/mess/__main__.py index e7fd4eb..abb2ae3 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -138,6 +138,8 @@ def run( mu, sigma, bases, + model, + ratio, accuracy, passes, min_len, @@ -180,6 +182,8 @@ def run( "mu": mu, "sigma": sigma, "bases": bases, + "model": model, + "ratio": ratio, "accuracy": accuracy, "passes": passes, "min_len": min_len, @@ -293,6 +297,8 @@ def simulate( tech, tool, error, + model, + ratio, custom_err, replicates, rep_sd, @@ -313,6 +319,23 @@ def simulate( seed, **kwargs, ): + if tech != "illumina" and error: + if tech == "pacbio": + ratio = "22:45:33" + model = "QSHMM-RSII" + if error == "hifi": + accuracy = 0.99 + passes = 10 + + if tech == "nanopore": + ratio = "39:24:36" + if error == "r10.4": + accuracy = 0.99 + model = "QSHMM-ONT-HQ" + if error == "r10.3": + accuracy = 0.95 + model = "QSHMM-ONT" + """Simulate reads from local fastas""" # Config to add or update in configfile merge_config = { @@ -326,6 +349,8 @@ def simulate( "tech": tech, "tool": tool, "error": error, + "model": model, + "ratio": ratio, "custom_err": custom_err, "asm_summary": asm_summary, "replicates": replicates, From 698669699e2b0340bcab39d3ef208273e8f2fce8 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:32:29 +0100 Subject: [PATCH 237/365] added long reads params and wildcards constraints --- mess/workflow/simulate.smk | 27 +++++++-------------------- 1 file changed, 7 insertions(+), 20 deletions(-) diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 0ef9c77..533b212 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -15,6 +15,7 @@ wildcard_constraints: sample="[^/]+", fasta="[^/]+", contig="[^/]+", + p="[1-2]+", # functions @@ -50,8 +51,6 @@ if PAIRED: FRAG_LEN = config.args.frag_len FRAG_SD = config.args.frag_sd PAIRS = [1, 2] -else: - PAIRS = [1] DIST = config.args.dist MU = config.args.mu @@ -78,34 +77,22 @@ BAM = config.args.bam MIN_LEN = config.args.min_len MAX_LEN = config.args.max_len SD_LEN = config.args.sd_len -# simulate reads +PASSES = config.args.passes +ACCURACY = config.args.accuracy +MODEL = config.args.model +RATIO = config.args.ratio + if SEQ_TECH == "illumina": include: os.path.join("rules", "simulate", "short_reads.smk") else: - MODEL = "" - RATIO = "" - PASSES = config.args.passes - ACCURACY = config.args.accuracy - if SEQ_TECH == "pacbio": - MODEL = "QSHMM-RSII" - RATIO = "22:45:33" - elif SEQ_TECH == "nanopore": - RATIO = "39:24:36" - if ERROR == "r10.4": - MODEL = "QSHMM-ONT-HQ" - elif ERROR == "r10.3": - MODEL = "QSHMM-ONT" include: os.path.join("rules", "simulate", "long_reads.smk") -# process reads -SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) - - # reads post-processsing options +SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) SKIP_SHUFFLE = config.args.skip_shuffle From c454f4710caee029caf3e3b41aec924c1ab42578 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:32:49 +0100 Subject: [PATCH 238/365] added and updated functions --- mess/workflow/rules/preflight/functions.smk | 103 ++++++++++++-------- 1 file changed, 65 insertions(+), 38 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 83dcf8c..1fd4f41 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -7,6 +7,29 @@ from itertools import product from Bio import SeqIO +def list_reads(wildcards): + if PAIRED: + reads = expand( + os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz"), + sample=SAMPLES, + p=PAIRS, + ) + else: + reads = expand( + os.path.join(dir.out.fastq, "{sample}.fq.gz"), + sample=SAMPLES, + ) + + if BAM: + bams = expand( + os.path.join(dir.out.bam, "{sample}.{bam}"), + sample=SAMPLES, + bam=["bam", "bam.bai"], + ) + reads = reads + bams + return reads + + def list_files(indir, extensions): extensions = extensions.split(",") files = [glob.glob(f"{indir}/*.{e}") for e in extensions] @@ -44,19 +67,15 @@ def fasta_input(wildcards): return os.path.join(basedir, "{fasta}.fna.gz") elif COMPRESSED == False: return os.path.join(basedir, "{fasta}.fna") - if SKIP_FA_PROC and SEQ_TECH != "illumina": - return os.path.join(basedir, "{fasta}_{contig}.fna") + if SKIP_FA_PROC: + return os.path.join(basedir, "{fasta}", "{contig}.fna") -def list_fastas(wildcards, contigs=False): +def list_fastas(wildcards): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t") - paths = list(set(df["path"])) fastas = list(set(df["fasta"])) - if contigs: - return expand(os.path.join(dir.out.fasta, "{fasta}.renamed"), fasta=fastas) - else: - return paths + return expand(os.path.join(dir.out.fasta, "{fasta}.fasta"), fasta=fastas) def get_value(table, wildcards, value): @@ -79,30 +98,7 @@ def get_assembly_summary_path(wildcards): return table -def list_cat(wildcards, ext): - table = checkpoints.calculate_coverage.get(**wildcards).output[0] - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - fastas = list(set(df.loc[wildcards.sample].index)) - if ext == "fastq": - if SEQ_TECH == "illumina": - return expand( - os.path.join(dir.out.short, "{{sample}}", "{fasta}{{p}}.fq.gz"), - fasta=fastas, - ) - else: - return expand( - os.path.join(dir.out.long, "{{sample}}", "{fasta}.fq.gz"), - fasta=fastas, - ) - elif ext == "bam": - return expand( - os.path.join(dir.out.bam, "{{sample}}", "{fasta}.bam"), - fasta=fastas, - ) - - -## PBSIM3 functions -def pbsim3_expand(wildcards, outdir, ext): +def collect_contigs(wildcards, outdir, ext): table = checkpoints.split_contigs.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col="fasta") contigs = df.loc[wildcards.fasta]["contig"] @@ -110,14 +106,45 @@ def pbsim3_expand(wildcards, outdir, ext): contigs = [contigs] else: contigs = list(contigs) - return expand( - os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}.{ext}"), - outdir=outdir, - contig=contigs, - ext=ext, - ) + if PAIRED and ext != "bam": + return expand( + os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}{{p}}.{ext}"), + contig=contigs, + ext=ext, + ) + else: + return expand( + os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}.{ext}"), + contig=contigs, + ext=ext, + ) + + +def collect_samples(wildcards, outdir, ext): + table = checkpoints.calculate_coverage.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + fastas = list(set(df.loc[wildcards.sample].index)) + if PAIRED and ext != "bam": + return expand( + os.path.join(outdir, "{{sample}}", "{fasta}{{p}}.{ext}"), + fasta=fastas, + ext=ext, + ) + else: + return expand( + os.path.join(outdir, "{{sample}}", "{fasta}.{ext}"), + fasta=fastas, + ext=ext, + ) def get_header(fa): seqid = SeqIO.read(fa, "fasta").id return seqid.replace(">", "") + + +def seqkit_replace(wildcards): + if PAIRED: + return f"{wildcards.sample}_{{nr}}/{wildcards.p}" + else: + return f"{wildcards.sample}_{{nr}}" From c464c857c3c27a11e7445a5500d6dc722ee13cef Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:33:10 +0100 Subject: [PATCH 239/365] moved function to functions.smk --- .../rules/preflight/targets_simulate.smk | 30 ++----------------- 1 file changed, 2 insertions(+), 28 deletions(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index 9361904..aa593e1 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -3,34 +3,8 @@ All simulated reads are declared here """ -def list_reads(wildcards): - if SEQ_TECH == "illumina": - reads = expand( - os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz"), - sample=SAMPLES, - p=PAIRS, - ) - else: - reads = expand( - os.path.join(dir.out.fastq, "{sample}.fq.gz"), - sample=SAMPLES, - ) - - if BAM: - bams = expand( - os.path.join(dir.out.bam, "{sample}.{bam}"), - sample=SAMPLES, - bam=["bam", "bam.bai"], - ) - reads = reads + bams - return reads - - TargetSimreads = [ - list_reads, os.path.join(dir.out.base, "cov.tsv"), + os.path.join(dir.out.fasta, "split", "split.tsv"), + list_reads, ] - - -if not SEQ_TECH == "illumina": - TargetSimreads.append(os.path.join(dir.out.base, "clean.txt")) From 42dd180cfeb6ebfc4edeac521f5bf11ef1f6612a Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:33:25 +0100 Subject: [PATCH 240/365] removed split contigs --- mess/workflow/rules/processing/fastas.smk | 57 ++++++++--------------- 1 file changed, 20 insertions(+), 37 deletions(-) diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index eb49f5d..1860e0f 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -4,7 +4,7 @@ if COMPRESSED: input: fasta_input, output: - temp(os.path.join(dir.out.fasta, "{fasta}.fa")), + temp(os.path.join(dir.out.fasta, "{fasta}.fna")), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", @@ -15,9 +15,9 @@ if COMPRESSED: rule rename_headers: input: - os.path.join(dir.out.fasta, "{fasta}.fa") if COMPRESSED else fasta_input, + os.path.join(dir.out.fasta, "{fasta}.fna") if COMPRESSED else fasta_input, output: - temp(os.path.join(dir.out.fasta, "{fasta}.renamed")), + temp(os.path.join(dir.out.fasta, "{fasta}.fasta")), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", @@ -28,24 +28,9 @@ rule rename_headers: """ -rule merge_contigs: - input: - os.path.join(dir.out.fasta, "{fasta}.renamed"), - output: - temp(os.path.join(dir.out.fasta, "{fasta}.merged")), - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.sml.time, - conda: - os.path.join(dir.env, "fasta.yml") - script: - os.path.join(dir.scripts, "merge_contigs.py") - - checkpoint split_contigs: input: - lambda wildcards: list_fastas(wildcards, contigs=True), + list_fastas, output: temp(os.path.join(dir.out.fasta, "split", "split.tsv")), params: @@ -60,24 +45,22 @@ checkpoint split_contigs: os.path.join(dir.scripts, "split_contigs.py") -rule remove_split_fasta: - input: - os.path.join(dir.out.fasta, "split", "split.tsv"), - output: - temp(os.path.join(dir.out.base, "clean.txt")), - params: - os.path.join(dir.out.fasta, "split"), - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.sml.time, - shell: - """ - rm -r {params} - touch {output} - """ - - +# rule remove_split_fasta: +# input: +# os.path.join(dir.out.fasta, "split", "split.tsv"), +# output: +# temp(os.path.join(dir.out.base, "clean.txt")), +# params: +# os.path.join(dir.out.fasta, "split"), +# resources: +# mem_mb=config.resources.sml.mem, +# mem=str(config.resources.sml.mem) + "MB", +# time=config.resources.sml.time, +# shell: +# """ +# rm -r {params} +# touch {output} +# """ # rule chunk_contigs: # input: # get_contigs, From 5761585a6e001432aa16e6ac4008493957e5d3ef Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:35:30 +0100 Subject: [PATCH 241/365] added same reads post-rules steps for long and short reads --- mess/workflow/rules/processing/reads.smk | 191 +++++++++++++++-------- 1 file changed, 127 insertions(+), 64 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 4d3d9a2..b5c866e 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -1,57 +1,65 @@ +fastq_dir = dir.out.long +sam_in = os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.sam") if SEQ_TECH == "illumina": + fastq_dir = dir.out.short + sam_in = os.path.join(fastq_dir, "{sample}", "{fasta}", "{contig}.sam") - rule convert_sam_to_bam: - input: - sam_out, - output: - temp(os.path.join(dir.out.bam, "{sample}", "{fasta}.bam")), - benchmark: - os.path.join(dir.out.bench, "samtools", "sam2bam", "{sample}-{fasta}.txt") - log: - os.path.join(dir.out.logs, "samtools", "sam2bam", "{sample}-{fasta}.log"), - resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, - threads: config.resources.norm.cpu - conda: - os.path.join(dir.env, "bioconvert.yml") - shell: - """ - samtools view -@ {threads} -bS {input} | \ - samtools sort -@ {threads} > {output} 2> {log} - """ +fastq = os.path.join(fastq_dir, "{sample}", "{fasta}", "{contig}.fq") +fastq_gz = temp(os.path.join(fastq_dir, "{sample}", "{fasta}", "{contig}.fq.gz")) +if PAIRED: + fastq = os.path.join(fastq_dir, "{sample}", "{fasta}", "{contig}{p}.fq") + fastq_gz = temp(os.path.join(fastq_dir, "{sample}", "{fasta}", "{contig}{p}.fq.gz")) - fastq_gz = [ - temp(os.path.join(dir.out.short, "{sample}", "{fasta}1.fq.gz")), - temp(os.path.join(dir.out.short, "{sample}", "{fasta}2.fq.gz")), - ] - rule compress_fastq: - input: - fastq_out, - output: - fastq_gz if PAIRED else fastq_gz[0], - params: - prefix=fq_prefix, - benchmark: - os.path.join(dir.out.bench, "pigz", "{sample}-{fasta}.txt") - resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.med.time, - threads: config.resources.norm.cpu - shell: - """ - pigz -p {threads} {params.prefix}*.fq - """ +rule convert_sam_to_bam: + input: + sam_in, + output: + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.bam")), + log: + os.path.join( + dir.out.logs, "bioconvert", "sam2bam", "{sample}", "{fasta}{contig}.log" + ), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.sml.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") + shell: + """ + bioconvert {input} {output} -t {threads} 2> {log} + """ -rule merge_bams: +rule merge_fasta_bam: input: - lambda wildcards: list_cat(wildcards, "bam"), + lambda wildcards: collect_contigs(wildcards, dir.out.bam, "bam"), output: - os.path.join(dir.out.bam, "{sample}.bam"), + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}.bam")), + benchmark: + os.path.join(dir.out.bench, "samtools", "merge", "{sample}", "{fasta}.txt") + log: + os.path.join(dir.out.logs, "samtools", "merge", "{sample}", "{fasta}.log"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") + shell: + """ + samtools merge -@ {threads} -o {output} {input} 2> {log} + """ + + +rule merge_samples_bam: + input: + lambda wildcards: collect_samples(wildcards, dir.out.bam, "bam"), + output: + temp(os.path.join(dir.out.bam, "{sample}.unsorted")), benchmark: os.path.join(dir.out.bench, "samtools", "merge", "{sample}.txt") log: @@ -60,7 +68,7 @@ rule merge_bams: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", time=config.resources.norm.time, - threads: config.resources.norm.cpu + threads: config.resources.med.cpu conda: os.path.join(dir.env, "bioconvert.yml") shell: @@ -69,6 +77,28 @@ rule merge_bams: """ +rule sort_bams: + input: + os.path.join(dir.out.bam, "{sample}.unsorted"), + output: + os.path.join(dir.out.bam, "{sample}.bam"), + benchmark: + os.path.join(dir.out.bench, "samtools", "sort", "{sample}.txt") + log: + os.path.join(dir.out.logs, "samtools", "sort", "{sample}.log"), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.med.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") + shell: + """ + samtools sort -@ {threads} {input} -o {output} 2> {log} + """ + + rule index_bam: input: os.path.join(dir.out.bam, "{sample}.bam"), @@ -80,7 +110,7 @@ rule index_bam: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", time=config.resources.norm.time, - threads: config.resources.norm.cpu + threads: config.resources.med.cpu conda: os.path.join(dir.env, "bioconvert.yml") shell: @@ -89,22 +119,55 @@ rule index_bam: """ +rule compress_contig_fastqs: + input: + fastq, + output: + fastq_gz, + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.sml.cpu + shell: + """ + pigz -p {threads} {input} + """ + + +rule cat_contig_fastqs: + input: + lambda wildcards: collect_contigs(wildcards, fastq_dir, "fq.gz"), + output: + temp(os.path.join(fastq_dir, "{sample}", "{fasta}{p}.fq.gz")) + if PAIRED + else temp(os.path.join(fastq_dir, "{sample}", "{fasta}.fq.gz")), + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + shell: + """ + cat {input} > {output} + """ + + sample_fastq_out = [] if SKIP_SHUFFLE: - if SEQ_TECH == "illumina": + if PAIRED: sample_fastq_out = os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") else: sample_fastq_out = os.path.join(dir.out.fastq, "{sample}.fq.gz") else: - if SEQ_TECH == "illumina": + if PAIRED: sample_fastq_out = temp(os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz")) else: sample_fastq_out = temp(os.path.join(dir.out.cat, "{sample}.fq.gz")) -rule cat_fastqs: +rule cat_sample_fastqs: input: - lambda wildcards: list_cat(wildcards, "fastq"), + lambda wildcards: collect_samples(wildcards, fastq_dir, "fq.gz"), output: sample_fastq_out, resources: @@ -122,23 +185,23 @@ if not SKIP_SHUFFLE: rule shuffle_fastqs: input: os.path.join(dir.out.cat, "{sample}_R{p}.fq.gz") - if SEQ_TECH == "illumina" + if PAIRED else os.path.join(dir.out.cat, "{sample}.fq.gz"), output: temp(os.path.join(dir.out.shuffle, "{sample}_R{p}.fq.gz")) - if SEQ_TECH == "illumina" + if PAIRED else temp(os.path.join(dir.out.shuffle, "{sample}.fq.gz")), params: lambda wildcards: SHUFFLE[wildcards.sample], benchmark: os.path.join( dir.out.bench, "seqkit", "shuffle", "{sample}_R{p}.txt" - ) if SEQ_TECH == "illumina" else os.path.join( + ) if PAIRED else os.path.join( dir.out.bench, "seqkit", "shuffle", "{sample}.txt" ) log: os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}_R{p}.log") - if SEQ_TECH == "illumina" + if PAIRED else os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}.log"), resources: mem_mb=config.resources.med.mem, @@ -159,29 +222,29 @@ if not SKIP_SHUFFLE: rule anonymize_reads: input: os.path.join(dir.out.shuffle, "{sample}_R{p}.fq.gz") - if SEQ_TECH == "illumina" + if PAIRED else os.path.join(dir.out.shuffle, "{sample}.fq.gz"), output: os.path.join(dir.out.fastq, "{sample}_R{p}.fq.gz") - if SEQ_TECH == "illumina" + if PAIRED else os.path.join(dir.out.fastq, "{sample}.fq.gz"), conda: os.path.join(dir.env, "seqkit.yml") benchmark: os.path.join( dir.out.bench, "seqkit", "anonymize", "{sample}_R{p}.txt" - ) if SEQ_TECH == "illumina" else os.path.join( + ) if PAIRED else os.path.join( dir.out.bench, "seqkit", "anonymize", "{sample}.txt" ) params: - lambda wildcards: f"{wildcards.sample}_{{nr}}/{wildcards.p}" - if SEQ_TECH == "illumina" - else lambda wildcards: f"{wildcards.sample}_{{nr}}", + seqkit_replace, log: os.path.join(dir.out.logs, "seqkit", "replace", "{sample}_R{p}.log") - if SEQ_TECH == "illumina" + if PAIRED else os.path.join(dir.out.logs, "seqkit", "replace", "{sample}.log"), - os.path.join(dir.out.logs, "anonkeys", "{sample}_R{p}.tsv"), + os.path.join(dir.out.logs, "anonkeys", "{sample}_R{p}.tsv") + if PAIRED + else os.path.join(dir.out.logs, "anonkeys", "{sample}.tsv"), resources: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", From 6969b5459611cb1c620914e5b53e8632912ea711 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:36:08 +0100 Subject: [PATCH 242/365] fixed paths, moved read-post processing to reads.smk --- mess/workflow/rules/simulate/long_reads.smk | 89 ++++++--------------- 1 file changed, 23 insertions(+), 66 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index f15f963..2d960f8 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,7 +1,5 @@ -fa = [] -if not SKIP_FA_PROC: - fa = os.path.join(dir.out.fasta, "split", "{fasta}_{contig}.fa") -else: +fa = os.path.join(dir.out.fasta, "split", "{fasta}", "{contig}.fa") +if SKIP_FA_PROC: fa = fasta_input @@ -71,7 +69,8 @@ if PASSES > 1: dir.out.base, "ccs", "{sample}", - "{fasta}_{contig}.ccs.bam", + "{fasta}", + "{contig}.ccs.bam", ) ), benchmark: @@ -103,18 +102,18 @@ if PASSES > 1: output: fq=temp( os.path.join( - dir.out.base, - "ccs", + dir.out.long, "{sample}", - "{fasta}_{contig}_0001.fq.gz", + "{fasta}", + "{contig}.fq.gz", ) ), json=temp( os.path.join( - dir.out.base, - "ccs", + dir.out.long, "{sample}", - "{fasta}_{contig}_0001.zmw_metrics.json.gz", + "{fasta}", + "{contig}.zmw_metrics.json.gz", ) ), params: @@ -149,8 +148,6 @@ if BAM: temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf")), params: seqname=lambda wildcards, input: get_header(input.fa), - benchmark: - os.path.join(dir.out.bench, "sed", "{sample}", "{fasta}", "{contig}.txt") resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", @@ -160,17 +157,16 @@ if BAM: sed 's/ref/{params.seqname}/g' {input.maf} > {output} """ - rule convert_maf_to_bam: + rule convert_maf_to_sam: input: os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf"), output: - sam=temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.sam")), - bam=temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.bam")), + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.sam")), benchmark: os.path.join( dir.out.logs, "bioconvert", - "maf2bam", + "maf2sam", "{sample}", "{fasta}_{contig}.txt", ) @@ -178,7 +174,7 @@ if BAM: os.path.join( dir.out.logs, "bioconvert", - "maf2bam", + "maf2sam", "{sample}", "{fasta}_{contig}.log", ), @@ -186,67 +182,28 @@ if BAM: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", time=config.resources.norm.time, - threads: config.resources.norm.cpu + threads: config.resources.sml.cpu conda: os.path.join(dir.env, "bioconvert.yml") shell: """ - bioconvert {input} {output.sam} 2>> {log} - samtools view -@ {threads} -bS {output.sam} | \\ - samtools sort -@ threads > {output.bam} 2>> {log} + bioconvert {input} {output} 2>> {log} """ - rule merge_alignments_bam: - input: - lambda wildcards: pbsim3_expand(wildcards, dir.out.bam, "bam"), - output: - temp(os.path.join(dir.out.bam, "{sample}", "{fasta}.bam")), - benchmark: - os.path.join(dir.out.bench, "samtools", "merge", "{sample}", "{fasta}.txt") - log: - os.path.join(dir.out.logs, "samtools", "merge", "{sample}", "{fasta}.log"), - resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, - threads: config.resources.norm.cpu - conda: - os.path.join(dir.env, "bioconvert.yml") - shell: - "samtools merge -@ {threads} -o {output} {input} 2> {log}" - if PASSES == 1: - rule compress_single_pass_fastq: + rule rename_single_pass_fastq: input: os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.fastq"), output: - temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq.gz")), - params: - os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq"), - benchmark: - os.path.join(dir.out.bench, "pigz", "{sample}", "{fasta}", "{contig}.txt") + temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq")), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.med.time, - threads: config.resources.norm.cpu + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.sml.cpu shell: """ - mv {input} {params} - pigz -p {threads} {params} + mv {input} {output} """ - - -rule cat_contig_reads: - input: - lambda wildcards: pbsim3_expand(wildcards, dir.out.long, "fq.gz"), - output: - temp(os.path.join(dir.out.long, "{sample}", "{fasta}.fq.gz")), - resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, - shell: - "cat {input} > {output}" From e4b8ef246a494659a6b60dbd4eb85b6b19c1eb30 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:36:49 +0100 Subject: [PATCH 243/365] simulate for contigs instead --- mess/workflow/rules/simulate/short_reads.smk | 33 +++++++++----------- 1 file changed, 15 insertions(+), 18 deletions(-) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 060709e..5f51cc6 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -19,27 +19,23 @@ if BAM: art_args += "-sam" -sam_out = [] -if BAM and PAIRED: - sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}.sam")) -elif BAM and not PAIRED: - sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}1.sam")) -if not BAM: - sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}.txt")) +sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}.txt")) +if BAM: + sam_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}.sam")) + fastq_out = [ - temp(os.path.join(dir.out.short, "{sample}", "{fasta}1.fq")), - temp(os.path.join(dir.out.short, "{sample}", "{fasta}2.fq")), + temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}1.fq")), + temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}2.fq")), ] -fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}") + +fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}") + if not PAIRED: - fastq_out = fastq_out[0] - fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}1") + fastq_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}.fq")) -fa = [] -if not SKIP_FA_PROC: - fa = os.path.join(dir.out.fasta, "{fasta}.merged") -else: +fa = os.path.join(dir.out.fasta, "split", "{fasta}", "{contig}.fa") +if SKIP_FA_PROC: fa = fasta_input @@ -47,6 +43,7 @@ rule art_illumina: input: fa=fa, df=os.path.join(dir.out.base, "cov.tsv"), + flag=os.path.join(dir.out.fasta, "split", "split.tsv"), output: sam=sam_out, fastqs=fastq_out, @@ -57,9 +54,9 @@ rule art_illumina: seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), prefix=fq_prefix, benchmark: - os.path.join(dir.out.bench, "art", "{sample}", "{fasta}.txt") + os.path.join(dir.out.bench, "art", "{sample}", "{fasta}", "{contig}.txt") log: - os.path.join(dir.out.logs, "art", "{sample}", "{fasta}.log"), + os.path.join(dir.out.logs, "art", "{sample}", "{fasta}", "{contig}.log"), resources: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", From 92f2045ea14d267127e703ebea00ce50d09de7f0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 29 Feb 2024 18:37:11 +0100 Subject: [PATCH 244/365] save split contigs in subdir --- mess/workflow/scripts/split_contigs.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/mess/workflow/scripts/split_contigs.py b/mess/workflow/scripts/split_contigs.py index e812dd2..30f72de 100644 --- a/mess/workflow/scripts/split_contigs.py +++ b/mess/workflow/scripts/split_contigs.py @@ -6,11 +6,10 @@ def split_fasta(fa, outdir): record_ids = [] - name = os.path.basename(fa).split(".renamed")[0] + name = os.path.basename(fa).split(".fasta")[0] + os.mkdir(os.path.join(outdir, name)) for record in SeqIO.parse(fa, "fasta"): - SeqIO.write( - record, os.path.join(outdir, name + "_" + record.id) + ".fa", "fasta" - ) + SeqIO.write(record, os.path.join(outdir, name, record.id) + ".fa", "fasta") record_ids.append({"contig": record.id, "fasta": name}) return record_ids From edd86627aa17b8d76bb481ddf88f1fda92082b7e Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 4 Mar 2024 14:32:36 +0100 Subject: [PATCH 245/365] added split temp directory --- .../rules/preflight/targets_simulate.smk | 2 +- mess/workflow/rules/processing/fastas.smk | 67 ++----------------- 2 files changed, 7 insertions(+), 62 deletions(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index aa593e1..63f4c01 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -5,6 +5,6 @@ All simulated reads are declared here TargetSimreads = [ os.path.join(dir.out.base, "cov.tsv"), - os.path.join(dir.out.fasta, "split", "split.tsv"), + os.path.join(dir.out.base, "split"), list_reads, ] diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index 1860e0f..8349c56 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -30,73 +30,18 @@ rule rename_headers: checkpoint split_contigs: input: - list_fastas, + fa=list_fastas, + cov=os.path.join(dir.out.base, "cov.tsv"), output: - temp(os.path.join(dir.out.fasta, "split", "split.tsv")), - params: - os.path.join(dir.out.fasta, "split"), + tsv=temp(os.path.join(dir.out.base, "split.tsv")), + dir=temp(directory(os.path.join(dir.out.base, "split"))), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", time=config.resources.sml.time, conda: os.path.join(dir.env, "fasta.yml") + log: + os.path.join(dir.out.logs, "tables", "split.tsv"), script: os.path.join(dir.scripts, "split_contigs.py") - - -# rule remove_split_fasta: -# input: -# os.path.join(dir.out.fasta, "split", "split.tsv"), -# output: -# temp(os.path.join(dir.out.base, "clean.txt")), -# params: -# os.path.join(dir.out.fasta, "split"), -# resources: -# mem_mb=config.resources.sml.mem, -# mem=str(config.resources.sml.mem) + "MB", -# time=config.resources.sml.time, -# shell: -# """ -# rm -r {params} -# touch {output} -# """ -# rule chunk_contigs: -# input: -# get_contigs, -# output: -# expand( -# os.path.join( -# dir.out.fasta, -# "{{fasta}}", -# "chunks", -# "chunk{chunk}.fa.gz", -# ), -# chunk=CHUNKS, -# ), -# params: -# splits=THREADS, -# out=os.path.join(dir.out.fasta, "{fasta}", "chunks"), -# shell: -# """ -# kmcp utils split-genomes \\ -# -m 1 -k 1 --split-number {params.splits} \\ -# --split-overlap 0 {input.fa} -O {params.out} -# """ -# rule decompress_contigs: -# input: -# os.path.join( -# dir.out.fasta, -# "{fasta}", -# "chunks", -# "chunk{chunk}.fa.gz", -# ), -# output: -# os.path.join( -# dir.out.fasta, -# "{fasta}", -# "chunks", -# "chunk{chunk}.fa", -# ), -# shell: -# "gunzip {input}" From 1e5c0f1bb1234d3440ed9f86169f6b6a11cb4892 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 4 Mar 2024 14:32:58 +0100 Subject: [PATCH 246/365] renamed anonymized reads log --- mess/workflow/rules/processing/reads.smk | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index b5c866e..16c117f 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -33,7 +33,7 @@ rule convert_sam_to_bam: """ -rule merge_fasta_bam: +rule merge_fasta_bams: input: lambda wildcards: collect_contigs(wildcards, dir.out.bam, "bam"), output: @@ -55,7 +55,7 @@ rule merge_fasta_bam: """ -rule merge_samples_bam: +rule merge_sample_bams: input: lambda wildcards: collect_samples(wildcards, dir.out.bam, "bam"), output: @@ -99,7 +99,7 @@ rule sort_bams: """ -rule index_bam: +rule index_bams: input: os.path.join(dir.out.bam, "{sample}.bam"), output: @@ -242,9 +242,9 @@ if not SKIP_SHUFFLE: os.path.join(dir.out.logs, "seqkit", "replace", "{sample}_R{p}.log") if PAIRED else os.path.join(dir.out.logs, "seqkit", "replace", "{sample}.log"), - os.path.join(dir.out.logs, "anonkeys", "{sample}_R{p}.tsv") + os.path.join(dir.out.logs, "anonymized_reads", "{sample}_R{p}.tsv") if PAIRED - else os.path.join(dir.out.logs, "anonkeys", "{sample}.tsv"), + else os.path.join(dir.out.logs, "anonymized_reads", "{sample}.tsv"), resources: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", From b325260a4f7be307c57a31b8d0b55bb911fdcc7d Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 4 Mar 2024 14:33:26 +0100 Subject: [PATCH 247/365] changed split contig directory --- mess/workflow/rules/simulate/long_reads.smk | 4 ++-- mess/workflow/rules/simulate/short_reads.smk | 4 ++-- mess/workflow/scripts/split_contigs.py | 18 +++++++++++++----- 3 files changed, 17 insertions(+), 9 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index 2d960f8..7bd54f3 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,4 +1,4 @@ -fa = os.path.join(dir.out.fasta, "split", "{fasta}", "{contig}.fa") +fa = os.path.join(dir.out.base, "split", "{fasta}", "{contig}.fa") if SKIP_FA_PROC: fa = fasta_input @@ -6,7 +6,7 @@ if SKIP_FA_PROC: rule pbsim3: input: fa=fa, - flag=os.path.join(dir.out.fasta, "split", "split.tsv"), + flag=os.path.join(dir.out.base, "split.tsv"), df=os.path.join(dir.out.base, "cov.tsv"), output: temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam")) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 5f51cc6..425283a 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -34,7 +34,7 @@ fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}") if not PAIRED: fastq_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}.fq")) -fa = os.path.join(dir.out.fasta, "split", "{fasta}", "{contig}.fa") +fa = os.path.join(dir.out.base, "split", "{fasta}", "{contig}.fa") if SKIP_FA_PROC: fa = fasta_input @@ -43,7 +43,7 @@ rule art_illumina: input: fa=fa, df=os.path.join(dir.out.base, "cov.tsv"), - flag=os.path.join(dir.out.fasta, "split", "split.tsv"), + flag=os.path.join(dir.out.base, "split.tsv"), output: sam=sam_out, fastqs=fastq_out, diff --git a/mess/workflow/scripts/split_contigs.py b/mess/workflow/scripts/split_contigs.py index 30f72de..e14781b 100644 --- a/mess/workflow/scripts/split_contigs.py +++ b/mess/workflow/scripts/split_contigs.py @@ -7,15 +7,23 @@ def split_fasta(fa, outdir): record_ids = [] name = os.path.basename(fa).split(".fasta")[0] - os.mkdir(os.path.join(outdir, name)) + subdir = os.path.join(outdir, name) + if not os.path.exists(subdir): + os.mkdir(subdir) for record in SeqIO.parse(fa, "fasta"): - SeqIO.write(record, os.path.join(outdir, name, record.id) + ".fa", "fasta") + SeqIO.write(record, os.path.join(subdir, record.id) + ".fa", "fasta") record_ids.append({"contig": record.id, "fasta": name}) return record_ids +cov_df = pd.read_csv(snakemake.input.cov, sep="\t") + +os.mkdir(snakemake.output.dir) id2fa = [] -for fa in snakemake.input: - id2fa.append(split_fasta(fa, snakemake.params[0])) +for fa in snakemake.input.fa: + id2fa.append(split_fasta(fa, snakemake.output.dir)) id2fa = list(chain.from_iterable(id2fa)) -pd.DataFrame.from_records(id2fa).to_csv(snakemake.output[0], sep="\t", index=None) +contig_df = pd.DataFrame.from_records(id2fa) +df = pd.merge(contig_df, cov_df, how="left", on="fasta") +df.to_csv(snakemake.log[0], sep="\t", index=None) +df[["fasta", "contig", "taxid"]].to_csv(snakemake.output.tsv, sep="\t", index=None) From e0a55fa3b2c6df198573510eece3d81d6bd5fb4c Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Mar 2024 09:42:22 +0100 Subject: [PATCH 248/365] added mkdocs material theme --- docs/requirements.txt | 9 +++++---- mkdocs.yml | 2 +- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index 1ef3909..6bc2fa0 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,5 +1,6 @@ -Pygments==2.15.0 -pymdown-extensions==10.0 -jinja2==3.0.3 -Markdown==3.3.7 +Pygments +pymdown-extensions +jinja2 +Markdown +mkdocs-material diff --git a/mkdocs.yml b/mkdocs.yml index 6f4907d..6769370 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -2,7 +2,7 @@ site_name: MeSS site_url: "https://github.com/metagenlab/MeSS" site_author: Farid Chaabane theme: - name: readthedocs + name: material highlightjs: true hljs_languages: - yaml From 88065bd8f67cbfd60d29a71550249d0ea7753f00 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Mar 2024 09:42:34 +0100 Subject: [PATCH 249/365] added taxonkit env --- mess/workflow/envs/taxonkit.yml | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 mess/workflow/envs/taxonkit.yml diff --git a/mess/workflow/envs/taxonkit.yml b/mess/workflow/envs/taxonkit.yml new file mode 100644 index 0000000..878ca05 --- /dev/null +++ b/mess/workflow/envs/taxonkit.yml @@ -0,0 +1,5 @@ +name: taxonkit +channels: + - bioconda +dependencies: + - taxonkit >= 0.15.1 From d220404fe775ed1498c11513459d3b1951fc4d76 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Mar 2024 09:42:46 +0100 Subject: [PATCH 250/365] added tax profile directory --- mess/workflow/rules/preflight/directories.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/mess/workflow/rules/preflight/directories.smk b/mess/workflow/rules/preflight/directories.smk index 0e34bfd..fdd1667 100644 --- a/mess/workflow/rules/preflight/directories.smk +++ b/mess/workflow/rules/preflight/directories.smk @@ -29,6 +29,7 @@ dir.out.short = os.path.join(dir.out.base, "short") dir.out.long = os.path.join(dir.out.base, "long") dir.out.fastq = os.path.join(dir.out.base, "fastq") dir.out.bam = os.path.join(dir.out.base, "bam") +dir.out.tax = os.path.join(dir.out.base, "tax") # Logs versions and benchmarks From f3243f9ce48e4c60b88c3f2b49a648317eea3bad Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Mar 2024 09:44:27 +0100 Subject: [PATCH 251/365] added one aggregate function, added tax profile in output --- mess/workflow/rules/preflight/functions.smk | 79 +++++++++++---------- 1 file changed, 40 insertions(+), 39 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 1fd4f41..863ee40 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -26,7 +26,9 @@ def list_reads(wildcards): sample=SAMPLES, bam=["bam", "bam.bai"], ) - reads = reads + bams + tax = expand(os.path.join(dir.out.tax, "{sample}_profile.txt"), sample=SAMPLES) + reads = reads + bams + tax + return reads @@ -98,44 +100,43 @@ def get_assembly_summary_path(wildcards): return table -def collect_contigs(wildcards, outdir, ext): - table = checkpoints.split_contigs.get(**wildcards).output[0] - df = pd.read_csv(table, sep="\t", index_col="fasta") - contigs = df.loc[wildcards.fasta]["contig"] - if isinstance(contigs, str): - contigs = [contigs] - else: - contigs = list(contigs) - if PAIRED and ext != "bam": - return expand( - os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}{{p}}.{ext}"), - contig=contigs, - ext=ext, - ) - else: - return expand( - os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}.{ext}"), - contig=contigs, - ext=ext, - ) - - -def collect_samples(wildcards, outdir, ext): - table = checkpoints.calculate_coverage.get(**wildcards).output[0] - df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) - fastas = list(set(df.loc[wildcards.sample].index)) - if PAIRED and ext != "bam": - return expand( - os.path.join(outdir, "{{sample}}", "{fasta}{{p}}.{ext}"), - fasta=fastas, - ext=ext, - ) - else: - return expand( - os.path.join(outdir, "{{sample}}", "{fasta}.{ext}"), - fasta=fastas, - ext=ext, - ) +def aggregate(wildcards, outdir, level, ext): + if level == "contig": + table = checkpoints.split_contigs.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t", index_col="fasta") + contigs = df.loc[wildcards.fasta]["contig"] + if isinstance(contigs, str): + contigs = [contigs] + else: + contigs = list(contigs) + if PAIRED and ext != "bam": + return expand( + os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}{{p}}.{ext}"), + contig=contigs, + ext=ext, + ) + else: + return expand( + os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}.{ext}"), + contig=contigs, + ext=ext, + ) + if level == "fasta": + table = checkpoints.calculate_coverage.get(**wildcards).output[0] + df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) + fastas = list(set(df.loc[wildcards.sample].index)) + if PAIRED and ext != "bam": + return expand( + os.path.join(outdir, "{{sample}}", "{fasta}{{p}}.{ext}"), + fasta=fastas, + ext=ext, + ) + else: + return expand( + os.path.join(outdir, "{{sample}}", "{fasta}.{ext}"), + fasta=fastas, + ext=ext, + ) def get_header(fa): From c0099a373b5468721992985aaa7203d5be5fbd29 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 5 Mar 2024 09:44:56 +0100 Subject: [PATCH 252/365] added tax profile rules --- mess/workflow/rules/processing/reads.smk | 77 +++++++++++++++++++++--- 1 file changed, 70 insertions(+), 7 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 16c117f..d3825b6 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -33,9 +33,9 @@ rule convert_sam_to_bam: """ -rule merge_fasta_bams: +rule merge_contig_bams: input: - lambda wildcards: collect_contigs(wildcards, dir.out.bam, "bam"), + lambda wildcards: aggregate(wildcards, dir.out.bam, "contig", "bam"), output: temp(os.path.join(dir.out.bam, "{sample}", "{fasta}.bam")), benchmark: @@ -55,9 +55,9 @@ rule merge_fasta_bams: """ -rule merge_sample_bams: +rule merge_fasta_bams: input: - lambda wildcards: collect_samples(wildcards, dir.out.bam, "bam"), + lambda wildcards: aggregate(wildcards, dir.out.bam, "fasta", "bam"), output: temp(os.path.join(dir.out.bam, "{sample}.unsorted")), benchmark: @@ -99,6 +99,69 @@ rule sort_bams: """ +rule get_bam_coverage: + input: + os.path.join(dir.out.bam, "{sample}.bam"), + output: + temp(os.path.join(dir.out.bam, "{sample}.txt")), + log: + os.path.join(dir.out.logs, "samtools", "coverage", "{sample}.log"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.sml.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") + shell: + """ + samtools coverage {input} > {output} + """ + + +rule get_tax_profile: + input: + cov=os.path.join(dir.out.bam, "{sample}.txt"), + tax=os.path.join(dir.out.base, "split.tsv"), + output: + temp(os.path.join(dir.out.tax, "{sample}.tsv")), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.sml.cpu + run: + tax_df = pd.read_csv(input.tax, sep="\t") + cov_df = pd.read_csv(input.cov, sep="\t") + cov_df.rename(columns={"#rname": "contig"}, inplace=True) + merge_df = tax_df.merge(cov_df) + df = merge_df.groupby("taxid")["meandepth"].mean().reset_index() + df["abundance"] = df["meandepth"] / df["meandepth"].sum() + df[["taxid", "abundance"]].to_csv( + output[0], sep="\t", header=False, index=False + ) + + +rule convert_to_biobox_format: + input: + os.path.join(dir.out.tax, "{sample}.tsv"), + output: + os.path.join(dir.out.tax, "{sample}_profile.txt"), + log: + os.path.join(dir.out.logs, "taxonkit", "profile2cami", "{sample}.log"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.sml.cpu + conda: + os.path.join(dir.env, "taxonkit.yml") + shell: + """ + taxonkit profile2cami -s {wildcards.sample} {input} > {output} + """ + + rule index_bams: input: os.path.join(dir.out.bam, "{sample}.bam"), @@ -137,7 +200,7 @@ rule compress_contig_fastqs: rule cat_contig_fastqs: input: - lambda wildcards: collect_contigs(wildcards, fastq_dir, "fq.gz"), + lambda wildcards: aggregate(wildcards, fastq_dir, "contig", "fq.gz"), output: temp(os.path.join(fastq_dir, "{sample}", "{fasta}{p}.fq.gz")) if PAIRED @@ -165,9 +228,9 @@ else: sample_fastq_out = temp(os.path.join(dir.out.cat, "{sample}.fq.gz")) -rule cat_sample_fastqs: +rule cat_fasta_fastqs: input: - lambda wildcards: collect_samples(wildcards, fastq_dir, "fq.gz"), + lambda wildcards: aggregate(wildcards, fastq_dir, "fasta", "fq.gz"), output: sample_fastq_out, resources: From e378cd7e707da8fe1b0770202802468b594533df Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Mar 2024 18:56:38 +0100 Subject: [PATCH 253/365] added table cash to fix pandas memory error --- mess/workflow/rules/preflight/functions.smk | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 863ee40..bda40f7 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -80,12 +80,18 @@ def list_fastas(wildcards): return expand(os.path.join(dir.out.fasta, "{fasta}.fasta"), fasta=fastas) +table_cache = {} + + def get_value(table, wildcards, value): - df = pd.read_csv( - table, - sep="\t", - index_col=["samplename", "fasta"], - ) + if table not in table_cache: + df = pd.read_csv( + table, + sep="\t", + index_col=["samplename", "fasta"], + ) + table_cache[table] = df + df = table_cache[table] val = df.loc[wildcards.sample].loc[wildcards.fasta][value] return val From 0facd20e129a9aef790614144a8a1d06cdedce77 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Mar 2024 18:57:34 +0100 Subject: [PATCH 254/365] added splash screen to help --- mess/__main__.py | 30 +++++++++++++----------------- 1 file changed, 13 insertions(+), 17 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index abb2ae3..ae0cb71 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -25,27 +25,24 @@ version = get_version() -def print_splash(): - click.echo( - """ - ___ ___ _____ _____ - | \/ | / ___/ ___| - | . . | ___\ `--.\ `--. - | |\/| |/ _ \`--. \`--. \\ - | | | | __/\__/ /\__/ / - \_| |_/\___\____/\____/ - """ - ) - - @click.group( - cls=OrderedCommands, context_settings=dict(help_option_names=["-h", "--help"]) + cls=OrderedCommands, + context_settings=dict(help_option_names=["-h", "--help"]), ) @click.version_option(version, "-v", "--version", is_flag=True) def cli(): """ - For more options, run: - mess command --help""" + \b + ___ ___ _____ _____ + | \/ | / ___/ ___| + | . . | ___\ `--.\ `--. + | |\/| |/ _ \`--. \`--. \\ + | | | | __/\__/ /\__/ / + \_| |_/\___\____/\____/ + + \b + For more options, run:mess command --help + """ pass @@ -461,7 +458,6 @@ def citation(**kwargs): def main(): - print_splash() cli() From 9890425fa8de56a227d618cb9deb10984d4b0652 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Mar 2024 18:58:21 +0100 Subject: [PATCH 255/365] customized material docs theme --- mkdocs.yml | 50 ++++++++++++++++++++++++++++++++++---------------- 1 file changed, 34 insertions(+), 16 deletions(-) diff --git a/mkdocs.yml b/mkdocs.yml index 6769370..b8645c7 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -1,27 +1,45 @@ site_name: MeSS -site_url: "https://github.com/metagenlab/MeSS" +repo_name: metagenlab/mess +repo_url: https://github.com/metagenlab/MeSS site_author: Farid Chaabane theme: name: material - highlightjs: true - hljs_languages: - - yaml - - bash - - shell - - python + palette: + # Palette toggle for light mode + - scheme: default + toggle: + icon: material/brightness-7 + name: Switch to dark mode + # Palette toggle for dark mode + - scheme: slate + toggle: + icon: material/brightness-4 + name: Switch to light mode + features: + - navigation.instant + - content.code.copy +markdown_extensions: + - admonition + - pymdownx.details + - pymdownx.superfences + - pymdownx.highlight: + anchor_linenums: true + line_spans: __span + pygments_lang_class: true + - pymdownx.inlinehilite + - pymdownx.snippets + - pymdownx.superfences nav: - - ABOUT: + - Home: - Overview: index.md - - Motivation: motivation.md + - Motivation: applications.md - Citation: citation.md - - RUNNING: + - Getting started: - Install: install.md + - Run: run.md - Input: input.md - - Usage: run.md - - Examples: examples.md - - OUTPUT: - Output: output.md - - APPLICATIONS: - - Applications: applications.md - - BENCHMARKING: + - Tutorials: + - Examples: examples.md + - Benchmarks: - Benchmarking: benchmarking.md From e296fa18484d5197d47471e960913a4044d8822d Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Mar 2024 18:58:48 +0100 Subject: [PATCH 256/365] updated docs requirements --- docs/requirements.txt | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index 6bc2fa0..a3d59f0 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,6 +1,7 @@ -Pygments -pymdown-extensions -jinja2 -Markdown -mkdocs-material +jinja2~=3.0 +markdown~=3.2 +mkdocs~=1.5.3 +mkdocs-material-extensions~=1.3 +pygments~=2.16 +pymdown-extensions~=10.2 From d18e8f0a84d873594f5d06071fc1e6b00cd35fa5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 15 Mar 2024 18:59:22 +0100 Subject: [PATCH 257/365] updated docs --- docs/applications.md | 10 +++++----- docs/motivation.md | 10 +++------- 2 files changed, 8 insertions(+), 12 deletions(-) diff --git a/docs/applications.md b/docs/applications.md index 6eba4b3..b0cd4b5 100644 --- a/docs/applications.md +++ b/docs/applications.md @@ -1,16 +1,16 @@ -## `MeSS` applications +## Why ? -You might want to use `MeSS` when : +## When ? -- Testing a sequencing run's detection limit: +- Testing sequencing's detection limit Let's say, for example, you have a stahpylococcus aureus that is present at roughly 0.01% abundance, and you want to know at which sequencing depth you can detect it. With `MeSS` you can easily make samples with mixes of genomes at different abundances and sequencing depths for a selected sequencing technology. -- Benchmarking taxonomic classifiers: +- Benchmarking taxonomic classifiers `MeSS` includes read simulators that generate gold standard bam files. This means that you know the origin of every simulated read, and thus know the true composition of the sample. This allows comparing the results of tools like [centrifuge](https://github.com/DaehwanKimLab/centrifuge) or [kraken2](https://github.com/DerrickWood/kraken2) against a ground truth dataset. -- Testing the impact of sequencing run parameters on genome assembly +- Testing the impact of sequencing technology on genome assembly Let's suppose that you have a bacterial isolate that you plan to sequence. However, you are not sure about which sequencing technology to use, at which depth, etc ... You can use `MeSS` to easily to generate reads at different depth, with different sequencing technologies and error profiles (ONT 10.4.1, PacBio hifi, illumina miseq...). Simulated reads can be assembled, and you an evaluate the impact of sequencing variables on your assembly. diff --git a/docs/motivation.md b/docs/motivation.md index c9a5073..0d222f7 100644 --- a/docs/motivation.md +++ b/docs/motivation.md @@ -6,11 +6,7 @@ The intrinsic complexity of the microbiota combined with technical variability r At the time, [`CAMISIM`](https://github.com/CAMI-challenge/CAMISIM) was slow and it's dependencies had to be installed by hand, so I decided to write my own tool ! -
-

Attention

-

- CAMISIM will have an upcoming faster version written in nextflow ! - Go check it out at CAMISIM -

+???+ warning -
+ CAMISIM will have an upcoming faster version written in nextflow ! + Go check it out at [`CAMISIM`](https://github.com/CAMI-challenge/CAMISIM) From 92314635afd88b2cfbce6e41973948a69c2ef285 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 28 Mar 2024 15:44:33 +0100 Subject: [PATCH 258/365] bumped version --- mess/mess.VERSION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/mess.VERSION b/mess/mess.VERSION index f477849..8adc70f 100644 --- a/mess/mess.VERSION +++ b/mess/mess.VERSION @@ -1 +1 @@ -0.2.2 \ No newline at end of file +0.8.0 \ No newline at end of file From 3be27d9ac598ac2421cce58902a98e9a7df0c75e Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 28 Mar 2024 15:45:25 +0100 Subject: [PATCH 259/365] updated to work with assembly_finder 0.6.0 --- mess/test_data/minimal_test.tsv | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/mess/test_data/minimal_test.tsv b/mess/test_data/minimal_test.tsv index 5445170..4895fd5 100644 --- a/mess/test_data/minimal_test.tsv +++ b/mess/test_data/minimal_test.tsv @@ -1,5 +1,5 @@ -entry cov_sim nb sample -staphylococcus_aureus 10 1 sample1 -pseudomonas_aeruginosa 10 1 sample1 -1813735 10 1 sample2 -114185 10 1 sample2 +taxon nb cov_sim sample +staphylococcus_aureus 1 10 sample1 +pseudomonas_aeruginosa 1 10 sample1 +1813735 1 10 sample2 +114185 1 10 sample2 From 524a2e11d806e246b28309a420f13c296a4da5c5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 28 Mar 2024 15:45:55 +0100 Subject: [PATCH 260/365] updated download options --- mess/util.py | 166 +++++++++++++++++++++++++-------------------------- 1 file changed, 83 insertions(+), 83 deletions(-) diff --git a/mess/util.py b/mess/util.py index f78aa20..44f11bb 100644 --- a/mess/util.py +++ b/mess/util.py @@ -1,5 +1,5 @@ import os -import click +import rich_click as click from snaketool_utils.cli_utils import echo_click @@ -107,35 +107,35 @@ def sim_options(func): options = [ click.option( "--skip-shuffle", - help="skip fastq shuffling", + help="Skip fastq shuffling", type=bool, default=False, required=False, ), click.option( - "--compressed", - help="if fastas are compressed", + "--gzip", + help="If fastas are gzipped", type=bool, default=True, required=False, ), click.option( "--tech", - help="sequencing technology", + help="Sequencing technology", type=click.Choice(["illumina", "pacbio", "nanopore"], case_sensitive=False), default="illumina", show_default=True, ), click.option( "--paired", - help="illumina reads pairing", + help="Illumina reads pairing", type=bool, default=True, show_default=True, ), click.option( "--tool", - help="choose simulator", + help="Which simulator to use", type=click.Choice( ["art", "pbsim3"], case_sensitive=False, @@ -145,7 +145,7 @@ def sim_options(func): ), click.option( "--error", - help="choose simulator error profile", + help="Simulator error profile", type=str, default=None, ), @@ -157,120 +157,120 @@ def sim_options(func): ), click.option( "--replicates", - help="number of replicates per sample", + help="Number of replicates per sample", type=int, default=1, show_default=True, ), click.option( "--rep-sd", - help="standard deviation between replicate coverages (0: no deviation)", + help="Standard deviation between replicate coverages (0: no deviation)", type=int, default=0, show_default=True, ), click.option( "--dist", - help="sample genome coverage values from a distribution", + help="Sample taxonomic abundances from a distribution", type=click.Choice(["none", "lognormal", "even"]), default="none", show_default=True, ), click.option( "--mu", - help="mu of lognormal dist", + help="Mu of lognormal dist", type=int, default=1, ), click.option( "--sigma", - help="sigma of lognormal dist", + help="Sigma of lognormal dist", type=int, default=0, ), click.option( "--bases", - help="per sample base counts (ignored when coverage is set)", + help="Per sample base counts (ignored when coverage is set)", type=str, default="1G", show_default=True, ), click.option( "--model", - help="pbsim3 sequencing error model", + help="PBSIM3 sequencing error model", type=str, default=None, ), click.option( "--ratio", - help="pbsim3 substitution, insertion and deletion ratio", + help="PBSIM3 substitution, insertion and deletion ratio", type=str, default="6:55:39", ), click.option( "--accuracy", - help="mean accuracy for long read sequencing", + help="Mean accuracy for long read sequencing", type=float, default=0.85, show_default=True, ), click.option( "--passes", - help="number of passes for pacbio multipass sequencing (2 or more for hifi)", + help="Nmber of passes for pacbio multipass sequencing (2 or more for hifi)", type=int, default=1, show_default=True, ), click.option( "--min-len", - help="minimum read length for long read sequencing", + help="Minimum read length for long read sequencing", type=int, default=100, show_default=True, ), click.option( "--max-len", - help="maximum read length for long read sequencing", + help="Maximum read length for long read sequencing", type=int, default=1000000, show_default=True, ), click.option( "--sd-len", - help="standard read length deviation for long read sequencing", + help="Standard read length deviation for long read sequencing", type=int, default=7000, show_default=True, ), click.option( "--mean-len", - help="mean read length for long and short read sequencing", + help="Mean read length for long and short read sequencing", type=int, ), click.option( "--frag-len", - help="Fragment length for paird short read sequencing", + help="Fragment length for paired short read sequencing", type=int, default=200, show_default=True, ), click.option( "--frag-sd", - help="Fragment length standard deviation for paird short read sequencing", + help="Fragment length standard deviation for paired short read sequencing", type=int, default=10, show_default=True, ), click.option( "--bam", - help="generate gold standard alignment bam files", + help="Generate gold standard bam files", type=bool, default=False, show_default=True, ), click.option( "--seed", - help="seed for pseudo random number generator", + help="Seed for pseudo random number generator", type=int, default=42, show_default=True, @@ -288,98 +288,98 @@ def download_options(func): """ options = [ click.option( - "--db", - type=click.Choice(["refseq", "genbank"], case_sensitive=False), - help="download from refseq or genbank", - default="refseq", - show_default=True, + "--limit", + help="Limit number of genomes per query", + type=str, + default="None", ), + click.option("--api-key", type=str, help="NCBI api-key", default=None), click.option( - "--uid", - help="are inputs UIDs or assembly names", - type=str, - default=False, + "--compressed", + type=bool, + help="Download compressed files", + default=True, show_default=True, ), click.option( - "--rc", + "--include", type=str, - help="select reference, representative or all", - default="all", + help="Comma seperated files to download : genome,rna,protein,cds,gff3,gtf,gbff,seq-report,none", + default="genome,seq-report", show_default=True, ), click.option( - "--al", - type=str, - help="select complete, chromosome, scaffold, contig or all", + "--source", + type=click.Choice(["refseq", "genbank", "all"], case_sensitive=False), + help="Download from refseq or genbank or both", default="all", show_default=True, ), click.option( - "--an", - type=click.Choice(["False", "True"]), - help="select assemblies with annotation", - default="False", + "--taxon/--accession", + help="Are queries taxa names or accession", + type=bool, + default=True, show_default=True, ), click.option( - "--rank", - help="taxonomic rank to filter by assemblies ", - default="none", - type=click.Choice( - [ - "superkingdom", - "phylum", - "class", - "order", - "family", - "genus", - "species", - "none", - ], - case_sensitive=False, - ), + "--reference", + type=bool, + help="Limit to reference and representative genomes", + default=False, show_default=True, ), click.option( - "--nr", - help="max number of genome by target rank (example: 1 per species)", - type=str, - default="none", + "--assembly-level", + help="Comma seperated list of assembly level: complete,chromosome,scaffold,contig", + default="None", show_default=True, ), click.option( - "--ete-db", - type=str, - default=os.path.join(os.environ["HOME"], ".etetoolkit"), - help="path where to save/find ete taxa.sqlite file", + "--annotated", + type=bool, + help="Select annotated genomes only", + default=False, show_default=True, ), click.option( - "--ncbi-key", help="NCBI key", type=str, required=False, default="none" - ), - click.option( - "--ncbi-email", help="NCBI email", type=str, required=False, default="none" + "--atypical", + type=bool, + help="Exclude atypical genomes", + default=True, + show_default=True, ), click.option( - "--nb", - help="number of assemblies per entry", - type=str, + "--mag", + type=click.Choice(["exclude", "all", "only"], case_sensitive=False), + help="Exclude, include or limit to metagenome assembled genomes", default="all", show_default=True, ), click.option( - "--suffixes", - type=str, - help="suffix of files to download from NCBI's ftp", - default="assembly_report.txt,genomic.fna.gz", + "--rank", + help="taxonomic rank to filter by assemblies ", + default="None", + type=click.Choice( + [ + "superkingdom", + "phylum", + "class", + "order", + "family", + "genus", + "species", + "None", + ], + case_sensitive=False, + ), show_default=True, ), click.option( - "--exclude", + "--nrank", + help="Number of genomes per taxonomic rank", type=str, - help="filter to exclude assemblies (example: exclude from metagenomes)", - default="anomalous", + default="None", show_default=True, ), ] From 790f96549416b278c34caae77440ff838a05fa96 Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 28 Mar 2024 15:46:41 +0100 Subject: [PATCH 261/365] updated install requirements to include rich-click --- setup.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/setup.py b/setup.py index c88fd2e..05ac8bf 100644 --- a/setup.py +++ b/setup.py @@ -52,11 +52,12 @@ def get_data_files(): data_files=get_data_files(), py_modules=["mess"], install_requires=[ + "snakemake>=7.32.4,<8", + "pulp<2.8", "snaketool-utils>=0.0.4", - "snakemake>=7.32.4", "attrmap>=0.0.5", "pyyaml>=6.0", - "Click>=8.1.3", + "rich-click>=1.7.4", ], entry_points={"console_scripts": ["mess=mess.__main__:main"]}, include_package_data=True, From c46ed99795c2d35f4e619250fc75fcf6c4df52ae Mon Sep 17 00:00:00 2001 From: farchaab Date: Thu, 28 Mar 2024 15:47:34 +0100 Subject: [PATCH 262/365] Added rich-click option and command groups --- mess/__main__.py | 243 ++++++++++++++++++++++++++++++++++++++++------- 1 file changed, 207 insertions(+), 36 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index ae0cb71..64772b8 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -6,9 +6,10 @@ """ import os -import click +import rich_click as click + + from snaketool_utils.cli_utils import ( - OrderedCommands, run_snakemake, copy_config, ) @@ -21,12 +22,177 @@ sim_options, ) +click.rich_click.STYLE_COMMANDS_TABLE_COLUMN_WIDTH_RATIO = (1, 2) +click.rich_click.SHOW_METAVARS_COLUMN = False +click.rich_click.APPEND_METAVARS_HELP = True + +mess_common_options = ( + { + "name": "Common options", + "options": ["--input", "--output", "--threads", "--help"], + }, +) +mess_download_options = ( + { + "name": "Download options", + "options": [ + "--api-key", + "--limit", + "--compressed", + "--include", + "--source", + "--taxon", + "--reference", + "--assembly-level", + "--annotated", + "--atypical", + "--mag", + "--rank", + "--nrank", + ], + }, +) +mess_simulate_options = ( + { + "name": "Simulators options", + "options": [ + "--gzip", + "--tech", + "--bases", + "--tool", + "--error", + "--mean-len", + "--bam", + "--seed", + ], + }, + { + "name": "ART illumina options", + "options": ["--custom-err", "--paired", "--frag-len", "--frag-sd"], + }, + { + "name": "PBSIM3 options", + "options": [ + "--model", + "--ratio", + "--accuracy", + "--passes", + "--min-len", + "--max-len", + "--sd-len", + ], + }, + { + "name": "Replicates options", + "options": [ + "--replicates", + "--rep-sd", + ], + }, + { + "name": "Abundance distribution options", + "options": [ + "--dist", + "--mu", + "--sigma", + ], + }, +) +mess_local_sim_options = ( + { + "name": "Mess simulate options", + "options": ["--asm-summary", "--skip-fa-proc"], + }, +) + +skip_options = ( + { + "name": "Skip options", + "options": [ + "--skip-shuffle", + ], + }, +) + +snakemake_options = ( + { + "name": "Snakemake options", + "options": [ + "--configfile", + "--threads", + "--profile", + "--use-conda", + "--conda-prefix", + "--snake-default", + ], + }, +) + +mess_run = [ + options + for options in mess_common_options + + mess_download_options + + mess_simulate_options + + skip_options + + snakemake_options +] + +mess_download = [ + options + for options in mess_common_options + mess_download_options + snakemake_options +] + +mess_simulate = [ + options + for options in mess_common_options + + mess_local_sim_options + + mess_simulate_options + + skip_options + + snakemake_options +] + + +click.rich_click.OPTION_GROUPS = { + "mess": [ + { + "name": "Help", + "options": ["--help", "--version"], + } + ], + "mess run": mess_run, + "mess download": mess_download, + "mess simulate": mess_simulate, + "mess hmp-template": [ + {"name": "Hmp-template options", "options": ["--site", "--sample"]} + ], +} + +click.rich_click.COMMAND_GROUPS = { + "mess": [ + { + "name": "Main usage", + "commands": ["run", "download", "simulate", "hmp-template"], + }, + { + "name": "Config/Test", + "commands": [ + "config", + "test", + ], + }, + { + "name": "Cite", + "commands": [ + "citation", + ], + }, + ] +} version = get_version() @click.group( - cls=OrderedCommands, context_settings=dict(help_option_names=["-h", "--help"]), ) @click.version_option(version, "-v", "--version", is_flag=True) @@ -39,9 +205,10 @@ def cli(): | |\/| |/ _ \`--. \`--. \\ | | | | __/\__/ /\__/ / \_| |_/\___\____/\____/ - \b - For more options, run:mess command --help + For more options: + + mess [command] --help """ pass @@ -150,7 +317,7 @@ def run( seed, **kwargs, ): - """Run MeSS""" + """Run MeSS workflow: download and simulate commands""" # Config to add or update in configfile merge_config = { "args": { @@ -217,39 +384,42 @@ def download( input, output, log, - ncbi_email, - ncbi_key, - db, - uid, - rc, - al, - an, + limit, + api_key, + compressed, + include, + source, + taxon, + reference, + assembly_level, + annotated, + atypical, + mag, rank, - nr, - ete_db, - nb, - exclude, + nrank, **kwargs, ): - """Download assemblies""" + """Download genomes""" + [print(arg) for arg in kwargs] # Config to add or update in configfile merge_config = { "args": { "input": input, "output": output, "log": log, - "ncbi_email": ncbi_email, - "ncbi_key": ncbi_key, - "db": db, - "uid": uid, - "rc": rc, - "al": al, - "an": an, + "limit": limit, + "api_key": api_key, + "compressed": compressed, + "include": include, + "source": source, + "taxon": taxon, + "reference": reference, + "assembly_level": assembly_level, + "annotated": annotated, + "atypical": atypical, + "mag": mag, "rank": rank, - "nr": nr, - "ete_db": ete_db, - "nb": nb, - "exclude": exclude, + "nrank": nrank, } } run_snakemake( @@ -269,6 +439,12 @@ def download( ) @click.option("-i", "--input", help="path to sample sheet(s)", type=str, required=True) @sim_options +@click.option( + "--asm-summary", + help="Path to assembly summary table (contains taxid, genome_size, path to fasta)", + type=str, + required=True, +) @click.option( "--skip-fa-proc", help="skip fasta processing (decompressing, renaming headers, merge/split contigs)", @@ -276,12 +452,6 @@ def download( default=False, required=False, ) -@click.option( - "--asm-summary", - help="path to assembly summary table (contains taxid, genome_size, path to fasta)", - type=str, - required=True, -) @common_options def simulate( input, @@ -316,6 +486,7 @@ def simulate( seed, **kwargs, ): + """Simulate reads from local genomes""" if tech != "illumina" and error: if tech == "pacbio": ratio = "22:45:33" @@ -408,7 +579,7 @@ def test(**kwargs): ) @click.option( "--site", - help="choose microbiome site", + help="Choose microbiome site", type=click.Choice(["gut", "buccal_mucosa", "vagina", "throat"]), required=True, default="gut", From 5c3ef0cead48f7bbde91a91bf9914ebfee4c4586 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 11:50:39 +0200 Subject: [PATCH 263/365] updated env --- env.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/env.yml b/env.yml index d133bda..5419d4a 100644 --- a/env.yml +++ b/env.yml @@ -4,10 +4,9 @@ channels: - bioconda - defaults dependencies: - - assembly_finder >=0.4.1 + - assembly_finder >=0.6.1 - art >=2016.06.05 - bioconvert >=0.4.3 - - krona >=2.8 - pbsim3 >= 3.0.1 - pbccs >= 6.4.0 - seqkit >= 0.16.0 From cef22e5e2a3be7ba891df3d43ed7667d847f4682 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 11:51:26 +0200 Subject: [PATCH 264/365] fixed rank and nrank options --- mess/util.py | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/mess/util.py b/mess/util.py index 44f11bb..397edd6 100644 --- a/mess/util.py +++ b/mess/util.py @@ -101,7 +101,7 @@ def common_options(func): def sim_options(func): - """Reads simulation command line args + """Read simulation command line args include simulate args with the sim_options decorator. """ options = [ @@ -290,8 +290,8 @@ def download_options(func): click.option( "--limit", help="Limit number of genomes per query", - type=str, - default="None", + type=int, + default=None, ), click.option("--api-key", type=str, help="NCBI api-key", default=None), click.option( @@ -332,7 +332,7 @@ def download_options(func): click.option( "--assembly-level", help="Comma seperated list of assembly level: complete,chromosome,scaffold,contig", - default="None", + default=None, show_default=True, ), click.option( @@ -359,7 +359,7 @@ def download_options(func): click.option( "--rank", help="taxonomic rank to filter by assemblies ", - default="None", + default=None, type=click.Choice( [ "superkingdom", @@ -369,7 +369,6 @@ def download_options(func): "family", "genus", "species", - "None", ], case_sensitive=False, ), @@ -378,8 +377,8 @@ def download_options(func): click.option( "--nrank", help="Number of genomes per taxonomic rank", - type=str, - default="None", + type=int, + default=None, show_default=True, ), ] From cf401e0cb264a07dc060c2c720933b50f5e67ded Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 11:52:00 +0200 Subject: [PATCH 265/365] changed to updated assembly_finder options --- mess/workflow/download.smk | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/mess/workflow/download.smk b/mess/workflow/download.smk index 7325aad..0e625ef 100644 --- a/mess/workflow/download.smk +++ b/mess/workflow/download.smk @@ -35,18 +35,19 @@ INPUT = os.path.abspath(str(config.args.input)) OUTPUT = config.args.output LOG = os.path.join(OUTPUT, "mess.log") THREADS = config.args.threads -NCBI_EMAIL = config.args.ncbi_email -NCBI_KEY = config.args.ncbi_key -DB = config.args.db -UID = config.args.uid -ASM_LVL = config.args.al -REF_CAT = config.args.rc -ANNOT = config.args.an +API_KEY = config.args.api_key +LIMIT = config.args.limit +COMPRESSED = config.args.compressed +SOURCE = config.args.source +INCLUDE = config.args.include +TAXON = config.args.taxon +REFERENCE = config.args.reference +ASM_LVL = config.args.assembly_level +ANNOTATED = config.args.annotated +ATYPICAL = config.args.atypical +MAG = config.args.mag RANK = config.args.rank -NB_RANK = config.args.nr -ETE_DB = config.args.ete_db -NB = config.args.nb -EXCLUDE = config.args.exclude +NRANK = config.args.nrank # functions From b67bbcd8e050e51471624292ef2855c2c7e98765 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 11:52:11 +0200 Subject: [PATCH 266/365] bumped version --- mess/workflow/envs/assembly_finder.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/envs/assembly_finder.yml b/mess/workflow/envs/assembly_finder.yml index 6507f54..5a34aac 100644 --- a/mess/workflow/envs/assembly_finder.yml +++ b/mess/workflow/envs/assembly_finder.yml @@ -2,4 +2,4 @@ name: assembly_finder channels: - bioconda dependencies: - - assembly_finder >= 0.4.1 + - assembly_finder >= 0.6.1 From 6b9c2d308db2ac3a4573fea4f607c8e4e19218f3 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 11:52:37 +0200 Subject: [PATCH 267/365] updated assembly finder rule to newest version --- .../rules/download/assembly_finder.smk | 86 +++++++++++-------- 1 file changed, 51 insertions(+), 35 deletions(-) diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index 8d7c96f..e9fa31d 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -4,43 +4,63 @@ rule get_unique_entries: output: temp(os.path.join(dir.out.base, "uniq_entries.tsv")), params: - nb=NB, + nb=LIMIT, + taxon=TAXON, run: df = pd.read_csv(input[0], sep="\t") - try: - df[["entry", "nb"]].drop_duplicates().to_csv( + if params.taxon: + if "nb" not in df.columns: + df["nb"] = [params.nb] * len(df) + df[["taxon", "nb"]].drop_duplicates().to_csv( output[0], sep="\t", index=None ) - except KeyError: - df["nb"] = [params.nb] * len(df) - df[["entry", "nb"]].drop_duplicates().to_csv( - output[0], sep="\t", index=None + else: + df[["accession"]].drop_duplicates().to_csv( + output[0], sep="\t", index=None, header=False ) +af_args = "" +if TAXON: + af_args += "--taxon " +else: + af_args = "--accession " + +if LIMIT: + af_args += f"--limit {LIMIT} " + +if RANK and NRANK: + af_args = f"--rank {RANK} --nrank {NRANK}" + +if ASM_LVL: + af_args = f"--assembly-level {ASM_LVL} " + +if API_KEY: + af_args += f"--api-key {API_KEY} " + + checkpoint download_assemblies: input: os.path.join(dir.out.base, "uniq_entries.tsv"), output: - asm=os.path.join(dir.out.base, "download/assembly_summary.tsv"), + asm=os.path.join(dir.out.base, "assembly_finder/assembly_summary.tsv"), + seq=os.path.join(dir.out.base, "assembly_finder/sequence_report.tsv"), + tax=os.path.join(dir.out.base, "assembly_finder/taxonomy.tsv"), version=os.path.join(dir.out.versions, "assembly_finder.version"), params: - ncbi_key=NCBI_KEY, - ncbi_email=NCBI_EMAIL, - db=DB, - uid=UID, - alvl=ASM_LVL, - refc=REF_CAT, - annot=ANNOT, - excl=EXCLUDE, - rank=RANK, - nr=NB_RANK, - ete=ETE_DB, - out=os.path.join(dir.out.base, "download"), + args=af_args, + comp=COMPRESSED, + source=SOURCE, + incl=INCLUDE, + ref=REFERENCE, + annot=ANNOTATED, + atyp=ATYPICAL, + mag=MAG, + out=os.path.join(dir.out.base, "assembly_finder"), benchmark: - os.path.join(dir.out.bench, "download", "download.txt") + os.path.join(dir.out.bench, "assembly_finder", "download.txt") log: - os.path.join(dir.out.logs, "download", "download.log"), + os.path.join(dir.out.logs, "assembly_finder", "download.log"), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", @@ -53,18 +73,14 @@ checkpoint download_assemblies: assembly_finder \\ -i {input} \\ -t {threads} \\ - -nk {params.ncbi_key} \\ - -ne {params.ncbi_email} \\ - -db {params.db} \\ - -id {params.uid} \\ - -al {params.alvl} \\ - -rc {params.refc} \\ - -an {params.annot} \\ - -ex {params.excl} \\ - -r {params.rank} \\ - -nr {params.nr} \\ - -et {params.ete} \\ - -o {params.out} \\ - --nolock 2> {log} + {params.args} \\ + --compressed {params.comp} \\ + --include {params.incl} \\ + --source {params.source} \\ + --reference {params.ref} \\ + --annotated {params.annot} \\ + --atypical {params.atyp} \\ + --mag {params.mag} \\ + -o {params.out} 2> {log} assembly_finder -v > {output.version} """ From 6f303e6f75a0c763ab0fa890cb63d12d4f7908ce Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 11:55:17 +0200 Subject: [PATCH 268/365] updated download targets --- mess/workflow/rules/preflight/targets_download.smk | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/preflight/targets_download.smk b/mess/workflow/rules/preflight/targets_download.smk index 2be042d..3b5d658 100644 --- a/mess/workflow/rules/preflight/targets_download.smk +++ b/mess/workflow/rules/preflight/targets_download.smk @@ -12,6 +12,8 @@ def list_assembly_downloads(wildcards): TargetDownloads = [ - os.path.join(dir.out.base, "download/assembly_summary.tsv"), + os.path.join(dir.out.base, "assembly_finder/assembly_summary.tsv"), + os.path.join(dir.out.base, "assembly_finder/sequence_report.tsv"), + os.path.join(dir.out.base, "assembly_finder/taxonomy.tsv"), list_assembly_downloads, ] From 99ea3b9274bf4206e36bab897b8fbd8eb737b5ab Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:19:43 +0200 Subject: [PATCH 269/365] bumped assembly_finder version --- env.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/env.yml b/env.yml index 5419d4a..df4da83 100644 --- a/env.yml +++ b/env.yml @@ -4,7 +4,7 @@ channels: - bioconda - defaults dependencies: - - assembly_finder >=0.6.1 + - assembly_finder >=0.6.2 - art >=2016.06.05 - bioconvert >=0.4.3 - pbsim3 >= 3.0.1 From aaf017328165b646bc5f90047f8afea03ee201ab Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:19:57 +0200 Subject: [PATCH 270/365] removed skip fasta processing --- mess/__main__.py | 13 ++----------- 1 file changed, 2 insertions(+), 11 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 64772b8..f1a1d6e 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -101,7 +101,7 @@ mess_local_sim_options = ( { "name": "Mess simulate options", - "options": ["--asm-summary", "--skip-fa-proc"], + "options": ["--asm-summary"], }, ) @@ -441,23 +441,15 @@ def download( @sim_options @click.option( "--asm-summary", - help="Path to assembly summary table (contains taxid, genome_size, path to fasta)", + help="Path to assembly summary table (contains tax_id, genome_size, path to fasta)", type=str, required=True, ) -@click.option( - "--skip-fa-proc", - help="skip fasta processing (decompressing, renaming headers, merge/split contigs)", - type=bool, - default=False, - required=False, -) @common_options def simulate( input, output, log, - skip_fa_proc, skip_shuffle, compressed, asm_summary, @@ -511,7 +503,6 @@ def simulate( "input": input, "output": output, "log": log, - "skip_fa_proc": skip_fa_proc, "skip_shuffle": skip_shuffle, "compressed": compressed, "tech": tech, From b6de90b7f7e31e906afd269b6f5eeb9b1051f40b Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:20:33 +0200 Subject: [PATCH 271/365] changed error and mean_len defaults --- mess/util.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/util.py b/mess/util.py index 397edd6..2d9c2ec 100644 --- a/mess/util.py +++ b/mess/util.py @@ -147,7 +147,7 @@ def sim_options(func): "--error", help="Simulator error profile", type=str, - default=None, + default="HS25", ), click.option( "--custom-err", @@ -246,6 +246,7 @@ def sim_options(func): "--mean-len", help="Mean read length for long and short read sequencing", type=int, + default=150, ), click.option( "--frag-len", From e48a9a15605f9d35e5e78dbdeaec27ff66e0a2c2 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:20:44 +0200 Subject: [PATCH 272/365] reduced minimal test --- mess/test_data/minimal_test.tsv | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/mess/test_data/minimal_test.tsv b/mess/test_data/minimal_test.tsv index 4895fd5..35dfc32 100644 --- a/mess/test_data/minimal_test.tsv +++ b/mess/test_data/minimal_test.tsv @@ -1,5 +1,3 @@ taxon nb cov_sim sample staphylococcus_aureus 1 10 sample1 -pseudomonas_aeruginosa 1 10 sample1 -1813735 1 10 sample2 -114185 1 10 sample2 +1290 1 10 sample2 From 9964e5f32ea8a40a4df84218450a18dee38b09b0 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:21:14 +0200 Subject: [PATCH 273/365] removed wildcards constraints and skip fasta processing --- mess/workflow/simulate.smk | 14 +++----------- 1 file changed, 3 insertions(+), 11 deletions(-) diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 533b212..1645721 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -11,13 +11,6 @@ configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") config = ap.AttrMap(config) -wildcard_constraints: - sample="[^/]+", - fasta="[^/]+", - contig="[^/]+", - p="[1-2]+", - - # functions include: os.path.join("rules", "preflight", "functions.smk") # directories @@ -63,11 +56,10 @@ include: os.path.join("rules", "processing", "coverages.smk") # process fasta options -COMPRESSED = config.args.compressed -SKIP_FA_PROC = config.args.skip_fa_proc -if not SKIP_FA_PROC: +GZIP = config.args.gzip + - include: os.path.join("rules", "processing", "fastas.smk") +include: os.path.join("rules", "processing", "fastas.smk") # simulators options From c13ea735f5c29cfa5ca539cca599463f8110f4f6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:22:03 +0200 Subject: [PATCH 274/365] updated assembly_finder options and removed constraints and skip fasta processing --- mess/workflow/Snakefile | 37 ++++++++++++++++--------------------- 1 file changed, 16 insertions(+), 21 deletions(-) diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index c673bb1..c115f42 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -36,12 +36,6 @@ include: os.path.join("rules", "preflight", "functions.smk") include: os.path.join("rules", "preflight", "directories.smk") -wildcard_constraints: - sample="[^/]+", - fasta="[^/]+", - contig="[^/]+", - - # common options INPUT = os.path.abspath(str(config.args.input)) OUTPUT = config.args.output @@ -49,18 +43,19 @@ LOG = os.path.join(OUTPUT, "mess.log") THREADS = config.args.threads # download options -NCBI_EMAIL = config.args.ncbi_email -NCBI_KEY = config.args.ncbi_key -DB = config.args.db -UID = config.args.uid -ASM_LVL = config.args.al -REF_CAT = config.args.rc -ANNOT = config.args.an +API_KEY = config.args.api_key +LIMIT = config.args.limit +COMPRESSED = config.args.compressed +SOURCE = config.args.source +INCLUDE = config.args.include +TAXON = config.args.taxon +REFERENCE = config.args.reference +ASM_LVL = config.args.assembly_level +ANNOTATED = config.args.annotated +ATYPICAL = config.args.atypical +MAG = config.args.mag RANK = config.args.rank -NB_RANK = config.args.nr -ETE_DB = config.args.ete_db -NB = config.args.nb -EXCLUDE = config.args.exclude +NRANK = config.args.nrank # samples and replicates options REPLICATES = list(range(1, config.args.replicates + 1)) @@ -97,11 +92,11 @@ include: os.path.join("rules", "processing", "coverages.smk") # process fasta options -COMPRESSED = config.args.compressed -SKIP_FA_PROC = config.args.skip_fa_proc -if not SKIP_FA_PROC: +GZIP = config.args.gzip + - include: os.path.join("rules", "processing", "fastas.smk") +# fasta processing rules +include: os.path.join("rules", "processing", "fastas.smk") # simulators options From b94f955da6d286225ce318e95e26e2826378e5d5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:22:10 +0200 Subject: [PATCH 275/365] bumped version --- mess/workflow/envs/assembly_finder.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/envs/assembly_finder.yml b/mess/workflow/envs/assembly_finder.yml index 5a34aac..9e7f403 100644 --- a/mess/workflow/envs/assembly_finder.yml +++ b/mess/workflow/envs/assembly_finder.yml @@ -2,4 +2,4 @@ name: assembly_finder channels: - bioconda dependencies: - - assembly_finder >= 0.6.1 + - assembly_finder >= 0.6.2 From 9f7aca550629a90e9304432d45c22817d64725bd Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:22:39 +0200 Subject: [PATCH 276/365] changed fasta_input --- mess/workflow/rules/preflight/functions.smk | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index bda40f7..5016daa 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -61,16 +61,16 @@ def parse_samples(indir, replicates): return [prod[0] + "-" + str(prod[1]) for prod in products] +fasta_cache = {} + + def fasta_input(wildcards): table = checkpoints.calculate_coverage.get(**wildcards).output[0] - df = pd.read_csv(table, sep="\t") - basedir = os.path.dirname(df["path"][0]) - if COMPRESSED: - return os.path.join(basedir, "{fasta}.fna.gz") - elif COMPRESSED == False: - return os.path.join(basedir, "{fasta}.fna") - if SKIP_FA_PROC: - return os.path.join(basedir, "{fasta}", "{contig}.fna") + if table not in fasta_cache: + df = pd.read_csv(table, sep="\t", index_col="fasta") + fasta_cache[table] = df + df = fasta_cache[table] + return df.loc[wildcards.fasta]["path"] def list_fastas(wildcards): From bb33b58c4971e9bc39dea3e1ab9bf2f32c2e3dc1 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:22:59 +0200 Subject: [PATCH 277/365] updated target downloads --- mess/workflow/rules/preflight/targets_download.smk | 9 --------- 1 file changed, 9 deletions(-) diff --git a/mess/workflow/rules/preflight/targets_download.smk b/mess/workflow/rules/preflight/targets_download.smk index 3b5d658..e96da8c 100644 --- a/mess/workflow/rules/preflight/targets_download.smk +++ b/mess/workflow/rules/preflight/targets_download.smk @@ -3,17 +3,8 @@ All target download files are declared here """ -def list_assembly_downloads(wildcards): - return list( - pd.read_csv( - checkpoints.download_assemblies.get(**wildcards).output[0], sep="\t" - )["path"] - ) - - TargetDownloads = [ os.path.join(dir.out.base, "assembly_finder/assembly_summary.tsv"), os.path.join(dir.out.base, "assembly_finder/sequence_report.tsv"), os.path.join(dir.out.base, "assembly_finder/taxonomy.tsv"), - list_assembly_downloads, ] From 03627a7d94983618eb634f43471ed8993bd3b7ec Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:23:19 +0200 Subject: [PATCH 278/365] updated targets simulate --- mess/workflow/rules/preflight/targets_simulate.smk | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index 63f4c01..76b9f26 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -4,7 +4,6 @@ All simulated reads are declared here TargetSimreads = [ - os.path.join(dir.out.base, "cov.tsv"), - os.path.join(dir.out.base, "split"), + os.path.join(dir.out.base, "split.tsv"), list_reads, ] From 95ca9fdf31e7564b60ed42354c04766a0acce370 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:23:42 +0200 Subject: [PATCH 279/365] changed compressed to gzip --- mess/workflow/rules/processing/fastas.smk | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index 8349c56..c8c91a3 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -1,4 +1,4 @@ -if COMPRESSED: +if GZIP: rule unzip_fasta: input: @@ -15,7 +15,7 @@ if COMPRESSED: rule rename_headers: input: - os.path.join(dir.out.fasta, "{fasta}.fna") if COMPRESSED else fasta_input, + os.path.join(dir.out.fasta, "{fasta}.fna") if GZIP else fasta_input, output: temp(os.path.join(dir.out.fasta, "{fasta}.fasta")), resources: From b90f86e550988234a7d06912cbdc5d20cc1c8fd1 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:33:16 +0200 Subject: [PATCH 280/365] changed taxid to tax_id --- mess/workflow/rules/processing/reads.smk | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index d3825b6..8214d4a 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -135,9 +135,9 @@ rule get_tax_profile: cov_df = pd.read_csv(input.cov, sep="\t") cov_df.rename(columns={"#rname": "contig"}, inplace=True) merge_df = tax_df.merge(cov_df) - df = merge_df.groupby("taxid")["meandepth"].mean().reset_index() + df = merge_df.groupby("tax_id")["meandepth"].mean().reset_index() df["abundance"] = df["meandepth"] / df["meandepth"].sum() - df[["taxid", "abundance"]].to_csv( + df[["tax_id", "abundance"]].to_csv( output[0], sep="\t", header=False, index=False ) @@ -200,7 +200,7 @@ rule compress_contig_fastqs: rule cat_contig_fastqs: input: - lambda wildcards: aggregate(wildcards, fastq_dir, "contig", "fq.gz"), + fq=lambda wildcards: aggregate(wildcards, fastq_dir, "contig", "fq.gz"), output: temp(os.path.join(fastq_dir, "{sample}", "{fasta}{p}.fq.gz")) if PAIRED @@ -211,7 +211,7 @@ rule cat_contig_fastqs: time=config.resources.norm.time, shell: """ - cat {input} > {output} + cat {input.fq} > {output} """ From 02b5e60189fb97a3c031b3d58b6bd7fab417d3a6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:33:32 +0200 Subject: [PATCH 281/365] removed skip_fa_proc --- mess/workflow/rules/simulate/long_reads.smk | 2 -- mess/workflow/rules/simulate/short_reads.smk | 2 -- 2 files changed, 4 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index 7bd54f3..4bf25ed 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,6 +1,4 @@ fa = os.path.join(dir.out.base, "split", "{fasta}", "{contig}.fa") -if SKIP_FA_PROC: - fa = fasta_input rule pbsim3: diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 425283a..aa3a360 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -35,8 +35,6 @@ if not PAIRED: fastq_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}.fq")) fa = os.path.join(dir.out.base, "split", "{fasta}", "{contig}.fa") -if SKIP_FA_PROC: - fa = fasta_input rule art_illumina: From dc40d82d3818ca14b45e2338755ab5bc06fbb915 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:33:56 +0200 Subject: [PATCH 282/365] updated with new assembly_summary headers --- mess/workflow/scripts/calculate_cov.py | 39 +++++++++++++++----------- 1 file changed, 22 insertions(+), 17 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 03cff9c..94bb71c 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -14,7 +14,7 @@ def get_lognormal_dist(df, mu, sigma): function for simulating lognormal sequence distribution """ df["lognormal"] = np.random.lognormal(mean=mu, sigma=sigma, size=len(df)) - df["proportion"] = df["lognormal"] / df["lognormal"].sum() + df["abundance"] = df["lognormal"] / df["lognormal"].sum() return df @@ -59,9 +59,11 @@ def get_even_dist(df, cols): # Calculate prportion with dist if snakemake.params.dist == "even": - df = get_even_dist(df, ["taxid"]) - df["sum_genome_size"] = df.groupby("samplename")["genome_size"].transform("sum") - df["sum_cov"] = bases / df["sum_genome_size"] + df = get_even_dist(df, ["tax_id"]) + df["sum_seq_length"] = df.groupby("samplename")["total_sequence_length"].transform( + "sum" + ) + df["sum_cov"] = bases / df["sum_seq_length"] df["cov_sim"] = df["sum_cov"] * df["abundance"] @@ -69,7 +71,7 @@ def get_even_dist(df, cols): df = get_lognormal_dist(df, snakemake.params.mu, snakemake.params.sigma) df["bases"] = df["proportion"] * bases df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["cov_sim"] = df["bases"] / df["genome_size"] + df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") @@ -77,10 +79,12 @@ def get_even_dist(df, cols): df["proportion"] = df["bases"] / df["sum_bases"] else: if "abundance" in entry_df.columns: - df["sum_genome_size"] = df.groupby("samplename")["genome_size"].transform("sum") - df["sum_cov"] = bases / df["sum_genome_size"] + df["sum_seq_length"] = df.groupby("samplename")[ + "total_sequence_length" + ].transform("sum") + df["sum_cov"] = bases / df["sum_seq_length"] df["cov_sim"] = df["sum_cov"] * df["abundance"] - df["bases"] = df["cov_sim"] * df["genome_size"] + df["bases"] = df["cov_sim"] * df["total_sequence_length"] df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["proportion"] = df["bases"] / df["sum_bases"] df["reads"] = df["bases"] / (snakemake.params.read_len * p) @@ -88,7 +92,7 @@ def get_even_dist(df, cols): if "proportion" in entry_df.columns: df["bases"] = df["proportion"] * bases df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["cov_sim"] = df["bases"] / df["genome_size"] + df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] @@ -96,7 +100,7 @@ def get_even_dist(df, cols): df["bases"] = df["reads"] * (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["proportion"] = df["bases"] / df["sum_bases"] - df["cov_sim"] = df["bases"] / df["genome_size"] + df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] @@ -104,14 +108,14 @@ def get_even_dist(df, cols): df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["proportion"] = df["bases"] / df["sum_bases"] - df["cov_sim"] = df["bases"] / df["genome_size"] + df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] elif "cov_sim" in entry_df.columns: df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") df["abundance"] = df["cov_sim"] / df["sum_cov"] - df["bases"] = df["cov_sim"] * df["genome_size"] + df["bases"] = df["cov_sim"] * df["total_sequence_length"] df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["proportion"] = df["bases"] / df["sum_bases"] @@ -122,12 +126,11 @@ def get_even_dist(df, cols): cols = [ "samplename", - "entry", "fasta", "path", - "taxid", - "genome_size", - "contig_count", + "tax_id", + "total_sequence_length", + "number_of_contigs", "reads", "bases", "proportion", @@ -135,7 +138,9 @@ def get_even_dist(df, cols): "abundance", "seed", ] -df = df.astype({"seed": int, "taxid": int, "genome_size": int, "contig_count": int}) +df = df.astype( + {"seed": int, "tax_id": int, "total_sequence_length": int, "number_of_contigs": int} +) df = df[df["fasta"] != "nan"] df.to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From 9b0c72557b6de4a2c81429b900149b1d1e8b108e Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 2 Apr 2024 16:34:06 +0200 Subject: [PATCH 283/365] updated headers --- mess/workflow/scripts/split_contigs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/scripts/split_contigs.py b/mess/workflow/scripts/split_contigs.py index e14781b..cce147e 100644 --- a/mess/workflow/scripts/split_contigs.py +++ b/mess/workflow/scripts/split_contigs.py @@ -26,4 +26,4 @@ def split_fasta(fa, outdir): contig_df = pd.DataFrame.from_records(id2fa) df = pd.merge(contig_df, cov_df, how="left", on="fasta") df.to_csv(snakemake.log[0], sep="\t", index=None) -df[["fasta", "contig", "taxid"]].to_csv(snakemake.output.tsv, sep="\t", index=None) +df[["fasta", "contig", "tax_id"]].to_csv(snakemake.output.tsv, sep="\t", index=None) From 0b86793d2d20239dd04fd8a5a58caebfcae26ff9 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 5 Apr 2024 10:09:27 +0200 Subject: [PATCH 284/365] updated gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 2e55698..656ed20 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,3 @@ mess.egg-info/ mess/__pycache__ +build/ \ No newline at end of file From 175927a6902f4f1993c8a667e4830567fd8c5620 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 5 Apr 2024 10:10:07 +0200 Subject: [PATCH 285/365] simplified merge_config --- mess/__main__.py | 219 +++++------------------------------------------ 1 file changed, 21 insertions(+), 198 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index f1a1d6e..eb69064 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -277,90 +277,11 @@ def cli(): @common_options @sim_options def run( - input, - output, - log, - ncbi_email, - ncbi_key, - db, - uid, - rc, - al, - an, - rank, - nr, - ete_db, - nb, - exclude, - tech, - tool, - error, - custom_err, - replicates, - rep_sd, - dist, - mu, - sigma, - bases, - model, - ratio, - accuracy, - passes, - min_len, - max_len, - mean_len, - sd_len, - frag_len, - frag_sd, - bam, - paired, - seed, **kwargs, ): """Run MeSS workflow: download and simulate commands""" # Config to add or update in configfile - merge_config = { - "args": { - "input": input, - "output": output, - "log": log, - "ncbi_email": ncbi_email, - "ncbi_key": ncbi_key, - "db": db, - "uid": uid, - "rc": rc, - "al": al, - "an": an, - "rank": rank, - "nr": nr, - "ete_db": ete_db, - "nb": nb, - "exclude": exclude, - "tech": tech, - "tool": tool, - "error": error, - "custom_err": custom_err, - "replicates": replicates, - "rep_sd": rep_sd, - "dist": dist, - "mu": mu, - "sigma": sigma, - "bases": bases, - "model": model, - "ratio": ratio, - "accuracy": accuracy, - "passes": passes, - "min_len": min_len, - "max_len": max_len, - "mean_len": mean_len, - "sd_len": sd_len, - "frag_len": frag_len, - "frag_sd": frag_sd, - "bam": bam, - "paired": paired, - "seed": seed, - } - } + merge_config = {"args": kwargs} # run! run_snakemake( @@ -381,52 +302,16 @@ def run( @download_options @common_options def download( - input, - output, - log, - limit, - api_key, - compressed, - include, - source, - taxon, - reference, - assembly_level, - annotated, - atypical, - mag, - rank, - nrank, **kwargs, ): """Download genomes""" - [print(arg) for arg in kwargs] # Config to add or update in configfile - merge_config = { - "args": { - "input": input, - "output": output, - "log": log, - "limit": limit, - "api_key": api_key, - "compressed": compressed, - "include": include, - "source": source, - "taxon": taxon, - "reference": reference, - "assembly_level": assembly_level, - "annotated": annotated, - "atypical": atypical, - "mag": mag, - "rank": rank, - "nrank": nrank, - } - } + merge_config = {"args": kwargs} + run_snakemake( # Full path to Snakefile snakefile_path=snake_base(os.path.join("workflow", "download.smk")), merge_config=merge_config, - log=log, **kwargs, ) @@ -447,95 +332,33 @@ def download( ) @common_options def simulate( - input, - output, - log, - skip_shuffle, - compressed, - asm_summary, - tech, - tool, - error, - model, - ratio, - custom_err, - replicates, - rep_sd, - dist, - mu, - sigma, - bases, - accuracy, - passes, - min_len, - max_len, - sd_len, - mean_len, - frag_len, - frag_sd, - bam, - paired, - seed, **kwargs, ): - """Simulate reads from local genomes""" - if tech != "illumina" and error: - if tech == "pacbio": - ratio = "22:45:33" - model = "QSHMM-RSII" - if error == "hifi": - accuracy = 0.99 - passes = 10 - - if tech == "nanopore": - ratio = "39:24:36" - if error == "r10.4": - accuracy = 0.99 - model = "QSHMM-ONT-HQ" - if error == "r10.3": - accuracy = 0.95 - model = "QSHMM-ONT" + """Simulate fastq from local genomes""" + if kwargs["tech"] != "illumina" and kwargs["error"]: + if kwargs["tech"] == "pacbio": + kwargs["ratio"] = "22:45:33" + kwargs["model"] = "QSHMM-RSII" + if kwargs["error"] == "hifi": + kwargs["accuracy"] = 0.99 + kwargs["passes"] = 10 + + if kwargs["tech"] == "nanopore": + kwargs["ratio"] = "39:24:36" + if kwargs["error"] == "r10.4": + kwargs["accuracy"] = 0.99 + kwargs["model"] = "QSHMM-ONT-HQ" + if kwargs["error"] == "r10.3": + kwargs["accuracy"] = 0.95 + kwargs["model"] = "QSHMM-ONT" """Simulate reads from local fastas""" # Config to add or update in configfile - merge_config = { - "args": { - "input": input, - "output": output, - "log": log, - "skip_shuffle": skip_shuffle, - "compressed": compressed, - "tech": tech, - "tool": tool, - "error": error, - "model": model, - "ratio": ratio, - "custom_err": custom_err, - "asm_summary": asm_summary, - "replicates": replicates, - "rep_sd": rep_sd, - "dist": dist, - "mu": mu, - "sigma": sigma, - "bases": bases, - "accuracy": accuracy, - "passes": passes, - "min_len": min_len, - "max_len": max_len, - "sd_len": sd_len, - "mean_len": mean_len, - "frag_len": frag_len, - "frag_sd": frag_sd, - "bam": bam, - "paired": paired, - "seed": seed, - } - } + merge_config = {"args": kwargs} run_snakemake( # Full path to Snakefile snakefile_path=snake_base(os.path.join("workflow", "simulate.smk")), merge_config=merge_config, - log=log, **kwargs, ) From 5b38c216f8225446f8e271c3f10725546095f01b Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 5 Apr 2024 15:48:39 +0200 Subject: [PATCH 286/365] added conda-forge and defaults --- mess/workflow/envs/art.yml | 2 ++ mess/workflow/envs/assembly_finder.yml | 2 ++ mess/workflow/envs/bioconvert.yml | 2 ++ mess/workflow/envs/fasta.yml | 2 ++ mess/workflow/envs/pbccs.yml | 2 ++ mess/workflow/envs/pbsim3.yml | 2 ++ mess/workflow/envs/seqkit.yml | 2 ++ mess/workflow/envs/taxonkit.yml | 2 ++ 8 files changed, 16 insertions(+) diff --git a/mess/workflow/envs/art.yml b/mess/workflow/envs/art.yml index 3b17478..eeed948 100644 --- a/mess/workflow/envs/art.yml +++ b/mess/workflow/envs/art.yml @@ -1,5 +1,7 @@ name: art channels: - bioconda + - conda-forge + - defaults dependencies: - art >= 2016.06.05 diff --git a/mess/workflow/envs/assembly_finder.yml b/mess/workflow/envs/assembly_finder.yml index 9e7f403..cfe14c0 100644 --- a/mess/workflow/envs/assembly_finder.yml +++ b/mess/workflow/envs/assembly_finder.yml @@ -1,5 +1,7 @@ name: assembly_finder channels: - bioconda + - conda-forge + - defaults dependencies: - assembly_finder >= 0.6.2 diff --git a/mess/workflow/envs/bioconvert.yml b/mess/workflow/envs/bioconvert.yml index 0813081..56f23f6 100644 --- a/mess/workflow/envs/bioconvert.yml +++ b/mess/workflow/envs/bioconvert.yml @@ -1,5 +1,7 @@ name: bioconvert channels: - bioconda + - conda-forge + - defaults dependencies: - bioconvert >= 1.0.0 diff --git a/mess/workflow/envs/fasta.yml b/mess/workflow/envs/fasta.yml index a687331..5a37a59 100644 --- a/mess/workflow/envs/fasta.yml +++ b/mess/workflow/envs/fasta.yml @@ -1,6 +1,8 @@ name: fasta channels: - bioconda + - conda-forge + - defaults dependencies: - biopython >= 1.83 - pandas >= 2.2.0 diff --git a/mess/workflow/envs/pbccs.yml b/mess/workflow/envs/pbccs.yml index a257d4c..3d8590d 100644 --- a/mess/workflow/envs/pbccs.yml +++ b/mess/workflow/envs/pbccs.yml @@ -1,5 +1,7 @@ name: pbccs channels: - bioconda + - conda-forge + - defaults dependencies: - pbccs >= 6.4.0 diff --git a/mess/workflow/envs/pbsim3.yml b/mess/workflow/envs/pbsim3.yml index 7c814f0..7eb8b49 100644 --- a/mess/workflow/envs/pbsim3.yml +++ b/mess/workflow/envs/pbsim3.yml @@ -1,5 +1,7 @@ name: pbsim3 channels: - bioconda + - conda-forge + - defaults dependencies: - pbsim3 >= 3.0.1 diff --git a/mess/workflow/envs/seqkit.yml b/mess/workflow/envs/seqkit.yml index 6e15d05..33f08e9 100644 --- a/mess/workflow/envs/seqkit.yml +++ b/mess/workflow/envs/seqkit.yml @@ -1,5 +1,7 @@ name: seqkit channels: - bioconda + - conda-forge + - defaults dependencies: - seqkit >= 2.6.0 diff --git a/mess/workflow/envs/taxonkit.yml b/mess/workflow/envs/taxonkit.yml index 878ca05..9f3b137 100644 --- a/mess/workflow/envs/taxonkit.yml +++ b/mess/workflow/envs/taxonkit.yml @@ -1,5 +1,7 @@ name: taxonkit channels: - bioconda + - conda-forge + - defaults dependencies: - taxonkit >= 0.15.1 From aac4b85c729e20957aad03698f1e2120535ca525 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:43:06 +0200 Subject: [PATCH 287/365] updated LICENSE --- LICENSE | 54 +++++++++++++++++++++--------------------------------- 1 file changed, 21 insertions(+), 33 deletions(-) diff --git a/LICENSE b/LICENSE index fc5c7a7..b42663b 100644 --- a/LICENSE +++ b/LICENSE @@ -1,33 +1,21 @@ -GNU GENERAL PUBLIC LICENSE - Version 3, 29 June 2007 - - Snakemake pipeline for simulating short and long read metagenomes - Copyright (C) 2023 Farid Chaabane - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - -Also add information on how to contact you by electronic and paper mail. - - You should also get your employer (if you work as a programmer) or school, -if any, to sign a "copyright disclaimer" for the program, if necessary. -For more information on this, and how to apply and follow the GNU GPL, see -. - - The GNU General Public License does not permit incorporating your program -into proprietary programs. If your program is a subroutine library, you -may consider it more useful to permit linking proprietary applications with -the library. If this is what you want to do, use the GNU Lesser General -Public License instead of this License. But first, please read -. - +MIT License + +Copyright (c) 2024, Farid Chaabane + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. From 7c1c579d81875b4f62537432a1982f2b9ce0d226 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:43:45 +0200 Subject: [PATCH 288/365] updated env --- mess/workflow/envs/bioconvert.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/workflow/envs/bioconvert.yml b/mess/workflow/envs/bioconvert.yml index 56f23f6..e793fac 100644 --- a/mess/workflow/envs/bioconvert.yml +++ b/mess/workflow/envs/bioconvert.yml @@ -4,4 +4,5 @@ channels: - conda-forge - defaults dependencies: - - bioconvert >= 1.0.0 + - pip: + - bioconvert >=1.1.1 From 884f0cdfe2a72135130c1cab9877713f9a4e683c Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:44:09 +0200 Subject: [PATCH 289/365] changed fasta to processing --- mess/workflow/rules/preflight/directories.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/rules/preflight/directories.smk b/mess/workflow/rules/preflight/directories.smk index fdd1667..d343f0e 100644 --- a/mess/workflow/rules/preflight/directories.smk +++ b/mess/workflow/rules/preflight/directories.smk @@ -22,7 +22,7 @@ except (KeyError, AssertionError): dir.out.base = "results" # Outdirs -dir.out.fasta = os.path.join(dir.out.base, "fasta") +dir.out.processing = os.path.join(dir.out.base, "processing") dir.out.cat = os.path.join(dir.out.base, "cat") dir.out.shuffle = os.path.join(dir.out.base, "shuffle") dir.out.short = os.path.join(dir.out.base, "short") From 3ebbcc5dfbfc704d47415218bd7b42a13dafa4a6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:44:32 +0200 Subject: [PATCH 290/365] updated functions --- mess/workflow/rules/preflight/functions.smk | 38 +++++++++++++++------ 1 file changed, 27 insertions(+), 11 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 5016daa..1d0cac3 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -1,10 +1,10 @@ import os import pandas as pd import glob -import random from itertools import chain from itertools import product from Bio import SeqIO +import random def list_reads(wildcards): @@ -77,7 +77,7 @@ def list_fastas(wildcards): table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t") fastas = list(set(df["fasta"])) - return expand(os.path.join(dir.out.fasta, "{fasta}.fasta"), fasta=fastas) + return expand(os.path.join(dir.out.processing, "{fasta}.fasta"), fasta=fastas) table_cache = {} @@ -96,7 +96,7 @@ def get_value(table, wildcards, value): return val -def get_assembly_summary_path(wildcards): +def get_asm_summary(wildcards): try: table = os.path.abspath( checkpoints.download_assemblies.get(**wildcards).output[0] @@ -106,9 +106,13 @@ def get_assembly_summary_path(wildcards): return table +def get_cov_table(wildcards): + return checkpoints.split_contigs.get(**wildcards).output[0] + + def aggregate(wildcards, outdir, level, ext): + table = checkpoints.split_contigs.get(**wildcards).output[0] if level == "contig": - table = checkpoints.split_contigs.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col="fasta") contigs = df.loc[wildcards.fasta]["contig"] if isinstance(contigs, str): @@ -117,29 +121,36 @@ def aggregate(wildcards, outdir, level, ext): contigs = list(contigs) if PAIRED and ext != "bam": return expand( - os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}{{p}}.{ext}"), + os.path.join(outdir, "{sample}", "{fasta}", "{contig}{p}.{ext}"), + sample=wildcards.sample, + fasta=wildcards.fasta, + p=wildcards.p, contig=contigs, ext=ext, ) else: return expand( - os.path.join(outdir, "{{sample}}", "{{fasta}}", "{contig}.{ext}"), + os.path.join(outdir, "{sample}", "{fasta}", "{contig}.{ext}"), + sample=wildcards.sample, + fasta=wildcards.fasta, contig=contigs, ext=ext, ) if level == "fasta": - table = checkpoints.calculate_coverage.get(**wildcards).output[0] df = pd.read_csv(table, sep="\t", index_col=["samplename", "fasta"]) fastas = list(set(df.loc[wildcards.sample].index)) if PAIRED and ext != "bam": return expand( - os.path.join(outdir, "{{sample}}", "{fasta}{{p}}.{ext}"), + os.path.join(outdir, "{sample}", "{fasta}{p}.{ext}"), + sample=wildcards.sample, fasta=fastas, + p=wildcards.p, ext=ext, ) else: return expand( - os.path.join(outdir, "{{sample}}", "{fasta}.{ext}"), + os.path.join(outdir, "{sample}", "{fasta}.{ext}"), + sample=wildcards.sample, fasta=fastas, ext=ext, ) @@ -152,6 +163,11 @@ def get_header(fa): def seqkit_replace(wildcards): if PAIRED: - return f"{wildcards.sample}_{{nr}}/{wildcards.p}" + return "{sample}_{nr}/{p}".format( + sample=wildcards.sample, nr="{nr}", p=wildcards.p + ) else: - return f"{wildcards.sample}_{{nr}}" + return "{sample}_{nr}".format( + sample=wildcards.sample, + nr="{nr}", + ) From db13b3ed0019aabcb52da995e04fdffca3cc8b64 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:44:41 +0200 Subject: [PATCH 291/365] removed env --- mess/workflow/envs/fasta.yml | 8 -------- 1 file changed, 8 deletions(-) delete mode 100644 mess/workflow/envs/fasta.yml diff --git a/mess/workflow/envs/fasta.yml b/mess/workflow/envs/fasta.yml deleted file mode 100644 index 5a37a59..0000000 --- a/mess/workflow/envs/fasta.yml +++ /dev/null @@ -1,8 +0,0 @@ -name: fasta -channels: - - bioconda - - conda-forge - - defaults -dependencies: - - biopython >= 1.83 - - pandas >= 2.2.0 From 4787c04f69924d44f6eb1bf91b8cdc284ffcf27e Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:44:59 +0200 Subject: [PATCH 292/365] removed split in targets --- mess/workflow/rules/preflight/targets_simulate.smk | 1 - 1 file changed, 1 deletion(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index 76b9f26..61fec5d 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -4,6 +4,5 @@ All simulated reads are declared here TargetSimreads = [ - os.path.join(dir.out.base, "split.tsv"), list_reads, ] From 5ef8fe68deca614c35a82cd1569cd25c256f546b Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:46:00 +0200 Subject: [PATCH 293/365] checkpoint output no longer temp --- mess/workflow/rules/processing/coverages.smk | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index 198cd2f..9ae3b85 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -20,11 +20,9 @@ rule replicates_table: checkpoint calculate_coverage: input: df=os.path.join(dir.out.base, "replicates.tsv"), - asm=get_assembly_summary_path, + asm=get_asm_summary, output: - temp( - os.path.join(dir.out.base, "cov.tsv"), - ), + os.path.join(dir.out.base, "cov.tsv"), params: dist=DIST, mu=MU, From 1db2399c6b3054edb735ced6da655f5b1636ffe5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:46:42 +0200 Subject: [PATCH 294/365] added rename_fasta rule --- mess/workflow/rules/processing/fastas.smk | 31 ++++++----------------- 1 file changed, 8 insertions(+), 23 deletions(-) diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index c8c91a3..d48d00f 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -1,30 +1,17 @@ -if GZIP: - - rule unzip_fasta: - input: - fasta_input, - output: - temp(os.path.join(dir.out.fasta, "{fasta}.fna")), - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.sml.time, - shell: - "zcat {input} > {output}" - - -rule rename_headers: +rule rename_fastas: input: - os.path.join(dir.out.fasta, "{fasta}.fna") if GZIP else fasta_input, + fasta_input, output: - temp(os.path.join(dir.out.fasta, "{fasta}.fasta")), + temp(os.path.join(dir.out.processing, "{fasta}.fasta")), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", time=config.resources.sml.time, + conda: + os.path.join(dir.env, "seqkit.yml") shell: """ - cut -f 1 -d" " {input} > {output} + seqkit seq -i {input} > {output} """ @@ -33,14 +20,12 @@ checkpoint split_contigs: fa=list_fastas, cov=os.path.join(dir.out.base, "cov.tsv"), output: - tsv=temp(os.path.join(dir.out.base, "split.tsv")), - dir=temp(directory(os.path.join(dir.out.base, "split"))), + tsv=os.path.join(dir.out.processing, "split.tsv"), + dir=directory(os.path.join(dir.out.processing, "split")), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", time=config.resources.sml.time, - conda: - os.path.join(dir.env, "fasta.yml") log: os.path.join(dir.out.logs, "tables", "split.tsv"), script: From 2f5703e3dafd0cf2ca06023af264794ee5854c12 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:47:32 +0200 Subject: [PATCH 295/365] added checkpoint output in function --- mess/workflow/rules/processing/reads.smk | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 8214d4a..ece03e5 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -122,7 +122,7 @@ rule get_bam_coverage: rule get_tax_profile: input: cov=os.path.join(dir.out.bam, "{sample}.txt"), - tax=os.path.join(dir.out.base, "split.tsv"), + tax=get_cov_table, output: temp(os.path.join(dir.out.tax, "{sample}.tsv")), resources: @@ -200,6 +200,7 @@ rule compress_contig_fastqs: rule cat_contig_fastqs: input: + flag=get_cov_table, fq=lambda wildcards: aggregate(wildcards, fastq_dir, "contig", "fq.gz"), output: temp(os.path.join(fastq_dir, "{sample}", "{fasta}{p}.fq.gz")) From f1663d60ab62d0a5c50cdb5e1402bfc773774e11 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:49:18 +0200 Subject: [PATCH 296/365] updated input fasta and table --- mess/workflow/rules/simulate/long_reads.smk | 8 ++------ mess/workflow/rules/simulate/short_reads.smk | 7 ++----- 2 files changed, 4 insertions(+), 11 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index 4bf25ed..fed4ccd 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,11 +1,7 @@ -fa = os.path.join(dir.out.base, "split", "{fasta}", "{contig}.fa") - - rule pbsim3: input: - fa=fa, - flag=os.path.join(dir.out.base, "split.tsv"), - df=os.path.join(dir.out.base, "cov.tsv"), + fa=os.path.join(dir.out.processing, "split", "{fasta}", "{contig}.fna"), + df=get_cov_table, output: temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam")) if PASSES > 1 diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index aa3a360..470ef76 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -34,14 +34,11 @@ fq_prefix = os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}") if not PAIRED: fastq_out = temp(os.path.join(dir.out.short, "{sample}", "{fasta}", "{contig}.fq")) -fa = os.path.join(dir.out.base, "split", "{fasta}", "{contig}.fa") - rule art_illumina: input: - fa=fa, - df=os.path.join(dir.out.base, "cov.tsv"), - flag=os.path.join(dir.out.base, "split.tsv"), + fa=os.path.join(dir.out.processing, "split", "{fasta}", "{contig}.fna"), + df=get_cov_table, output: sam=sam_out, fastqs=fastq_out, From 2a49e0db2b24e1893c6906de264bf853b360619f Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:50:06 +0200 Subject: [PATCH 297/365] added tax_id, seed, cov_sim and samplename in table --- mess/workflow/scripts/split_contigs.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/mess/workflow/scripts/split_contigs.py b/mess/workflow/scripts/split_contigs.py index cce147e..074007d 100644 --- a/mess/workflow/scripts/split_contigs.py +++ b/mess/workflow/scripts/split_contigs.py @@ -11,12 +11,12 @@ def split_fasta(fa, outdir): if not os.path.exists(subdir): os.mkdir(subdir) for record in SeqIO.parse(fa, "fasta"): - SeqIO.write(record, os.path.join(subdir, record.id) + ".fa", "fasta") + SeqIO.write(record, os.path.join(subdir, record.id) + ".fna", "fasta") record_ids.append({"contig": record.id, "fasta": name}) return record_ids -cov_df = pd.read_csv(snakemake.input.cov, sep="\t") +cov_df = pd.read_csv(snakemake.input.cov, sep="\t", dtype={"tax_id": int, "seed": int}) os.mkdir(snakemake.output.dir) id2fa = [] @@ -26,4 +26,6 @@ def split_fasta(fa, outdir): contig_df = pd.DataFrame.from_records(id2fa) df = pd.merge(contig_df, cov_df, how="left", on="fasta") df.to_csv(snakemake.log[0], sep="\t", index=None) -df[["fasta", "contig", "tax_id"]].to_csv(snakemake.output.tsv, sep="\t", index=None) +df[["samplename", "fasta", "contig", "tax_id", "seed", "cov_sim"]].to_csv( + snakemake.output.tsv, sep="\t", index=None +) From 411595dc9d3f3c718a27b2801c1027ae25a65f89 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:51:10 +0200 Subject: [PATCH 298/365] updated install requirements and license --- setup.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/setup.py b/setup.py index 05ac8bf..60a6c23 100644 --- a/setup.py +++ b/setup.py @@ -28,7 +28,7 @@ def get_data_files(): "Environment :: Console", "Environment :: MacOS X", "Intended Audience :: Science/Research", - "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", + "License :: OSI Approved :: MIT", "Natural Language :: English", "Operating System :: POSIX :: Linux", "Operating System :: MacOS :: MacOS X", @@ -54,9 +54,11 @@ def get_data_files(): install_requires=[ "snakemake>=7.32.4,<8", "pulp<2.8", - "snaketool-utils>=0.0.4", - "attrmap>=0.0.5", - "pyyaml>=6.0", + "snaketool-utils>=0.0.5", + "attrmap>=0.0.7", + "pyyaml>=6.0.1", + "pandas>=2.2.1", + "biopython>=1.83", "rich-click>=1.7.4", ], entry_points={"console_scripts": ["mess=mess.__main__:main"]}, From 5be331f23a14b9f34e850f99e3a2edb0d5c2714b Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:54:45 +0200 Subject: [PATCH 299/365] fasta column defined by user or accession column --- mess/workflow/scripts/calculate_cov.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 94bb71c..88ee1d7 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -120,8 +120,9 @@ def get_even_dist(df, cols): df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["proportion"] = df["bases"] / df["sum_bases"] +if "fasta" not in df.columns: + df["fasta"] = df["accession"] -df["fasta"] = [str(fa).split("/")[-1].split(".fna")[0] for fa in df["path"]] df["seed"] = random.sample(range(1, 1000000), len(df)) cols = [ @@ -141,6 +142,6 @@ def get_even_dist(df, cols): df = df.astype( {"seed": int, "tax_id": int, "total_sequence_length": int, "number_of_contigs": int} ) -df = df[df["fasta"] != "nan"] + df.to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore From 597b04dd99970ce8ae690fbb91d52b611f6733cf Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 10:56:19 +0200 Subject: [PATCH 300/365] removed gzip option --- mess/__main__.py | 1 - mess/util.py | 7 ------- mess/workflow/Snakefile | 6 ------ mess/workflow/simulate.smk | 6 ------ 4 files changed, 20 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index eb69064..1f74bc2 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -56,7 +56,6 @@ { "name": "Simulators options", "options": [ - "--gzip", "--tech", "--bases", "--tool", diff --git a/mess/util.py b/mess/util.py index 2d9c2ec..7ab8eff 100644 --- a/mess/util.py +++ b/mess/util.py @@ -112,13 +112,6 @@ def sim_options(func): default=False, required=False, ), - click.option( - "--gzip", - help="If fastas are gzipped", - type=bool, - default=True, - required=False, - ), click.option( "--tech", help="Sequencing technology", diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index c115f42..2a0b06d 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -89,12 +89,6 @@ include: os.path.join("rules", "preflight", "samples.smk") include: os.path.join("rules", "download", "assembly_finder.smk") # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") - - -# process fasta options -GZIP = config.args.gzip - - # fasta processing rules include: os.path.join("rules", "processing", "fastas.smk") diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 1645721..d41b6f6 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -53,12 +53,6 @@ MEAN_LEN = config.args.mean_len # calculate coverages include: os.path.join("rules", "processing", "coverages.smk") - - -# process fasta options -GZIP = config.args.gzip - - include: os.path.join("rules", "processing", "fastas.smk") From 596a514924549d19bde893a8dc71262003f311db Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 12:08:13 +0200 Subject: [PATCH 301/365] removed global env --- env.yml | 12 ------------ 1 file changed, 12 deletions(-) delete mode 100644 env.yml diff --git a/env.yml b/env.yml deleted file mode 100644 index df4da83..0000000 --- a/env.yml +++ /dev/null @@ -1,12 +0,0 @@ -name: mess -channels: - - conda-forge - - bioconda - - defaults -dependencies: - - assembly_finder >=0.6.2 - - art >=2016.06.05 - - bioconvert >=0.4.3 - - pbsim3 >= 3.0.1 - - pbccs >= 6.4.0 - - seqkit >= 0.16.0 From 380db3a98315557c35556150050e9339899c638f Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 12:08:40 +0200 Subject: [PATCH 302/365] fixed channel order --- mess/workflow/envs/art.yml | 4 ++-- mess/workflow/envs/assembly_finder.yml | 4 ++-- mess/workflow/envs/bioconvert.yml | 6 +++--- mess/workflow/envs/pbccs.yml | 4 ++-- mess/workflow/envs/pbsim3.yml | 4 ++-- mess/workflow/envs/seqkit.yml | 4 ++-- mess/workflow/envs/taxonkit.yml | 4 ++-- 7 files changed, 15 insertions(+), 15 deletions(-) diff --git a/mess/workflow/envs/art.yml b/mess/workflow/envs/art.yml index eeed948..b1d3558 100644 --- a/mess/workflow/envs/art.yml +++ b/mess/workflow/envs/art.yml @@ -1,7 +1,7 @@ name: art channels: - - bioconda - conda-forge + - bioconda - defaults dependencies: - - art >= 2016.06.05 + - art >=2016.06.05 diff --git a/mess/workflow/envs/assembly_finder.yml b/mess/workflow/envs/assembly_finder.yml index cfe14c0..c5f1a8f 100644 --- a/mess/workflow/envs/assembly_finder.yml +++ b/mess/workflow/envs/assembly_finder.yml @@ -1,7 +1,7 @@ name: assembly_finder channels: - - bioconda - conda-forge + - bioconda - defaults dependencies: - - assembly_finder >= 0.6.2 + - assembly_finder >=0.6.2 diff --git a/mess/workflow/envs/bioconvert.yml b/mess/workflow/envs/bioconvert.yml index e793fac..36b5cb2 100644 --- a/mess/workflow/envs/bioconvert.yml +++ b/mess/workflow/envs/bioconvert.yml @@ -1,8 +1,8 @@ name: bioconvert channels: - - bioconda - conda-forge + - bioconda - defaults dependencies: - - pip: - - bioconvert >=1.1.1 + - python =3.7 + - bioconvert >=1.1.1 diff --git a/mess/workflow/envs/pbccs.yml b/mess/workflow/envs/pbccs.yml index 3d8590d..043277a 100644 --- a/mess/workflow/envs/pbccs.yml +++ b/mess/workflow/envs/pbccs.yml @@ -1,7 +1,7 @@ name: pbccs channels: - - bioconda - conda-forge + - bioconda - defaults dependencies: - - pbccs >= 6.4.0 + - pbccs >=6.4.0 diff --git a/mess/workflow/envs/pbsim3.yml b/mess/workflow/envs/pbsim3.yml index 7eb8b49..2bfce93 100644 --- a/mess/workflow/envs/pbsim3.yml +++ b/mess/workflow/envs/pbsim3.yml @@ -1,7 +1,7 @@ name: pbsim3 channels: - - bioconda - conda-forge + - bioconda - defaults dependencies: - - pbsim3 >= 3.0.1 + - pbsim3 >=3.0.1 diff --git a/mess/workflow/envs/seqkit.yml b/mess/workflow/envs/seqkit.yml index 33f08e9..e501adb 100644 --- a/mess/workflow/envs/seqkit.yml +++ b/mess/workflow/envs/seqkit.yml @@ -1,7 +1,7 @@ name: seqkit channels: - - bioconda - conda-forge + - bioconda - defaults dependencies: - - seqkit >= 2.6.0 + - seqkit >=2.6.0 diff --git a/mess/workflow/envs/taxonkit.yml b/mess/workflow/envs/taxonkit.yml index 9f3b137..511e90e 100644 --- a/mess/workflow/envs/taxonkit.yml +++ b/mess/workflow/envs/taxonkit.yml @@ -1,7 +1,7 @@ name: taxonkit channels: - - bioconda - conda-forge + - bioconda - defaults dependencies: - - taxonkit >= 0.15.1 + - taxonkit >=0.15.1 From ced426d309af85d73cee43dabc750e45448ec4ef Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 12:09:09 +0200 Subject: [PATCH 303/365] added contig in get_value --- mess/workflow/rules/preflight/functions.smk | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 1d0cac3..0682e58 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -88,11 +88,11 @@ def get_value(table, wildcards, value): df = pd.read_csv( table, sep="\t", - index_col=["samplename", "fasta"], + index_col=["samplename", "fasta", "contig"], ) table_cache[table] = df df = table_cache[table] - val = df.loc[wildcards.sample].loc[wildcards.fasta][value] + val = df.loc[wildcards.sample].loc[wildcards.fasta].loc[wildcards.contig][value] return val From 139439d6959f4f1dfc1ee12453d181ada63aad9b Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 12:09:54 +0200 Subject: [PATCH 304/365] changed default conda prefix --- mess/util.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mess/util.py b/mess/util.py index 7ab8eff..8add7ba 100644 --- a/mess/util.py +++ b/mess/util.py @@ -66,8 +66,8 @@ def common_options(func): ), click.option( "--conda-prefix", - default=snake_base(os.path.join("workflow", "conda")), - help="Custom conda env directory", + default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), + help="Define conda env directory", type=click.Path(), show_default=False, ), From b6085aa3ef9d34fbad6d2b72bb316a1baaabe064 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 14:48:47 +0200 Subject: [PATCH 305/365] added pacbio and nanopore in test command --- mess/__main__.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/mess/__main__.py b/mess/__main__.py index 1f74bc2..e3fcae4 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -118,7 +118,6 @@ "name": "Snakemake options", "options": [ "--configfile", - "--threads", "--profile", "--use-conda", "--conda-prefix", @@ -375,6 +374,15 @@ def test(**kwargs): """Run mess on test data""" # Config to add or update in configfile kwargs["input"] = snake_base(os.path.join("test_data", "minimal_test.tsv")) + if kwargs["tech"] == "nanopore": + kwargs["ratio"] = "39:24:36" + kwargs["accuracy"] = 0.99 + kwargs["model"] = "QSHMM-ONT-HQ" + + if kwargs["tech"] == "pacbio": + kwargs["ratio"] = "22:45:33" + kwargs["model"] = "QSHMM-RSII" + merge_config = {"args": kwargs} run_snakemake( # Full path to Snakefile From 43e834148b752c59691604313b6da368c730bc7f Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 14:51:12 +0200 Subject: [PATCH 306/365] fixed simulators options --- mess/workflow/Snakefile | 17 ++++------------- 1 file changed, 4 insertions(+), 13 deletions(-) diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 2a0b06d..3b117d4 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -100,25 +100,16 @@ BAM = config.args.bam MIN_LEN = config.args.min_len MAX_LEN = config.args.max_len SD_LEN = config.args.sd_len +PASSES = config.args.passes +ACCURACY = config.args.accuracy +MODEL = config.args.model +RATIO = config.args.ratio # simulate reads if SEQ_TECH == "illumina": include: os.path.join("rules", "simulate", "short_reads.smk") else: - MODEL = "" - RATIO = "" - PASSES = config.args.passes - ACCURACY = config.args.accuracy - if SEQ_TECH == "pacbio": - MODEL = "QSHMM-RSII" - RATIO = "22:45:33" - elif SEQ_TECH == "nanopore": - RATIO = "39:24:36" - if ERROR == "r10.4": - MODEL = "QSHMM-ONT-HQ" - elif ERROR == "r10.3": - MODEL = "QSHMM-ONT" include: os.path.join("rules", "simulate", "long_reads.smk") From 211cde14d496c611a1f52a11af1b022c5a010804 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:01:23 +0200 Subject: [PATCH 307/365] added hifi accuracy and passes in test command --- mess/__main__.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/mess/__main__.py b/mess/__main__.py index e3fcae4..e3f27b1 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -382,6 +382,9 @@ def test(**kwargs): if kwargs["tech"] == "pacbio": kwargs["ratio"] = "22:45:33" kwargs["model"] = "QSHMM-RSII" + if kwargs["error"] == "hifi": + kwargs["accuracy"] = 0.99 + kwargs["passes"] = 3 merge_config = {"args": kwargs} run_snakemake( From b51fe137bfe5efdd3b12bf4f85d0e90208309c3b Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:01:36 +0200 Subject: [PATCH 308/365] fixed env --- mess/workflow/envs/bioconvert.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/mess/workflow/envs/bioconvert.yml b/mess/workflow/envs/bioconvert.yml index 36b5cb2..f195bb6 100644 --- a/mess/workflow/envs/bioconvert.yml +++ b/mess/workflow/envs/bioconvert.yml @@ -4,5 +4,4 @@ channels: - bioconda - defaults dependencies: - - python =3.7 - bioconvert >=1.1.1 From 0c40aad0ca59d51c6f6cd8810fceba600a7a2d37 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:02:02 +0200 Subject: [PATCH 309/365] added temp output --- mess/workflow/rules/processing/coverages.smk | 2 +- mess/workflow/rules/processing/fastas.smk | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index 9ae3b85..d7f9602 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -22,7 +22,7 @@ checkpoint calculate_coverage: df=os.path.join(dir.out.base, "replicates.tsv"), asm=get_asm_summary, output: - os.path.join(dir.out.base, "cov.tsv"), + temp(os.path.join(dir.out.processing, "cov.tsv")), params: dist=DIST, mu=MU, diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index d48d00f..d8802bc 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -18,10 +18,10 @@ rule rename_fastas: checkpoint split_contigs: input: fa=list_fastas, - cov=os.path.join(dir.out.base, "cov.tsv"), + cov=os.path.join(dir.out.processing, "cov.tsv"), output: tsv=os.path.join(dir.out.processing, "split.tsv"), - dir=directory(os.path.join(dir.out.processing, "split")), + dir=temp(directory(os.path.join(dir.out.base, "split"))), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", From 466316290e6e3392febe2c844f2283d5b74ec5ef Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:02:21 +0200 Subject: [PATCH 310/365] added split dir as input in cat_contig_fastqs --- mess/workflow/rules/processing/reads.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index ece03e5..8741437 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -200,6 +200,7 @@ rule compress_contig_fastqs: rule cat_contig_fastqs: input: + dir=os.path.join(dir.out.base, "split"), flag=get_cov_table, fq=lambda wildcards: aggregate(wildcards, fastq_dir, "contig", "fq.gz"), output: From 10925b5e94a1f4d2cdfa7ec2b70d3e33b0ddf7bc Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:02:57 +0200 Subject: [PATCH 311/365] updated model path --- mess/workflow/rules/simulate/long_reads.smk | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index fed4ccd..2241e86 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,6 +1,6 @@ rule pbsim3: input: - fa=os.path.join(dir.out.processing, "split", "{fasta}", "{contig}.fna"), + fa=os.path.join(dir.out.base, "split", "{fasta}_{contig}.fna"), df=get_cov_table, output: temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam")) @@ -11,7 +11,7 @@ rule pbsim3: temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.maf")), temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.ref")), params: - model=MODEL, + model=os.path.join(os.environ["CONDA_PREFIX"], "data", f"{MODEL}.model"), ratio=RATIO, meanlen=MEAN_LEN, lensd=SD_LEN, @@ -43,7 +43,7 @@ rule pbsim3: --length-sd {params.lensd} \\ --prefix {params.prefix} \\ --seed {params.seed} \\ - --qshmm ${{CONDA_PREFIX}}/data/{params.model}.model \\ + --qshmm {params.model} \\ --pass-num {params.passes} \\ --accuracy-mean {params.accuracy} \\ --depth {params.cov} --genome {input.fa} &> {log} From eeed28b34c84ae2d47da54cf62f3ddd26533c5c6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:03:30 +0200 Subject: [PATCH 312/365] removed subdirs in split directory --- mess/workflow/rules/simulate/short_reads.smk | 2 +- mess/workflow/scripts/split_contigs.py | 7 +++---- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index 470ef76..b9e4866 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -37,7 +37,7 @@ if not PAIRED: rule art_illumina: input: - fa=os.path.join(dir.out.processing, "split", "{fasta}", "{contig}.fna"), + fa=os.path.join(dir.out.base, "split", "{fasta}_{contig}.fna"), df=get_cov_table, output: sam=sam_out, diff --git a/mess/workflow/scripts/split_contigs.py b/mess/workflow/scripts/split_contigs.py index 074007d..770e3e5 100644 --- a/mess/workflow/scripts/split_contigs.py +++ b/mess/workflow/scripts/split_contigs.py @@ -7,11 +7,10 @@ def split_fasta(fa, outdir): record_ids = [] name = os.path.basename(fa).split(".fasta")[0] - subdir = os.path.join(outdir, name) - if not os.path.exists(subdir): - os.mkdir(subdir) + fasta_name = os.path.join(outdir, name) + for record in SeqIO.parse(fa, "fasta"): - SeqIO.write(record, os.path.join(subdir, record.id) + ".fna", "fasta") + SeqIO.write(record, fasta_name + "_" + record.id + ".fna", "fasta") record_ids.append({"contig": record.id, "fasta": name}) return record_ids From 14ac1ce30766c39dac86ee29ccdbd445ed931835 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:22:46 +0200 Subject: [PATCH 313/365] removed versions --- mess/workflow/rules/download/assembly_finder.smk | 2 -- 1 file changed, 2 deletions(-) diff --git a/mess/workflow/rules/download/assembly_finder.smk b/mess/workflow/rules/download/assembly_finder.smk index e9fa31d..7afed89 100644 --- a/mess/workflow/rules/download/assembly_finder.smk +++ b/mess/workflow/rules/download/assembly_finder.smk @@ -46,7 +46,6 @@ checkpoint download_assemblies: asm=os.path.join(dir.out.base, "assembly_finder/assembly_summary.tsv"), seq=os.path.join(dir.out.base, "assembly_finder/sequence_report.tsv"), tax=os.path.join(dir.out.base, "assembly_finder/taxonomy.tsv"), - version=os.path.join(dir.out.versions, "assembly_finder.version"), params: args=af_args, comp=COMPRESSED, @@ -82,5 +81,4 @@ checkpoint download_assemblies: --atypical {params.atyp} \\ --mag {params.mag} \\ -o {params.out} 2> {log} - assembly_finder -v > {output.version} """ From 2272bd0667a8e49076390e61241996c43d247ae4 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:23:13 +0200 Subject: [PATCH 314/365] fixed long reads error profiles in test command --- mess/__main__.py | 27 ++++++++++++++++----------- 1 file changed, 16 insertions(+), 11 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index e3f27b1..a53806c 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -374,17 +374,22 @@ def test(**kwargs): """Run mess on test data""" # Config to add or update in configfile kwargs["input"] = snake_base(os.path.join("test_data", "minimal_test.tsv")) - if kwargs["tech"] == "nanopore": - kwargs["ratio"] = "39:24:36" - kwargs["accuracy"] = 0.99 - kwargs["model"] = "QSHMM-ONT-HQ" - - if kwargs["tech"] == "pacbio": - kwargs["ratio"] = "22:45:33" - kwargs["model"] = "QSHMM-RSII" - if kwargs["error"] == "hifi": - kwargs["accuracy"] = 0.99 - kwargs["passes"] = 3 + if kwargs["tech"] != "illumina" and kwargs["error"]: + if kwargs["tech"] == "pacbio": + kwargs["ratio"] = "22:45:33" + kwargs["model"] = "QSHMM-RSII" + if kwargs["error"] == "hifi": + kwargs["accuracy"] = 0.99 + kwargs["passes"] = 2 + + if kwargs["tech"] == "nanopore": + kwargs["ratio"] = "39:24:36" + if kwargs["error"] == "r10.4": + kwargs["accuracy"] = 0.99 + kwargs["model"] = "QSHMM-ONT-HQ" + if kwargs["error"] == "r10.3": + kwargs["accuracy"] = 0.95 + kwargs["model"] = "QSHMM-ONT" merge_config = {"args": kwargs} run_snakemake( From 0ee0bacbacb39e70cd0fe514e14ad9ea7f2b7521 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:23:27 +0200 Subject: [PATCH 315/365] added temp output --- mess/workflow/rules/processing/fastas.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index d8802bc..4ef3539 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -20,7 +20,7 @@ checkpoint split_contigs: fa=list_fastas, cov=os.path.join(dir.out.processing, "cov.tsv"), output: - tsv=os.path.join(dir.out.processing, "split.tsv"), + tsv=temp(os.path.join(dir.out.processing, "split.tsv")), dir=temp(directory(os.path.join(dir.out.base, "split"))), resources: mem_mb=config.resources.sml.mem, From 538f603ba6152df04c5b59a74b1026034e7173a7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 8 Apr 2024 15:23:37 +0200 Subject: [PATCH 316/365] removed tmpdir --- mess/workflow/rules/simulate/long_reads.smk | 3 --- 1 file changed, 3 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index 2241e86..bc80b7e 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -50,8 +50,6 @@ rule pbsim3: """ -tmpdir = os.path.join(OUTPUT, "tmp") - if PASSES > 1: rule ccs_sam_to_bam: @@ -117,7 +115,6 @@ if PASSES > 1: mem_mb=config.resources.med.mem, mem=str(config.resources.med.mem) + "MB", time=config.resources.med.time, - tmpdir=tmpdir, benchmark: os.path.join(dir.out.bench, "ccs", "{sample}", "{fasta}", "{contig}.txt") log: From 9c170c07898b0f6ab33dfd0558eed826ac4fc50f Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Apr 2024 17:43:52 +0200 Subject: [PATCH 317/365] added gh-pages workflow --- .github/workflows/build-docs.yml | 38 ++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 .github/workflows/build-docs.yml diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml new file mode 100644 index 0000000..54eaa1c --- /dev/null +++ b/.github/workflows/build-docs.yml @@ -0,0 +1,38 @@ +name: Build images / docs +on: [push] + +# Cancel if a newer run is started +concurrency: + group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} + cancel-in-progress: true + +jobs: + rich_codex: + runs-on: ubuntu-latest + steps: + - name: Check out the repo + uses: actions/checkout@v3 + + - name: Set up Python + uses: actions/setup-python@v3 + with: + python-version: 3.x + + - uses: actions/cache@v2 + with: + key: ${{ github.ref }} + path: .cache + + - name: Install requirements for docs + run: pip install mkdocs-material . + + - name: Generate terminal images with rich-codex + uses: ewels/rich-codex@v1 + with: + commit_changes: "true" + clean_img_paths: docs/imgages/*.svg + skip_git_checks: "true" + terminal_width: 85 + + - name: Build and deploy docs + run: mkdocs gh-deploy --force \ No newline at end of file From 578d2d77983731d6f09b230ed150c54114570a65 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Apr 2024 17:44:00 +0200 Subject: [PATCH 318/365] removed readthedocs --- .readthedocs.yaml | 15 --------------- 1 file changed, 15 deletions(-) delete mode 100644 .readthedocs.yaml diff --git a/.readthedocs.yaml b/.readthedocs.yaml deleted file mode 100644 index b9dd8b9..0000000 --- a/.readthedocs.yaml +++ /dev/null @@ -1,15 +0,0 @@ -# Required -version: 2 - -# Set the version of Python and other tools you might need -build: - os: "ubuntu-22.04" - tools: - python: "3.10" - -mkdocs: - configuration: mkdocs.yml - -python: - install: - - requirements: docs/requirements.txt From a12cc21289cbfb1a99480df6cbc9694593ff4d78 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Apr 2024 17:44:34 +0200 Subject: [PATCH 319/365] updated mess workflow --- docs/images/mess.svg | 4 ++++ docs/mess.png | Bin 511344 -> 0 bytes 2 files changed, 4 insertions(+) create mode 100644 docs/images/mess.svg delete mode 100644 docs/mess.png diff --git a/docs/images/mess.svg b/docs/images/mess.svg new file mode 100644 index 0000000..4af13c1 --- /dev/null +++ b/docs/images/mess.svg @@ -0,0 +1,4 @@ + + + +
seqkit 
seq
split fasta
Renamed fasta with sequence IDs
assembly_finder
Contigs split into seperate fasta 

art_illumina
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pigz
bioconvert
maf2sam
simulated
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bioconvert
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MAF 
alignments
cat
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samtools
merge
BAM
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Report 
tables
assembly summarysequence reporttaxonomy
samtools 
coverage
seqkit 
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concatenated
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seqkit 
replace
shuffled
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samtools
sort
samtools
sort & index
taxonkit
profile2cami
merged BAMs
sorted 
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meandepth
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Anonymized
reads
Biobox fomat
Fasta files
taxon
nb
cov_sim
sample
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1
10
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genomes
+
Taxons/accessions
to download
Get 
replicates
Calculate 
coverage
Community design
Genome assembly download
Fasta processing
Read simulation and processing
Input example with genome download
Input example with local genomes
Metagenome community design
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file changed, 7 deletions(-) delete mode 100644 docs/requirements.txt diff --git a/docs/requirements.txt b/docs/requirements.txt deleted file mode 100644 index a3d59f0..0000000 --- a/docs/requirements.txt +++ /dev/null @@ -1,7 +0,0 @@ -jinja2~=3.0 -markdown~=3.2 -mkdocs~=1.5.3 -mkdocs-material-extensions~=1.3 -pygments~=2.16 -pymdown-extensions~=10.2 - From 8c00040a00cbdf58e22ce7cf1f0e6cd8bb1d9f6e Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Apr 2024 17:45:02 +0200 Subject: [PATCH 321/365] updated citation --- mess/mess.CITATION | 24 +++++++++++++++++++++--- 1 file changed, 21 insertions(+), 3 deletions(-) diff --git a/mess/mess.CITATION b/mess/mess.CITATION index b9104d0..45913b2 100644 --- a/mess/mess.CITATION +++ b/mess/mess.CITATION @@ -1,9 +1,27 @@ -Please cite MeSS in your paper using this article: +Please cite MeSS and assembly_finder in your paper using this article: Please consider also citing these dependencies: -Snaketool: -https://doi.org/10.1371/journal.pcbi.1010705 +ART: +https://doi.org/10.1093/bioinformatics/btr708 + +Bioconvert: +https://doi.org/10.1093/nargab/lqad074 + +PBSIM3: +https://doi.org/10.1093/nargab/lqac092 Snakemake: https://doi.org/10.12688/f1000research.29032.1 + +Snaketool: +https://doi.org/10.1371/journal.pcbi.1010705 + +Seqkit2: +https://doi.org/10.1002/imt2.191 + +Samtools: +https://doi.org/10.1093/gigascience/giab008 + +Taxonkit: +https://doi.org/10.1016/j.jgg.2021.03.006 From 9dcb8fccc48392341f4f3932629e0e787df4a792 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Apr 2024 17:45:21 +0200 Subject: [PATCH 322/365] updated docs --- README.md | 50 ++++------------------ docs/applications.md | 16 ------- docs/citation.md | 2 + docs/commands/download.md | 11 +++++ docs/commands/run.md | 13 ++++++ docs/commands/simulate.md | 9 ++++ docs/examples.md | 2 +- docs/index.md | 33 +++++++-------- docs/input.md | 87 ++++++++++++++++++++++++++++----------- docs/install.md | 19 ++++----- docs/motivation.md | 28 +++++++++++-- docs/run.md | 5 --- mkdocs.yml | 12 +++++- 13 files changed, 164 insertions(+), 123 deletions(-) delete mode 100644 docs/applications.md create mode 100644 docs/commands/download.md create mode 100644 docs/commands/run.md create mode 100644 docs/commands/simulate.md delete mode 100644 docs/run.md diff --git a/README.md b/README.md index 5891792..f1a636a 100644 --- a/README.md +++ b/README.md @@ -1,13 +1,17 @@ -# MeSS +# Welcome to MeSS ! [![](https://img.shields.io/static/v1?label=CLI&message=Snaketool&color=blueviolet)](https://github.com/beardymcjohnface/Snaketool) -[![Documentation Status](https://readthedocs.org/projects/metagenomic-sequence-simulator-mess/badge/?version=latest)](https://metagenomic-sequence-simulator-mess.readthedocs.io/en/latest/?badge=latest) +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![version](https://img.shields.io/conda/v/bioconda/mess?label=version&color=blue)](http://bioconda.github.io/recipes/mess/README.html) [![downloads](https://img.shields.io/conda/dn/bioconda/mess.svg)](https://anaconda.org/bioconda/mess) -Metagenomic Sequence Simulator (MeSS) is a Snakemake pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. +The Metagenomic Sequence Simulator (MeSS) is a [Snakemake](https://github.com/snakemake/snakemake) pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. -For more details check [metagenomic-sequence-simulator-mess.readthedocs.io](https://metagenomic-sequence-simulator-mess.readthedocs.io) +## Overview + +MeSS takes as input NCBI taxa or local genome assemblies to generate either long (PacBio or ONT) or short (illumina) reads. In addition to reads, MeSS optionally generates bam alignment files and taxonomic profiles in [bioboxes format](https://github.com/bioboxes/rfc). + +![overview](https://raw.githubusercontent.com/metagenlab/mess/master/docs/images/mess.svg) ## Installation @@ -19,40 +23,4 @@ mamba create -n mess mess ## Usage -```sh -mess run -i -o -``` - -### Run minimal example - -```sh -mess test -``` - -## Commands - -```sh - ___ ___ _____ _____ - | \/ | / ___/ ___| - | . . | ___\ `--.\ `--. - | |\/| |/ _ \`--. \`--. \ - | | | | __/\__/ /\__/ / - \_| |_/\___\____/\____/ - -Usage: mess [OPTIONS] COMMAND [ARGS]... - - For more options, run: mess command --help - -Options: - -v, --version Show the version and exit. - -h, --help Show this message and exit. - -Commands: - run Run MeSS - download Download assemblies - simulate Simulate reads from local fastas - test Run mess on test data - hmp-template Download and simulate healthy human microbiome templates - config Copy the system default config file - citation Print the citation(s) for this tool -``` +![`mess -h`](docs/images/mess-help.svg) diff --git a/docs/applications.md b/docs/applications.md deleted file mode 100644 index b0cd4b5..0000000 --- a/docs/applications.md +++ /dev/null @@ -1,16 +0,0 @@ -## Why ? - -## When ? - -- Testing sequencing's detection limit - -Let's say, for example, you have a stahpylococcus aureus that is present at roughly 0.01% abundance, and you want to know at which sequencing depth you can detect it. With `MeSS` you can easily make samples with mixes of genomes at different abundances and sequencing depths for a selected sequencing technology. - -- Benchmarking taxonomic classifiers - -`MeSS` includes read simulators that generate gold standard bam files. This means that you know the origin of every simulated read, and thus know the true composition of the sample. This allows comparing the results of tools like [centrifuge](https://github.com/DaehwanKimLab/centrifuge) or [kraken2](https://github.com/DerrickWood/kraken2) against a ground truth dataset. - -- Testing the impact of sequencing technology on genome assembly - -Let's suppose that you have a bacterial isolate that you plan to sequence. However, you are not sure about which sequencing technology to use, at which depth, etc ... -You can use `MeSS` to easily to generate reads at different depth, with different sequencing technologies and error profiles (ONT 10.4.1, PacBio hifi, illumina miseq...). Simulated reads can be assembled, and you an evaluate the impact of sequencing variables on your assembly. diff --git a/docs/citation.md b/docs/citation.md index 8e86eed..ccd8ba0 100644 --- a/docs/citation.md +++ b/docs/citation.md @@ -1 +1,3 @@ # Citation + +![`mess citation`](docs/images/mess-citation.svg) diff --git a/docs/commands/download.md b/docs/commands/download.md new file mode 100644 index 0000000..a906593 --- /dev/null +++ b/docs/commands/download.md @@ -0,0 +1,11 @@ +Download genomes from taxa or accessions table + +## Help + +![`mess download -h`](docs/images/mess-download-help.svg) + +## Example + +```sh +mess download -i minimal_test.tsv +``` diff --git a/docs/commands/run.md b/docs/commands/run.md new file mode 100644 index 0000000..e4fa688 --- /dev/null +++ b/docs/commands/run.md @@ -0,0 +1,13 @@ +# Run + +Run all steps of the pipeline + +## Help + +![`mess run -h`](docs/images/mess-run-help.svg) + +## Example + +```sh +mess run -i -o +``` diff --git a/docs/commands/simulate.md b/docs/commands/simulate.md new file mode 100644 index 0000000..915709e --- /dev/null +++ b/docs/commands/simulate.md @@ -0,0 +1,9 @@ +## Help + +![`mess simulate -h`](docs/images/mess-simulate-help.svg) + +## Example + +```sh +mess simulate -i --asm_summary -o +``` diff --git a/docs/examples.md b/docs/examples.md index df635b4..8b13789 100644 --- a/docs/examples.md +++ b/docs/examples.md @@ -1 +1 @@ -# Examples + diff --git a/docs/index.md b/docs/index.md index b86840d..8d68602 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,27 +1,26 @@ -# Welcome to `MeSS` ! +# Welcome to MeSS ! -MeSS is a Snakemake pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. +[![](https://img.shields.io/static/v1?label=CLI&message=Snaketool&color=blueviolet)](https://github.com/beardymcjohnface/Snaketool) +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) +[![version](https://img.shields.io/conda/v/bioconda/mess?label=version&color=blue)](http://bioconda.github.io/recipes/mess/README.html) +[![downloads](https://img.shields.io/conda/dn/bioconda/mess.svg)](https://anaconda.org/bioconda/mess) + +The Metagenomic Sequence Simulator (MeSS) is a [Snakemake](https://github.com/snakemake/snakemake) pipeline, implemented using [Snaketool](https://github.com/beardymcjohnface/Snaketool), for simulating illumina, Oxford Nanopore (ONT) and Pacific Bioscience (PacBio) shotgun metagenomic samples. ## Overview -`MeSS` makes metagenomic sample generation easy ! +MeSS takes as input NCBI taxa or local genome assemblies to generate either long (PacBio or ONT) or short (illumina) reads. In addition to reads, MeSS optionally generates bam alignment files and taxonomic profiles in [bioboxes format](https://github.com/bioboxes/rfc). -It automates tasks such as community design, genome download and read simulation in parallel and in a scalable fashion. It takes as input NCBI or local genome assemblies to generate either long (PacBio or ONT) or short (illumina) reads. -In addition to fastq files, MeSS optionally generates bam files that indicate the genomic region from which the reads were sampled from. This is useful to evaluate sequencing errors and have a ground truth dataset of the samples taxonomic profile. +![overview](images/mess.svg) - +## Installation -

-image -

+[![install with bioconda](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat)](http://bioconda.github.io/recipes/mess/README.html) -- Genomes are downloaded using [`assembly_finder`](https://github.com/metagenlab/assembly_finder) +```sh +mamba create -n mess mess +``` -- Short reads (illumina) are simulated by [`art`](https://www.niehs.nih.gov/research/resources/software/biostatistics/art) -- Long reads (PacBio or ONT) are simulated by [`pbsim3`](https://github.com/yukiteruono/pbsim3) +## Usage -- Reads are shuffled using [`seqkit`](https://github.com/shenwei356/seqkit) +![`mess -h`](docs/images/mess-help.svg) diff --git a/docs/input.md b/docs/input.md index cbd0c45..851ad9b 100644 --- a/docs/input.md +++ b/docs/input.md @@ -1,10 +1,6 @@ -# `MeSS` Input +MeSS requires an input tsv file or a directory containing tsv files, specified with `--input`. -## Input - -MeSS requires an input tsv file or directory, specified with `--input`. - -### Directory +## Directory ``` 📦gut_subsets @@ -13,31 +9,72 @@ MeSS requires an input tsv file or directory, specified with `--input`. â”— 📜sample3.tsv ``` -### Input table columns +## TSV + +The tsv file requires an accession/taxon column to download genomes and a value to calculate the coverage for metagenome simulation. + +### Download table + +=== "taxon" + + | taxon | nb | + | :--------------------- | :-- | + | 1280 | 1 | + | pseudomonas_aeruginosa | 1 | + +=== "accession" + + | accession | + | :--------------------- | + | GCF_000418345.1 | + | GCF_000233495.1 | + +### Simulation table + +You can provide reads, bases, taxonomic or sequence abundance which will be converted to coverages. + +Alternatively, you can provide the coverage value directly. + +=== "coverage" + + | taxon | nb | cov_sim | + | :--------------------- | :-- | :------ | + | 1280 | 1 | 10 | + | pseudomonas_aeruginosa | 1 | 10 | + +=== "bases" + + | taxon | nb | bases | + | :--------------------- | :-- | :------- | + | 1280 | 1 | 28213610 | + | pseudomonas_aeruginosa | 1 | 62644040 | -the tsv file has to have an entry and nb headers. +=== "reads" -To set each entry's quantity, you can provide a reads, bases, coverage or abundance column. Optionally, the table can have a sample column, if not, the sample name will be the file's basename. + | taxon | nb | reads | + | :--------------------- | :-- | :----- | + | 1280 | 1 | 94045 | + | pseudomonas_aeruginosa | 1 | 208813 | -Examples: +=== "tax_abundance" -- Coverage + | taxon | nb | tax_abundance | + | :--------------------- | :-- | :----- | + | 1280 | 1 | 0.5 | + | pseudomonas_aeruginosa | 1 | 0.5 | -| entry | nb | cov_sim | -| :--------------------- | :-- | :------ | -| staphylococcus_aureus | 1 | 10 | -| pseudomonas_aeruginosa | 1 | 10 | +=== "seq_abundance" -- Bases + | taxon | nb | seq_abundance | + | :--------------------- | :-- | :----- | + | 1280 | 1 | 0.32 | + | pseudomonas_aeruginosa | 1 | 0.68 | -| entry | nb | bases | -| :--------------------- | :-- | :------- | -| staphylococcus_aureus | 1 | 28213610 | -| pseudomonas_aeruginosa | 1 | 62644040 | +### Local genomes table -- Reads +To simulate from local fasta, MeSS needs the genomes tax_ids and sequence lengths in the input table. -| entry | nb | reads | -| :--------------------- | :-- | :----- | -| staphylococcus_aureus | 1 | 94045 | -| pseudomonas_aeruginosa | 1 | 208813 | +| fasta | path | cov_sim | tax_id | total_sequence_length | +| :----- | :--------------------- | :------ | :----- | :-------------------- | +| fasta1 | /path/to/fasta1.fna.gz | 10 | taxid1 | 6666666 | +| fasta2 | /path/to/fasta2.fna.gz | 10 | taxid2 | 5555555 | diff --git a/docs/install.md b/docs/install.md index 1f55dc4..c00ecfa 100644 --- a/docs/install.md +++ b/docs/install.md @@ -1,17 +1,13 @@ -# Installation +## mamba recommended -The recommended way to install MeSS is with [mamba](https://github.com/mamba-org/mamba) - -## Mamba - -### Install mamba +Install mamba: ```sh curl -L -O "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh" bash Miniforge3-$(uname)-$(uname -m).sh ``` -### Configure channels for bioconda +Next, configure channels for bioconda: ```sh conda config --add channels defaults @@ -20,18 +16,17 @@ conda config --add channels conda-forge conda config --set channel_priority strict ``` -### Install MeSS with mamba +Next, Install mess: ```sh mamba create -n mess mess ``` -## Cloning the repo +## pip -`MeSS` cli can be installed via `pip`. +MeSS cli can be installed via pip. ```sh git clone https://github.com/metagenlab/MeSS -cd MeSS -pip install -e . +pip install -e MeSS ``` diff --git a/docs/motivation.md b/docs/motivation.md index 0d222f7..fc95d02 100644 --- a/docs/motivation.md +++ b/docs/motivation.md @@ -1,10 +1,30 @@ -## Motivation +## What ? -The intrinsic complexity of the microbiota combined with technical variability render shotgun metagenomics challenging to analyze for routine clinical or research applications. In silico data generation offers a controlled environment allowing for example to benchmark bioinformatics tools, to optimize study design, statistical power, or to validate targeted applications. This is why we developed MeSS, an easy-to-use bioconda package to simulate in silico short and long read metagenomic samples. +MeSS is a snakemake-powered cli for downloading genomes and simulating metagenomes. -## Why not just use CAMISIM ? +## Why ? -At the time, [`CAMISIM`](https://github.com/CAMI-challenge/CAMISIM) was slow and it's dependencies had to be installed by hand, so I decided to write my own tool ! +Shotgun metagenomic samples of microbiota can be a challenge to analyse. In fact, given their intrinsic complexities coupled with technical challenges in the wet-lab, it is difficult to know exactly what is truly present in the sample. Simulating such samples offers a controlled environment allowing to benchmark bioinformatics tools, optimize study design, calcuate statistical power, etc ... + +## When ? + +- Testing sequencing's detection limit + +Let's say, for example, you have a stahpylococcus aureus that is present at roughly 0.01% abundance, and you want to know at which sequencing depth you can detect it. With MeSS you can easily make samples with mixes of genomes at different abundances and sequencing depths for a selected sequencing technology. + +- Benchmarking taxonomic classifiers + +MeSS includes read simulators that generate gold standard bam files. This means that you know the origin of every simulated read, and thus know the true composition of the sample. This allows comparing the results of tools like [centrifuge](https://github.com/DaehwanKimLab/centrifuge) or [kraken2](https://github.com/DerrickWood/kraken2) against a ground truth dataset. + +- Testing the impact of sequencing technology on genome assembly + +Let's suppose that you have a bacterial isolate that you plan to sequence. However, you are not sure about which sequencing technology to use, at which depth, etc ... +You can use MeSS to easily to generate reads at different depth, with different sequencing technologies and error profiles (ONT 10.4.1, PacBio hifi, illumina miseq...). Simulated reads can be assembled, and you an evaluate the impact of sequencing variables on your assembly. + +## Alternatives + +[CAMISIM](https://github.com/CAMI-challenge/CAMISIM) is the state-of-the-art shotgun metagenomics simulator. +At the time, CAMISIM was slow and it's dependencies had to be installed by hand, so we decided to write our own tool ! ???+ warning diff --git a/docs/run.md b/docs/run.md deleted file mode 100644 index eeaec11..0000000 --- a/docs/run.md +++ /dev/null @@ -1,5 +0,0 @@ -# `MeSS` Usage - -## `mess download` - -## `mess simulate` diff --git a/mkdocs.yml b/mkdocs.yml index b8645c7..80c864a 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -18,10 +18,15 @@ theme: features: - navigation.instant - content.code.copy + - navigation.sections + - navigation.expand + markdown_extensions: - admonition - pymdownx.details - pymdownx.superfences + - pymdownx.tabbed: + alternate_style: true - pymdownx.highlight: anchor_linenums: true line_spans: __span @@ -32,11 +37,14 @@ markdown_extensions: nav: - Home: - Overview: index.md - - Motivation: applications.md + - Motivation: motivation.md - Citation: citation.md - Getting started: - Install: install.md - - Run: run.md + - Commands: + - Download: commands/download.md + - Simulate: commands/simulate.md + - Run: commands/run.md - Input: input.md - Output: output.md - Tutorials: From 66e3bf7a98e30b2c0634972ca8dc6f8f0b40737d Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 9 Apr 2024 15:46:58 +0000 Subject: [PATCH 323/365] Generate new screengrabs with rich-codex --- .../docs/images/mess-download-help.svg | 102 ++++++++++++++++++ docs/commands/docs/images/mess-run-help.svg | 102 ++++++++++++++++++ .../docs/images/mess-simulate-help.svg | 102 ++++++++++++++++++ docs/docs/images/mess-citation.svg | 102 ++++++++++++++++++ docs/docs/images/mess-help.svg | 102 ++++++++++++++++++ docs/images/mess-help.svg | 102 ++++++++++++++++++ 6 files changed, 612 insertions(+) create mode 100644 docs/commands/docs/images/mess-download-help.svg create mode 100644 docs/commands/docs/images/mess-run-help.svg create mode 100644 docs/commands/docs/images/mess-simulate-help.svg create mode 100644 docs/docs/images/mess-citation.svg create mode 100644 docs/docs/images/mess-help.svg create mode 100644 docs/images/mess-help.svg diff --git a/docs/commands/docs/images/mess-download-help.svg b/docs/commands/docs/images/mess-download-help.svg new file mode 100644 index 0000000..e4bf36b --- /dev/null +++ b/docs/commands/docs/images/mess-download-help.svg @@ -0,0 +1,102 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + $ mess download -h +Traceback (most recent call last): +  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> +    from mess.__main__ import main +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> +    @common_options +     ^^^^^^^^^^^^^^ +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options +    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), +                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ +  File "<frozen os>", line 685, in __getitem__ +KeyError: 'CONDA_PREFIX' + + + + diff --git a/docs/commands/docs/images/mess-run-help.svg b/docs/commands/docs/images/mess-run-help.svg new file mode 100644 index 0000000..e0dfcdf --- /dev/null +++ b/docs/commands/docs/images/mess-run-help.svg @@ -0,0 +1,102 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + $ mess run -h +Traceback (most recent call last): +  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> +    from mess.__main__ import main +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> +    @common_options +     ^^^^^^^^^^^^^^ +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options +    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), +                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ +  File "<frozen os>", line 685, in __getitem__ +KeyError: 'CONDA_PREFIX' + + + + diff --git a/docs/commands/docs/images/mess-simulate-help.svg b/docs/commands/docs/images/mess-simulate-help.svg new file mode 100644 index 0000000..5d4ba7a --- /dev/null +++ b/docs/commands/docs/images/mess-simulate-help.svg @@ -0,0 +1,102 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + $ mess simulate -h +Traceback (most recent call last): +  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> +    from mess.__main__ import main +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> +    @common_options +     ^^^^^^^^^^^^^^ +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options +    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), +                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ +  File "<frozen os>", line 685, in __getitem__ +KeyError: 'CONDA_PREFIX' + + + + diff --git a/docs/docs/images/mess-citation.svg b/docs/docs/images/mess-citation.svg new file mode 100644 index 0000000..1914b63 --- /dev/null +++ b/docs/docs/images/mess-citation.svg @@ -0,0 +1,102 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + $ mess citation +Traceback (most recent call last): +  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> +    from mess.__main__ import main +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> +    @common_options +     ^^^^^^^^^^^^^^ +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options +    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), +                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ +  File "<frozen os>", line 685, in __getitem__ +KeyError: 'CONDA_PREFIX' + + + + diff --git a/docs/docs/images/mess-help.svg b/docs/docs/images/mess-help.svg new file mode 100644 index 0000000..4765515 --- /dev/null +++ b/docs/docs/images/mess-help.svg @@ -0,0 +1,102 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + $ mess -h +Traceback (most recent call last): +  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> +    from mess.__main__ import main +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> +    @common_options +     ^^^^^^^^^^^^^^ +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options +    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), +                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ +  File "<frozen os>", line 685, in __getitem__ +KeyError: 'CONDA_PREFIX' + + + + diff --git a/docs/images/mess-help.svg b/docs/images/mess-help.svg new file mode 100644 index 0000000..4765515 --- /dev/null +++ b/docs/images/mess-help.svg @@ -0,0 +1,102 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + $ mess -h +Traceback (most recent call last): +  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> +    from mess.__main__ import main +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> +    @common_options +     ^^^^^^^^^^^^^^ +  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options +    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), +                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ +  File "<frozen os>", line 685, in __getitem__ +KeyError: 'CONDA_PREFIX' + + + + From 97cdb70985a8a842275f070e97c27452488d1ee7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 9 Apr 2024 19:07:21 +0200 Subject: [PATCH 324/365] revert to old conda-prefix --- mess/util.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/util.py b/mess/util.py index 8add7ba..235fe55 100644 --- a/mess/util.py +++ b/mess/util.py @@ -66,7 +66,7 @@ def common_options(func): ), click.option( "--conda-prefix", - default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), + default=snake_base(os.path.join("workflow", "conda")), help="Define conda env directory", type=click.Path(), show_default=False, From f51f5a091a0f25a46f56666cfd9e45882a2095f0 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 9 Apr 2024 17:08:56 +0000 Subject: [PATCH 325/365] Generate new screengrabs with rich-codex --- .../docs/images/mess-download-help.svg | 266 ++++++++-- docs/commands/docs/images/mess-run-help.svg | 498 ++++++++++++++++-- .../docs/images/mess-simulate-help.svg | 390 ++++++++++++-- docs/docs/images/mess-citation.svg | 150 ++++-- docs/docs/images/mess-help.svg | 180 +++++-- docs/images/mess-help.svg | 180 +++++-- 6 files changed, 1406 insertions(+), 258 deletions(-) diff --git a/docs/commands/docs/images/mess-download-help.svg b/docs/commands/docs/images/mess-download-help.svg index e4bf36b..ccee19f 100644 --- a/docs/commands/docs/images/mess-download-help.svg +++ b/docs/commands/docs/images/mess-download-help.svg @@ -1,4 +1,4 @@ - + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - $ mess download -h -Traceback (most recent call last): -  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> -    from mess.__main__ import main -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> -    @common_options -     ^^^^^^^^^^^^^^ -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options -    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), -                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ -  File "<frozen os>", line 685, in __getitem__ -KeyError: 'CONDA_PREFIX' + + $ mess download -h + +Usage:mess download [OPTIONS] [SNAKE_ARGS]...                                       + + Download genomes                                                                     + +╭─ Common options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│*--input-i  Input file/directory (TEXT)[required]│ +│--output-o  Output directory (PATH)[default: mess_out]│ +│--threads      Number of threads to use (INTEGER)[default: 1]│ +│--help-h  Show this message and exit.                                     â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Download options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--api-key              NCBI api-key (TEXT)│ +│--limit                Limit number of genomes per query (INTEGER)│ +│--compressed           Download compressed files [default: True]│ +│--include              Comma seperated files to download :                        â”‚ +│                        genome,rna,protein,cds,gff3,gtf,gbff,seq-report,none       â”‚ +│(TEXT)                                                    â”‚ +│[default: genome,seq-report]                              â”‚ +│--source               Download from refseq or genbank or both                    â”‚ +│(refseq|genbank|all)                   â”‚ +│[default: all]                         â”‚ +│--taxon/--accession    Are queries taxa names or accession [default: taxon]│ +│--reference            Limit to reference and representative genomes              â”‚ +│[default: False]                             â”‚ +│--assembly-level       Comma seperated list of assembly level:                    â”‚ +│                        complete,chromosome,scaffold,contig                        â”‚ +│(TEXT)                                                    â”‚ +│--annotated            Select annotated genomes only [default: False]│ +│--atypical             Exclude atypical genomes [default: True]│ +│--mag                  Exclude, include or limit to metagenome assembled genomes  â”‚ +│(exclude|all|only)                                       â”‚ +│[default: all]                                           â”‚ +│--rank                 taxonomic rank to filter by assemblies                     â”‚ +│(superkingdom|phylum|class|order|family|genus|species)│ +│--nrank                Number of genomes per taxonomic rank (INTEGER)│ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Snakemake options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--configfile                  Custom config file [default:                        â”‚ +│                               (outputDir)/config.yaml]                            â”‚ +│(TEXT)                                             â”‚ +│--profile                     Snakemake profile to use (TEXT)│ +│--use-conda/--no-use-conda    Use conda for Snakemake rules [default: use-conda]│ +│--conda-prefix                Define conda env directory (PATH)│ +│--snake-default               Customise Snakemake runtime args                    â”‚ +│(TEXT)                                             â”‚ +│[default: --printshellcmds, --nolock,              â”‚ +│--show-failed-logs]                                â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ + +  downloads genomes from entries in input table(s) mess download ...  EXAMPLES: mess  + download -i [input] -o [output]                                                      + + diff --git a/docs/commands/docs/images/mess-run-help.svg b/docs/commands/docs/images/mess-run-help.svg index e0dfcdf..0159f4b 100644 --- a/docs/commands/docs/images/mess-run-help.svg +++ b/docs/commands/docs/images/mess-run-help.svg @@ -1,4 +1,4 @@ - + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - $ mess run -h -Traceback (most recent call last): -  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> -    from mess.__main__ import main -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> -    @common_options -     ^^^^^^^^^^^^^^ -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options -    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), -                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ -  File "<frozen os>", line 685, in __getitem__ -KeyError: 'CONDA_PREFIX' + + $ mess run -h + +Usage:mess run [OPTIONS] [SNAKE_ARGS]...                                            + + Run MeSS workflow: download and simulate commands                                    + +╭─ Common options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│*--input-i  Input sample sheet(s) (TEXT)[required]│ +│--output-o  Output directory (PATH)[default: mess_out]│ +│--threads      Number of threads to use (INTEGER)[default: 1]│ +│--help-h  Show this message and exit.                                     â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Download options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--api-key              NCBI api-key (TEXT)│ +│--limit                Limit number of genomes per query (INTEGER)│ +│--compressed           Download compressed files [default: True]│ +│--include              Comma seperated files to download :                        â”‚ +│                        genome,rna,protein,cds,gff3,gtf,gbff,seq-report,none       â”‚ +│(TEXT)                                                    â”‚ +│[default: genome,seq-report]                              â”‚ +│--source               Download from refseq or genbank or both                    â”‚ +│(refseq|genbank|all)                   â”‚ +│[default: all]                         â”‚ +│--taxon/--accession    Are queries taxa names or accession [default: taxon]│ +│--reference            Limit to reference and representative genomes              â”‚ +│[default: False]                             â”‚ +│--assembly-level       Comma seperated list of assembly level:                    â”‚ +│                        complete,chromosome,scaffold,contig                        â”‚ +│(TEXT)                                                    â”‚ +│--annotated            Select annotated genomes only [default: False]│ +│--atypical             Exclude atypical genomes [default: True]│ +│--mag                  Exclude, include or limit to metagenome assembled genomes  â”‚ +│(exclude|all|only)                                       â”‚ +│[default: all]                                           â”‚ +│--rank                 taxonomic rank to filter by assemblies                     â”‚ +│(superkingdom|phylum|class|order|family|genus|species)│ +│--nrank                Number of genomes per taxonomic rank (INTEGER)│ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Simulators options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--tech        Sequencing technology (illumina|pacbio|nanopore)│ +│[default: illumina]  â”‚ +│--bases       Per sample base counts (ignored when coverage is set) (TEXT)│ +│[default: 1G]                                        â”‚ +│--tool        Which simulator to use (art|pbsim3)[default: art]│ +│--error       Simulator error profile (TEXT)│ +│--mean-len    Mean read length for long and short read sequencing (INTEGER)│ +│--bam         Generate gold standard bam files [default: False]│ +│--seed        Seed for pseudo random number generator (INTEGER)[default: 42]│ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ ART illumina options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--custom-err    Path to art custom error profile basename (TEXT)│ +│--paired        Illumina reads pairing [default: True]│ +│--frag-len      Fragment length for paired short read sequencing (INTEGER)│ +│[default: 200]                                  â”‚ +│--frag-sd       Fragment length standard deviation for paired short read          â”‚ +│                 sequencing                                                        â”‚ +│(INTEGER)                                                        â”‚ +│[default: 10]                                                    â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ PBSIM3 options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--model       PBSIM3 sequencing error model (TEXT)│ +│--ratio       PBSIM3 substitution, insertion and deletion ratio (TEXT)│ +│--accuracy    Mean accuracy for long read sequencing (FLOAT)[default: 0.85]│ +│--passes      Nmber of passes for pacbio multipass sequencing (2 or more for      â”‚ +│               hifi)                                                               â”‚ +│(INTEGER)                                                          â”‚ +│[default: 1]                                                       â”‚ +│--min-len     Minimum read length for long read sequencing (INTEGER)│ +│[default: 100]                              â”‚ +│--max-len     Maximum read length for long read sequencing (INTEGER)│ +│[default: 1000000]                          â”‚ +│--sd-len      Standard read length deviation for long read sequencing (INTEGER)│ +│[default: 7000]                                        â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Replicates options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--replicates    Number of replicates per sample (INTEGER)[default: 1]│ +│--rep-sd        Standard deviation between replicate coverages (0: no deviation)  â”‚ +│(INTEGER)                                                       â”‚ +│[default: 0]                                                    â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Abundance distribution options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--dist     Sample taxonomic abundances from a distribution (none|lognormal|even)│ +│[default: none]                                â”‚ +│--mu       Mu of lognormal dist (INTEGER)│ +│--sigma    Sigma of lognormal dist (INTEGER)│ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Skip options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--skip-shuffle    Skip fastq shuffling                                            â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Snakemake options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--configfile                  Custom config file [default:                        â”‚ +│                               (outputDir)/config.yaml]                            â”‚ +│(TEXT)                                             â”‚ +│--profile                     Snakemake profile to use (TEXT)│ +│--use-conda/--no-use-conda    Use conda for Snakemake rules [default: use-conda]│ +│--conda-prefix                Define conda env directory (PATH)│ +│--snake-default               Customise Snakemake runtime args                    â”‚ +│(TEXT)                                             â”‚ +│[default: --printshellcmds, --nolock,              â”‚ +│--show-failed-logs]                                â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ + +  CLUSTER EXECUTION: mess run ... --profile [profile] For information on Snakemake    + profiles see:                                                                        + https://snakemake.readthedocs.io/en/stable/executing/cli.html#profiles  RUN          + EXAMPLES: Required:           mess run --input [file] Specify threads:    mess run   + ... --threads [threads] Disable conda:      mess run ... --no-use-conda  Change      + defaults:    mess run ... --snake-default="-k--nolock" Add Snakemake args: mess     + run ... --dry-run--keep-going--touch Specify targets:    mess run ... all          + print_targets Available targets:     all             Run everything (default)        + print_targets   List available targets                                               + + diff --git a/docs/commands/docs/images/mess-simulate-help.svg b/docs/commands/docs/images/mess-simulate-help.svg index 5d4ba7a..63a022d 100644 --- a/docs/commands/docs/images/mess-simulate-help.svg +++ b/docs/commands/docs/images/mess-simulate-help.svg @@ -1,4 +1,4 @@ - + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - $ mess simulate -h -Traceback (most recent call last): -  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> -    from mess.__main__ import main -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> -    @common_options -     ^^^^^^^^^^^^^^ -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options -    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), -                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ -  File "<frozen os>", line 685, in __getitem__ -KeyError: 'CONDA_PREFIX' + + $ mess simulate -h + +Usage:mess simulate [OPTIONS] [SNAKE_ARGS]...                                       + + Simulate fastq from local genomes                                                    + +╭─ Common options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│*--input-i  path to sample sheet(s) (TEXT)[required]│ +│--output-o  Output directory (PATH)[default: mess_out]│ +│--threads      Number of threads to use (INTEGER)[default: 1]│ +│--help-h  Show this message and exit.                                     â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Mess simulate options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│*--asm-summary    Path to assembly summary table (contains tax_id, genome_size, â”‚ +│                     path to fasta)                                                â”‚ +│(TEXT)                                                       â”‚ +│[required]                                                   â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Simulators options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--tech        Sequencing technology (illumina|pacbio|nanopore)│ +│[default: illumina]  â”‚ +│--bases       Per sample base counts (ignored when coverage is set) (TEXT)│ +│[default: 1G]                                        â”‚ +│--tool        Which simulator to use (art|pbsim3)[default: art]│ +│--error       Simulator error profile (TEXT)│ +│--mean-len    Mean read length for long and short read sequencing (INTEGER)│ +│--bam         Generate gold standard bam files [default: False]│ +│--seed        Seed for pseudo random number generator (INTEGER)[default: 42]│ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ ART illumina options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--custom-err    Path to art custom error profile basename (TEXT)│ +│--paired        Illumina reads pairing [default: True]│ +│--frag-len      Fragment length for paired short read sequencing (INTEGER)│ +│[default: 200]                                  â”‚ +│--frag-sd       Fragment length standard deviation for paired short read          â”‚ +│                 sequencing                                                        â”‚ +│(INTEGER)                                                        â”‚ +│[default: 10]                                                    â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ PBSIM3 options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--model       PBSIM3 sequencing error model (TEXT)│ +│--ratio       PBSIM3 substitution, insertion and deletion ratio (TEXT)│ +│--accuracy    Mean accuracy for long read sequencing (FLOAT)[default: 0.85]│ +│--passes      Nmber of passes for pacbio multipass sequencing (2 or more for      â”‚ +│               hifi)                                                               â”‚ +│(INTEGER)                                                          â”‚ +│[default: 1]                                                       â”‚ +│--min-len     Minimum read length for long read sequencing (INTEGER)│ +│[default: 100]                              â”‚ +│--max-len     Maximum read length for long read sequencing (INTEGER)│ +│[default: 1000000]                          â”‚ +│--sd-len      Standard read length deviation for long read sequencing (INTEGER)│ +│[default: 7000]                                        â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Replicates options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--replicates    Number of replicates per sample (INTEGER)[default: 1]│ +│--rep-sd        Standard deviation between replicate coverages (0: no deviation)  â”‚ +│(INTEGER)                                                       â”‚ +│[default: 0]                                                    â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Abundance distribution options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--dist     Sample taxonomic abundances from a distribution (none|lognormal|even)│ +│[default: none]                                â”‚ +│--mu       Mu of lognormal dist (INTEGER)│ +│--sigma    Sigma of lognormal dist (INTEGER)│ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Skip options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--skip-shuffle    Skip fastq shuffling                                            â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Snakemake options â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--configfile                  Custom config file [default:                        â”‚ +│                               (outputDir)/config.yaml]                            â”‚ +│(TEXT)                                             â”‚ +│--profile                     Snakemake profile to use (TEXT)│ +│--use-conda/--no-use-conda    Use conda for Snakemake rules [default: use-conda]│ +│--conda-prefix                Define conda env directory (PATH)│ +│--snake-default               Customise Snakemake runtime args                    â”‚ +│(TEXT)                                             â”‚ +│[default: --printshellcmds, --nolock,              â”‚ +│--show-failed-logs]                                â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ + +  simulate reads from local fasta mess simulate ...  EXAMPLES: mess simulate -i + [input] -o [output] --asm-summary [asm_summary] --tech [tech]                        + + diff --git a/docs/docs/images/mess-citation.svg b/docs/docs/images/mess-citation.svg index 1914b63..dc0102d 100644 --- a/docs/docs/images/mess-citation.svg +++ b/docs/docs/images/mess-citation.svg @@ -1,4 +1,4 @@ - + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - $ mess citation -Traceback (most recent call last): -  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> -    from mess.__main__ import main -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> -    @common_options -     ^^^^^^^^^^^^^^ -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options -    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), -                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ -  File "<frozen os>", line 685, in __getitem__ -KeyError: 'CONDA_PREFIX' + + $ mess citation +Please cite MeSS and assembly_finder in your paper using this article: + + +Please consider also citing these dependencies: +ART: +https://doi.org/10.1093/bioinformatics/btr708 + +Bioconvert: +https://doi.org/10.1093/nargab/lqad074 + +PBSIM3: +https://doi.org/10.1093/nargab/lqac092 + +Snakemake: +https://doi.org/10.12688/f1000research.29032.1 + +Snaketool: +https://doi.org/10.1371/journal.pcbi.1010705 + +Seqkit2: +https://doi.org/10.1002/imt2.191 + +Samtools: +https://doi.org/10.1093/gigascience/giab008 + +Taxonkit: +https://doi.org/10.1016/j.jgg.2021.03.006 diff --git a/docs/docs/images/mess-help.svg b/docs/docs/images/mess-help.svg index 4765515..844ce41 100644 --- a/docs/docs/images/mess-help.svg +++ b/docs/docs/images/mess-help.svg @@ -1,4 +1,4 @@ - + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - $ mess -h -Traceback (most recent call last): -  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> -    from mess.__main__ import main -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> -    @common_options -     ^^^^^^^^^^^^^^ -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options -    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), -                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ -  File "<frozen os>", line 685, in __getitem__ -KeyError: 'CONDA_PREFIX' + + $ mess -h + +Usage:mess [OPTIONS] COMMAND [ARGS]...                                              + + + ___  ___     _____ _____                                                             + |  \/  |    /  ___/  ___|                                                            + | .  . | ___\ `--.\ `--.                                                             + | |\/| |/ _ \`--. \`--. \                                                            + | |  | |  __/\__/ /\__/ /                                                            + \_|  |_/\___\____/\____/                                                             + + For more options:                                                                    +mess [command] --help + +╭─ Help â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--help-h  Show this message and exit.                                        â”‚ +│--version-v  Show the version and exit.                                         â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Main usage â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│run                        Run MeSS workflow: download and simulate commands     â”‚ +│download                   Download genomes                                      â”‚ +│simulate                   Simulate fastq from local genomes                     â”‚ +│hmp-template               Download and simulate healthy human microbiome        â”‚ +│ templates                                             â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Config/Test â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│config                     Copy the system default config file                   â”‚ +│test                       Run mess on test data                                 â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Cite â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│citation                   Print the citation(s) for this tool                   â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ + diff --git a/docs/images/mess-help.svg b/docs/images/mess-help.svg index 4765515..844ce41 100644 --- a/docs/images/mess-help.svg +++ b/docs/images/mess-help.svg @@ -1,4 +1,4 @@ - + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - $ mess -h -Traceback (most recent call last): -  File "/opt/hostedtoolcache/Python/3.12.2/x64/bin/mess", line 5, in <module> -    from mess.__main__ import main -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/__main__.py", line 275, in <module> -    @common_options -     ^^^^^^^^^^^^^^ -  File "/opt/hostedtoolcache/Python/3.12.2/x64/lib/python3.12/site-packages/mess/util.py", line 69, in common_options -    default=os.path.join(os.environ["CONDA_PREFIX"], "envs"), -                         ~~~~~~~~~~^^^^^^^^^^^^^^^^ -  File "<frozen os>", line 685, in __getitem__ -KeyError: 'CONDA_PREFIX' + + $ mess -h + +Usage:mess [OPTIONS] COMMAND [ARGS]...                                              + + + ___  ___     _____ _____                                                             + |  \/  |    /  ___/  ___|                                                            + | .  . | ___\ `--.\ `--.                                                             + | |\/| |/ _ \`--. \`--. \                                                            + | |  | |  __/\__/ /\__/ /                                                            + \_|  |_/\___\____/\____/                                                             + + For more options:                                                                    +mess [command] --help + +╭─ Help â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│--help-h  Show this message and exit.                                        â”‚ +│--version-v  Show the version and exit.                                         â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Main usage â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│run                        Run MeSS workflow: download and simulate commands     â”‚ +│download                   Download genomes                                      â”‚ +│simulate                   Simulate fastq from local genomes                     â”‚ +│hmp-template               Download and simulate healthy human microbiome        â”‚ +│ templates                                             â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Config/Test â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│config                     Copy the system default config file                   â”‚ +│test                       Run mess on test data                                 â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ +╭─ Cite â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â”€â•® +│citation                   Print the citation(s) for this tool                   â”‚ +╰───────────────────────────────────────────────────────────────────────────────────╯ + From f8544fab2db5c9d57f6c69c1e2665c9796de2f75 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 09:43:44 +0200 Subject: [PATCH 326/365] renamed abundance and proportion columns --- mess/workflow/rules/processing/reads.smk | 4 +-- mess/workflow/scripts/calculate_cov.py | 40 ++++++++++++------------ mess/workflow/scripts/replicates.py | 2 +- 3 files changed, 23 insertions(+), 23 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 8741437..7cbfac8 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -136,8 +136,8 @@ rule get_tax_profile: cov_df.rename(columns={"#rname": "contig"}, inplace=True) merge_df = tax_df.merge(cov_df) df = merge_df.groupby("tax_id")["meandepth"].mean().reset_index() - df["abundance"] = df["meandepth"] / df["meandepth"].sum() - df[["tax_id", "abundance"]].to_csv( + df["tax_abundance"] = df["meandepth"] / df["meandepth"].sum() + df[["tax_id", "tax_abundance"]].to_csv( output[0], sep="\t", header=False, index=False ) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 88ee1d7..7e9f2b3 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -14,7 +14,7 @@ def get_lognormal_dist(df, mu, sigma): function for simulating lognormal sequence distribution """ df["lognormal"] = np.random.lognormal(mean=mu, sigma=sigma, size=len(df)) - df["abundance"] = df["lognormal"] / df["lognormal"].sum() + df["tax_abundance"] = df["lognormal"] / df["lognormal"].sum() return df @@ -26,7 +26,7 @@ def get_even_dist(df, cols): df[cols] .value_counts(normalize=True) .reset_index() - .rename(columns={"proportion": "abundance"}, inplace=True) + .rename(columns={"seq_abundance": "tax_abundance"}, inplace=True) ) return df.merge(abundances) @@ -64,61 +64,61 @@ def get_even_dist(df, cols): "sum" ) df["sum_cov"] = bases / df["sum_seq_length"] - df["cov_sim"] = df["sum_cov"] * df["abundance"] + df["cov_sim"] = df["sum_cov"] * df["tax_abundance"] elif snakemake.params.dist == "lognormal": df = get_lognormal_dist(df, snakemake.params.mu, snakemake.params.sigma) - df["bases"] = df["proportion"] * bases + df["bases"] = df["seq_abundance"] * bases df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") - df["abundance"] = df["cov_sim"] / df["sum_cov"] + df["tax_abundance"] = df["cov_sim"] / df["sum_cov"] df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["proportion"] = df["bases"] / df["sum_bases"] + df["seq_abundance"] = df["bases"] / df["sum_bases"] else: - if "abundance" in entry_df.columns: + if "tax_abundance" in entry_df.columns: df["sum_seq_length"] = df.groupby("samplename")[ "total_sequence_length" ].transform("sum") df["sum_cov"] = bases / df["sum_seq_length"] - df["cov_sim"] = df["sum_cov"] * df["abundance"] + df["cov_sim"] = df["sum_cov"] * df["tax_abundance"] df["bases"] = df["cov_sim"] * df["total_sequence_length"] df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") - df["proportion"] = df["bases"] / df["sum_bases"] + df["seq_abundance"] = df["bases"] / df["sum_bases"] df["reads"] = df["bases"] / (snakemake.params.read_len * p) - if "proportion" in entry_df.columns: - df["bases"] = df["proportion"] * bases + if "seq_abundance" in entry_df.columns: + df["bases"] = df["seq_abundance"] * bases df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") - df["abundance"] = df["cov_sim"] / df["sum_cov"] + df["tax_abundance"] = df["cov_sim"] / df["sum_cov"] if "reads" in entry_df.columns: df["bases"] = df["reads"] * (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") - df["proportion"] = df["bases"] / df["sum_bases"] + df["seq_abundance"] = df["bases"] / df["sum_bases"] df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") - df["abundance"] = df["cov_sim"] / df["sum_cov"] + df["tax_abundance"] = df["cov_sim"] / df["sum_cov"] if "bases" in entry_df.columns: df["reads"] = df["bases"] / (snakemake.params.read_len * p) df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") - df["proportion"] = df["bases"] / df["sum_bases"] + df["seq_abundance"] = df["bases"] / df["sum_bases"] df["cov_sim"] = df["bases"] / df["total_sequence_length"] df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") - df["abundance"] = df["cov_sim"] / df["sum_cov"] + df["tax_abundance"] = df["cov_sim"] / df["sum_cov"] elif "cov_sim" in entry_df.columns: df["sum_cov"] = df.groupby("samplename")["cov_sim"].transform("sum") - df["abundance"] = df["cov_sim"] / df["sum_cov"] + df["tax_abundance"] = df["cov_sim"] / df["sum_cov"] df["bases"] = df["cov_sim"] * df["total_sequence_length"] df["sum_bases"] = df.groupby("samplename")["bases"].transform("sum") df["reads"] = df["bases"] / (snakemake.params.read_len * p) - df["proportion"] = df["bases"] / df["sum_bases"] + df["seq_abundance"] = df["bases"] / df["sum_bases"] if "fasta" not in df.columns: df["fasta"] = df["accession"] @@ -134,9 +134,9 @@ def get_even_dist(df, cols): "number_of_contigs", "reads", "bases", - "proportion", + "seq_abundance", "cov_sim", - "abundance", + "tax_abundance", "seed", ] df = df.astype( diff --git a/mess/workflow/scripts/replicates.py b/mess/workflow/scripts/replicates.py index 68b987c..9cb93ca 100644 --- a/mess/workflow/scripts/replicates.py +++ b/mess/workflow/scripts/replicates.py @@ -18,7 +18,7 @@ for sample, rep in zip(samples_df["sample"], samples_df["rep"]) ] samples_df.drop(["sample", "rep"], axis=1, inplace=True) -accepted_cols = ["abundance", "proportion", "reads", "bases", "cov_sim"] +accepted_cols = ["tax_abundance", "seq_abundance", "reads", "bases", "cov_sim"] for col in accepted_cols: try: From d61ce847bac28784a963a7ec09265af373523dd7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 09:45:44 +0200 Subject: [PATCH 327/365] build docs when push on main --- .github/workflows/build-docs.yml | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml index 54eaa1c..074ac12 100644 --- a/.github/workflows/build-docs.yml +++ b/.github/workflows/build-docs.yml @@ -1,6 +1,9 @@ name: Build images / docs -on: [push] - +on: + push: + branches: + - master + - main # Cancel if a newer run is started concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} @@ -27,7 +30,7 @@ jobs: run: pip install mkdocs-material . - name: Generate terminal images with rich-codex - uses: ewels/rich-codex@v1 + uses: ewels/rich-codex@v1 with: commit_changes: "true" clean_img_paths: docs/imgages/*.svg @@ -35,4 +38,4 @@ jobs: terminal_width: 85 - name: Build and deploy docs - run: mkdocs gh-deploy --force \ No newline at end of file + run: mkdocs gh-deploy --force From 49b2c25c3a4dcaeed3a92834b235ec41e31b3e79 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 16:45:50 +0200 Subject: [PATCH 328/365] renamed workflow image --- README.md | 2 +- docs/images/{mess.svg => workflow.svg} | 0 docs/index.md | 2 +- 3 files changed, 2 insertions(+), 2 deletions(-) rename docs/images/{mess.svg => workflow.svg} (100%) diff --git a/README.md b/README.md index f1a636a..f6aa347 100644 --- a/README.md +++ b/README.md @@ -11,7 +11,7 @@ The Metagenomic Sequence Simulator (MeSS) is a [Snakemake](https://github.com/sn MeSS takes as input NCBI taxa or local genome assemblies to generate either long (PacBio or ONT) or short (illumina) reads. In addition to reads, MeSS optionally generates bam alignment files and taxonomic profiles in [bioboxes format](https://github.com/bioboxes/rfc). -![overview](https://raw.githubusercontent.com/metagenlab/mess/master/docs/images/mess.svg) +![overview](docs/images/workflow.svg) ## Installation diff --git a/docs/images/mess.svg b/docs/images/workflow.svg similarity index 100% rename from docs/images/mess.svg rename to docs/images/workflow.svg diff --git a/docs/index.md b/docs/index.md index 8d68602..f6aa347 100644 --- a/docs/index.md +++ b/docs/index.md @@ -11,7 +11,7 @@ The Metagenomic Sequence Simulator (MeSS) is a [Snakemake](https://github.com/sn MeSS takes as input NCBI taxa or local genome assemblies to generate either long (PacBio or ONT) or short (illumina) reads. In addition to reads, MeSS optionally generates bam alignment files and taxonomic profiles in [bioboxes format](https://github.com/bioboxes/rfc). -![overview](images/mess.svg) +![overview](docs/images/workflow.svg) ## Installation From 8a16e68de1bf8e15f75ddf89516bb4a1ddd2525d Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 16:54:10 +0200 Subject: [PATCH 329/365] added local fasta path option --- mess/__main__.py | 27 +++++++++++-------- mess/workflow/Snakefile | 5 +++- mess/workflow/rules/preflight/functions.smk | 11 +++----- mess/workflow/rules/processing/coverages.smk | 1 + mess/workflow/scripts/calculate_cov.py | 28 +++++++++++++++++--- mess/workflow/simulate.smk | 5 +++- 6 files changed, 53 insertions(+), 24 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index a53806c..85aa3a4 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -54,7 +54,7 @@ ) mess_simulate_options = ( { - "name": "Simulators options", + "name": "Common simulators options", "options": [ "--tech", "--bases", @@ -66,11 +66,11 @@ ], }, { - "name": "ART illumina options", + "name": "art_illumina options", "options": ["--custom-err", "--paired", "--frag-len", "--frag-sd"], }, { - "name": "PBSIM3 options", + "name": "pbsim3 options", "options": [ "--model", "--ratio", @@ -99,8 +99,8 @@ ) mess_local_sim_options = ( { - "name": "Mess simulate options", - "options": ["--asm-summary"], + "name": "Local genomes options", + "options": ["--asm-summary", "--fasta"], }, ) @@ -245,7 +245,9 @@ def cli(): mess simulate ... \b EXAMPLES: -mess simulate -i [input] -o [output] --asm-summary [asm_summary] --tech [tech] +mess simulate -i [input] --tech [tech] --fasta [fasta-dir] -o [output] +or +mess simulate -i [input] --tech [tech] --asm-summary [asm-summary] -o [output] """ help_test = """ \b @@ -320,19 +322,23 @@ def download( help_option_names=["-h", "--help"], ignore_unknown_options=True ), ) -@click.option("-i", "--input", help="path to sample sheet(s)", type=str, required=True) +@click.option("-i", "--input", help="Path to sample sheet(s)", type=str, required=True) @sim_options @click.option( "--asm-summary", - help="Path to assembly summary table (contains tax_id, genome_size, path to fasta)", + help="Summary table with genome sizes, fasta paths, contig counts...", + type=str, +) +@click.option( + "--fasta", + help="Path to local fasta directory", type=str, - required=True, ) @common_options def simulate( **kwargs, ): - """Simulate fastq from local genomes""" + """Simulate reads from local fastas""" if kwargs["tech"] != "illumina" and kwargs["error"]: if kwargs["tech"] == "pacbio": kwargs["ratio"] = "22:45:33" @@ -350,7 +356,6 @@ def simulate( kwargs["accuracy"] = 0.95 kwargs["model"] = "QSHMM-ONT" - """Simulate reads from local fastas""" # Config to add or update in configfile merge_config = {"args": kwargs} run_snakemake( diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 3b117d4..45a57cb 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -63,9 +63,12 @@ SAMPLES = parse_samples(INPUT, REPLICATES) SEED = config.args.seed REP_SD = config.args.rep_sd +# fasta paths options +FASTA = config.args.asm_summary +ASM_SUMMARY = config.args.asm_summary + # coverage options SEQ_TECH = config.args.tech -ASM_SUMMARY = config.args.asm_summary BASES = config.args.bases PAIRED = config.args.paired diff --git a/mess/workflow/rules/preflight/functions.smk b/mess/workflow/rules/preflight/functions.smk index 0682e58..3f7262a 100644 --- a/mess/workflow/rules/preflight/functions.smk +++ b/mess/workflow/rules/preflight/functions.smk @@ -32,12 +32,6 @@ def list_reads(wildcards): return reads -def list_files(indir, extensions): - extensions = extensions.split(",") - files = [glob.glob(f"{indir}/*.{e}") for e in extensions] - return list(chain.from_iterable(files)) - - def parse_samples(indir, replicates): if os.path.isfile(indir): files = [indir] @@ -102,7 +96,10 @@ def get_asm_summary(wildcards): checkpoints.download_assemblies.get(**wildcards).output[0] ) except AttributeError: - table = os.path.abspath(ASM_SUMMARY) + if FASTA and not ASM_SUMMARY: + table = os.path.join(dir.out.processing, "seqkit_stats.tsv") + else: + table = ASM_SUMMARY return table diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index d7f9602..d00278a 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -24,6 +24,7 @@ checkpoint calculate_coverage: output: temp(os.path.join(dir.out.processing, "cov.tsv")), params: + fa=FASTA, dist=DIST, mu=MU, sigma=SIGMA, diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 7e9f2b3..9868a3f 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -2,7 +2,8 @@ import numpy as np from humanfriendly import parse_size import random - +import os +import glob """ Functions @@ -48,9 +49,28 @@ def get_even_dist(df, cols): # Get table with assembly genomsizes and their taxonomy -entry_df = pd.read_csv(snakemake.input.df, sep="\t") -asm_df = pd.read_csv(snakemake.input.asm, sep="\t") +if snakemake.params.fa: + entry_df = pd.read_csv(snakemake.input.df, sep="\t") + entry_df["path"] = [ + glob.glob(os.path.join(snakemake.params.fa, f"{fa}*"))[0] + for fa in entry_df["fasta"] + ] + asm_df = pd.read_csv(snakemake.input.asm, sep="\t") + asm_df.rename( + columns={ + "file": "path", + "sum_len": "total_sequence_length", + "num_seqs": "number_of_contigs", + }, + inplace=True, + ) + +else: + asm_df = pd.read_csv(snakemake.input.asm, sep="\t") + entry_df = pd.read_csv(snakemake.input.df, sep="\t") + + same_cols = list(np.intersect1d(entry_df.columns, asm_df.columns)) df = pd.merge(entry_df, asm_df, how="left", on=same_cols) @@ -144,4 +164,4 @@ def get_even_dist(df, cols): ) df.to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore -df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore +df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index d41b6f6..4e16073 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -22,6 +22,7 @@ INPUT = os.path.abspath(str(config.args.input)) OUTPUT = config.args.output LOG = os.path.join(OUTPUT, "mess.log") THREADS = config.args.threads + # samples and replicates options REPLICATES = list(range(1, config.args.replicates + 1)) SAMPLES = parse_samples(INPUT, REPLICATES) @@ -33,9 +34,11 @@ REP_SD = config.args.rep_sd include: os.path.join("rules", "preflight", "samples.smk") +# fasta paths options +FASTA = config.args.fasta +ASM_SUMMARY = config.args.asm_summary # coverage options SEQ_TECH = config.args.tech -ASM_SUMMARY = config.args.asm_summary BASES = config.args.bases PAIRED = config.args.paired if not SEQ_TECH == "illumina": From 23de46dc71cb07e7fe0dce743378357196a2ef9b Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 16:54:23 +0200 Subject: [PATCH 330/365] added split dir in targets --- mess/workflow/rules/preflight/targets_simulate.smk | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/mess/workflow/rules/preflight/targets_simulate.smk b/mess/workflow/rules/preflight/targets_simulate.smk index 61fec5d..cf8c37f 100644 --- a/mess/workflow/rules/preflight/targets_simulate.smk +++ b/mess/workflow/rules/preflight/targets_simulate.smk @@ -3,6 +3,4 @@ All simulated reads are declared here """ -TargetSimreads = [ - list_reads, -] +TargetSimreads = [os.path.join(dir.out.base, "split"), list_reads] From b2f8635413953ac3bc8e2666d4f1985f737eb4f7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 16:54:57 +0200 Subject: [PATCH 331/365] updated config --- mess/config/config.yaml | 54 +++++++++++++++++++++++++++++++++++------ 1 file changed, 46 insertions(+), 8 deletions(-) diff --git a/mess/config/config.yaml b/mess/config/config.yaml index 97eff3e..23bd52c 100644 --- a/mess/config/config.yaml +++ b/mess/config/config.yaml @@ -1,18 +1,56 @@ -# Namespaced config file example +args: + accuracy: + asm_summary: + bam: + bases: + conda_prefix: + configfile: + custom_err: + dist: + error: + fasta: + frag_len: + frag_sd: + input: + log: + max_len: + mean_len: + min_len: + model: + mu: + output: + paired: + passes: + profile: + ratio: + rep_sd: + replicates: + sd_len: + seed: + sigma: + skip_shuffle: + snake_args: + snake_default: + system_config: + tech: + threads: + tool: + use_conda: + resources: big: - mem: 32000 cpu: 16 + mem: 32000 time: "23:00:00" med: - mem: 16000 cpu: 8 - time: "08:00:00" + mem: 16000 + time: 08:00:00 norm: + cpu: 4 mem: 6000 - cpu: 3 - time: "00:30:00" + time: 00:30:00 sml: - mem: 2000 cpu: 1 - time: "00:01:00" + mem: 2000 + time: 00:01:00 From 8bcb570560566f05b803ae24dafa31da1db8c4b1 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 16:55:27 +0200 Subject: [PATCH 332/365] added seqkit stats rule --- mess/workflow/rules/processing/fastas.smk | 24 +++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index 4ef3539..d3c1c50 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -15,6 +15,30 @@ rule rename_fastas: """ +if FASTA and not ASM_SUMMARY: + + rule get_fasta_stats: + input: + FASTA, + output: + temp(os.path.join(dir.out.processing, "seqkit_stats.tsv")), + params: + path=os.path.join(FASTA, "*"), + log: + os.path.join(dir.out.logs, "seqkit", "stats.log"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "seqkit.yml") + shell: + """ + seqkit stats -T -j {threads} {params.path} > {output} 2> {log} + """ + + checkpoint split_contigs: input: fa=list_fastas, From 7cf011ab93a99c964b49f1fc1007003ebce34e63 Mon Sep 17 00:00:00 2001 From: farchaab Date: Fri, 12 Apr 2024 16:55:53 +0200 Subject: [PATCH 333/365] removed dir in cat_contig_fastqs --- mess/workflow/rules/processing/reads.smk | 1 - 1 file changed, 1 deletion(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 7cbfac8..d41dc2c 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -200,7 +200,6 @@ rule compress_contig_fastqs: rule cat_contig_fastqs: input: - dir=os.path.join(dir.out.base, "split"), flag=get_cov_table, fq=lambda wildcards: aggregate(wildcards, fastq_dir, "contig", "fq.gz"), output: From 7c4013b138c1972e72a51af1981fa7f6f413dcff Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:20:36 +0200 Subject: [PATCH 334/365] updated gitignore --- .gitignore | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 656ed20..0ab5363 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,17 @@ mess.egg-info/ mess/__pycache__ -build/ \ No newline at end of file +build/ + +htmlcov/ +.tox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*,cover +tests/__pycache__ +.pytest_cache + +.snakemake +mess/workflow/conda \ No newline at end of file From b6a4bedd722d38ab01c3c7793ebe88b7b83e8a15 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:21:06 +0200 Subject: [PATCH 335/365] added coverage and pytest worflow --- .github/workflows/unit-tests.yml | 60 ++++++++++++++++++++++++++++++++ 1 file changed, 60 insertions(+) create mode 100644 .github/workflows/unit-tests.yml diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml new file mode 100644 index 0000000..391d3a1 --- /dev/null +++ b/.github/workflows/unit-tests.yml @@ -0,0 +1,60 @@ +name: Unit tests + +on: + push: + branches: ["main"] + paths: + - ".github/workflows/unit-tests.yaml" + - "tests/**" + - "mess/**" + - "setup.py" + pull_request: + branches: ["main"] + paths: + - ".github/workflows/unit-tests.yaml" + - "tests/**" + - "mess/**" + - "setup.py" + +permissions: + contents: read + +jobs: + tests: + name: "Python ${{ matrix.python-version }} on ${{ matrix.os }}" + runs-on: ${{ matrix.os }} + + defaults: + run: + shell: bash -el {0} + + strategy: + fail-fast: false + matrix: + os: [macos-latest, ubuntu-latest] + python-version: ["3.10", "3.11", "3.12"] + + steps: + - uses: "actions/checkout@v3" + with: + fetch-depth: 0 + + - uses: conda-incubator/setup-miniconda@v3 + with: + auto-update-conda: true + miniforge-version: "latest" + miniforge-variant: Mambaforge + use-mamba: true + mamba-version: "*" + channels: conda-forge,bioconda,defaults + channel-priority: strict + activate-environment: mess + python-version: ${{ matrix.python-version }} + auto-activate-base: false + + - name: "Test and generate coverage report on ${{ matrix.os }} for Python ${{ matrix.python-version }}" + run: | + python -m pip install --upgrade pip + python -m pip install pytest coverage + python -m pip install . + coverage run -m pytest From e032a79adc176a910e17c481f37cc9a78635b8bd Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:21:34 +0200 Subject: [PATCH 336/365] fixed when seq-tech but no error profile in long reads --- mess/__main__.py | 29 ++++++++++++++--------------- 1 file changed, 14 insertions(+), 15 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 85aa3a4..78e1e4a 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -232,8 +232,7 @@ def cli(): help_download = """ \b -downloads genomes from entries in input table(s) -mess download ... +Downloads genomes from taxons/accessions in input table(s) \b EXAMPLES: mess download -i [input] -o [output] @@ -241,8 +240,7 @@ def cli(): help_simulate = """ \b -simulate reads from local fasta -mess simulate ... +Simulate reads from local fasta \b EXAMPLES: mess simulate -i [input] --tech [tech] --fasta [fasta-dir] -o [output] @@ -251,17 +249,18 @@ def cli(): """ help_test = """ \b -test command to run mess from assembly download to read simulation +Test command to run mess from assembly download to read simulation \b EXAMPLES: mess test -o [output] """ help_hmp_templates = """ \b -command to download and simulate healthy human microbiome templates +Command to download and simulate healthy human microbiome templates \b EXAMPLES: mess hmp_template --site gut -o gut +or mess hmp_template --site buccal_mucosa --sample SRS013506 -o SRS013506 """ @@ -304,7 +303,7 @@ def run( def download( **kwargs, ): - """Download genomes""" + """Download genomes with assembly_finder""" # Config to add or update in configfile merge_config = {"args": kwargs} @@ -331,7 +330,7 @@ def download( ) @click.option( "--fasta", - help="Path to local fasta directory", + help="Path to local fasta directory if no path is set in summary or input table", type=str, ) @common_options @@ -339,12 +338,12 @@ def simulate( **kwargs, ): """Simulate reads from local fastas""" - if kwargs["tech"] != "illumina" and kwargs["error"]: + if kwargs["tech"] != "illumina": if kwargs["tech"] == "pacbio": kwargs["ratio"] = "22:45:33" kwargs["model"] = "QSHMM-RSII" if kwargs["error"] == "hifi": - kwargs["accuracy"] = 0.99 + kwargs["accuracy"] = 0.999 kwargs["passes"] = 10 if kwargs["tech"] == "nanopore": @@ -352,7 +351,7 @@ def simulate( if kwargs["error"] == "r10.4": kwargs["accuracy"] = 0.99 kwargs["model"] = "QSHMM-ONT-HQ" - if kwargs["error"] == "r10.3": + else: kwargs["accuracy"] = 0.95 kwargs["model"] = "QSHMM-ONT" @@ -379,20 +378,20 @@ def test(**kwargs): """Run mess on test data""" # Config to add or update in configfile kwargs["input"] = snake_base(os.path.join("test_data", "minimal_test.tsv")) - if kwargs["tech"] != "illumina" and kwargs["error"]: + if kwargs["tech"] != "illumina": if kwargs["tech"] == "pacbio": kwargs["ratio"] = "22:45:33" kwargs["model"] = "QSHMM-RSII" if kwargs["error"] == "hifi": - kwargs["accuracy"] = 0.99 - kwargs["passes"] = 2 + kwargs["accuracy"] = 0.999 + kwargs["passes"] = 10 if kwargs["tech"] == "nanopore": kwargs["ratio"] = "39:24:36" if kwargs["error"] == "r10.4": kwargs["accuracy"] = 0.99 kwargs["model"] = "QSHMM-ONT-HQ" - if kwargs["error"] == "r10.3": + else: kwargs["accuracy"] = 0.95 kwargs["model"] = "QSHMM-ONT" From 2e6d369a8240ad359924370ed67f1abb6a528378 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:22:01 +0200 Subject: [PATCH 337/365] changed bam flag to --bam/--no-bam --- mess/util.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/mess/util.py b/mess/util.py index 235fe55..328e6a8 100644 --- a/mess/util.py +++ b/mess/util.py @@ -256,9 +256,8 @@ def sim_options(func): show_default=True, ), click.option( - "--bam", + "--bam/--no-bam", help="Generate gold standard bam files", - type=bool, default=False, show_default=True, ), From afecd9ca6810c85fe7b80544f05ac115ee7421c7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:22:20 +0200 Subject: [PATCH 338/365] updated resources --- mess/config/config.yaml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/mess/config/config.yaml b/mess/config/config.yaml index 23bd52c..a4ebc9b 100644 --- a/mess/config/config.yaml +++ b/mess/config/config.yaml @@ -45,12 +45,12 @@ resources: med: cpu: 8 mem: 16000 - time: 08:00:00 + time: "08:00:00" norm: cpu: 4 - mem: 6000 - time: 00:30:00 + mem: 4000 + time: "00:30:00" sml: cpu: 1 - mem: 2000 - time: 00:01:00 + mem: 1000 + time: "00:00:10" From e64687f5b0cd0c8144b6e8f73a6972ce47109eda Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:22:42 +0200 Subject: [PATCH 339/365] added local fasta minimal example --- .../GCF_000418345.1_ASM41834v1_genomic.fna.gz | Bin 0 -> 868552 bytes .../GCF_003812505.1_ASM381250v1_genomic.fna.gz | Bin 0 -> 651980 bytes 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zp=d)@N9t-+2Px^BI^&~jX|=P|mUEmSA%ihrmR=h?cLDxt^6K-73vH_+*a>T*GS^M* z9vjQ>o&q+O*WDv&84_AzfIg-63hPNPnXR5d=%20NR$_}3PuZCX*)@>Y5##|C#R z__MACH$I`~{ElPC+q+6s2z_{4*J<^X#Cpu+^~^6r#&GiE_isPn>r##-i{`O(!x#-$ z(m3%{!39fDEq`Th)5}bxUT+_e+6odL?+&dzO=Yw@jZ~>KE1L-KkL*;$CLL-{H^ovL z2MEl+d5KOx&O${BH1MoMC*6f7%ir||R1t&NEOKJkd%4*AW2%%A$70>_eM8l{c0G=# n)gNyc(YbZ(pj4nd(H^B~q{i;&zX1RM|NjF3bWIHbW#J+Kgw=BW literal 0 HcmV?d00001 diff --git a/mess/test_data/simulate_test.tsv b/mess/test_data/simulate_test.tsv new file mode 100644 index 0000000..56f9368 --- /dev/null +++ b/mess/test_data/simulate_test.tsv @@ -0,0 +1,3 @@ +fasta tax_id cov_sim sample +GCF_000418345.1 1280 10 sample1 +GCF_003812505.1 1290 10 sample2 \ No newline at end of file From d0f7a137f5fbaed3b5c299582bb53b991ac4111e Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:22:56 +0200 Subject: [PATCH 340/365] added copy_log_file --- mess/workflow/simulate.smk | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index 4e16073..abaf6ac 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -4,6 +4,23 @@ Snakefile for simulating reads import attrmap as ap +# Concatenate Snakemake's own log file with the master log file +def copy_log_file(): + files = glob.glob(os.path.join(".snakemake", "log", "*.snakemake.log")) + if not files: + return None + current_log = max(files, key=os.path.getmtime) + shell("cat " + current_log + " >> " + LOG) + + +onsuccess: + copy_log_file() + + +onerror: + copy_log_file() + + # config file configfile: os.path.join(workflow.basedir, "../", "config", "config.yaml") From 46270c23b86db667811921e8c8907be1dffb199a Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:23:34 +0200 Subject: [PATCH 341/365] removed temp checkpoint --- mess/workflow/rules/processing/coverages.smk | 4 +--- mess/workflow/rules/processing/fastas.smk | 4 +--- 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/mess/workflow/rules/processing/coverages.smk b/mess/workflow/rules/processing/coverages.smk index d00278a..1ff8c35 100644 --- a/mess/workflow/rules/processing/coverages.smk +++ b/mess/workflow/rules/processing/coverages.smk @@ -22,7 +22,7 @@ checkpoint calculate_coverage: df=os.path.join(dir.out.base, "replicates.tsv"), asm=get_asm_summary, output: - temp(os.path.join(dir.out.processing, "cov.tsv")), + os.path.join(dir.out.processing, "cov.tsv"), params: fa=FASTA, dist=DIST, @@ -32,8 +32,6 @@ checkpoint calculate_coverage: read_len=MEAN_LEN, pairing=PAIRED, seed=SEED, - log: - os.path.join(dir.out.logs, "tables", "cov.tsv"), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", diff --git a/mess/workflow/rules/processing/fastas.smk b/mess/workflow/rules/processing/fastas.smk index d3c1c50..2e67f2b 100644 --- a/mess/workflow/rules/processing/fastas.smk +++ b/mess/workflow/rules/processing/fastas.smk @@ -44,13 +44,11 @@ checkpoint split_contigs: fa=list_fastas, cov=os.path.join(dir.out.processing, "cov.tsv"), output: - tsv=temp(os.path.join(dir.out.processing, "split.tsv")), + tsv=os.path.join(dir.out.processing, "split.tsv"), dir=temp(directory(os.path.join(dir.out.base, "split"))), resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", time=config.resources.sml.time, - log: - os.path.join(dir.out.logs, "tables", "split.tsv"), script: os.path.join(dir.scripts, "split_contigs.py") From e3618d30ed68c46f11a1fe78c0fcc49ca86a06e6 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:24:01 +0200 Subject: [PATCH 342/365] adapted resources --- mess/workflow/rules/processing/reads.smk | 22 ++++++++++----------- mess/workflow/rules/simulate/long_reads.smk | 21 ++++++++++---------- 2 files changed, 22 insertions(+), 21 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index d41dc2c..f975d79 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -68,7 +68,7 @@ rule merge_fasta_bams: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", time=config.resources.norm.time, - threads: config.resources.med.cpu + threads: config.resources.norm.cpu conda: os.path.join(dir.env, "bioconvert.yml") shell: @@ -90,7 +90,7 @@ rule sort_bams: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", time=config.resources.norm.time, - threads: config.resources.med.cpu + threads: config.resources.norm.cpu conda: os.path.join(dir.env, "bioconvert.yml") shell: @@ -173,7 +173,7 @@ rule index_bams: mem_mb=config.resources.norm.mem, mem=str(config.resources.norm.mem) + "MB", time=config.resources.norm.time, - threads: config.resources.med.cpu + threads: config.resources.norm.cpu conda: os.path.join(dir.env, "bioconvert.yml") shell: @@ -188,9 +188,9 @@ rule compress_contig_fastqs: output: fastq_gz, resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, threads: config.resources.sml.cpu shell: """ @@ -207,9 +207,9 @@ rule cat_contig_fastqs: if PAIRED else temp(os.path.join(fastq_dir, "{sample}", "{fasta}.fq.gz")), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, shell: """ cat {input.fq} > {output} @@ -268,8 +268,8 @@ if not SKIP_SHUFFLE: if PAIRED else os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}.log"), resources: - mem_mb=config.resources.med.mem, - mem=str(config.resources.med.mem) + "MB", + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", time=config.resources.norm.time, threads: config.resources.norm.cpu conda: diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index bc80b7e..bdeb559 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -108,17 +108,18 @@ if PASSES > 1: "{contig}.zmw_metrics.json.gz", ) ), - params: - passes=PASSES, - accuracy=ACCURACY, - resources: - mem_mb=config.resources.med.mem, - mem=str(config.resources.med.mem) + "MB", - time=config.resources.med.time, benchmark: os.path.join(dir.out.bench, "ccs", "{sample}", "{fasta}", "{contig}.txt") log: os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), + params: + passes=PASSES, + accuracy=ACCURACY, + resources: + mem_mb=config.resources.norm.mem, + mem=str(config.resources.norm.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu conda: os.path.join(dir.env, "pbccs.yml") shell: @@ -170,9 +171,9 @@ if BAM: "{fasta}_{contig}.log", ), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, threads: config.resources.sml.cpu conda: os.path.join(dir.env, "bioconvert.yml") From 43005d2c7a7ce6c0d4e51072486399d233c1aea9 Mon Sep 17 00:00:00 2001 From: farchaab Date: Mon, 15 Apr 2024 18:24:13 +0200 Subject: [PATCH 343/365] removed logs --- mess/workflow/scripts/calculate_cov.py | 4 +--- mess/workflow/scripts/split_contigs.py | 1 - 2 files changed, 1 insertion(+), 4 deletions(-) diff --git a/mess/workflow/scripts/calculate_cov.py b/mess/workflow/scripts/calculate_cov.py index 9868a3f..6cf82c1 100644 --- a/mess/workflow/scripts/calculate_cov.py +++ b/mess/workflow/scripts/calculate_cov.py @@ -162,6 +162,4 @@ def get_even_dist(df, cols): df = df.astype( {"seed": int, "tax_id": int, "total_sequence_length": int, "number_of_contigs": int} ) - -df.to_csv(snakemake.log[0], sep="\t", index=None) # type: ignore -df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") +df[cols].set_index(["samplename", "fasta"]).to_csv(snakemake.output[0], sep="\t") # type: ignore diff --git a/mess/workflow/scripts/split_contigs.py b/mess/workflow/scripts/split_contigs.py index 770e3e5..85d9e0e 100644 --- a/mess/workflow/scripts/split_contigs.py +++ b/mess/workflow/scripts/split_contigs.py @@ -24,7 +24,6 @@ def split_fasta(fa, outdir): id2fa = list(chain.from_iterable(id2fa)) contig_df = pd.DataFrame.from_records(id2fa) df = pd.merge(contig_df, cov_df, how="left", on="fasta") -df.to_csv(snakemake.log[0], sep="\t", index=None) df[["samplename", "fasta", "contig", "tax_id", "seed", "cov_sim"]].to_csv( snakemake.output.tsv, sep="\t", index=None ) From ac66f29e563bc5d550d42c00e981bf484c30f83c Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 11:44:46 +0200 Subject: [PATCH 344/365] updated config --- mess/config/config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/config/config.yaml b/mess/config/config.yaml index a4ebc9b..266d219 100644 --- a/mess/config/config.yaml +++ b/mess/config/config.yaml @@ -52,5 +52,5 @@ resources: time: "00:30:00" sml: cpu: 1 - mem: 1000 + mem: 2000 time: "00:00:10" From ef6ebd20d67e233f05d3b18b4c5ebb7ddbd0f666 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 11:56:47 +0200 Subject: [PATCH 345/365] reduced coverage in examples --- mess/test_data/minimal_test.tsv | 4 ++-- mess/test_data/simulate_test.tsv | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/mess/test_data/minimal_test.tsv b/mess/test_data/minimal_test.tsv index 35dfc32..482abb5 100644 --- a/mess/test_data/minimal_test.tsv +++ b/mess/test_data/minimal_test.tsv @@ -1,3 +1,3 @@ taxon nb cov_sim sample -staphylococcus_aureus 1 10 sample1 -1290 1 10 sample2 +staphylococcus_aureus 1 1 sample1 +1290 1 1 sample2 diff --git a/mess/test_data/simulate_test.tsv b/mess/test_data/simulate_test.tsv index 56f9368..9d2bf37 100644 --- a/mess/test_data/simulate_test.tsv +++ b/mess/test_data/simulate_test.tsv @@ -1,3 +1,3 @@ fasta tax_id cov_sim sample -GCF_000418345.1 1280 10 sample1 -GCF_003812505.1 1290 10 sample2 \ No newline at end of file +GCF_000418345.1 1280 1 sample1 +GCF_003812505.1 1290 1 sample2 \ No newline at end of file From 0b2e9555fe342893dd56f5be5f14bdd7eef6bde2 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 11:58:03 +0200 Subject: [PATCH 346/365] fixed resources --- mess/workflow/rules/processing/reads.smk | 40 ++++++++++---------- mess/workflow/rules/simulate/long_reads.smk | 14 +++---- mess/workflow/rules/simulate/short_reads.smk | 4 +- 3 files changed, 29 insertions(+), 29 deletions(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index f975d79..9c256e1 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -43,10 +43,10 @@ rule merge_contig_bams: log: os.path.join(dir.out.logs, "samtools", "merge", "{sample}", "{fasta}.log"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, - threads: config.resources.norm.cpu + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.sml.cpu conda: os.path.join(dir.env, "bioconvert.yml") shell: @@ -55,7 +55,7 @@ rule merge_contig_bams: """ -rule merge_fasta_bams: +rule get_sample_bams: input: lambda wildcards: aggregate(wildcards, dir.out.bam, "fasta", "bam"), output: @@ -65,9 +65,9 @@ rule merge_fasta_bams: log: os.path.join(dir.out.logs, "samtools", "merge", "{sample}.log"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, threads: config.resources.norm.cpu conda: os.path.join(dir.env, "bioconvert.yml") @@ -87,9 +87,9 @@ rule sort_bams: log: os.path.join(dir.out.logs, "samtools", "sort", "{sample}.log"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, threads: config.resources.norm.cpu conda: os.path.join(dir.env, "bioconvert.yml") @@ -142,7 +142,7 @@ rule get_tax_profile: ) -rule convert_to_biobox_format: +rule tax_profile_to_biobox: input: os.path.join(dir.out.tax, "{sample}.tsv"), output: @@ -170,8 +170,8 @@ rule index_bams: benchmark: os.path.join(dir.out.bench, "samtools", "index", "{sample}.txt") resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", time=config.resources.norm.time, threads: config.resources.norm.cpu conda: @@ -229,7 +229,7 @@ else: sample_fastq_out = temp(os.path.join(dir.out.cat, "{sample}.fq.gz")) -rule cat_fasta_fastqs: +rule cat_sample_fastqs: input: lambda wildcards: aggregate(wildcards, fastq_dir, "fasta", "fq.gz"), output: @@ -268,9 +268,9 @@ if not SKIP_SHUFFLE: if PAIRED else os.path.join(dir.out.logs, "seqkit", "shuffle", "{sample}.log"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", - time=config.resources.norm.time, + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, threads: config.resources.norm.cpu conda: os.path.join(dir.env, "seqkit.yml") @@ -310,8 +310,8 @@ if not SKIP_SHUFFLE: if PAIRED else os.path.join(dir.out.logs, "anonymized_reads", "{sample}.tsv"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", time=config.resources.norm.time, shell: """ diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index bdeb559..d436aa0 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -27,8 +27,8 @@ rule pbsim3: log: os.path.join(dir.out.logs, "pbsim3", "{sample}", "{fasta}", "{contig}.log"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", time=config.resources.norm.time, conda: os.path.join(dir.env, "pbsim3.yml") @@ -76,8 +76,8 @@ if PASSES > 1: log: os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", time=config.resources.norm.time, threads: config.resources.norm.cpu conda: @@ -116,8 +116,8 @@ if PASSES > 1: passes=PASSES, accuracy=ACCURACY, resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", time=config.resources.norm.time, threads: config.resources.norm.cpu conda: @@ -179,7 +179,7 @@ if BAM: os.path.join(dir.env, "bioconvert.yml") shell: """ - bioconvert {input} {output} 2>> {log} + bioconvert {input} {output} 2> {log} """ diff --git a/mess/workflow/rules/simulate/short_reads.smk b/mess/workflow/rules/simulate/short_reads.smk index b9e4866..40bdb13 100644 --- a/mess/workflow/rules/simulate/short_reads.smk +++ b/mess/workflow/rules/simulate/short_reads.smk @@ -53,8 +53,8 @@ rule art_illumina: log: os.path.join(dir.out.logs, "art", "{sample}", "{fasta}", "{contig}.log"), resources: - mem_mb=config.resources.norm.mem, - mem=str(config.resources.norm.mem) + "MB", + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", time=config.resources.norm.time, conda: os.path.join(dir.env, "art.yml") From 66d8690fec66c3ab6ec68176dd6e59bb8149acb7 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 11:58:14 +0200 Subject: [PATCH 347/365] added unit tests --- tests/test_mess.py | 88 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 88 insertions(+) create mode 100644 tests/test_mess.py diff --git a/tests/test_mess.py b/tests/test_mess.py new file mode 100644 index 0000000..9640341 --- /dev/null +++ b/tests/test_mess.py @@ -0,0 +1,88 @@ +import subprocess +from pathlib import Path +import pytest +import shutil +import os + + +@pytest.fixture(scope="session") +def tmp_dir(tmpdir_factory): + return tmpdir_factory.mktemp("tmp") + + +test_data_path = Path("mess/test_data") +outdir = Path("test_out") +threads = 2 + + +def remove_directory(dir_path): + if os.path.exists(dir_path): + shutil.rmtree(dir_path) + + +def exec_command(cmnd, stdout=subprocess.PIPE, stderr=subprocess.PIPE): + """executes shell command and returns stdout if completes exit code 0 + Parameters + ---------- + cmnd : str + shell command to be executed + stdout, stderr : streams + Default value (PIPE) intercepts process output, setting to None + blocks this.""" + + proc = subprocess.Popen(cmnd, shell=True, stdout=stdout, stderr=stderr) + out, err = proc.communicate() + if proc.returncode != 0: + raise RuntimeError(f"FAILED: {cmnd}\n{err}") + return out.decode("utf8") if out is not None else None + + +def test_mess_cli(): + exec_command("mess -h") + exec_command("mess run -h") + exec_command("mess download -h") + exec_command("mess simulate -h") + exec_command("mess hmp-template -h") + exec_command("mess config -h") + exec_command("mess test -h") + exec_command("mess citation") + + +def test_run(): + """run mess test""" + cmd = f"mess test --threads {threads} --output {outdir}" + exec_command(cmd) + remove_directory(outdir) + + +cmd = ( + f"mess simulate", + f"--threads {threads}", + f"--input {test_data_path}/simulate_test.tsv", + f"--fasta {test_data_path}/fastas", + f"--output {outdir}", +) + + +def test_simulate_illumina(): + """mess simulate illumina reads""" + exec_command(" ".join(cmd) + " --tech illumina --bam") + remove_directory(outdir) + + +def test_simulate_nanopore(): + """mess simulate nanopore reads""" + exec_command(" ".join(cmd) + " --tech nanopore --bam") + remove_directory(outdir) + + +def test_simulate_pacbio(): + """mess simulate pacbio reads""" + exec_command(" ".join(cmd) + " --tech pacbio --bam") + remove_directory(outdir) + + +def test_simulate_pacbio_hifi(): + """mess simulate pacbio hifi reads""" + exec_command(" ".join(cmd) + " --tech pacbio --accuracy 0.999 --passes 2 --bam") + remove_directory(outdir) From 50d27885452bb20d8be841aa0c7dd7cd4fa781f2 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 12:07:24 +0200 Subject: [PATCH 348/365] removed snakemake version restriction --- setup.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/setup.py b/setup.py index 60a6c23..36e39ea 100644 --- a/setup.py +++ b/setup.py @@ -52,8 +52,7 @@ def get_data_files(): data_files=get_data_files(), py_modules=["mess"], install_requires=[ - "snakemake>=7.32.4,<8", - "pulp<2.8", + "snakemake>=7.32.4", "snaketool-utils>=0.0.5", "attrmap>=0.0.7", "pyyaml>=6.0.1", From 211fb4f2e268b69ff1cb17d03a349eb1fd2e7ac5 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 13:00:43 +0200 Subject: [PATCH 349/365] added taxonkit data-dir path --- .gitignore | 3 +- mess/__main__.py | 1 + mess/util.py | 7 ++++ mess/workflow/Snakefile | 5 +-- mess/workflow/rules/processing/reads.smk | 51 +++++++++++++++++++++++- mess/workflow/simulate.smk | 1 + 6 files changed, 62 insertions(+), 6 deletions(-) diff --git a/.gitignore b/.gitignore index 0ab5363..2f45398 100644 --- a/.gitignore +++ b/.gitignore @@ -14,4 +14,5 @@ tests/__pycache__ .pytest_cache .snakemake -mess/workflow/conda \ No newline at end of file +mess/workflow/conda +mess/workflow/taxonkit \ No newline at end of file diff --git a/mess/__main__.py b/mess/__main__.py index 78e1e4a..70fbdcb 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -61,6 +61,7 @@ "--tool", "--error", "--mean-len", + "--taxonkit", "--bam", "--seed", ], diff --git a/mess/util.py b/mess/util.py index 328e6a8..1e65112 100644 --- a/mess/util.py +++ b/mess/util.py @@ -255,6 +255,13 @@ def sim_options(func): default=10, show_default=True, ), + click.option( + "--taxonkit", + default=snake_base(os.path.join("workflow", "taxonkit")), + help="Define path to taxonkit data-dir", + type=click.Path(), + show_default=True, + ), click.option( "--bam/--no-bam", help="Generate gold standard bam files", diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 45a57cb..3c8c9b7 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -117,11 +117,10 @@ else: include: os.path.join("rules", "simulate", "long_reads.smk") -SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) - - # reads post-processsing options +SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) SKIP_SHUFFLE = config.args.skip_shuffle +TAXONKIT = config.args.taxonkit include: os.path.join("rules", "processing", "reads.smk") diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 9c256e1..fdba33f 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -99,6 +99,46 @@ rule sort_bams: """ +if BAM: + + rule download_taxdump: + output: + temp(os.path.join(TAXONKIT, "taxdump.tar.gz")), + log: + os.path.join(dir.out.logs, "curl", "taxdump.log"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + shell: + """ + curl ftp://ftp.ncbi.nih.gov/pub/taxonomy/taxdump.tar.gz -o {output} 2> {log} + """ + + rule decompress_taxdump: + input: + os.path.join(TAXONKIT, "taxdump.tar.gz"), + output: + os.path.join(TAXONKIT, "names.dmp"), + os.path.join(TAXONKIT, "nodes.dmp"), + os.path.join(TAXONKIT, "delnodes.dmp"), + os.path.join(TAXONKIT, "merged.dmp"), + params: + dir=TAXONKIT, + log: + os.path.join(dir.out.logs, "tar", "taxdump.log"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + log: + os.path.join(dir.out.logs, "wget", "taxdump.log"), + shell: + """ + tar -xzvf {input} -C {params.dir} &> {log} + """ + + rule get_bam_coverage: input: os.path.join(dir.out.bam, "{sample}.bam"), @@ -144,11 +184,14 @@ rule get_tax_profile: rule tax_profile_to_biobox: input: - os.path.join(dir.out.tax, "{sample}.tsv"), + tsv=os.path.join(dir.out.tax, "{sample}.tsv"), + dmp=os.path.join(TAXONKIT, "names.dmp"), output: os.path.join(dir.out.tax, "{sample}_profile.txt"), log: os.path.join(dir.out.logs, "taxonkit", "profile2cami", "{sample}.log"), + params: + dir=TAXONKIT, resources: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", @@ -158,7 +201,11 @@ rule tax_profile_to_biobox: os.path.join(dir.env, "taxonkit.yml") shell: """ - taxonkit profile2cami -s {wildcards.sample} {input} > {output} + taxonkit \\ + profile2cami \\ + -j {threads} \\ + --data-dir {params.dir} \\ + -s {wildcards.sample} {input.tsv} > {output} """ diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index abaf6ac..ea727b6 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -100,6 +100,7 @@ else: # reads post-processsing options SHUFFLE = dict(zip(SAMPLES, random.sample(range(1, 100000), len(SAMPLES)))) SKIP_SHUFFLE = config.args.skip_shuffle +TAXONKIT = config.args.taxonkit include: os.path.join("rules", "processing", "reads.smk") From aa7064c449aea1e7fa36185b9a87b9c5e409749b Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 16:45:58 +0200 Subject: [PATCH 350/365] added pbsim3 models --- mess/data/models/pbsim3/ERRHMM-ONT-HQ.model | 1527 +++++++++ mess/data/models/pbsim3/ERRHMM-ONT.model | 843 +++++ mess/data/models/pbsim3/ERRHMM-RSII.model | 696 ++++ mess/data/models/pbsim3/ERRHMM-SEQUEL.model | 717 ++++ mess/data/models/pbsim3/QSHMM-ONT-HQ.model | 3384 +++++++++++++++++++ mess/data/models/pbsim3/QSHMM-ONT.model | 1839 ++++++++++ mess/data/models/pbsim3/QSHMM-RSII.model | 1245 +++++++ 7 files changed, 10251 insertions(+) create mode 100644 mess/data/models/pbsim3/ERRHMM-ONT-HQ.model create mode 100644 mess/data/models/pbsim3/ERRHMM-ONT.model create mode 100644 mess/data/models/pbsim3/ERRHMM-RSII.model create mode 100644 mess/data/models/pbsim3/ERRHMM-SEQUEL.model create mode 100644 mess/data/models/pbsim3/QSHMM-ONT-HQ.model create mode 100644 mess/data/models/pbsim3/QSHMM-ONT.model create mode 100644 mess/data/models/pbsim3/QSHMM-RSII.model diff --git a/mess/data/models/pbsim3/ERRHMM-ONT-HQ.model b/mess/data/models/pbsim3/ERRHMM-ONT-HQ.model new file mode 100644 index 0000000..1706b0f --- /dev/null +++ b/mess/data/models/pbsim3/ERRHMM-ONT-HQ.model @@ -0,0 +1,1527 @@ +71 IP 1 4.738e-10 +71 IP 2 4.671e-10 +71 IP 3 4.671e-10 +71 IP 4 4.671e-10 +71 IP 5 5.595e-10 +71 IP 6 1.000e+00 +71 IP 7 4.708e-10 +71 IP 8 5.095e-10 +71 IP 9 4.671e-10 +71 IP 10 4.671e-10 +71 IP 11 4.671e-10 +71 IP 12 4.706e-10 +71 IP 13 4.673e-10 +71 IP 14 4.680e-10 +71 IP 15 4.842e-10 +71 IP 16 5.442e-10 +71 IP 17 4.672e-10 +71 IP 18 4.991e-10 +71 IP 19 4.671e-10 +71 IP 20 1.055e-09 +71 IP 21 4.671e-10 +71 IP 22 5.468e-10 +71 IP 23 4.671e-10 +71 IP 24 4.978e-10 +71 EP 1 1.610e-01 1.096e-02 8.280e-01 1.212e-10 +71 EP 2 2.177e-05 1.401e-09 6.796e-11 1.000e+00 +71 EP 3 4.893e-10 2.084e-10 1.000e+00 4.799e-11 +71 EP 4 1.300e-09 1.011e-09 4.836e-11 1.000e+00 +71 EP 5 1.000e+00 4.105e-10 1.036e-10 6.077e-11 +71 EP 6 9.987e-01 1.317e-03 5.654e-11 1.129e-10 +71 EP 7 5.727e-01 1.674e-02 4.105e-01 1.241e-10 +71 EP 8 6.151e-01 9.497e-10 3.747e-10 3.849e-01 +71 EP 9 2.646e-10 1.583e-10 1.000e+00 5.834e-11 +71 EP 10 8.350e-09 1.000e+00 4.665e-10 9.778e-10 +71 EP 11 6.911e-09 1.000e+00 7.075e-10 1.076e-09 +71 EP 12 9.959e-01 4.115e-03 3.810e-11 7.142e-08 +71 EP 13 8.462e-04 1.715e-08 4.290e-11 9.992e-01 +71 EP 14 5.653e-01 4.044e-03 4.306e-01 3.427e-10 +71 EP 15 6.153e-01 1.824e-09 4.571e-11 3.847e-01 +71 EP 16 8.953e-01 4.738e-02 6.502e-10 5.732e-02 +71 EP 17 5.117e-03 9.485e-11 4.834e-11 9.949e-01 +71 EP 18 8.784e-01 4.559e-02 4.138e-03 7.189e-02 +71 EP 19 2.654e-09 1.373e-09 1.000e+00 1.596e-10 +71 EP 20 1.000e+00 1.579e-08 4.562e-11 8.374e-11 +71 EP 21 6.974e-08 1.000e+00 1.195e-09 4.651e-08 +71 EP 22 8.824e-01 1.846e-07 1.176e-01 5.251e-10 +71 EP 23 3.429e-03 1.245e-10 6.481e-11 9.966e-01 +71 EP 24 5.264e-01 5.626e-03 4.680e-01 8.439e-10 +71 TP 1 4.512e-01 9.393e-11 3.835e-08 1.264e-10 6.967e-02 1.036e-08 1.629e-09 4.304e-10 2.124e-01 3.082e-02 4.976e-10 9.543e-03 1.124e-10 4.820e-10 3.801e-10 3.720e-10 7.686e-11 4.638e-10 3.989e-09 4.117e-08 8.292e-11 2.264e-01 7.249e-11 8.148e-10 +71 TP 2 1.642e-10 4.750e-01 1.543e-10 2.304e-08 6.368e-10 3.727e-02 2.588e-10 1.348e-09 1.004e-10 2.829e-10 1.255e-10 7.513e-02 4.120e-01 1.878e-10 8.930e-10 4.936e-10 6.526e-09 4.808e-10 9.187e-11 5.814e-07 5.973e-04 4.479e-10 1.007e-09 1.482e-10 +71 TP 3 1.005e-08 7.329e-11 7.513e-01 5.678e-11 4.797e-10 1.212e-09 2.599e-02 1.418e-10 8.862e-04 4.557e-10 8.016e-11 1.354e-03 3.191e-10 6.243e-10 9.070e-10 6.835e-03 5.841e-11 2.466e-10 2.136e-01 6.935e-10 5.040e-11 6.715e-05 4.858e-11 4.088e-10 +71 TP 4 2.866e-10 4.366e-09 4.617e-10 5.524e-01 4.646e-04 4.149e-09 5.501e-03 1.814e-01 3.437e-08 8.056e-03 2.364e-10 1.843e-09 1.642e-02 4.108e-10 1.223e-09 4.380e-10 2.213e-01 3.291e-10 5.952e-11 1.342e-02 9.568e-04 3.569e-10 1.171e-09 9.115e-11 +71 TP 5 7.250e-02 1.017e-04 2.049e-03 1.008e-09 5.852e-01 4.294e-06 8.459e-03 1.238e-10 3.159e-10 8.229e-03 1.292e-01 1.711e-02 1.098e-02 1.248e-03 1.143e-01 2.202e-10 8.702e-11 2.198e-10 5.042e-02 3.158e-04 4.189e-10 1.539e-10 4.447e-10 7.898e-11 +71 TP 6 1.116e-10 1.275e-10 1.656e-10 1.021e-10 5.743e-06 8.724e-01 2.357e-10 6.829e-11 7.069e-11 1.782e-10 1.076e-10 4.475e-10 2.237e-10 1.079e-09 2.526e-10 2.031e-07 4.541e-11 2.599e-06 1.744e-10 1.276e-01 7.874e-11 9.528e-11 2.123e-10 4.567e-11 +71 TP 7 2.159e-02 4.602e-10 2.531e-09 2.884e-10 2.503e-09 2.763e-09 4.149e-01 4.480e-10 3.465e-09 1.183e-09 5.242e-10 1.183e-09 4.490e-10 1.532e-09 7.814e-10 8.669e-10 2.978e-10 6.378e-10 5.635e-01 2.401e-09 2.189e-10 4.846e-09 2.534e-10 9.405e-10 +71 TP 8 1.124e-09 2.875e-09 4.207e-02 1.762e-09 2.580e-01 3.581e-06 2.137e-01 3.894e-01 9.433e-10 8.534e-02 2.929e-08 3.482e-08 1.204e-08 5.899e-03 7.434e-07 2.123e-09 9.577e-06 1.611e-09 4.295e-10 1.155e-07 5.583e-03 1.689e-09 1.185e-09 3.860e-10 +71 TP 9 8.062e-10 1.242e-10 7.905e-04 1.790e-10 1.568e-09 8.764e-03 8.904e-06 5.848e-07 7.504e-01 7.529e-10 2.073e-10 1.201e-03 1.556e-10 3.433e-09 5.440e-04 3.287e-10 6.238e-11 1.326e-05 9.136e-09 3.503e-09 7.075e-11 5.244e-03 7.161e-11 2.331e-01 +71 TP 10 1.939e-10 1.999e-10 1.033e-10 9.961e-11 1.106e-02 2.742e-01 4.999e-10 1.846e-10 1.176e-10 1.564e-02 1.484e-10 1.405e-02 3.816e-10 2.279e-10 4.779e-10 5.933e-10 8.041e-11 1.343e-07 3.130e-10 6.845e-01 1.053e-10 5.639e-04 8.813e-11 1.234e-10 +71 TP 11 7.852e-03 1.224e-02 6.703e-10 3.469e-10 4.613e-01 9.212e-03 2.638e-02 3.898e-10 3.916e-09 2.246e-01 2.042e-02 7.678e-02 5.981e-02 2.508e-03 6.242e-02 4.010e-04 2.298e-10 3.387e-09 3.264e-02 7.258e-09 3.102e-10 3.526e-03 3.053e-10 2.789e-10 +71 TP 12 5.120e-10 4.246e-03 7.441e-10 1.352e-09 1.118e-07 5.760e-08 1.126e-08 2.026e-09 2.713e-10 2.801e-05 8.253e-09 2.489e-01 7.468e-01 1.403e-09 7.350e-06 5.250e-10 4.713e-10 5.967e-10 1.040e-09 3.963e-07 7.753e-09 5.778e-10 1.242e-09 2.034e-10 +71 TP 13 1.003e-10 6.085e-02 4.929e-11 1.038e-09 8.923e-05 1.830e-01 1.463e-10 7.381e-03 2.127e-09 1.651e-02 1.439e-10 8.524e-02 2.032e-01 7.937e-11 1.106e-09 2.766e-10 6.216e-10 2.861e-10 2.858e-11 4.437e-01 9.642e-05 1.820e-10 4.643e-10 4.807e-11 +71 TP 14 1.423e-09 3.263e-10 6.418e-01 3.487e-10 8.886e-10 1.129e-09 1.348e-09 3.871e-10 1.530e-09 1.435e-09 4.778e-10 3.945e-10 3.483e-10 3.489e-01 5.873e-10 9.244e-03 6.109e-10 1.118e-09 8.721e-10 7.703e-10 2.746e-10 8.365e-10 2.863e-10 1.269e-08 +71 TP 15 2.742e-10 7.556e-08 1.108e-10 2.790e-01 6.435e-02 6.214e-09 3.107e-10 4.756e-08 1.257e-04 5.913e-02 7.499e-10 6.511e-02 6.801e-09 1.787e-10 5.062e-01 3.149e-10 5.648e-10 3.904e-10 8.051e-11 1.089e-03 2.500e-02 3.516e-10 9.785e-10 9.801e-11 +71 TP 16 3.579e-10 7.586e-10 1.162e-09 5.772e-10 1.391e-09 2.447e-02 4.739e-10 5.481e-10 3.368e-10 8.195e-03 1.341e-09 9.477e-10 1.622e-09 2.936e-01 2.554e-04 6.389e-01 2.621e-02 8.140e-03 2.882e-10 1.680e-09 1.580e-04 8.861e-10 4.188e-10 6.013e-10 +71 TP 17 9.475e-11 1.262e-09 1.171e-02 4.842e-10 7.957e-10 1.764e-06 1.967e-10 4.495e-10 1.062e-10 1.375e-10 9.181e-11 3.591e-09 1.405e-09 1.884e-02 4.469e-10 1.844e-01 7.752e-01 2.373e-10 5.197e-11 1.903e-09 2.744e-10 2.264e-10 9.866e-03 1.072e-10 +71 TP 18 4.722e-10 1.097e-08 5.011e-10 6.972e-10 7.766e-10 1.916e-09 8.588e-10 7.933e-10 1.036e-02 8.079e-04 4.960e-10 7.090e-10 6.770e-10 9.102e-10 2.451e-09 1.456e-02 3.468e-10 6.505e-01 7.720e-10 1.391e-09 2.022e-10 6.772e-10 3.198e-01 3.976e-03 +71 TP 19 2.123e-07 8.112e-11 2.814e-09 6.901e-11 4.495e-04 2.781e-01 8.557e-02 1.502e-10 8.059e-04 2.046e-02 1.614e-10 2.192e-07 8.937e-11 5.586e-10 2.228e-10 5.303e-10 7.627e-11 2.729e-10 7.472e-02 5.374e-01 6.201e-11 2.486e-03 5.885e-11 6.213e-10 +71 TP 20 1.409e-10 3.306e-08 4.047e-10 1.275e-10 1.712e-01 7.247e-04 1.423e-04 7.793e-11 5.788e-11 8.323e-02 4.395e-10 5.089e-02 2.272e-03 1.989e-08 2.663e-07 8.648e-11 4.640e-11 1.102e-10 5.394e-03 6.862e-01 9.448e-11 1.037e-10 4.651e-10 3.449e-11 +71 TP 21 2.401e-09 1.907e-03 1.781e-09 3.132e-02 1.680e-08 5.727e-08 3.908e-09 7.827e-09 1.941e-09 2.591e-02 4.222e-09 2.229e-01 5.330e-01 2.695e-09 1.715e-01 7.583e-09 9.714e-08 1.952e-08 2.264e-09 7.447e-08 1.348e-02 8.666e-09 1.241e-08 2.344e-09 +71 TP 22 5.506e-02 1.526e-01 1.151e-09 1.334e-09 1.428e-01 5.269e-08 2.546e-09 7.251e-10 9.900e-03 8.125e-02 2.726e-06 4.946e-02 4.707e-09 1.193e-09 2.910e-02 1.015e-09 5.616e-10 1.223e-09 5.231e-07 3.021e-08 5.444e-10 4.799e-01 1.040e-09 1.274e-09 +71 TP 23 1.458e-10 2.049e-01 1.189e-10 8.274e-03 4.284e-10 1.122e-09 4.774e-10 7.292e-10 8.049e-11 2.050e-10 9.528e-11 6.131e-09 7.331e-03 1.304e-10 8.627e-10 2.746e-10 1.267e-09 1.746e-02 1.051e-10 2.181e-09 5.210e-10 4.117e-10 7.620e-01 1.611e-10 +71 TP 24 1.100e-09 2.130e-03 1.023e-08 4.917e-10 1.105e-06 1.495e-02 4.561e-06 8.269e-10 8.946e-10 2.182e-07 8.332e-10 1.284e-09 7.861e-10 1.081e-03 3.282e-09 2.759e-09 2.654e-10 6.694e-01 2.069e-03 5.343e-08 2.374e-10 2.281e-08 2.233e-09 3.104e-01 +72 IP 1 4.864e-10 +72 IP 2 5.773e-10 +72 IP 3 5.196e-10 +72 IP 4 4.864e-10 +72 IP 5 4.864e-10 +72 IP 6 4.870e-10 +72 IP 7 1.715e-09 +72 IP 8 4.869e-10 +72 IP 9 4.965e-10 +72 IP 10 4.864e-10 +72 IP 11 4.864e-10 +72 IP 12 4.865e-10 +72 IP 13 4.864e-10 +72 IP 14 4.864e-10 +72 IP 15 5.406e-10 +72 IP 16 6.497e-10 +72 IP 17 1.000e+00 +72 IP 18 5.456e-10 +72 IP 19 4.865e-10 +72 IP 20 5.349e-10 +72 IP 21 4.864e-10 +72 IP 22 4.864e-10 +72 IP 23 4.864e-10 +72 IP 24 4.864e-10 +72 EP 1 6.793e-05 2.589e-09 9.999e-01 1.453e-10 +72 EP 2 7.981e-01 2.827e-02 1.736e-01 1.325e-10 +72 EP 3 1.000e+00 1.161e-09 6.908e-11 5.003e-11 +72 EP 4 6.216e-08 1.000e+00 6.842e-10 1.857e-08 +72 EP 5 7.267e-08 3.960e-08 7.829e-08 1.000e+00 +72 EP 6 6.084e-01 1.191e-09 3.916e-01 3.862e-10 +72 EP 7 8.823e-01 1.016e-02 1.075e-01 8.447e-11 +72 EP 8 3.474e-01 3.055e-03 9.160e-08 6.495e-01 +72 EP 9 5.187e-01 1.584e-05 2.778e-10 4.812e-01 +72 EP 10 6.011e-09 5.284e-10 3.129e-11 1.000e+00 +72 EP 11 1.002e-08 1.067e-07 5.535e-11 1.000e+00 +72 EP 12 5.077e-03 7.835e-10 9.949e-01 1.271e-10 +72 EP 13 1.429e-08 1.000e+00 1.214e-09 6.480e-10 +72 EP 14 6.292e-09 1.000e+00 8.293e-10 6.050e-10 +72 EP 15 8.115e-01 8.520e-03 5.956e-11 1.800e-01 +72 EP 16 9.281e-01 1.313e-06 3.765e-11 7.187e-02 +72 EP 17 9.909e-01 9.136e-03 2.378e-10 4.653e-10 +72 EP 18 8.970e-01 4.253e-02 6.046e-02 9.609e-07 +72 EP 19 6.571e-01 8.223e-03 3.346e-01 5.055e-10 +72 EP 20 8.795e-01 4.870e-02 4.898e-10 7.179e-02 +72 EP 21 1.650e-08 3.202e-03 9.968e-01 7.628e-11 +72 EP 22 4.438e-10 1.979e-10 1.000e+00 6.424e-11 +72 EP 23 3.699e-07 8.377e-11 5.687e-11 1.000e+00 +72 EP 24 3.855e-06 1.677e-07 5.179e-11 1.000e+00 +72 TP 1 6.160e-02 3.440e-01 2.298e-02 1.982e-10 6.730e-11 2.213e-07 2.828e-07 2.167e-10 1.068e-10 2.247e-10 6.010e-11 2.256e-01 2.346e-02 2.452e-10 4.770e-10 1.224e-09 3.224e-01 4.692e-09 1.056e-09 2.697e-10 1.354e-07 1.544e-09 5.368e-11 6.706e-11 +72 TP 2 9.519e-02 3.943e-01 1.164e-01 3.174e-03 7.086e-05 3.489e-09 1.322e-03 6.744e-08 5.673e-10 3.437e-02 1.795e-08 5.765e-02 8.654e-02 1.211e-09 1.301e-06 1.886e-01 3.053e-08 2.567e-09 9.166e-10 9.225e-10 2.237e-02 1.907e-09 3.434e-10 9.931e-10 +72 TP 3 1.502e-01 2.464e-08 2.982e-01 2.031e-08 1.116e-10 6.455e-03 6.769e-04 4.266e-03 1.418e-09 2.651e-02 6.642e-07 1.355e-08 8.338e-02 1.681e-01 1.256e-01 1.689e-03 1.951e-03 1.646e-08 2.424e-03 8.789e-09 9.768e-03 3.107e-09 2.375e-10 1.208e-01 +72 TP 4 1.819e-09 5.383e-09 7.623e-09 1.065e-02 4.099e-05 2.379e-09 1.320e-08 1.385e-07 1.516e-07 2.026e-02 4.601e-08 1.160e-09 9.551e-03 2.276e-09 5.008e-08 7.306e-01 7.192e-08 5.812e-09 1.297e-09 3.380e-09 1.875e-09 9.376e-10 2.068e-09 2.289e-01 +72 TP 5 2.469e-08 4.442e-08 3.144e-01 2.485e-08 3.473e-04 2.493e-08 3.009e-08 6.310e-01 3.920e-08 2.969e-08 3.447e-08 2.476e-08 2.485e-08 2.478e-08 2.809e-07 4.571e-02 3.059e-08 8.548e-03 2.485e-08 2.903e-08 2.469e-08 2.469e-08 3.036e-08 3.643e-08 +72 TP 6 5.750e-09 1.390e-03 1.683e-08 7.223e-10 3.062e-10 3.612e-01 6.969e-09 6.642e-10 4.776e-10 4.044e-10 3.143e-10 2.267e-09 5.432e-09 9.717e-10 9.105e-10 1.444e-09 2.189e-09 1.390e-09 1.067e-09 9.242e-10 6.374e-01 1.394e-09 3.002e-10 4.249e-10 +72 TP 7 8.212e-10 5.218e-09 6.581e-02 7.131e-10 7.416e-11 1.362e-03 5.880e-01 6.706e-10 1.473e-10 6.188e-10 1.274e-10 5.836e-10 4.696e-02 3.169e-10 8.483e-10 5.442e-02 2.418e-01 1.693e-03 5.906e-09 3.824e-09 3.283e-09 4.083e-10 8.549e-11 7.112e-10 +72 TP 8 1.635e-10 4.455e-10 1.072e-09 6.932e-10 3.005e-10 4.182e-10 1.722e-09 4.499e-01 1.148e-09 5.388e-01 8.449e-10 1.701e-10 6.677e-10 2.858e-10 1.319e-09 2.022e-09 5.313e-09 1.130e-02 2.010e-10 4.152e-10 1.752e-10 1.601e-10 4.129e-10 1.485e-08 +72 TP 9 6.729e-10 3.406e-09 1.269e-01 1.261e-02 4.713e-10 3.427e-01 8.601e-09 6.041e-09 4.168e-01 5.200e-09 5.628e-09 5.824e-10 5.544e-02 3.210e-09 5.824e-09 3.113e-09 1.344e-04 2.863e-09 8.398e-10 1.130e-09 2.105e-09 2.428e-09 4.540e-02 2.285e-08 +72 TP 10 3.835e-11 1.249e-10 3.119e-09 3.690e-04 7.542e-11 3.485e-10 5.138e-10 2.235e-09 3.087e-07 7.404e-01 1.384e-02 4.517e-11 1.150e-08 7.898e-11 8.107e-08 5.772e-02 1.161e-08 6.668e-03 9.544e-11 1.677e-10 4.657e-11 7.735e-11 4.875e-10 1.810e-01 +72 TP 11 8.626e-11 3.325e-10 6.684e-05 6.142e-03 1.685e-10 5.655e-10 6.643e-10 1.130e-09 2.172e-01 5.551e-10 5.568e-01 1.209e-10 1.750e-02 2.789e-10 2.476e-09 2.191e-09 1.284e-03 6.630e-10 2.000e-10 2.438e-10 1.181e-10 4.771e-10 1.792e-01 2.177e-02 +72 TP 12 1.602e-09 1.356e-09 8.605e-03 1.436e-10 1.815e-03 4.452e-05 2.166e-09 6.701e-07 1.311e-10 7.574e-11 7.703e-11 7.546e-01 1.003e-09 1.156e-10 4.780e-10 1.284e-09 3.234e-06 2.296e-01 2.601e-10 2.128e-10 1.133e-09 5.262e-03 6.093e-11 1.295e-10 +72 TP 13 4.541e-10 1.920e-09 1.109e-01 6.173e-10 9.574e-11 1.836e-09 9.500e-09 5.081e-10 4.418e-10 1.904e-10 1.210e-10 1.273e-10 8.017e-03 2.863e-10 1.035e-09 5.581e-08 8.811e-01 3.616e-09 3.737e-10 6.901e-10 6.214e-10 1.195e-10 9.179e-11 5.595e-10 +72 TP 14 2.193e-02 5.148e-09 2.883e-01 3.555e-09 5.172e-06 1.829e-02 1.495e-01 1.264e-08 7.535e-10 9.491e-03 3.695e-10 8.642e-10 2.296e-01 1.613e-02 1.035e-01 1.148e-01 1.273e-07 9.204e-09 1.308e-03 1.184e-08 1.070e-02 3.679e-10 2.194e-10 3.643e-02 +72 TP 15 1.733e-10 6.460e-10 1.033e-01 5.445e-02 6.840e-11 3.836e-10 8.816e-10 6.947e-10 3.603e-10 4.634e-10 1.677e-01 2.203e-10 5.148e-02 9.588e-07 6.163e-01 6.883e-03 4.433e-06 4.309e-10 1.660e-10 2.439e-10 1.676e-10 1.479e-10 2.102e-10 7.349e-08 +72 TP 16 3.986e-10 8.893e-09 1.092e-04 6.439e-03 5.146e-11 1.568e-08 1.620e-08 1.102e-09 5.133e-03 1.196e-09 7.963e-10 1.637e-10 9.715e-02 1.901e-09 5.557e-02 6.419e-01 1.704e-09 7.042e-10 1.381e-10 1.785e-10 9.115e-10 1.191e-10 2.414e-10 1.937e-01 +72 TP 17 1.029e-09 4.010e-09 1.367e-01 2.181e-09 7.847e-12 1.394e-09 1.058e-08 1.260e-09 4.409e-11 4.209e-11 2.696e-10 5.111e-10 2.217e-09 8.097e-10 2.842e-09 2.413e-08 8.633e-01 3.914e-06 6.968e-07 2.567e-10 1.184e-09 1.862e-10 2.199e-11 5.058e-09 +72 TP 18 3.320e-09 1.768e-09 4.181e-09 6.605e-10 1.477e-10 9.240e-04 5.593e-09 3.253e-01 3.006e-10 7.230e-07 4.134e-10 1.574e-02 7.184e-03 7.666e-10 8.891e-10 9.348e-10 7.024e-04 6.370e-01 7.920e-10 1.315e-02 1.239e-05 3.999e-10 1.886e-10 1.215e-09 +72 TP 19 2.410e-09 2.933e-09 1.453e-09 6.209e-10 2.653e-10 3.353e-09 3.325e-09 6.416e-10 4.338e-10 4.408e-10 3.887e-10 2.437e-09 1.673e-09 6.655e-10 9.883e-10 1.920e-09 2.656e-09 1.922e-09 3.670e-01 1.667e-06 2.079e-09 6.330e-01 5.273e-10 3.488e-10 +72 TP 20 1.189e-09 1.191e-09 1.047e-06 1.462e-06 7.106e-07 9.938e-10 3.110e-09 3.990e-05 5.179e-10 1.425e-09 1.129e-09 4.217e-09 2.757e-09 1.032e-09 9.984e-10 7.438e-10 1.450e-02 6.446e-03 3.061e-01 6.472e-01 7.793e-10 2.886e-09 2.567e-02 8.723e-10 +72 TP 21 5.150e-09 1.670e-09 8.890e-10 1.399e-10 1.351e-07 2.131e-09 5.659e-01 6.652e-10 1.250e-10 8.030e-11 6.778e-11 3.360e-04 5.765e-09 1.395e-10 2.947e-10 1.879e-09 3.262e-08 8.612e-10 2.776e-10 3.468e-10 4.338e-01 6.249e-10 6.332e-11 1.275e-10 +72 TP 22 1.966e-09 8.036e-10 5.454e-10 1.140e-10 1.325e-10 2.411e-02 1.365e-09 1.618e-10 1.147e-10 6.835e-11 6.258e-11 3.384e-03 4.288e-04 1.217e-10 2.056e-10 8.556e-10 9.892e-10 7.795e-10 4.406e-10 1.066e-02 2.204e-01 7.410e-01 6.060e-11 1.055e-10 +72 TP 23 8.020e-11 2.787e-10 9.000e-10 2.078e-10 1.532e-10 8.424e-10 4.750e-10 2.625e-09 6.094e-10 3.872e-03 5.316e-10 1.203e-10 3.362e-10 1.084e-10 9.722e-10 5.355e-10 1.159e-08 5.256e-10 1.814e-02 1.782e-01 1.122e-10 1.418e-02 7.856e-01 9.937e-10 +72 TP 24 3.676e-11 1.170e-10 1.363e-03 1.567e-03 8.099e-11 9.800e-11 2.433e-10 2.508e-09 1.823e-04 7.006e-10 1.515e-08 5.598e-11 1.056e-03 8.953e-11 2.898e-07 2.380e-01 5.623e-01 3.837e-10 6.635e-11 1.079e-10 3.856e-11 6.862e-11 4.716e-10 1.955e-01 +73 IP 1 5.097e-10 +73 IP 2 5.239e-10 +73 IP 3 1.797e-09 +73 IP 4 9.398e-01 +73 IP 5 6.023e-02 +73 IP 6 5.329e-10 +73 IP 7 5.097e-10 +73 IP 8 5.114e-10 +73 IP 9 5.557e-10 +73 IP 10 5.097e-10 +73 IP 11 1.314e-09 +73 IP 12 5.097e-10 +73 IP 13 5.097e-10 +73 IP 14 5.830e-10 +73 IP 15 5.447e-10 +73 IP 16 5.097e-10 +73 IP 17 5.097e-10 +73 IP 18 5.267e-10 +73 IP 19 5.698e-10 +73 IP 20 6.492e-10 +73 IP 21 5.097e-10 +73 IP 22 5.145e-10 +73 IP 23 5.097e-10 +73 IP 24 5.097e-10 +73 IP 25 8.157e-10 +73 IP 26 6.228e-10 +73 EP 1 1.471e-09 6.922e-04 9.993e-01 7.574e-11 +73 EP 2 8.194e-01 3.699e-02 5.851e-09 1.436e-01 +73 EP 3 1.000e+00 3.812e-09 1.930e-10 2.088e-10 +73 EP 4 9.806e-01 1.943e-02 8.427e-11 5.011e-10 +73 EP 5 9.392e-01 5.968e-02 3.902e-06 1.072e-03 +73 EP 6 3.475e-01 3.117e-02 8.270e-11 6.213e-01 +73 EP 7 8.517e-09 1.000e+00 8.582e-10 1.022e-09 +73 EP 8 6.719e-01 3.017e-03 3.251e-01 3.279e-10 +73 EP 9 9.093e-01 9.072e-02 1.462e-09 2.704e-09 +73 EP 10 1.801e-02 4.663e-10 9.820e-01 1.547e-10 +73 EP 11 1.000e+00 3.851e-10 5.036e-11 1.768e-10 +73 EP 12 1.981e-10 1.383e-09 4.068e-11 1.000e+00 +73 EP 13 5.313e-10 1.424e-10 8.053e-11 1.000e+00 +73 EP 14 6.532e-01 1.734e-02 3.294e-01 5.465e-10 +73 EP 15 4.564e-01 6.317e-04 2.201e-10 5.430e-01 +73 EP 16 1.737e-09 3.888e-09 6.504e-11 1.000e+00 +73 EP 17 1.052e-08 6.396e-10 5.847e-11 1.000e+00 +73 EP 18 1.860e-01 1.499e-02 7.990e-01 8.941e-11 +73 EP 19 8.741e-01 1.233e-02 2.488e-11 1.136e-01 +73 EP 20 9.994e-01 3.396e-09 5.956e-04 8.042e-11 +73 EP 21 4.454e-09 1.195e-09 1.000e+00 1.829e-10 +73 EP 22 8.101e-01 2.042e-02 1.695e-01 1.716e-10 +73 EP 23 1.210e-08 1.000e+00 4.809e-10 1.751e-09 +73 EP 24 3.132e-10 1.644e-10 1.000e+00 6.330e-11 +73 EP 25 5.972e-01 1.454e-02 6.494e-11 3.882e-01 +73 EP 26 9.049e-01 1.172e-09 9.506e-02 4.759e-10 +73 TP 1 6.897e-01 2.517e-10 2.798e-09 1.854e-09 2.629e-03 3.066e-10 2.415e-10 1.674e-09 1.610e-02 1.598e-01 4.275e-03 7.923e-11 8.288e-11 5.611e-10 1.699e-10 2.130e-10 1.597e-10 7.145e-09 1.354e-03 1.368e-09 1.200e-01 8.817e-04 6.883e-04 4.566e-03 9.400e-10 7.856e-06 +73 TP 2 2.473e-10 5.877e-01 9.174e-10 1.264e-09 6.620e-09 8.522e-10 7.290e-10 3.804e-10 8.169e-10 3.382e-10 1.011e-09 6.376e-10 4.067e-01 1.123e-09 3.837e-10 2.215e-09 1.265e-09 6.630e-10 1.201e-09 9.289e-10 3.251e-10 5.236e-10 1.467e-09 5.564e-03 1.569e-09 8.778e-10 +73 TP 3 7.943e-11 1.379e-10 7.476e-01 1.212e-03 2.471e-10 3.030e-10 4.800e-03 8.367e-11 9.006e-11 2.211e-10 4.808e-09 1.275e-10 1.876e-10 5.436e-11 5.633e-11 3.398e-10 1.777e-08 9.807e-05 8.601e-02 1.433e-01 1.699e-02 3.353e-06 7.405e-09 1.237e-10 1.073e-07 1.705e-10 +73 TP 4 5.063e-11 1.194e-10 1.037e-01 8.955e-01 7.118e-04 1.083e-10 1.595e-10 5.927e-11 6.610e-11 1.060e-10 6.983e-08 6.676e-11 9.245e-11 4.870e-11 3.993e-11 1.301e-10 1.712e-10 1.308e-10 4.937e-10 4.423e-10 2.362e-10 4.034e-10 1.167e-09 6.318e-11 6.495e-10 1.302e-10 +73 TP 5 8.851e-10 1.701e-02 7.091e-10 4.926e-04 9.578e-01 3.718e-10 2.803e-10 1.292e-02 4.971e-09 8.919e-10 5.830e-10 4.309e-03 1.192e-09 3.851e-10 2.093e-10 3.197e-10 5.032e-10 9.204e-10 9.803e-10 4.158e-10 2.856e-10 4.567e-10 3.380e-10 7.434e-03 5.355e-10 3.138e-10 +73 TP 6 4.850e-10 7.162e-10 3.428e-03 3.424e-09 6.241e-10 3.884e-01 7.413e-10 3.148e-04 4.633e-10 3.320e-02 8.134e-02 3.093e-02 1.352e-09 2.167e-10 9.169e-10 4.932e-09 2.828e-01 3.522e-10 3.999e-02 5.934e-02 1.369e-10 4.207e-02 3.821e-02 2.602e-10 1.349e-08 6.942e-10 +73 TP 7 4.345e-08 3.175e-06 1.757e-03 3.621e-02 1.499e-09 4.623e-10 1.292e-02 4.916e-09 2.426e-09 2.712e-03 2.458e-01 2.654e-10 1.723e-10 1.124e-09 1.397e-10 1.368e-02 1.169e-09 5.821e-03 1.242e-01 2.672e-01 2.232e-02 1.893e-02 1.603e-01 7.759e-10 8.817e-02 1.275e-09 +73 TP 8 5.993e-01 7.451e-10 1.272e-09 1.394e-09 2.212e-09 4.794e-10 1.136e-09 3.659e-01 5.852e-03 1.048e-07 1.419e-09 4.757e-10 3.590e-10 9.260e-10 6.016e-10 4.304e-10 3.947e-10 1.292e-08 7.531e-10 2.152e-09 1.266e-08 2.890e-02 1.282e-08 1.536e-09 6.603e-10 1.228e-09 +73 TP 9 4.926e-09 2.222e-04 2.648e-09 3.746e-08 1.430e-08 1.709e-09 3.455e-09 3.573e-01 5.695e-01 2.227e-07 2.836e-09 3.353e-02 8.053e-10 1.156e-09 2.232e-02 2.025e-09 1.172e-08 2.680e-09 7.566e-03 5.927e-09 2.199e-09 3.329e-09 9.464e-03 7.795e-10 1.180e-08 2.987e-09 +73 TP 10 2.418e-09 4.398e-10 1.934e-09 2.794e-09 2.416e-09 6.012e-10 3.044e-10 1.316e-09 7.554e-10 4.800e-01 2.097e-09 1.617e-10 1.645e-10 1.086e-09 3.019e-10 5.159e-10 4.006e-10 2.730e-09 2.939e-09 1.023e-09 4.544e-01 6.563e-02 6.700e-10 1.267e-08 2.640e-09 2.333e-09 +73 TP 11 1.289e-10 2.214e-09 1.362e-01 4.003e-09 2.162e-10 2.950e-10 1.310e-03 2.191e-10 1.341e-10 3.693e-03 5.406e-01 1.031e-10 2.237e-10 8.806e-11 1.514e-10 1.123e-02 5.317e-10 3.163e-10 7.000e-02 1.225e-01 1.029e-03 1.563e-02 9.513e-02 1.170e-10 2.623e-03 5.064e-10 +73 TP 12 7.473e-04 1.923e-10 3.603e-09 1.005e-08 1.067e-09 1.204e-09 1.891e-10 3.220e-09 9.330e-10 1.492e-09 7.344e-03 7.732e-01 5.217e-07 1.166e-10 2.187e-01 1.777e-09 2.527e-09 8.958e-11 1.230e-09 8.871e-09 4.829e-11 6.903e-08 4.795e-10 1.048e-10 2.696e-09 2.912e-10 +73 TP 13 9.367e-11 1.180e-02 1.176e-09 3.862e-09 4.159e-03 7.827e-10 1.897e-10 1.244e-10 2.961e-10 1.133e-10 1.400e-09 4.414e-03 7.469e-01 2.568e-10 3.476e-10 2.327e-01 1.667e-09 9.966e-11 1.498e-09 1.180e-09 8.268e-11 3.041e-10 3.799e-10 8.760e-11 2.431e-09 4.185e-10 +73 TP 14 3.987e-10 5.017e-01 1.900e-09 2.401e-09 8.410e-02 9.084e-10 8.044e-10 5.239e-10 1.021e-09 6.226e-10 2.301e-09 3.292e-10 4.970e-09 4.101e-01 3.255e-10 4.061e-03 5.811e-10 1.115e-09 2.061e-09 3.327e-09 1.099e-09 1.089e-09 1.634e-09 1.215e-09 1.520e-09 6.389e-09 +73 TP 15 2.362e-02 8.594e-10 3.247e-09 1.997e-08 5.229e-02 1.497e-09 1.465e-09 1.888e-01 2.978e-01 3.558e-02 4.656e-09 7.159e-10 5.692e-10 4.231e-10 3.708e-01 9.132e-10 1.388e-09 3.947e-10 5.194e-03 3.536e-03 2.422e-10 1.411e-02 8.268e-03 3.542e-10 2.948e-09 1.189e-09 +73 TP 16 9.950e-11 5.538e-10 7.540e-09 4.021e-09 1.536e-09 1.018e-09 1.748e-10 1.538e-10 3.445e-10 1.312e-10 2.240e-08 1.813e-03 6.635e-10 1.857e-10 4.853e-10 5.494e-01 3.799e-09 1.035e-10 3.719e-09 1.753e-09 7.189e-11 3.114e-10 2.700e-10 9.529e-11 4.488e-01 4.504e-10 +73 TP 17 8.426e-11 3.901e-10 9.530e-02 1.336e-01 3.482e-10 2.346e-01 1.117e-09 1.444e-10 4.751e-10 6.469e-05 3.066e-01 1.284e-01 9.772e-10 6.321e-11 3.777e-10 7.277e-06 4.281e-02 1.607e-05 2.235e-06 2.264e-02 3.210e-11 6.418e-10 3.590e-02 1.549e-05 3.660e-09 2.448e-10 +73 TP 18 5.357e-10 3.214e-10 7.973e-02 5.554e-08 4.992e-10 1.450e-10 1.121e-08 3.980e-10 3.654e-10 1.078e-09 2.701e-03 7.269e-11 7.234e-11 5.790e-10 9.262e-11 9.854e-11 8.203e-11 4.464e-01 1.318e-09 5.065e-02 1.253e-08 6.182e-03 3.766e-02 1.793e-01 2.359e-10 1.974e-01 +73 TP 19 1.235e-10 2.937e-10 1.733e-08 1.594e-08 3.903e-10 1.376e-05 2.606e-09 1.614e-10 2.101e-10 3.974e-10 3.837e-09 7.261e-10 7.352e-10 8.469e-11 1.705e-10 2.959e-04 4.325e-01 5.548e-10 5.671e-01 4.054e-06 1.287e-10 1.021e-09 1.989e-09 1.969e-10 4.062e-08 2.641e-10 +73 TP 20 1.472e-10 3.099e-10 5.422e-09 3.511e-09 2.784e-10 1.300e-09 2.399e-01 1.492e-10 1.520e-10 6.864e-10 2.047e-09 4.399e-10 1.014e-09 9.032e-11 9.169e-11 1.035e-02 3.413e-07 1.007e-01 4.659e-02 5.635e-01 3.894e-02 4.059e-09 2.274e-09 2.749e-10 1.407e-09 2.343e-10 +73 TP 21 7.547e-10 2.253e-10 1.721e-01 2.654e-01 2.001e-09 1.734e-10 4.028e-10 7.342e-10 4.924e-10 3.580e-09 3.967e-01 6.569e-11 6.868e-11 6.180e-10 1.009e-10 1.469e-10 9.394e-11 3.958e-09 1.098e-09 1.672e-09 7.053e-02 7.440e-02 1.568e-02 5.232e-03 3.487e-10 3.074e-09 +73 TP 22 2.560e-09 1.325e-09 5.130e-09 4.974e-09 2.383e-09 7.655e-10 1.196e-09 2.237e-09 1.296e-09 2.415e-02 6.578e-09 4.461e-10 5.242e-10 1.523e-09 4.709e-10 9.850e-10 6.982e-10 1.929e-02 1.886e-09 5.533e-09 6.201e-01 3.331e-01 1.565e-05 5.700e-09 1.858e-09 3.309e-03 +73 TP 23 1.035e-10 7.749e-10 1.157e-01 2.014e-01 5.931e-10 2.570e-10 2.408e-10 2.035e-10 3.762e-10 1.247e-10 6.684e-01 9.050e-11 1.395e-10 7.140e-10 1.479e-10 4.183e-10 2.884e-10 2.309e-10 3.146e-09 2.438e-09 2.797e-10 8.958e-10 1.443e-02 9.731e-11 4.681e-05 9.760e-10 +73 TP 24 4.494e-10 1.311e-02 1.106e-09 1.780e-09 2.200e-09 1.861e-10 1.230e-10 1.664e-10 2.280e-10 5.406e-10 1.531e-09 7.078e-11 7.169e-11 2.351e-01 1.020e-10 1.187e-10 9.578e-11 6.224e-10 5.003e-09 1.403e-09 9.163e-10 4.220e-10 2.512e-10 7.413e-01 2.934e-10 1.042e-02 +73 TP 25 1.283e-10 3.746e-03 2.205e-03 1.283e-01 3.683e-09 1.154e-09 5.398e-10 3.103e-10 5.898e-10 2.864e-10 3.123e-01 3.565e-10 3.683e-10 2.208e-10 4.960e-07 1.557e-09 1.284e-09 3.147e-10 9.280e-09 6.887e-09 1.219e-10 3.179e-03 1.773e-02 1.990e-10 5.326e-01 6.182e-10 +73 TP 26 1.156e-09 1.186e-09 9.128e-07 6.552e-08 1.397e-09 1.633e-09 2.880e-04 1.150e-09 1.188e-09 1.430e-09 6.359e-06 7.132e-10 1.022e-09 1.433e-09 4.311e-10 1.875e-01 1.982e-09 3.112e-02 9.714e-02 9.003e-02 6.462e-09 5.380e-09 1.066e-01 2.888e-02 1.517e-08 4.585e-01 +74 IP 1 5.260e-10 +74 IP 2 8.359e-10 +74 IP 3 5.309e-10 +74 IP 4 6.683e-10 +74 IP 5 5.260e-10 +74 IP 6 1.000e+00 +74 IP 7 5.258e-10 +74 IP 8 5.258e-10 +74 IP 9 5.259e-10 +74 IP 10 5.258e-10 +74 IP 11 6.174e-10 +74 IP 12 5.258e-10 +74 IP 13 6.062e-10 +74 IP 14 1.290e-09 +74 IP 15 6.885e-10 +74 IP 16 5.258e-10 +74 IP 17 5.258e-10 +74 IP 18 6.044e-10 +74 IP 19 5.299e-10 +74 IP 20 7.108e-10 +74 IP 21 5.258e-10 +74 IP 22 5.797e-10 +74 IP 23 5.258e-10 +74 IP 24 5.258e-10 +74 EP 1 1.121e-03 8.873e-09 9.989e-01 1.230e-10 +74 EP 2 1.000e+00 4.538e-10 3.692e-11 4.585e-11 +74 EP 3 6.357e-01 9.399e-03 6.495e-11 3.549e-01 +74 EP 4 3.729e-01 5.483e-03 6.216e-01 1.764e-10 +74 EP 5 4.819e-01 7.380e-03 3.634e-10 5.107e-01 +74 EP 6 1.000e+00 3.175e-10 7.402e-11 2.355e-10 +74 EP 7 9.123e-08 1.000e+00 1.523e-09 3.160e-08 +74 EP 8 2.934e-10 2.108e-10 5.072e-11 1.000e+00 +74 EP 9 3.203e-03 1.510e-10 9.968e-01 6.928e-11 +74 EP 10 1.195e-08 1.000e+00 5.071e-10 1.033e-09 +74 EP 11 6.746e-01 2.303e-02 3.024e-01 1.274e-10 +74 EP 12 1.684e-09 9.420e-04 5.783e-11 9.991e-01 +74 EP 13 5.209e-01 2.652e-08 4.274e-11 4.791e-01 +74 EP 14 1.000e+00 2.450e-10 4.286e-11 7.919e-11 +74 EP 15 7.706e-01 2.571e-09 3.592e-10 2.294e-01 +74 EP 16 9.828e-09 1.000e+00 5.583e-10 8.671e-10 +74 EP 17 1.066e-09 2.132e-09 6.613e-11 1.000e+00 +74 EP 18 8.833e-01 4.184e-02 6.800e-02 6.818e-03 +74 EP 19 7.029e-01 2.681e-03 2.944e-01 4.966e-10 +74 EP 20 9.192e-01 8.083e-02 2.218e-09 1.112e-09 +74 EP 21 7.243e-10 1.566e-04 9.998e-01 9.391e-11 +74 EP 22 5.273e-01 3.418e-03 3.750e-10 4.693e-01 +74 EP 23 2.070e-06 1.315e-09 1.110e-10 1.000e+00 +74 EP 24 3.719e-04 7.283e-09 9.996e-01 1.420e-10 +74 TP 1 8.937e-02 4.419e-02 1.451e-10 4.049e-09 1.338e-10 7.481e-02 5.495e-11 5.679e-11 1.578e-01 2.932e-02 2.805e-01 1.204e-10 1.382e-10 3.179e-01 1.664e-10 1.981e-10 1.173e-04 8.073e-09 4.668e-10 6.922e-10 5.417e-10 7.649e-11 4.797e-11 6.022e-03 +74 TP 2 7.396e-02 6.526e-01 2.984e-03 8.585e-08 1.652e-10 3.832e-02 1.466e-10 1.626e-09 1.283e-09 4.293e-03 2.350e-10 4.928e-09 9.802e-02 2.048e-03 7.015e-11 9.690e-02 1.089e-10 8.042e-11 6.275e-11 1.178e-10 7.562e-11 2.606e-11 3.090e-02 4.072e-10 +74 TP 3 2.356e-10 4.460e-09 4.582e-01 2.695e-10 1.916e-09 1.353e-08 2.573e-03 2.536e-09 1.888e-10 1.882e-09 4.706e-10 7.809e-09 3.246e-08 2.709e-03 1.769e-09 1.591e-09 2.117e-09 5.712e-10 2.959e-10 4.708e-10 1.667e-10 4.511e-10 5.365e-01 2.258e-10 +74 TP 4 5.599e-09 3.709e-06 3.521e-04 4.249e-01 2.609e-10 1.372e-01 1.561e-10 1.481e-10 5.545e-09 9.938e-03 8.639e-03 1.584e-10 4.686e-10 4.189e-01 5.499e-10 3.803e-10 1.512e-10 1.504e-09 3.921e-10 8.778e-10 4.554e-10 1.921e-10 2.203e-09 1.217e-09 +74 TP 5 3.202e-10 1.809e-09 4.056e-09 3.542e-10 3.956e-01 2.938e-06 6.832e-10 6.044e-01 2.881e-10 5.213e-10 5.898e-10 1.361e-09 2.280e-09 2.690e-09 1.069e-09 4.653e-10 8.660e-10 1.764e-07 3.266e-10 1.012e-09 2.562e-10 6.287e-10 4.656e-09 2.880e-10 +74 TP 6 1.775e-10 4.097e-03 3.642e-10 1.992e-10 2.554e-09 8.526e-01 1.005e-10 3.616e-10 3.465e-10 1.503e-10 1.924e-10 1.440e-10 3.603e-10 1.410e-01 9.294e-11 1.475e-10 8.192e-11 4.704e-10 1.429e-10 2.288e-03 9.278e-11 3.702e-11 5.179e-10 1.275e-10 +74 TP 7 1.444e-08 6.120e-08 3.500e-01 5.137e-03 1.590e-08 6.557e-08 7.882e-03 1.478e-02 2.491e-09 1.950e-08 7.656e-09 5.370e-02 1.504e-01 6.770e-08 2.098e-08 7.342e-09 7.304e-04 9.801e-09 9.034e-09 4.533e-08 2.328e-09 2.431e-02 3.930e-01 3.804e-09 +74 TP 8 7.194e-11 1.027e-09 3.576e-02 9.309e-11 4.188e-10 7.689e-03 3.323e-04 7.684e-01 5.609e-11 2.277e-10 1.869e-10 8.121e-03 1.246e-09 5.555e-08 5.915e-10 2.004e-10 5.766e-06 8.977e-03 1.160e-10 4.249e-10 7.559e-11 4.371e-10 1.707e-01 9.236e-11 +74 TP 9 1.676e-09 2.115e-09 1.028e-03 1.458e-09 5.777e-04 1.877e-09 6.452e-11 7.467e-11 7.447e-01 5.967e-06 2.707e-09 7.207e-11 2.058e-10 1.496e-09 2.667e-10 1.767e-10 6.613e-11 2.515e-01 7.541e-10 4.329e-10 2.191e-03 1.091e-10 9.630e-11 9.529e-10 +74 TP 10 6.323e-10 5.075e-04 1.315e-09 6.614e-10 1.831e-09 1.974e-01 1.370e-10 2.154e-10 1.587e-10 1.913e-02 6.365e-10 1.621e-10 5.522e-10 7.819e-01 5.385e-10 2.080e-10 1.352e-10 1.057e-03 2.599e-07 6.879e-10 1.148e-10 1.312e-10 5.202e-10 1.691e-10 +74 TP 11 2.153e-01 1.372e-01 8.828e-02 7.664e-03 2.962e-02 5.139e-08 2.473e-10 5.132e-05 4.400e-02 4.349e-02 3.249e-01 1.321e-09 1.266e-04 1.086e-01 7.020e-10 1.227e-09 4.091e-04 2.352e-09 1.106e-09 1.107e-09 1.271e-09 2.526e-10 4.860e-10 3.683e-04 +74 TP 12 2.419e-10 2.053e-06 1.580e-09 1.400e-10 6.573e-10 4.074e-03 1.225e-03 1.320e-09 4.901e-10 1.273e-02 6.557e-10 5.123e-01 2.198e-09 1.191e-06 2.881e-01 3.856e-04 1.760e-01 2.633e-10 4.181e-07 7.062e-10 5.074e-10 8.211e-10 1.919e-08 5.236e-03 +74 TP 13 7.683e-11 9.018e-02 2.561e-08 7.716e-11 3.994e-10 1.235e-02 1.269e-02 8.493e-10 1.323e-10 3.984e-02 1.572e-10 2.196e-01 4.707e-01 1.543e-01 1.097e-09 4.013e-09 6.565e-10 1.789e-10 9.359e-11 1.983e-10 5.524e-11 2.222e-10 2.426e-04 6.827e-11 +74 TP 14 2.105e-10 3.131e-01 1.793e-02 7.800e-03 3.915e-05 2.391e-08 8.778e-11 2.217e-06 6.000e-11 7.866e-02 2.094e-10 3.330e-10 1.316e-03 5.749e-01 1.049e-10 1.270e-09 1.663e-10 1.281e-10 8.096e-11 9.877e-11 6.809e-11 3.120e-11 5.489e-03 7.960e-04 +74 TP 15 1.768e-09 3.491e-01 1.482e-09 3.334e-09 2.130e-09 1.094e-08 2.384e-03 1.171e-09 4.292e-10 6.458e-02 2.582e-09 1.706e-09 3.177e-09 2.836e-07 4.279e-01 1.055e-04 3.800e-09 5.899e-10 1.254e-09 8.482e-10 5.808e-10 7.919e-10 3.154e-09 1.559e-01 +74 TP 16 2.302e-02 6.049e-01 4.377e-02 2.910e-02 7.561e-03 1.365e-02 3.914e-10 5.185e-04 4.840e-10 1.781e-01 1.290e-09 5.306e-10 4.607e-02 1.440e-03 5.763e-10 1.874e-02 4.183e-10 1.508e-09 4.647e-04 1.041e-03 6.814e-10 1.488e-10 3.018e-02 1.488e-03 +74 TP 17 1.304e-10 1.047e-09 1.344e-09 1.735e-10 1.423e-09 3.232e-08 4.946e-10 9.881e-03 1.188e-10 2.523e-10 2.989e-10 7.290e-10 7.382e-10 2.200e-09 1.014e-09 1.722e-10 7.351e-01 4.709e-10 4.549e-03 7.984e-09 1.477e-02 2.357e-01 1.616e-09 2.798e-09 +74 TP 18 2.024e-09 1.284e-09 2.351e-09 2.683e-09 2.973e-01 1.163e-02 2.668e-10 3.131e-02 1.532e-02 1.043e-02 1.469e-09 4.392e-10 8.240e-10 1.268e-09 6.250e-10 1.105e-09 3.382e-10 6.210e-01 6.872e-10 1.305e-02 4.875e-10 3.581e-10 3.326e-09 9.454e-10 +74 TP 19 2.258e-08 2.083e-09 6.838e-10 2.947e-02 7.662e-10 2.617e-09 3.655e-10 5.938e-10 1.269e-09 2.711e-09 1.606e-08 5.033e-10 6.913e-10 2.360e-09 9.878e-10 8.245e-10 7.435e-10 1.509e-09 3.531e-01 3.352e-08 6.123e-01 1.029e-09 4.259e-10 5.118e-03 +74 TP 20 2.637e-09 2.644e-09 1.227e-09 5.556e-09 1.821e-04 6.378e-02 5.095e-10 1.220e-09 7.928e-10 1.448e-02 2.222e-09 9.125e-10 1.530e-09 3.409e-09 1.339e-09 1.049e-09 3.043e-02 8.362e-03 2.493e-01 6.301e-01 4.345e-09 3.433e-03 1.162e-09 5.478e-09 +74 TP 21 3.267e-08 2.448e-05 1.104e-06 1.688e-03 2.923e-10 2.341e-09 1.013e-10 1.158e-10 3.046e-09 8.243e-04 3.374e-09 1.212e-10 3.501e-10 1.319e-06 6.963e-10 2.245e-10 9.528e-11 4.281e-10 6.507e-10 2.335e-02 6.833e-01 2.124e-10 7.529e-10 2.908e-01 +74 TP 22 5.026e-10 2.939e-09 1.276e-09 7.841e-10 1.563e-03 8.465e-08 1.088e-09 3.624e-09 3.511e-10 9.635e-10 1.031e-09 1.254e-09 1.646e-09 5.836e-09 2.908e-09 5.373e-10 7.238e-09 1.890e-09 2.403e-01 3.688e-01 3.633e-09 3.893e-01 3.995e-09 1.354e-09 +74 TP 23 6.992e-11 1.255e-06 1.204e-01 7.955e-11 5.767e-10 2.076e-01 4.652e-04 3.896e-09 9.713e-11 2.492e-02 1.731e-10 8.637e-06 4.526e-09 6.203e-01 1.406e-09 6.979e-10 1.198e-08 3.364e-10 1.060e-10 3.251e-10 6.614e-11 8.435e-10 2.636e-02 7.246e-11 +74 TP 24 9.156e-07 2.416e-08 1.021e-09 6.287e-01 2.614e-10 1.860e-09 1.289e-10 1.253e-10 7.610e-03 5.042e-10 2.547e-08 1.478e-10 4.185e-10 8.869e-09 1.019e-09 2.254e-10 1.211e-10 5.157e-10 7.055e-10 9.862e-10 1.135e-09 2.572e-10 1.176e-04 3.636e-01 +75 IP 1 5.305e-10 +75 IP 2 5.308e-10 +75 IP 3 5.463e-10 +75 IP 4 6.807e-10 +75 IP 5 5.305e-10 +75 IP 6 5.305e-10 +75 IP 7 5.306e-10 +75 IP 8 2.640e-09 +75 IP 9 5.305e-10 +75 IP 10 5.416e-10 +75 IP 11 5.305e-10 +75 IP 12 5.946e-10 +75 IP 13 5.305e-10 +75 IP 14 5.306e-10 +75 IP 15 5.305e-10 +75 IP 16 5.655e-10 +75 IP 17 5.306e-10 +75 IP 18 5.305e-10 +75 IP 19 8.459e-01 +75 IP 20 5.305e-10 +75 IP 21 5.306e-10 +75 IP 22 5.305e-10 +75 IP 23 1.541e-01 +75 IP 24 7.626e-10 +75 IP 25 5.305e-10 +75 IP 26 5.305e-10 +75 IP 27 5.313e-10 +75 IP 28 5.305e-10 +75 IP 29 5.305e-10 +75 EP 1 9.300e-03 1.135e-09 9.907e-01 7.101e-10 +75 EP 2 8.538e-01 3.153e-02 1.147e-01 2.015e-09 +75 EP 3 1.000e+00 1.112e-08 3.657e-09 1.080e-07 +75 EP 4 1.000e+00 5.738e-10 3.099e-10 3.139e-10 +75 EP 5 9.035e-08 1.848e-07 3.310e-08 1.000e+00 +75 EP 6 3.072e-06 2.655e-09 6.453e-10 1.000e+00 +75 EP 7 1.000e+00 1.583e-08 3.177e-06 6.202e-09 +75 EP 8 5.637e-01 8.678e-03 9.346e-10 4.276e-01 +75 EP 9 2.371e-09 1.638e-09 1.123e-09 1.000e+00 +75 EP 10 8.480e-01 3.664e-02 9.689e-02 1.849e-02 +75 EP 11 5.211e-08 1.000e+00 9.078e-09 3.485e-08 +75 EP 12 1.109e-01 1.916e-03 8.872e-01 2.977e-10 +75 EP 13 9.697e-09 1.000e+00 2.521e-09 2.423e-09 +75 EP 14 6.079e-01 4.461e-09 3.921e-01 3.977e-09 +75 EP 15 3.678e-01 6.290e-04 1.681e-09 6.316e-01 +75 EP 16 7.258e-01 2.554e-08 2.805e-10 2.742e-01 +75 EP 17 4.103e-01 3.481e-03 1.669e-09 5.862e-01 +75 EP 18 2.941e-08 1.000e+00 1.699e-09 2.845e-09 +75 EP 19 9.263e-01 7.356e-02 1.779e-09 1.479e-04 +75 EP 20 5.997e-09 2.022e-09 1.943e-09 1.000e+00 +75 EP 21 3.070e-04 1.762e-09 1.965e-10 9.997e-01 +75 EP 22 6.907e-01 7.710e-03 3.016e-01 4.194e-09 +75 EP 23 9.924e-01 7.576e-03 2.202e-09 1.250e-09 +75 EP 24 1.000e+00 5.284e-07 1.695e-10 5.273e-10 +75 EP 25 5.820e-09 5.393e-04 9.995e-01 1.609e-09 +75 EP 26 9.282e-09 3.750e-09 1.000e+00 9.394e-10 +75 EP 27 8.549e-01 5.265e-02 3.881e-09 9.241e-02 +75 EP 28 1.311e-09 3.716e-08 5.388e-10 1.000e+00 +75 EP 29 4.518e-09 2.399e-09 1.000e+00 2.073e-09 +75 TP 1 6.467e-01 1.797e-09 8.802e-10 1.090e-08 6.773e-10 9.433e-10 2.112e-06 2.855e-08 6.848e-10 3.530e-01 6.995e-10 3.659e-09 2.886e-04 7.584e-10 8.257e-10 1.173e-09 1.316e-09 7.140e-10 1.259e-08 6.748e-10 6.422e-09 6.584e-10 1.013e-09 2.606e-09 7.485e-10 1.004e-09 7.380e-10 7.254e-10 6.683e-10 +75 TP 2 4.642e-09 4.128e-01 4.974e-09 1.611e-08 2.226e-09 2.589e-02 5.333e-09 6.036e-08 2.700e-09 4.868e-09 2.771e-09 4.338e-02 2.952e-02 4.678e-09 4.292e-09 1.693e-07 5.908e-09 2.955e-09 7.219e-08 2.434e-09 1.095e-02 2.342e-09 2.368e-08 3.674e-08 1.963e-08 4.774e-01 2.935e-09 8.399e-09 2.336e-09 +75 TP 3 4.784e-09 3.999e-08 1.669e-01 2.633e-01 1.098e-01 6.726e-08 1.153e-08 4.793e-08 5.843e-09 7.679e-09 1.076e-03 1.526e-07 7.036e-02 3.502e-01 6.082e-09 2.285e-08 5.356e-09 2.072e-02 4.295e-08 5.341e-09 2.776e-08 5.257e-09 1.271e-04 1.750e-02 2.800e-08 7.027e-09 8.006e-09 5.109e-09 4.713e-09 +75 TP 4 1.041e-09 2.194e-04 6.827e-10 3.621e-01 3.140e-10 8.330e-02 6.938e-03 3.897e-09 6.759e-10 4.676e-10 6.378e-10 3.091e-09 3.969e-02 3.370e-04 1.359e-02 1.917e-02 8.727e-10 4.407e-02 2.825e-09 3.970e-10 3.001e-09 2.991e-10 4.612e-04 3.787e-01 7.890e-03 4.024e-02 2.959e-10 3.248e-03 2.828e-10 +75 TP 5 3.168e-08 4.809e-08 7.110e-02 2.763e-01 8.740e-02 3.705e-02 8.434e-08 4.220e-07 3.948e-08 5.888e-02 4.505e-02 2.067e-05 9.136e-02 2.454e-01 4.264e-08 3.300e-07 7.021e-08 1.710e-07 4.695e-07 3.861e-08 1.715e-07 4.551e-08 1.495e-07 6.274e-07 3.304e-08 3.079e-08 8.311e-02 3.556e-08 4.380e-03 +75 TP 6 1.658e-08 6.409e-10 2.178e-02 1.179e-01 1.482e-09 2.909e-09 6.340e-10 1.121e-08 4.511e-02 9.519e-10 2.036e-02 9.668e-10 1.915e-02 5.796e-10 9.452e-02 5.077e-01 1.011e-09 8.642e-10 8.055e-09 3.185e-09 3.099e-09 5.450e-10 3.590e-08 1.734e-01 5.369e-10 5.399e-10 6.390e-10 1.043e-09 5.325e-10 +75 TP 7 7.292e-01 2.316e-05 1.172e-08 1.701e-08 7.436e-09 2.016e-08 2.707e-01 1.386e-07 1.208e-08 1.165e-08 1.345e-08 4.867e-07 2.063e-08 1.494e-08 2.852e-08 2.149e-08 1.747e-08 2.574e-06 1.022e-07 9.878e-09 2.405e-06 7.496e-09 1.640e-08 3.171e-08 1.437e-08 2.203e-08 8.187e-09 1.516e-07 7.497e-09 +75 TP 8 1.866e-10 2.914e-10 1.878e-10 2.656e-10 1.139e-10 1.959e-10 5.217e-10 5.214e-01 1.645e-10 4.817e-10 2.923e-10 2.999e-02 1.278e-10 1.722e-10 2.223e-10 2.430e-10 2.868e-09 1.061e-10 3.825e-01 1.924e-10 6.607e-02 1.225e-10 2.084e-10 5.587e-10 7.933e-11 1.037e-10 2.491e-10 2.335e-10 8.623e-11 +75 TP 9 1.260e-09 2.323e-09 2.035e-01 1.805e-02 2.691e-09 1.029e-08 1.570e-09 1.082e-08 4.910e-01 1.519e-09 6.606e-04 1.333e-08 1.076e-02 9.792e-02 1.973e-09 3.725e-03 1.347e-09 3.585e-09 1.383e-08 1.740e-01 1.313e-08 1.504e-09 4.086e-04 2.403e-07 1.264e-09 1.164e-09 2.122e-09 1.459e-09 1.720e-09 +75 TP 10 6.304e-09 3.334e-09 1.069e-09 1.256e-09 7.909e-10 2.325e-09 2.219e-02 5.207e-08 1.075e-09 6.320e-01 1.156e-09 1.372e-08 2.551e-03 1.248e-09 1.508e-09 1.515e-09 3.422e-01 1.825e-05 2.665e-08 9.563e-10 1.901e-07 8.674e-10 1.135e-09 1.892e-09 1.477e-09 1.943e-09 6.885e-04 3.257e-04 7.025e-10 +75 TP 11 9.132e-09 1.390e-07 5.140e-08 4.148e-08 1.021e-08 2.959e-02 1.015e-08 2.206e-07 2.957e-08 1.393e-08 5.549e-03 1.665e-08 1.080e-08 7.218e-04 3.881e-02 9.075e-01 1.385e-08 9.504e-09 2.122e-07 1.243e-08 8.221e-08 9.262e-09 1.577e-02 8.450e-08 9.581e-09 9.329e-09 1.049e-08 2.012e-03 9.031e-09 +75 TP 12 2.457e-10 2.298e-04 1.674e-10 1.863e-10 7.108e-11 2.682e-10 4.932e-10 2.032e-08 1.049e-10 9.180e-10 4.619e-11 6.768e-01 4.139e-11 2.093e-10 2.039e-10 2.511e-10 7.588e-10 3.322e-11 3.206e-01 9.383e-11 2.382e-03 3.585e-11 1.142e-10 3.960e-10 6.079e-11 9.977e-11 7.283e-11 1.821e-10 4.210e-11 +75 TP 13 1.982e-09 5.950e-09 6.278e-09 8.491e-01 1.883e-09 2.110e-09 5.383e-09 2.247e-08 1.899e-09 3.612e-09 2.093e-09 4.897e-09 1.227e-02 2.769e-03 2.018e-09 3.946e-09 2.125e-09 1.935e-09 2.942e-08 1.871e-09 6.901e-09 1.962e-09 1.351e-01 7.570e-04 2.069e-09 2.027e-09 2.177e-09 1.969e-09 1.848e-09 +75 TP 14 5.961e-09 1.036e-01 4.344e-09 4.557e-09 3.691e-09 3.788e-09 1.510e-08 3.441e-08 3.716e-09 4.530e-09 4.232e-09 8.353e-08 4.019e-09 2.918e-01 3.775e-09 4.231e-09 3.793e-09 3.886e-09 6.132e-08 3.726e-09 9.366e-09 4.424e-09 5.130e-09 5.923e-09 6.046e-01 1.477e-08 4.176e-09 3.708e-09 4.808e-09 +75 TP 15 2.112e-09 3.066e-09 1.470e-05 7.628e-04 3.730e-09 7.913e-03 2.405e-09 2.424e-08 5.899e-01 2.821e-09 6.234e-02 9.676e-09 2.043e-02 2.571e-09 3.184e-01 4.979e-05 2.646e-09 5.033e-09 2.489e-08 3.352e-09 1.947e-08 1.832e-09 1.575e-08 1.948e-04 1.785e-09 1.752e-09 2.503e-09 3.080e-09 1.761e-09 +75 TP 16 8.038e-10 3.318e-09 2.101e-03 1.195e-01 1.464e-09 2.524e-02 6.373e-10 7.624e-09 1.347e-09 1.142e-09 6.559e-03 3.735e-09 2.840e-02 2.960e-07 2.248e-09 5.769e-01 2.209e-03 1.188e-09 6.490e-09 5.032e-10 2.326e-03 3.470e-10 3.603e-08 2.367e-01 4.214e-10 4.426e-10 4.852e-10 4.737e-06 3.066e-10 +75 TP 17 2.478e-09 1.492e-09 2.571e-09 2.930e-09 2.028e-09 3.774e-09 1.743e-09 1.362e-07 2.790e-09 1.826e-02 6.835e-09 5.204e-09 1.477e-09 1.290e-09 4.041e-09 4.375e-09 3.731e-01 1.392e-09 9.774e-08 2.275e-09 2.236e-07 1.154e-09 3.137e-09 4.740e-09 1.169e-09 1.216e-09 2.611e-09 6.087e-01 1.102e-09 +75 TP 18 2.029e-09 3.207e-09 3.488e-09 5.717e-01 1.417e-09 1.654e-01 1.727e-02 4.950e-08 1.748e-09 4.295e-09 1.879e-09 6.473e-09 1.619e-01 2.949e-04 3.423e-09 1.487e-07 7.049e-09 2.188e-02 1.567e-08 1.774e-09 1.571e-08 1.467e-09 3.113e-09 9.231e-04 7.650e-03 4.608e-02 1.466e-09 6.850e-03 1.312e-09 +75 TP 19 1.898e-04 1.072e-10 2.126e-11 2.850e-11 1.912e-11 4.589e-11 1.051e-08 3.104e-02 3.269e-11 3.060e-08 3.834e-11 3.202e-02 1.311e-11 5.044e-11 4.837e-11 4.132e-11 7.151e-05 2.128e-11 9.128e-01 2.408e-11 2.377e-02 2.226e-11 1.284e-04 6.316e-11 4.422e-11 2.114e-10 1.429e-11 5.533e-11 8.474e-12 +75 TP 20 2.103e-09 2.382e-09 2.659e-09 2.533e-09 2.285e-09 2.280e-09 2.394e-09 1.866e-08 2.364e-09 2.201e-09 9.285e-05 2.744e-08 2.465e-09 2.928e-09 2.156e-09 2.619e-09 2.091e-09 2.095e-09 4.155e-08 6.804e-01 1.740e-03 2.664e-02 4.685e-09 3.241e-09 2.081e-09 2.001e-09 2.627e-01 2.110e-09 2.843e-02 +75 TP 21 1.402e-10 1.802e-10 1.968e-10 3.354e-10 2.220e-10 2.473e-10 2.865e-10 3.109e-01 2.705e-10 2.425e-10 3.687e-10 7.979e-08 4.562e-05 2.108e-10 1.526e-10 2.971e-10 1.174e-10 9.024e-11 8.062e-04 4.443e-10 6.883e-01 1.554e-10 3.250e-10 6.718e-10 7.710e-11 7.827e-11 3.126e-10 1.157e-10 1.876e-10 +75 TP 22 7.495e-09 1.342e-08 5.063e-09 5.433e-09 4.148e-09 4.590e-09 2.877e-08 1.085e-07 4.280e-09 6.664e-09 4.963e-09 1.155e-07 5.145e-09 8.317e-09 4.510e-09 5.161e-09 4.495e-09 4.561e-09 1.032e-07 4.487e-09 2.225e-08 3.881e-01 5.305e-09 6.947e-09 6.379e-09 6.952e-09 9.760e-03 4.319e-09 6.021e-01 +75 TP 23 5.739e-10 6.366e-10 5.093e-10 6.217e-02 2.834e-10 8.197e-10 6.474e-10 5.972e-09 3.800e-10 4.540e-10 5.364e-10 2.912e-09 7.425e-10 4.632e-10 4.480e-10 1.506e-09 3.882e-10 3.550e-10 5.946e-02 2.841e-10 2.218e-09 3.264e-10 8.784e-01 2.846e-09 4.698e-10 6.443e-10 2.588e-10 4.207e-10 2.352e-10 +75 TP 24 8.160e-03 4.984e-10 1.501e-10 1.977e-09 9.021e-11 7.103e-02 1.718e-09 7.004e-10 2.793e-10 9.046e-11 1.368e-09 6.050e-10 3.070e-10 3.556e-06 9.562e-03 1.373e-04 9.801e-11 3.281e-02 4.884e-10 9.002e-11 3.909e-10 8.592e-11 8.636e-03 8.362e-01 7.550e-07 3.351e-02 7.036e-11 1.165e-10 8.603e-11 +75 TP 25 5.216e-09 1.038e-01 2.186e-09 2.059e-01 1.617e-09 1.858e-09 1.970e-09 2.443e-08 1.609e-09 2.712e-09 1.688e-09 1.834e-08 5.844e-04 2.896e-09 1.664e-09 2.531e-09 1.741e-09 1.671e-09 6.329e-08 1.600e-09 5.857e-09 1.683e-09 2.017e-01 8.943e-09 4.304e-01 5.758e-02 1.861e-09 1.635e-09 1.873e-09 +75 TP 26 1.261e-01 1.456e-01 1.495e-09 3.625e-01 8.761e-10 1.027e-09 3.573e-02 1.360e-08 9.600e-10 2.116e-09 9.777e-10 5.962e-09 3.170e-02 2.031e-09 1.140e-09 1.374e-09 1.144e-09 1.020e-09 2.689e-08 9.598e-10 6.815e-09 9.724e-10 4.968e-03 2.169e-01 7.435e-08 7.647e-02 1.045e-09 1.004e-09 9.402e-10 +75 TP 27 3.684e-09 5.277e-09 3.820e-09 4.153e-09 3.278e-09 4.047e-09 5.841e-09 3.513e-07 3.379e-09 5.788e-09 3.497e-09 6.167e-08 3.744e-09 4.508e-09 3.455e-09 4.359e-09 3.608e-09 3.313e-09 6.277e-08 2.400e-02 1.907e-08 3.929e-01 4.394e-09 5.522e-09 3.539e-09 3.531e-09 5.831e-01 3.286e-09 5.698e-09 +75 TP 28 3.094e-06 1.140e-09 5.149e-09 1.785e-02 1.060e-09 8.058e-04 8.632e-10 7.636e-08 8.215e-03 6.212e-03 4.288e-03 4.146e-09 1.041e-09 7.949e-10 1.222e-09 2.487e-01 1.557e-09 6.723e-10 1.999e-07 5.405e-04 7.286e-08 6.358e-10 3.192e-02 4.526e-09 5.809e-10 6.050e-10 4.247e-09 6.815e-01 5.740e-10 +75 TP 29 4.918e-09 1.929e-02 2.799e-09 3.601e-09 2.135e-09 3.101e-09 2.662e-09 2.861e-08 2.110e-09 3.480e-09 2.230e-09 3.994e-08 1.547e-03 1.762e-03 2.229e-09 3.414e-09 2.352e-09 2.203e-09 6.150e-08 2.079e-09 6.423e-09 5.910e-09 3.864e-09 5.141e-09 3.085e-01 4.690e-09 1.658e-02 2.181e-09 6.523e-01 +76 IP 1 6.180e-10 +76 IP 2 6.180e-10 +76 IP 3 1.069e-09 +76 IP 4 6.409e-10 +76 IP 5 6.180e-10 +76 IP 6 7.136e-10 +76 IP 7 6.180e-10 +76 IP 8 6.248e-10 +76 IP 9 1.110e-01 +76 IP 10 6.180e-10 +76 IP 11 6.197e-10 +76 IP 12 7.578e-10 +76 IP 13 6.968e-10 +76 IP 14 6.180e-10 +76 IP 15 6.385e-10 +76 IP 16 6.180e-10 +76 IP 17 6.180e-10 +76 IP 18 6.180e-10 +76 IP 19 8.890e-01 +76 IP 20 6.564e-10 +76 IP 21 6.180e-10 +76 IP 22 6.180e-10 +76 IP 23 6.765e-10 +76 IP 24 6.700e-10 +76 EP 1 1.690e-09 1.884e-10 1.000e+00 7.564e-11 +76 EP 2 2.820e-09 2.280e-09 9.285e-11 1.000e+00 +76 EP 3 1.000e+00 2.548e-10 4.482e-11 1.143e-10 +76 EP 4 1.000e+00 1.968e-09 2.846e-10 1.262e-08 +76 EP 5 6.023e-10 6.044e-10 1.000e+00 7.610e-11 +76 EP 6 1.000e+00 3.815e-10 3.350e-11 6.986e-11 +76 EP 7 5.790e-08 1.000e+00 7.893e-10 6.993e-08 +76 EP 8 5.979e-02 7.522e-04 9.395e-01 2.761e-10 +76 EP 9 9.532e-01 4.322e-02 7.819e-04 2.774e-03 +76 EP 10 9.591e-09 1.000e+00 5.147e-10 8.643e-10 +76 EP 11 6.523e-01 2.368e-02 3.240e-01 1.364e-10 +76 EP 12 3.745e-01 5.693e-03 5.651e-11 6.198e-01 +76 EP 13 4.330e-01 4.633e-03 4.800e-11 5.624e-01 +76 EP 14 5.642e-08 4.188e-01 7.772e-09 5.812e-01 +76 EP 15 8.747e-01 5.002e-02 7.533e-02 1.058e-09 +76 EP 16 5.184e-10 3.835e-04 4.899e-11 9.996e-01 +76 EP 17 6.662e-08 2.882e-08 1.000e+00 8.761e-09 +76 EP 18 4.535e-09 1.892e-09 1.000e+00 1.669e-10 +76 EP 19 1.000e+00 1.767e-10 8.140e-11 1.122e-10 +76 EP 20 3.890e-01 1.764e-02 5.933e-01 1.051e-10 +76 EP 21 1.120e-08 1.000e+00 1.281e-09 1.004e-09 +76 EP 22 2.796e-10 2.426e-08 4.692e-11 1.000e+00 +76 EP 23 8.738e-01 6.403e-03 1.198e-01 1.052e-09 +76 EP 24 5.285e-01 6.474e-03 3.262e-10 4.651e-01 +76 TP 1 7.242e-01 2.483e-04 1.048e-09 2.855e-10 8.148e-07 3.342e-10 7.951e-11 2.225e-09 3.516e-03 4.937e-10 3.439e-02 4.262e-10 6.559e-10 1.560e-10 1.200e-02 1.060e-10 2.071e-10 2.256e-01 1.221e-05 7.879e-10 1.292e-10 9.977e-11 7.398e-10 4.948e-10 +76 TP 2 4.222e-11 4.547e-05 2.219e-01 4.937e-10 4.975e-11 5.158e-02 7.178e-03 5.453e-11 5.008e-10 3.364e-02 1.159e-10 1.370e-05 4.165e-01 2.785e-10 2.532e-10 4.596e-06 3.375e-11 3.455e-11 1.581e-01 6.669e-11 4.094e-10 1.110e-01 1.562e-10 4.525e-10 +76 TP 3 5.120e-05 8.165e-10 5.815e-01 1.285e-05 2.330e-10 2.523e-01 2.583e-10 4.481e-11 3.282e-10 1.151e-01 9.861e-03 3.898e-02 3.439e-10 1.317e-10 4.346e-10 6.033e-10 3.112e-11 1.890e-03 8.319e-06 1.152e-04 1.713e-04 1.040e-10 1.849e-10 6.698e-11 +76 TP 4 6.037e-10 7.062e-10 2.308e-09 4.673e-01 1.643e-02 1.761e-09 4.550e-10 3.774e-04 1.271e-09 6.857e-03 3.610e-09 7.334e-10 6.978e-10 8.539e-02 9.199e-04 4.187e-01 5.045e-10 8.477e-10 1.844e-09 4.093e-03 2.635e-09 5.669e-10 3.594e-09 5.430e-10 +76 TP 5 8.138e-10 3.042e-10 6.422e-09 1.116e-01 7.108e-01 8.183e-10 8.273e-11 4.135e-10 1.312e-09 4.104e-04 9.701e-10 5.196e-10 4.600e-09 1.070e-02 5.101e-10 2.036e-10 4.148e-10 6.903e-09 5.441e-03 8.599e-10 5.787e-09 9.637e-11 1.610e-01 1.565e-10 +76 TP 6 2.589e-07 1.794e-01 4.008e-04 1.090e-07 1.785e-06 5.884e-01 1.067e-02 4.581e-11 5.143e-10 3.153e-09 6.622e-05 7.171e-09 4.539e-10 1.503e-10 1.466e-10 1.112e-06 3.309e-11 5.063e-02 2.108e-03 5.913e-02 1.092e-01 2.436e-10 1.749e-10 5.626e-11 +76 TP 7 1.706e-09 3.039e-01 1.854e-07 1.384e-02 2.608e-09 2.323e-02 1.198e-08 1.167e-09 2.209e-08 1.658e-08 7.502e-09 6.519e-01 1.522e-07 5.511e-09 1.110e-06 1.418e-08 8.529e-10 2.914e-09 5.523e-08 4.151e-09 4.519e-09 4.087e-08 8.137e-09 7.086e-03 +76 TP 8 1.884e-09 5.126e-10 1.956e-09 4.321e-09 3.491e-09 1.625e-09 3.242e-10 8.345e-01 1.604e-01 2.434e-09 8.990e-04 7.391e-10 8.112e-10 2.608e-04 3.935e-03 5.018e-10 1.285e-09 1.859e-09 1.749e-09 1.336e-09 8.849e-10 3.054e-10 2.702e-09 6.361e-10 +76 TP 9 3.260e-10 2.792e-10 3.026e-10 5.997e-03 7.415e-04 3.542e-10 1.668e-10 9.833e-03 9.738e-01 1.908e-10 3.137e-10 1.719e-10 2.203e-10 1.348e-03 8.124e-10 2.328e-05 5.957e-11 2.431e-10 4.808e-03 1.130e-09 1.962e-10 3.489e-03 4.328e-10 9.961e-11 +76 TP 10 1.183e-10 5.785e-10 5.737e-01 1.789e-09 1.010e-10 2.167e-09 1.275e-10 6.480e-11 9.002e-10 1.288e-02 3.686e-04 1.052e-09 4.823e-10 6.611e-10 8.592e-06 2.060e-10 5.672e-11 1.963e-10 4.130e-01 1.953e-10 1.706e-10 4.534e-10 5.821e-10 4.103e-10 +76 TP 11 2.650e-09 6.186e-10 3.528e-09 1.293e-09 1.716e-09 1.837e-09 3.436e-10 6.991e-10 1.689e-09 2.126e-09 3.915e-01 1.354e-09 9.344e-10 5.277e-10 2.312e-09 7.408e-10 3.123e-06 6.085e-01 3.022e-09 2.587e-09 9.300e-10 3.583e-10 9.321e-07 4.240e-10 +76 TP 12 1.016e-10 3.788e-09 2.630e-01 6.124e-03 1.324e-10 2.056e-03 2.695e-09 1.236e-10 4.752e-08 8.827e-03 3.434e-10 5.184e-01 1.516e-08 5.249e-10 4.519e-10 9.857e-10 5.550e-11 6.487e-11 2.017e-01 1.280e-10 2.482e-10 8.469e-10 5.956e-10 1.240e-09 +76 TP 13 1.296e-03 1.267e-01 1.506e-01 5.014e-10 8.926e-05 4.998e-02 6.012e-03 3.017e-10 6.857e-10 4.318e-02 4.547e-02 1.237e-02 4.264e-01 8.673e-10 4.157e-10 5.262e-10 6.493e-11 8.761e-11 8.668e-02 2.340e-10 4.762e-10 5.130e-02 2.861e-10 7.073e-10 +76 TP 14 1.382e-09 3.378e-09 5.254e-09 8.845e-01 2.115e-09 5.605e-09 2.166e-09 9.967e-10 3.732e-09 2.309e-09 1.550e-09 5.035e-09 5.092e-09 5.419e-02 1.996e-09 6.129e-02 9.095e-10 1.465e-09 3.842e-09 3.149e-09 1.595e-09 2.036e-09 3.830e-09 1.999e-09 +76 TP 15 3.418e-01 7.981e-10 2.713e-09 4.038e-09 8.572e-10 1.928e-09 4.130e-10 1.734e-09 2.955e-09 5.537e-03 1.416e-09 1.029e-09 1.029e-09 8.001e-10 6.290e-01 9.363e-10 3.902e-10 5.125e-09 8.837e-09 2.348e-09 9.702e-10 2.057e-02 7.621e-09 3.057e-03 +76 TP 16 6.626e-11 3.228e-02 1.541e-09 6.988e-03 5.745e-11 4.297e-10 1.313e-08 9.900e-11 6.341e-03 7.309e-10 1.172e-10 1.842e-01 1.814e-09 9.967e-05 1.578e-10 7.690e-01 5.112e-11 5.418e-11 2.640e-08 7.924e-11 1.477e-10 1.030e-03 5.056e-10 3.583e-10 +76 TP 17 1.022e-08 5.821e-09 1.685e-08 4.615e-01 1.223e-08 3.530e-08 2.653e-09 5.824e-09 4.897e-02 2.056e-03 1.453e-08 1.030e-08 1.027e-08 3.436e-02 1.085e-08 2.497e-01 6.384e-02 1.111e-08 2.693e-08 1.066e-08 1.397e-02 6.483e-09 1.255e-01 4.178e-09 +76 TP 18 2.137e-09 1.793e-10 4.193e-01 9.139e-10 9.940e-03 1.034e-09 6.610e-11 3.627e-10 1.276e-09 2.052e-02 8.199e-02 3.798e-10 3.792e-10 1.226e-10 1.489e-09 1.566e-10 5.762e-10 7.702e-02 3.912e-01 1.330e-09 2.621e-10 9.999e-11 1.726e-08 1.518e-10 +76 TP 19 1.826e-10 2.931e-10 9.058e-02 5.966e-09 5.707e-10 2.579e-02 1.852e-10 2.317e-11 1.118e-03 1.404e-10 3.460e-10 5.044e-10 1.544e-10 5.779e-11 1.038e-10 5.181e-10 1.677e-11 1.528e-08 8.825e-01 1.666e-05 1.206e-10 7.666e-11 1.010e-10 2.739e-11 +76 TP 20 3.166e-09 2.750e-10 1.383e-01 3.263e-09 2.486e-01 1.286e-01 1.313e-10 4.383e-10 1.114e-09 5.407e-02 9.651e-07 7.116e-10 7.024e-10 2.292e-10 9.515e-10 3.960e-10 3.712e-03 7.753e-09 5.924e-09 4.268e-01 1.955e-09 1.919e-10 4.040e-09 1.907e-10 +76 TP 21 4.143e-10 9.134e-05 8.256e-02 1.173e-02 1.858e-08 4.725e-01 3.169e-04 1.891e-10 1.766e-08 2.528e-01 3.788e-02 6.809e-02 4.631e-09 1.295e-03 5.711e-03 2.774e-03 1.205e-10 3.316e-02 1.756e-08 8.864e-03 2.221e-02 1.324e-09 2.431e-09 7.279e-10 +76 TP 22 1.191e-02 2.764e-09 1.403e-03 3.365e-10 1.156e-10 1.670e-09 1.967e-10 4.864e-08 2.301e-09 6.641e-10 3.902e-08 3.715e-09 1.153e-09 2.419e-10 1.274e-09 3.887e-10 5.629e-11 6.065e-11 1.605e-03 1.147e-10 1.766e-10 7.605e-01 3.177e-10 2.246e-01 +76 TP 23 1.428e-09 1.243e-09 1.540e-02 5.251e-01 2.632e-09 5.441e-09 7.675e-10 1.028e-09 5.563e-09 8.970e-03 5.903e-09 2.267e-09 1.529e-09 3.514e-02 1.001e-08 6.045e-09 1.092e-01 3.171e-09 4.304e-08 7.178e-07 1.108e-05 6.165e-10 3.062e-01 7.446e-10 +76 TP 24 8.111e-02 1.307e-09 5.312e-06 1.172e-06 4.420e-10 3.880e-02 5.553e-10 1.934e-09 7.310e-02 1.552e-02 1.487e-02 1.829e-09 1.820e-09 1.020e-09 4.300e-01 5.708e-10 1.815e-10 3.764e-10 3.318e-06 5.968e-10 8.221e-10 1.034e-09 9.197e-10 3.466e-01 +77 IP 1 6.109e-10 +77 IP 2 6.707e-10 +77 IP 3 6.109e-10 +77 IP 4 1.583e-09 +77 IP 5 7.759e-10 +77 IP 6 6.134e-10 +77 IP 7 5.707e-09 +77 IP 8 1.803e-09 +77 IP 9 6.506e-10 +77 IP 10 6.109e-10 +77 IP 11 6.109e-10 +77 IP 12 6.111e-10 +77 IP 13 6.109e-10 +77 IP 14 6.731e-10 +77 IP 15 6.569e-10 +77 IP 16 6.109e-10 +77 IP 17 6.139e-10 +77 IP 18 8.757e-10 +77 IP 19 2.242e-09 +77 IP 20 6.109e-10 +77 IP 21 1.000e+00 +77 IP 22 6.309e-10 +77 IP 23 7.004e-10 +77 IP 24 6.109e-10 +77 IP 25 6.109e-10 +77 IP 26 6.399e-10 +77 IP 27 6.109e-10 +77 IP 28 6.109e-10 +77 EP 1 6.314e-05 8.778e-10 9.999e-01 6.091e-10 +77 EP 2 6.313e-01 1.096e-02 1.142e-09 3.578e-01 +77 EP 3 3.364e-08 8.023e-02 2.845e-09 9.198e-01 +77 EP 4 8.950e-01 1.779e-02 8.719e-02 9.171e-11 +77 EP 5 8.236e-01 5.541e-09 7.272e-10 1.764e-01 +77 EP 6 3.246e-02 7.412e-04 6.262e-11 9.668e-01 +77 EP 7 9.531e-01 4.299e-02 1.630e-03 2.323e-03 +77 EP 8 1.000e+00 5.184e-10 1.075e-10 2.027e-10 +77 EP 9 7.115e-01 8.660e-03 1.503e-10 2.799e-01 +77 EP 10 7.777e-10 4.961e-10 7.102e-11 1.000e+00 +77 EP 11 1.726e-05 2.646e-09 6.542e-11 1.000e+00 +77 EP 12 7.280e-02 1.422e-03 9.258e-01 1.205e-10 +77 EP 13 1.176e-06 1.000e+00 1.264e-09 2.118e-09 +77 EP 14 8.325e-01 1.754e-09 1.675e-01 5.554e-10 +77 EP 15 1.000e+00 8.634e-10 1.083e-09 6.295e-11 +77 EP 16 2.640e-07 1.594e-04 8.818e-11 9.998e-01 +77 EP 17 9.916e-01 8.360e-03 1.891e-09 3.250e-09 +77 EP 18 1.000e+00 3.189e-08 4.567e-11 1.308e-09 +77 EP 19 9.995e-01 2.917e-04 3.131e-11 2.383e-04 +77 EP 20 4.834e-08 1.000e+00 1.812e-09 7.255e-10 +77 EP 21 1.000e+00 3.092e-08 3.511e-10 2.841e-10 +77 EP 22 8.813e-01 5.424e-02 6.448e-02 7.662e-10 +77 EP 23 8.097e-01 4.583e-02 1.445e-01 4.577e-10 +77 EP 24 5.758e-06 9.998e-01 4.006e-10 1.509e-04 +77 EP 25 2.054e-09 1.790e-10 1.000e+00 8.360e-11 +77 EP 26 2.407e-01 1.162e-02 7.477e-01 9.543e-11 +77 EP 27 5.430e-10 1.035e-09 8.868e-11 1.000e+00 +77 EP 28 1.638e-09 3.178e-10 1.000e+00 1.249e-10 +77 TP 1 1.154e-08 1.352e-10 9.215e-11 9.356e-01 3.488e-10 8.259e-11 5.533e-09 5.782e-02 3.815e-10 8.459e-11 1.077e-10 2.571e-05 1.456e-09 5.129e-09 1.167e-05 1.130e-10 6.465e-10 5.811e-09 6.271e-07 2.513e-10 4.609e-08 5.109e-10 6.673e-10 5.391e-10 6.495e-03 3.064e-09 7.030e-11 4.557e-10 +77 TP 2 7.844e-10 3.890e-01 3.117e-03 2.551e-09 2.911e-09 1.136e-09 7.269e-02 3.851e-09 1.480e-09 7.407e-10 1.532e-09 4.797e-09 1.355e-09 1.738e-09 6.884e-08 1.434e-09 1.845e-09 3.808e-09 4.276e-09 1.031e-09 3.182e-09 4.692e-01 1.542e-09 1.725e-09 3.480e-10 6.280e-10 2.834e-09 6.608e-02 +77 TP 3 1.172e-09 2.230e-09 1.806e-01 4.563e-09 4.071e-09 4.825e-09 4.546e-09 1.042e-08 7.151e-02 5.738e-08 4.285e-09 1.269e-09 2.082e-09 3.440e-09 3.319e-09 4.464e-09 7.479e-01 2.763e-08 1.178e-08 1.768e-09 6.975e-09 1.695e-09 4.467e-09 2.429e-09 1.176e-09 1.325e-09 3.885e-09 1.138e-09 +77 TP 4 2.624e-02 1.156e-10 2.059e-10 4.570e-01 3.077e-10 1.887e-10 4.766e-03 1.935e-01 3.203e-08 4.442e-10 7.373e-10 4.238e-03 3.600e-02 3.474e-02 7.513e-03 1.031e-08 3.407e-10 1.773e-08 2.226e-01 8.199e-10 6.907e-07 2.304e-10 4.293e-10 9.060e-10 1.900e-09 1.335e-02 1.378e-10 4.246e-10 +77 TP 5 3.476e-02 2.566e-09 1.889e-09 5.624e-08 4.501e-01 2.495e-09 2.652e-09 1.214e-01 2.549e-02 6.977e-10 1.597e-08 1.515e-01 1.028e-01 2.928e-09 1.076e-01 5.552e-03 1.696e-09 3.134e-05 1.909e-06 2.377e-06 7.747e-09 3.246e-08 1.484e-09 8.531e-04 6.557e-10 1.941e-09 3.550e-09 1.221e-09 +77 TP 6 1.560e-10 3.529e-09 2.656e-10 1.234e-09 1.950e-01 5.194e-01 1.011e-09 2.360e-03 1.554e-02 7.758e-10 1.687e-05 1.770e-02 8.843e-03 6.784e-10 5.105e-03 1.123e-06 2.804e-10 7.660e-04 7.028e-02 2.577e-10 2.690e-09 5.201e-09 2.683e-10 1.305e-02 1.046e-10 2.408e-10 1.520e-01 9.778e-10 +77 TP 7 5.467e-10 1.046e-10 4.959e-04 7.953e-10 1.959e-10 1.037e-05 9.753e-01 1.043e-09 2.347e-10 2.960e-07 3.586e-10 9.046e-10 6.640e-10 2.550e-10 1.420e-09 1.929e-10 5.866e-03 5.363e-10 1.238e-09 1.995e-09 1.199e-02 4.279e-05 3.696e-10 4.291e-10 3.348e-04 3.282e-04 2.222e-03 3.454e-03 +77 TP 8 7.217e-03 5.311e-11 9.750e-11 3.672e-05 2.504e-10 1.508e-10 8.848e-10 5.589e-01 1.426e-02 6.033e-10 6.770e-09 4.830e-03 7.725e-02 3.554e-10 5.881e-02 9.552e-06 3.186e-07 1.009e-01 1.763e-01 1.863e-04 1.252e-03 1.267e-10 3.634e-10 6.344e-06 2.245e-10 2.147e-08 8.763e-11 8.104e-11 +77 TP 9 4.046e-10 7.847e-10 7.671e-10 2.442e-09 2.434e-09 2.916e-09 4.713e-09 1.413e-08 2.645e-01 1.732e-09 2.162e-08 4.226e-10 2.034e-09 1.223e-09 1.558e-09 6.067e-01 1.523e-09 1.286e-01 2.175e-04 1.011e-09 2.946e-08 5.814e-10 3.289e-06 3.035e-09 5.498e-10 4.602e-10 1.356e-09 2.662e-10 +77 TP 10 8.152e-11 3.232e-10 7.484e-10 5.296e-10 8.145e-10 1.299e-02 4.804e-03 9.870e-09 3.728e-03 7.813e-01 2.560e-06 1.393e-10 7.719e-10 2.962e-10 4.581e-10 1.944e-01 1.996e-03 5.562e-09 3.506e-08 1.312e-10 5.204e-06 1.559e-10 7.852e-04 1.100e-09 7.430e-11 9.078e-11 4.276e-09 8.947e-11 +77 TP 11 3.655e-11 1.878e-09 1.527e-10 3.608e-10 2.512e-02 2.302e-01 1.400e-09 1.534e-04 2.528e-09 8.076e-10 1.088e-01 5.637e-11 1.709e-03 1.776e-10 8.966e-03 3.077e-08 2.043e-10 2.461e-01 3.407e-01 7.630e-07 5.002e-09 1.234e-10 9.777e-11 3.827e-02 6.801e-05 7.690e-11 2.893e-09 4.025e-11 +77 TP 12 5.136e-01 3.517e-10 3.346e-10 3.306e-04 7.306e-10 1.745e-10 4.907e-03 3.836e-09 7.142e-10 1.420e-10 1.020e-09 4.793e-01 4.468e-10 2.599e-09 1.755e-03 1.635e-09 2.954e-10 1.775e-09 2.588e-09 2.173e-10 5.168e-05 1.002e-09 5.361e-10 3.201e-10 5.024e-09 2.948e-09 1.318e-10 9.003e-10 +77 TP 13 7.401e-10 2.360e-10 4.668e-10 3.131e-09 6.103e-10 1.763e-10 2.184e-09 8.080e-01 6.809e-09 1.501e-10 4.474e-10 4.498e-04 1.834e-02 1.250e-09 1.356e-06 1.007e-09 6.634e-04 3.382e-09 1.181e-01 2.251e-10 5.445e-02 5.652e-10 8.406e-10 2.234e-09 9.515e-10 7.826e-10 1.786e-10 3.838e-10 +77 TP 14 8.669e-09 6.770e-10 1.486e-09 2.062e-08 1.821e-09 1.471e-09 8.022e-09 3.232e-04 4.758e-01 7.832e-03 3.488e-09 3.147e-08 9.106e-02 1.077e-01 3.159e-01 1.012e-08 3.051e-09 1.425e-03 3.285e-07 2.511e-07 3.163e-07 1.280e-09 2.476e-09 1.073e-08 1.700e-05 1.628e-07 8.824e-10 2.847e-09 +77 TP 15 1.222e-01 1.015e-10 1.274e-10 4.085e-09 2.904e-10 1.141e-09 4.380e-09 2.713e-04 2.039e-08 1.364e-09 1.070e-05 4.121e-09 4.109e-09 7.060e-10 4.364e-01 3.996e-08 7.679e-10 2.169e-07 6.805e-07 2.771e-01 1.548e-05 1.537e-10 2.957e-10 1.944e-07 5.392e-10 1.640e-01 5.327e-10 1.861e-10 +77 TP 16 9.612e-11 9.089e-10 3.178e-10 8.442e-10 1.851e-09 4.101e-09 3.599e-03 3.363e-01 1.406e-01 1.321e-09 1.519e-08 1.767e-10 8.297e-03 4.069e-10 1.108e-09 2.738e-01 7.178e-10 5.794e-06 2.313e-01 2.213e-10 1.545e-03 2.669e-10 2.434e-09 4.573e-03 1.226e-10 1.397e-10 4.035e-09 1.062e-10 +77 TP 17 6.082e-10 7.284e-10 8.620e-02 1.928e-09 1.537e-09 1.350e-09 4.397e-09 3.753e-09 1.618e-09 5.630e-01 6.095e-09 8.152e-10 2.586e-05 1.914e-09 8.594e-09 5.627e-09 3.286e-01 4.096e-09 2.894e-09 4.506e-05 2.353e-09 1.630e-09 4.594e-09 6.347e-09 2.217e-02 1.620e-09 7.066e-10 6.083e-10 +77 TP 18 7.481e-03 1.401e-10 1.261e-10 6.884e-09 6.240e-10 5.440e-03 1.269e-09 5.672e-02 6.253e-04 5.584e-10 2.099e-01 3.807e-09 5.779e-02 4.936e-10 8.077e-02 8.520e-03 3.804e-10 5.334e-01 2.317e-07 6.208e-07 2.692e-09 2.671e-10 3.002e-10 3.938e-02 2.820e-10 6.798e-10 6.329e-10 1.328e-10 +77 TP 19 5.038e-06 2.018e-11 2.078e-11 8.757e-07 6.396e-11 1.207e-07 6.300e-06 5.180e-03 1.409e-09 1.123e-10 5.759e-02 1.408e-10 3.765e-06 1.192e-10 4.841e-02 3.359e-05 7.750e-11 2.136e-06 8.606e-01 1.232e-03 1.036e-02 2.708e-11 5.011e-11 1.657e-02 6.567e-11 5.420e-10 1.378e-10 2.689e-11 +77 TP 20 3.518e-02 2.674e-10 3.408e-04 2.860e-09 7.053e-10 6.675e-10 2.535e-09 7.697e-03 4.779e-02 1.475e-03 1.510e-02 8.218e-03 2.415e-01 3.923e-09 2.271e-01 3.534e-02 2.495e-03 3.254e-01 2.083e-02 1.918e-02 5.757e-09 8.118e-10 2.772e-03 1.138e-03 6.182e-07 8.442e-03 1.539e-09 3.770e-10 +77 TP 21 3.170e-10 7.911e-11 1.611e-10 2.656e-09 1.888e-10 1.487e-10 1.524e-02 1.208e-01 3.373e-10 2.412e-10 2.359e-10 1.362e-10 5.803e-10 2.883e-10 2.820e-10 2.620e-10 3.649e-10 1.123e-09 5.754e-03 1.568e-10 8.582e-01 1.136e-10 2.098e-10 3.802e-10 1.179e-10 1.893e-10 1.128e-10 8.499e-11 +77 TP 22 5.832e-08 5.447e-09 2.281e-09 1.831e-09 1.120e-09 9.862e-10 2.372e-09 1.643e-09 2.856e-09 8.200e-10 1.219e-09 1.026e-02 1.215e-09 2.633e-09 4.249e-09 1.417e-09 3.844e-03 2.154e-09 1.698e-09 1.527e-09 1.332e-09 6.227e-01 3.758e-08 2.217e-09 7.927e-10 1.228e-08 2.757e-02 3.356e-01 +77 TP 23 7.252e-10 4.710e-10 2.685e-02 1.784e-09 1.033e-09 5.693e-10 4.578e-02 3.834e-09 1.573e-09 4.264e-02 1.320e-09 7.491e-10 1.160e-08 3.571e-09 3.796e-03 2.218e-09 3.097e-01 3.752e-09 2.686e-09 2.670e-09 2.527e-09 1.432e-09 5.712e-01 1.734e-09 1.216e-08 1.715e-09 3.552e-10 4.565e-10 +77 TP 24 1.526e-03 6.523e-10 9.530e-10 6.724e-09 4.132e-09 1.565e-09 4.145e-09 4.513e-01 5.256e-03 5.706e-09 2.804e-02 7.726e-10 9.269e-08 2.067e-09 7.732e-08 7.330e-02 1.029e-09 1.528e-02 4.065e-01 1.199e-09 7.266e-09 1.108e-09 1.066e-09 1.861e-02 4.557e-10 8.215e-10 1.617e-04 3.300e-10 +77 TP 25 2.286e-09 1.513e-10 5.351e-03 2.498e-09 2.999e-10 9.855e-11 5.119e-06 4.280e-07 2.979e-04 9.691e-11 1.465e-10 7.335e-10 3.909e-10 1.877e-09 7.710e-10 1.645e-10 5.356e-02 1.003e-04 3.405e-08 1.658e-10 3.835e-09 2.370e-10 2.124e-01 2.679e-10 7.283e-01 1.366e-09 8.117e-11 3.317e-06 +77 TP 26 1.463e-03 1.310e-10 1.131e-10 1.341e-05 3.203e-10 9.005e-11 1.313e-09 1.418e-01 5.343e-10 9.942e-11 1.013e-10 1.166e-06 4.899e-02 1.601e-01 2.358e-02 1.059e-10 7.477e-04 2.644e-02 4.459e-07 4.757e-10 2.482e-08 3.993e-10 7.199e-10 8.774e-10 1.858e-01 4.111e-01 7.870e-11 4.484e-10 +77 TP 27 1.244e-10 2.436e-01 2.349e-10 7.314e-10 1.438e-09 1.015e-09 3.475e-09 1.805e-09 6.973e-10 4.771e-09 1.076e-09 4.340e-09 1.312e-09 4.607e-10 1.036e-09 9.927e-10 2.654e-10 1.287e-09 2.289e-09 2.317e-10 1.636e-09 1.856e-06 3.280e-10 1.301e-09 1.206e-10 1.794e-10 7.406e-01 1.577e-02 +77 TP 28 1.384e-02 1.949e-09 2.966e-05 4.330e-09 6.999e-10 1.858e-10 1.078e-02 3.682e-09 7.359e-10 1.298e-10 7.025e-09 2.698e-01 1.785e-09 3.608e-09 1.595e-08 1.295e-04 2.299e-10 2.022e-09 2.657e-09 2.438e-10 5.111e-09 2.001e-02 4.359e-10 5.411e-10 1.581e-09 2.953e-09 1.574e-10 6.854e-01 +78 IP 1 6.135e-10 +78 IP 2 6.128e-10 +78 IP 3 7.558e-10 +78 IP 4 6.142e-10 +78 IP 5 6.250e-10 +78 IP 6 6.250e-10 +78 IP 7 8.131e-10 +78 IP 8 1.162e-09 +78 IP 9 6.131e-10 +78 IP 10 6.127e-10 +78 IP 11 6.128e-10 +78 IP 12 1.722e-01 +78 IP 13 9.716e-10 +78 IP 14 2.422e-02 +78 IP 15 8.036e-01 +78 IP 16 6.133e-10 +78 IP 17 8.965e-10 +78 IP 18 6.127e-10 +78 IP 19 1.775e-08 +78 IP 20 6.906e-10 +78 IP 21 6.127e-10 +78 IP 22 6.597e-10 +78 EP 1 2.426e-03 8.701e-10 1.399e-10 9.976e-01 +78 EP 2 2.559e-04 1.227e-10 9.997e-01 6.344e-11 +78 EP 3 1.000e+00 3.598e-10 4.314e-11 9.761e-11 +78 EP 4 7.605e-03 1.121e-09 4.978e-11 9.924e-01 +78 EP 5 8.418e-01 4.787e-02 1.103e-01 5.396e-10 +78 EP 6 3.229e-01 7.557e-03 6.696e-01 1.460e-10 +78 EP 7 2.331e-01 7.568e-01 2.922e-03 7.238e-03 +78 EP 8 1.000e+00 4.009e-08 2.447e-10 1.109e-10 +78 EP 9 9.681e-03 2.726e-10 9.903e-01 9.412e-11 +78 EP 10 2.262e-05 1.000e+00 8.798e-10 1.549e-09 +78 EP 11 1.519e-05 1.000e+00 9.320e-10 1.795e-09 +78 EP 12 1.000e+00 2.547e-09 1.102e-09 1.564e-09 +78 EP 13 8.081e-01 1.040e-09 3.165e-11 1.919e-01 +78 EP 14 9.998e-01 1.693e-04 1.028e-08 7.412e-09 +78 EP 15 1.000e+00 1.907e-06 2.039e-10 1.029e-10 +78 EP 16 3.585e-02 2.726e-05 8.215e-11 9.641e-01 +78 EP 17 4.892e-01 2.281e-02 4.880e-01 6.619e-11 +78 EP 18 6.683e-08 1.000e+00 9.086e-10 5.039e-08 +78 EP 19 9.657e-01 2.690e-02 3.225e-03 4.225e-03 +78 EP 20 6.293e-01 5.808e-03 4.281e-10 3.649e-01 +78 EP 21 5.459e-10 1.240e-10 5.004e-11 1.000e+00 +78 EP 22 8.866e-01 3.996e-02 3.753e-02 3.595e-02 +78 TP 1 1.979e-08 7.582e-11 4.170e-02 3.262e-05 3.297e-10 1.388e-10 3.478e-10 1.371e-02 7.150e-11 2.337e-10 2.399e-02 1.995e-09 5.787e-01 7.224e-10 1.718e-01 8.263e-10 1.263e-10 2.373e-02 6.350e-10 3.905e-07 1.463e-01 3.594e-10 +78 TP 2 5.031e-10 7.290e-01 5.482e-10 2.811e-10 7.622e-03 1.249e-09 3.820e-10 1.657e-09 3.383e-03 1.108e-10 1.639e-10 1.669e-02 5.831e-10 2.823e-03 1.769e-09 7.403e-11 2.404e-01 1.019e-10 4.175e-05 1.702e-10 6.610e-11 2.771e-10 +78 TP 3 1.470e-01 1.802e-07 5.641e-01 3.530e-02 1.759e-09 4.496e-02 7.194e-10 1.793e-03 4.466e-10 1.234e-01 1.368e-02 1.052e-06 1.046e-04 4.312e-05 8.085e-04 1.711e-10 6.753e-02 7.057e-10 1.232e-03 1.030e-10 5.195e-05 7.506e-11 +78 TP 4 1.594e-02 1.056e-10 3.362e-09 4.540e-01 2.704e-10 1.592e-10 3.413e-10 5.092e-08 8.140e-11 2.341e-10 6.074e-08 7.648e-10 4.202e-01 5.752e-07 1.011e-01 6.148e-10 1.144e-10 8.736e-03 2.921e-08 5.402e-10 1.752e-09 3.438e-10 +78 TP 5 1.051e-09 3.882e-01 1.876e-09 9.765e-10 6.071e-01 2.030e-09 2.484e-09 1.550e-09 7.884e-10 1.321e-09 5.246e-09 1.413e-09 1.291e-09 1.795e-09 1.367e-09 8.127e-10 1.204e-09 9.572e-10 1.804e-09 2.372e-08 4.683e-03 2.935e-09 +78 TP 6 1.528e-09 3.672e-08 1.602e-01 4.717e-03 1.448e-09 4.612e-01 1.512e-09 3.101e-05 2.932e-01 5.868e-10 8.063e-02 1.233e-09 2.041e-09 2.767e-09 3.976e-09 2.410e-10 3.574e-09 3.773e-10 2.464e-09 2.689e-10 2.179e-10 1.138e-09 +78 TP 7 2.404e-09 1.263e-09 2.536e-03 2.407e-09 2.993e-08 2.884e-09 7.030e-02 2.589e-07 7.490e-10 2.128e-09 6.803e-09 9.270e-01 1.286e-08 7.883e-08 3.071e-05 1.657e-04 1.500e-08 5.944e-09 7.270e-07 4.347e-09 1.338e-09 9.503e-09 +78 TP 8 5.241e-10 2.093e-06 2.123e-01 3.145e-02 9.778e-06 7.253e-04 7.423e-10 5.465e-01 3.027e-10 1.297e-09 1.172e-01 1.618e-09 1.381e-07 1.072e-04 2.585e-02 1.560e-10 6.586e-02 2.763e-10 3.765e-05 9.397e-11 9.395e-11 1.104e-10 +78 TP 9 2.437e-04 8.323e-10 3.941e-03 3.073e-09 4.868e-10 1.706e-09 8.504e-04 2.149e-06 7.159e-01 1.993e-10 3.623e-10 1.927e-02 1.173e-09 4.540e-04 9.910e-10 1.603e-10 4.298e-09 1.720e-10 2.977e-04 1.876e-10 1.119e-10 2.590e-01 +78 TP 10 4.873e-02 2.321e-03 4.426e-01 5.547e-02 4.724e-03 6.623e-03 2.514e-03 1.132e-01 5.175e-10 1.426e-02 2.298e-01 4.956e-09 3.146e-03 1.892e-09 9.328e-06 8.253e-10 7.587e-02 7.728e-04 2.063e-09 3.493e-10 1.626e-10 1.823e-09 +78 TP 11 4.857e-10 1.765e-10 3.482e-06 9.499e-10 3.432e-09 2.271e-10 1.683e-09 5.824e-01 9.676e-11 1.787e-10 2.058e-02 4.749e-04 1.749e-09 6.158e-09 3.966e-01 1.207e-09 8.001e-10 4.067e-10 1.216e-08 2.350e-10 1.122e-10 5.580e-10 +78 TP 12 1.491e-03 5.129e-09 1.240e-03 6.911e-10 1.229e-02 3.365e-03 9.372e-02 1.389e-07 2.196e-06 1.270e-09 3.987e-06 8.701e-01 2.411e-07 8.992e-06 7.790e-07 7.722e-03 4.407e-10 8.999e-10 2.263e-05 2.951e-10 9.997e-03 3.778e-09 +78 TP 13 7.917e-02 5.040e-03 1.058e-01 3.530e-02 6.907e-10 1.328e-04 9.350e-10 2.341e-01 2.484e-10 7.334e-10 5.840e-02 4.524e-10 3.526e-01 6.608e-04 9.211e-02 1.761e-03 1.052e-02 9.124e-03 2.365e-04 4.393e-08 1.509e-02 2.066e-10 +78 TP 14 2.323e-09 9.470e-04 2.044e-06 1.243e-08 2.733e-05 1.182e-08 3.858e-09 3.092e-09 9.453e-09 7.639e-09 1.086e-09 1.564e-08 2.371e-09 3.219e-02 4.675e-02 1.268e-04 2.900e-09 1.291e-09 9.199e-01 1.121e-09 2.448e-05 8.539e-09 +78 TP 15 1.205e-06 2.502e-09 6.388e-02 1.536e-10 1.516e-06 2.562e-09 4.436e-10 4.790e-02 1.179e-10 1.556e-09 7.234e-05 8.392e-09 8.263e-05 1.438e-03 8.825e-01 4.790e-11 3.733e-03 1.630e-10 4.294e-04 4.685e-11 2.434e-10 3.547e-11 +78 TP 16 4.899e-09 1.075e-10 1.041e-09 2.218e-01 2.338e-10 1.839e-10 4.420e-10 2.837e-09 8.341e-11 6.073e-10 4.406e-10 3.733e-03 5.686e-06 4.407e-03 1.406e-02 7.487e-01 1.463e-10 3.863e-10 1.504e-05 4.180e-10 5.913e-09 7.279e-03 +78 TP 17 6.981e-10 2.268e-07 6.027e-08 4.774e-04 7.869e-04 1.927e-04 7.943e-10 3.629e-01 1.375e-09 1.894e-10 3.521e-03 1.135e-08 7.515e-10 3.255e-03 2.387e-01 8.064e-11 3.900e-01 1.371e-10 5.276e-05 1.098e-10 7.636e-11 3.248e-10 +78 TP 18 7.661e-02 8.130e-10 1.219e-08 7.554e-02 2.504e-09 9.385e-10 2.373e-03 2.449e-07 7.901e-10 1.996e-09 2.986e-09 7.025e-09 4.838e-01 8.384e-09 3.599e-01 2.009e-08 1.664e-09 1.759e-03 7.061e-09 5.061e-09 7.568e-09 2.916e-08 +78 TP 19 8.419e-10 6.742e-04 2.530e-04 4.056e-09 4.901e-05 9.204e-05 6.890e-08 2.797e-06 1.597e-03 5.120e-09 4.385e-10 2.173e-04 9.051e-10 3.315e-01 1.893e-03 1.253e-03 9.588e-10 5.650e-10 6.600e-01 3.837e-10 2.475e-03 8.400e-09 +78 TP 20 4.690e-09 1.073e-01 1.804e-02 2.891e-09 3.741e-01 7.111e-10 7.312e-03 6.587e-09 4.313e-10 2.847e-09 2.173e-05 6.782e-02 6.718e-09 5.242e-03 3.252e-09 1.873e-09 1.002e-09 3.654e-09 2.074e-02 3.967e-01 2.712e-09 2.763e-03 +78 TP 21 2.091e-09 1.796e-02 2.197e-05 1.282e-09 1.360e-02 1.639e-10 4.894e-10 7.399e-07 9.616e-11 1.877e-10 2.422e-03 2.307e-09 2.619e-09 9.261e-09 1.013e-09 8.169e-10 1.439e-10 3.042e-03 2.243e-08 1.939e-01 7.690e-01 5.083e-10 +78 TP 22 3.601e-09 4.402e-10 1.728e-09 5.425e-09 1.253e-03 9.654e-07 3.552e-03 8.539e-10 1.671e-02 1.954e-09 1.533e-08 4.219e-04 1.405e-09 5.640e-08 9.936e-10 3.078e-01 9.526e-10 7.749e-10 7.836e-08 5.618e-10 4.665e-10 6.702e-01 +79 IP 1 6.805e-02 +79 IP 2 1.005e-09 +79 IP 3 6.657e-10 +79 IP 4 6.460e-10 +79 IP 5 6.460e-10 +79 IP 6 6.526e-10 +79 IP 7 9.443e-10 +79 IP 8 6.460e-10 +79 IP 9 6.768e-10 +79 IP 10 6.804e-10 +79 IP 11 6.462e-10 +79 IP 12 1.053e-09 +79 IP 13 6.460e-10 +79 IP 14 6.460e-10 +79 IP 15 6.717e-10 +79 IP 16 6.460e-10 +79 IP 17 7.091e-10 +79 IP 18 6.460e-10 +79 IP 19 9.319e-01 +79 IP 20 6.461e-10 +79 IP 21 6.955e-10 +79 IP 22 6.460e-10 +79 IP 23 6.460e-10 +79 EP 1 9.670e-01 2.983e-02 9.606e-04 2.224e-03 +79 EP 2 1.000e+00 3.292e-10 6.850e-11 4.615e-10 +79 EP 3 1.955e-01 1.492e-03 1.232e-10 8.030e-01 +79 EP 4 3.125e-08 1.000e+00 3.037e-09 4.764e-09 +79 EP 5 3.139e-07 1.000e+00 8.853e-10 1.430e-09 +79 EP 6 6.916e-01 3.453e-08 1.796e-10 3.084e-01 +79 EP 7 6.567e-01 2.537e-02 3.179e-01 1.698e-10 +79 EP 8 3.553e-10 1.651e-10 6.166e-11 1.000e+00 +79 EP 9 8.594e-01 4.484e-02 9.574e-02 5.170e-10 +79 EP 10 3.936e-01 4.642e-03 6.018e-01 3.783e-10 +79 EP 11 5.543e-04 2.265e-08 1.160e-10 9.994e-01 +79 EP 12 7.545e-01 3.428e-02 3.960e-11 2.112e-01 +79 EP 13 9.450e-10 3.232e-10 1.000e+00 8.012e-11 +79 EP 14 2.326e-06 1.000e+00 8.418e-09 9.693e-10 +79 EP 15 8.844e-01 4.451e-02 6.927e-03 6.421e-02 +79 EP 16 7.053e-09 2.668e-03 9.193e-11 9.973e-01 +79 EP 17 5.769e-01 1.149e-02 5.271e-10 4.116e-01 +79 EP 18 5.483e-10 1.657e-09 1.000e+00 8.185e-11 +79 EP 19 1.000e+00 1.085e-10 5.125e-11 1.365e-10 +79 EP 20 3.499e-01 2.219e-03 6.478e-01 2.854e-10 +79 EP 21 1.000e+00 1.317e-09 1.669e-10 6.789e-11 +79 EP 22 1.391e-08 7.654e-10 1.000e+00 1.347e-10 +79 EP 23 6.741e-03 4.653e-09 1.213e-10 9.933e-01 +79 TP 1 9.799e-01 5.237e-10 1.960e-09 9.531e-05 2.693e-10 1.636e-09 3.752e-10 1.405e-03 3.791e-03 1.273e-10 2.614e-10 3.765e-10 4.677e-10 7.032e-10 2.249e-03 6.249e-08 1.088e-10 1.170e-03 1.053e-02 2.157e-10 6.342e-10 3.067e-10 8.411e-04 +79 TP 2 2.130e-06 6.032e-01 5.178e-10 5.131e-02 8.480e-02 2.598e-02 9.490e-10 1.002e-10 8.260e-11 3.815e-11 1.554e-02 1.867e-04 1.121e-10 6.802e-10 1.309e-10 1.482e-06 3.872e-11 1.294e-08 1.537e-05 1.199e-03 1.914e-01 2.635e-02 1.636e-10 +79 TP 3 1.493e-09 2.308e-01 4.492e-01 6.096e-03 7.129e-02 9.809e-05 2.730e-10 2.191e-01 4.843e-10 1.082e-10 1.993e-08 1.398e-07 1.672e-10 4.148e-10 2.268e-09 8.898e-06 9.128e-10 1.386e-10 3.773e-06 4.423e-10 2.335e-02 9.987e-11 1.347e-09 +79 TP 4 1.108e-02 7.829e-01 1.106e-09 1.887e-03 1.471e-01 3.701e-02 3.742e-09 5.897e-10 3.743e-03 4.295e-10 9.642e-03 7.759e-09 4.582e-10 9.897e-08 1.084e-03 1.656e-09 3.741e-10 8.950e-10 5.422e-04 9.944e-04 5.491e-09 3.989e-03 5.985e-10 +79 TP 5 1.683e-08 4.117e-01 3.210e-10 1.206e-09 1.094e-08 9.357e-09 1.433e-09 1.688e-10 1.011e-09 1.833e-10 7.081e-04 3.413e-09 1.785e-10 2.423e-04 2.003e-09 4.662e-10 1.657e-10 2.362e-10 5.860e-01 1.822e-09 1.053e-09 1.281e-03 2.454e-10 +79 TP 6 1.588e-09 1.538e-08 3.622e-08 1.226e-06 1.649e-03 3.587e-01 6.060e-10 1.679e-09 5.395e-10 2.543e-10 3.703e-01 1.051e-08 2.658e-10 1.379e-09 1.133e-09 2.680e-01 5.641e-10 3.190e-10 3.362e-09 3.800e-10 1.337e-03 2.689e-10 1.468e-09 +79 TP 7 2.513e-08 2.409e-01 4.983e-09 2.433e-04 3.768e-02 6.819e-02 4.669e-01 1.259e-10 1.754e-09 7.010e-10 1.146e-09 3.742e-09 5.344e-10 1.425e-09 2.864e-10 7.533e-10 1.724e-10 3.279e-02 1.522e-01 3.522e-06 1.153e-03 9.157e-08 2.255e-10 +79 TP 8 1.396e-09 1.158e-02 1.286e-09 4.156e-10 2.483e-04 2.384e-09 2.179e-10 7.456e-01 1.354e-08 8.889e-11 5.873e-09 7.280e-09 1.006e-02 1.517e-10 4.103e-10 1.916e-09 2.160e-01 1.162e-10 3.444e-09 1.593e-02 2.571e-09 8.671e-11 5.360e-04 +79 TP 9 2.418e-09 4.504e-09 1.153e-09 9.889e-08 1.266e-02 1.023e-09 2.843e-09 7.970e-03 5.973e-01 6.094e-10 7.247e-10 1.401e-09 3.795e-01 1.201e-09 1.911e-08 6.914e-10 2.524e-03 7.121e-10 2.184e-09 1.848e-09 2.943e-09 1.163e-08 7.143e-10 +79 TP 10 6.346e-02 4.150e-09 4.978e-10 9.191e-09 3.746e-07 5.031e-02 2.234e-09 2.895e-10 4.899e-09 3.599e-01 4.947e-10 1.340e-09 8.385e-10 1.222e-09 5.263e-01 8.918e-10 5.494e-10 1.753e-09 2.900e-09 9.587e-10 5.506e-09 1.449e-09 9.998e-10 +79 TP 11 8.907e-10 1.372e-01 7.693e-09 4.800e-10 4.129e-09 3.166e-09 1.156e-10 1.751e-02 1.601e-10 5.485e-11 4.846e-04 6.098e-01 5.151e-11 1.127e-10 8.170e-10 3.869e-04 4.995e-10 5.860e-11 2.346e-01 8.352e-11 9.532e-10 4.308e-11 6.056e-10 +79 TP 12 1.607e-09 1.961e-01 3.433e-02 6.508e-09 2.375e-02 4.346e-09 3.730e-10 1.995e-03 2.780e-10 6.851e-11 6.885e-02 4.906e-01 2.213e-10 2.507e-10 4.767e-10 4.140e-03 4.288e-10 1.359e-10 1.591e-01 2.112e-02 2.828e-08 1.884e-10 1.389e-09 +79 TP 13 7.800e-03 1.136e-05 8.946e-11 1.399e-10 2.439e-10 1.395e-10 2.312e-09 7.150e-11 9.942e-03 3.195e-10 8.141e-11 2.510e-10 7.239e-01 1.041e-10 1.923e-10 7.607e-11 1.921e-10 5.790e-10 4.581e-02 3.762e-02 5.069e-10 1.749e-01 7.572e-11 +79 TP 14 5.581e-08 4.303e-08 1.149e-06 9.728e-02 2.113e-01 8.301e-02 5.447e-09 1.502e-08 1.686e-03 5.000e-10 1.111e-01 7.469e-09 6.714e-10 1.805e-08 2.070e-09 8.944e-03 4.252e-10 2.943e-03 1.467e-08 1.624e-02 3.921e-01 7.549e-02 1.567e-09 +79 TP 15 3.268e-09 1.250e-09 1.240e-09 6.157e-09 2.205e-09 2.435e-09 9.538e-10 5.247e-10 2.768e-03 5.418e-03 1.229e-09 1.153e-09 5.952e-10 1.918e-08 6.188e-01 1.363e-08 5.355e-10 5.599e-03 1.273e-09 5.614e-10 1.605e-09 5.983e-10 3.674e-01 +79 TP 16 6.348e-09 2.738e-02 2.941e-09 4.873e-10 1.824e-04 2.749e-09 3.048e-10 2.328e-04 3.887e-10 1.290e-10 4.201e-01 4.059e-02 1.962e-10 1.800e-10 7.383e-10 4.878e-01 7.150e-10 1.237e-10 2.365e-02 4.346e-10 9.849e-10 1.239e-10 1.489e-09 +79 TP 17 5.842e-02 7.103e-03 1.863e-09 2.618e-03 6.506e-05 1.567e-08 1.210e-09 1.063e-09 4.501e-01 3.682e-10 6.428e-07 1.883e-08 7.556e-02 1.226e-09 5.259e-03 1.938e-09 3.899e-01 4.773e-10 1.166e-08 1.104e-02 4.364e-08 5.306e-10 1.295e-09 +79 TP 18 2.293e-09 2.389e-02 1.706e-10 7.698e-10 5.331e-04 1.374e-09 1.854e-09 8.017e-11 6.639e-10 2.454e-01 1.207e-10 5.023e-10 5.409e-10 2.091e-10 1.761e-09 9.639e-11 1.628e-10 7.302e-01 1.478e-09 5.705e-10 4.591e-08 1.578e-09 9.259e-11 +79 TP 19 2.735e-03 8.879e-02 7.874e-10 1.152e-10 1.084e-10 8.644e-10 4.513e-10 6.486e-11 4.398e-11 2.173e-11 8.924e-03 6.384e-06 4.744e-11 1.712e-10 7.020e-11 3.716e-10 2.113e-11 3.838e-10 8.995e-01 1.746e-10 1.830e-06 5.752e-10 6.368e-11 +79 TP 20 3.493e-09 3.093e-09 4.533e-10 8.280e-10 1.101e-09 6.951e-10 5.505e-09 3.092e-10 5.188e-09 1.106e-09 4.110e-10 1.013e-09 2.568e-09 5.779e-10 6.865e-10 3.794e-10 5.766e-10 1.999e-09 4.411e-09 3.600e-01 1.843e-09 6.400e-01 3.463e-10 +79 TP 21 2.356e-09 1.996e-05 1.009e-01 6.583e-09 2.707e-09 8.990e-09 4.245e-09 3.717e-10 1.664e-10 1.024e-10 1.156e-01 3.036e-09 2.623e-10 1.300e-01 3.211e-10 8.291e-09 8.426e-11 2.927e-02 8.459e-09 1.557e-09 5.079e-01 1.164e-01 4.064e-10 +79 TP 22 1.182e-09 2.165e-01 2.287e-09 4.445e-10 2.169e-02 2.110e-10 4.839e-01 5.087e-11 6.057e-10 3.464e-10 9.125e-11 5.009e-10 7.121e-10 1.378e-10 2.031e-10 6.025e-11 9.917e-11 1.799e-02 2.172e-01 4.261e-02 1.420e-09 2.229e-08 5.557e-11 +79 TP 23 3.205e-03 2.334e-09 2.173e-09 3.321e-10 1.539e-08 2.051e-02 2.662e-10 1.189e-09 2.289e-10 1.395e-10 2.995e-07 4.528e-09 1.515e-10 1.614e-10 1.832e-02 2.420e-01 4.003e-10 1.174e-10 2.461e-09 2.169e-10 5.755e-10 1.216e-10 7.159e-01 +80 IP 1 2.582e-09 +80 IP 2 1.340e-08 +80 IP 3 1.000e+00 +80 IP 4 6.734e-10 +80 IP 5 7.582e-10 +80 IP 6 6.734e-10 +80 IP 7 7.728e-10 +80 IP 8 8.730e-10 +80 IP 9 9.989e-10 +80 IP 10 9.545e-10 +80 IP 11 6.740e-10 +80 IP 12 6.740e-10 +80 IP 13 7.785e-10 +80 IP 14 6.748e-10 +80 IP 15 1.308e-08 +80 IP 16 6.741e-10 +80 EP 1 1.000e+00 2.781e-10 4.520e-11 7.712e-11 +80 EP 2 9.970e-01 3.903e-10 5.424e-04 2.476e-03 +80 EP 3 1.000e+00 6.125e-10 3.767e-10 3.120e-10 +80 EP 4 1.820e-08 1.000e+00 7.058e-10 2.005e-09 +80 EP 5 2.037e-01 7.005e-10 7.692e-11 7.963e-01 +80 EP 6 1.712e-08 1.000e+00 1.494e-09 9.872e-10 +80 EP 7 9.006e-01 3.266e-02 3.358e-02 3.317e-02 +80 EP 8 5.495e-01 2.538e-02 3.026e-11 4.251e-01 +80 EP 9 5.448e-01 1.775e-02 4.374e-01 4.724e-11 +80 EP 10 1.000e+00 6.509e-08 5.702e-11 9.332e-11 +80 EP 11 8.175e-03 1.391e-10 6.385e-11 9.918e-01 +80 EP 12 1.230e-02 2.718e-10 5.091e-11 9.877e-01 +80 EP 13 9.058e-01 3.318e-02 2.255e-02 3.846e-02 +80 EP 14 1.530e-02 7.192e-10 9.847e-01 7.589e-11 +80 EP 15 9.705e-01 2.584e-02 1.618e-03 2.008e-03 +80 EP 16 1.335e-02 9.137e-10 9.867e-01 8.999e-11 +80 TP 1 5.593e-01 1.384e-01 6.988e-10 7.323e-02 2.222e-09 6.039e-04 7.909e-11 4.486e-02 2.764e-02 1.559e-01 5.121e-10 7.837e-11 9.458e-11 5.564e-10 3.128e-10 1.306e-10 +80 TP 2 7.049e-02 8.609e-01 1.025e-09 6.651e-10 2.427e-08 1.444e-05 6.063e-11 2.784e-07 2.040e-08 6.427e-02 1.016e-10 2.032e-10 5.294e-11 7.211e-11 3.798e-03 4.824e-04 +80 TP 3 3.174e-06 4.214e-01 4.939e-01 8.808e-10 4.035e-10 4.284e-10 5.271e-10 5.263e-10 6.543e-10 8.096e-10 3.362e-10 3.217e-10 5.447e-10 3.641e-10 8.460e-02 3.225e-10 +80 TP 4 9.591e-01 1.318e-03 2.650e-08 2.718e-02 5.563e-10 2.457e-10 1.513e-09 9.803e-10 9.886e-10 9.819e-10 9.064e-05 1.361e-10 4.265e-09 2.368e-10 1.236e-02 8.573e-11 +80 TP 5 4.971e-01 2.468e-02 2.444e-06 5.629e-02 1.532e-05 2.103e-10 6.331e-10 1.866e-01 2.096e-10 4.073e-02 2.707e-09 1.946e-01 7.521e-10 1.232e-10 1.060e-09 1.421e-10 +80 TP 6 1.291e-01 3.316e-09 1.863e-09 2.342e-01 1.422e-02 3.509e-03 5.304e-03 1.481e-01 1.040e-01 3.549e-01 1.281e-03 2.666e-10 5.534e-03 2.283e-09 1.274e-09 3.795e-10 +80 TP 7 1.013e-09 9.387e-10 9.953e-10 1.197e-02 4.634e-10 1.103e-08 6.688e-01 7.942e-10 1.695e-09 1.530e-09 3.039e-01 2.878e-10 4.643e-03 9.184e-10 3.196e-09 1.073e-02 +80 TP 8 2.733e-01 1.849e-03 2.537e-08 3.786e-07 2.769e-01 1.588e-10 3.414e-10 4.477e-01 2.094e-10 2.607e-04 3.537e-09 3.197e-09 2.970e-10 1.213e-10 7.177e-10 8.436e-11 +80 TP 9 4.402e-01 1.001e-02 1.796e-09 3.293e-02 6.763e-11 2.051e-10 1.994e-10 2.209e-10 4.622e-01 7.531e-08 5.517e-11 4.237e-11 3.804e-10 1.716e-03 7.838e-10 5.292e-02 +80 TP 10 2.624e-04 6.280e-06 1.120e-09 3.747e-09 1.273e-01 1.600e-01 1.542e-10 9.884e-02 1.620e-01 4.403e-01 6.707e-10 4.078e-10 1.447e-10 6.857e-10 7.307e-10 1.131e-02 +80 TP 11 5.103e-02 2.036e-02 1.252e-08 3.491e-10 2.911e-02 1.018e-10 6.909e-03 1.140e-01 1.134e-10 5.924e-10 7.712e-01 4.887e-10 2.171e-10 7.452e-11 7.422e-03 5.999e-11 +80 TP 12 1.732e-02 2.127e-04 7.318e-07 2.934e-03 1.563e-02 1.544e-10 3.611e-10 1.906e-02 1.797e-10 3.061e-09 5.285e-10 7.344e-01 1.710e-01 2.542e-02 1.400e-02 8.358e-11 +80 TP 13 2.247e-09 2.268e-09 2.343e-09 2.898e-02 2.642e-09 1.230e-09 6.990e-03 2.210e-09 1.158e-09 2.595e-09 7.493e-10 8.079e-03 6.649e-01 2.911e-01 2.519e-08 4.822e-10 +80 TP 14 6.312e-09 1.466e-02 2.439e-02 1.998e-10 1.289e-10 1.059e-10 2.774e-10 1.684e-10 2.197e-01 6.010e-10 7.110e-11 6.622e-11 9.725e-03 7.251e-01 6.378e-03 4.770e-10 +80 TP 15 5.942e-08 9.974e-03 7.959e-08 2.263e-07 7.698e-10 7.530e-04 7.155e-10 9.974e-09 4.525e-10 1.488e-09 3.602e-03 4.260e-04 4.059e-10 3.342e-03 9.806e-01 1.311e-03 +80 TP 16 2.585e-09 1.136e-09 1.163e-09 3.995e-05 1.240e-10 2.389e-10 2.484e-01 2.954e-10 1.348e-05 2.583e-09 1.112e-10 8.541e-11 6.880e-10 9.054e-10 2.018e-02 7.313e-01 +81 IP 1 8.843e-10 +81 IP 2 3.883e-09 +81 IP 3 6.477e-10 +81 IP 4 1.000e+00 +81 IP 5 6.477e-10 +81 IP 6 7.223e-09 +81 IP 7 6.540e-10 +81 IP 8 3.098e-09 +81 IP 9 2.267e-09 +81 IP 10 7.011e-10 +81 IP 11 6.574e-10 +81 IP 12 6.478e-10 +81 IP 13 6.477e-10 +81 IP 14 8.702e-10 +81 IP 15 1.076e-09 +81 IP 16 6.482e-10 +81 IP 17 6.882e-10 +81 IP 18 6.479e-10 +81 IP 19 6.483e-10 +81 IP 20 6.484e-10 +81 EP 1 1.000e+00 3.238e-10 6.784e-11 1.168e-10 +81 EP 2 9.997e-01 5.224e-08 3.433e-04 2.114e-08 +81 EP 3 2.158e-08 1.000e+00 9.434e-10 1.445e-09 +81 EP 4 1.000e+00 7.288e-10 2.774e-10 2.538e-10 +81 EP 5 2.337e-08 1.000e+00 8.789e-10 1.090e-09 +81 EP 6 9.792e-01 1.638e-02 1.739e-03 2.655e-03 +81 EP 7 8.289e-02 1.466e-09 1.090e-10 9.171e-01 +81 EP 8 9.289e-01 6.886e-02 6.051e-04 1.626e-03 +81 EP 9 1.000e+00 5.565e-10 4.514e-11 1.135e-10 +81 EP 10 8.983e-01 3.405e-02 3.006e-02 3.756e-02 +81 EP 11 9.619e-01 2.152e-02 4.815e-11 1.656e-02 +81 EP 12 8.187e-04 1.106e-02 1.088e-10 9.881e-01 +81 EP 13 2.961e-08 4.596e-02 1.106e-10 9.540e-01 +81 EP 14 5.362e-01 1.763e-02 4.461e-01 5.216e-11 +81 EP 15 6.857e-01 2.661e-09 1.262e-10 3.143e-01 +81 EP 16 2.139e-02 6.134e-10 7.770e-11 9.786e-01 +81 EP 17 8.757e-01 3.189e-02 5.788e-02 3.454e-02 +81 EP 18 2.703e-03 3.013e-10 9.973e-01 7.972e-11 +81 EP 19 2.885e-02 2.197e-10 8.609e-11 9.712e-01 +81 EP 20 1.608e-02 9.048e-04 9.830e-01 8.392e-11 +81 TP 1 4.968e-01 1.591e-02 8.979e-02 1.174e-09 7.768e-02 5.118e-06 4.734e-09 7.901e-10 1.319e-04 1.509e-10 6.942e-02 4.763e-07 8.468e-02 1.655e-01 1.871e-06 2.874e-10 9.866e-11 2.282e-10 1.276e-09 1.004e-05 +81 TP 2 5.157e-02 8.815e-01 1.616e-02 7.923e-10 1.312e-09 6.039e-03 5.812e-10 3.799e-10 7.114e-03 4.957e-11 2.250e-02 1.820e-10 8.025e-08 1.372e-02 7.189e-10 7.885e-11 3.882e-11 4.589e-11 1.422e-10 1.450e-03 +81 TP 3 5.171e-01 2.593e-07 1.427e-02 1.962e-08 2.442e-01 3.632e-09 6.325e-10 4.052e-05 3.017e-08 2.541e-03 4.962e-02 1.273e-02 5.458e-02 1.048e-01 2.293e-09 3.298e-10 1.119e-09 3.036e-06 3.488e-10 2.608e-10 +81 TP 4 8.468e-10 7.205e-08 2.145e-10 8.260e-01 6.183e-10 1.723e-09 1.707e-10 3.585e-02 1.381e-01 2.508e-10 3.276e-10 2.455e-10 2.686e-10 3.396e-10 7.001e-10 1.425e-10 2.936e-10 2.064e-10 1.783e-10 1.450e-10 +81 TP 5 6.340e-02 2.033e-03 2.383e-10 3.005e-09 9.465e-03 5.426e-03 1.447e-10 6.168e-09 9.197e-01 9.705e-10 6.223e-10 2.981e-10 4.012e-10 6.250e-10 7.777e-10 9.826e-11 4.718e-10 2.376e-10 1.261e-10 9.884e-11 +81 TP 6 8.641e-10 1.826e-02 9.817e-04 2.785e-06 3.321e-10 9.779e-01 2.041e-04 5.916e-04 1.646e-06 2.046e-10 1.671e-09 5.325e-04 4.003e-10 1.634e-09 4.549e-10 4.632e-04 2.699e-10 3.329e-04 3.024e-04 3.959e-04 +81 TP 7 2.761e-01 1.660e-05 3.077e-03 9.123e-09 9.958e-02 8.267e-09 3.661e-01 1.699e-09 6.121e-07 7.208e-10 3.335e-09 6.556e-09 8.966e-09 5.993e-10 6.425e-09 2.546e-01 1.381e-08 5.279e-07 3.818e-09 4.695e-04 +81 TP 8 9.163e-10 2.071e-09 4.042e-07 1.130e-09 4.565e-09 1.991e-03 1.263e-03 9.723e-01 1.301e-09 1.275e-09 2.664e-07 3.140e-10 8.886e-10 3.779e-10 7.517e-10 5.662e-10 6.161e-03 2.969e-03 1.012e-02 5.175e-03 +81 TP 9 1.919e-01 2.827e-01 2.044e-10 9.281e-10 4.734e-02 6.926e-07 2.209e-10 8.135e-10 4.523e-01 1.623e-10 1.108e-02 1.251e-02 1.756e-05 2.009e-08 2.462e-09 1.471e-10 1.334e-10 2.131e-03 2.955e-09 9.337e-11 +81 TP 10 1.547e-09 1.031e-09 9.717e-10 1.264e-09 1.136e-03 3.214e-09 8.089e-10 2.594e-05 1.073e-09 6.649e-01 1.588e-06 1.698e-08 1.003e-06 1.529e-09 1.912e-09 3.724e-10 3.125e-04 8.208e-10 3.208e-01 1.284e-02 +81 TP 11 6.311e-04 1.350e-07 3.119e-04 6.295e-09 2.000e-09 5.691e-09 2.860e-01 2.498e-09 3.353e-08 4.362e-10 2.949e-01 3.569e-09 4.181e-01 6.471e-09 9.743e-09 1.097e-08 3.966e-10 6.787e-10 1.922e-09 6.657e-10 +81 TP 12 5.437e-09 1.999e-08 2.360e-10 7.509e-09 5.944e-10 6.750e-09 5.339e-09 1.511e-09 2.946e-07 6.007e-10 2.744e-09 4.201e-01 3.451e-02 6.337e-10 5.429e-01 2.485e-03 6.398e-10 5.308e-10 1.922e-09 3.787e-10 +81 TP 13 1.272e-06 3.244e-04 2.114e-09 1.367e-08 2.635e-05 2.182e-09 5.272e-06 1.368e-09 6.210e-01 3.102e-10 1.629e-01 8.350e-02 1.323e-01 1.657e-10 6.652e-09 1.831e-09 1.494e-09 1.505e-10 1.093e-09 1.404e-10 +81 TP 14 1.223e-01 4.285e-02 1.670e-10 1.614e-09 3.200e-02 2.264e-03 9.765e-11 8.040e-10 2.948e-01 1.820e-10 1.013e-09 5.373e-10 2.368e-10 4.459e-01 3.946e-10 6.113e-11 4.532e-10 7.899e-10 7.547e-11 5.990e-02 +81 TP 15 8.325e-02 2.233e-05 1.111e-09 5.730e-08 4.411e-02 2.322e-02 1.082e-09 2.243e-02 3.239e-01 7.252e-03 2.742e-05 1.542e-09 8.832e-09 1.098e-09 4.841e-01 1.496e-09 1.167e-02 1.327e-09 9.155e-10 2.182e-10 +81 TP 16 3.525e-03 2.114e-09 6.335e-10 2.015e-09 5.969e-04 3.299e-03 2.670e-08 1.826e-02 2.714e-09 5.189e-10 1.384e-07 1.029e-05 5.027e-09 2.235e-10 3.570e-09 7.561e-01 1.871e-01 2.845e-02 2.580e-03 1.973e-10 +81 TP 17 1.108e-09 1.028e-09 4.182e-08 1.110e-09 2.285e-09 1.711e-09 1.080e-09 2.146e-09 9.872e-10 8.584e-10 1.785e-09 8.747e-10 1.216e-09 7.938e-10 9.524e-10 9.936e-03 6.646e-01 3.255e-01 6.353e-10 4.493e-10 +81 TP 18 9.507e-10 8.987e-04 1.086e-10 3.032e-02 2.166e-10 1.376e-02 1.038e-10 3.267e-04 4.118e-04 2.528e-10 1.776e-10 1.169e-10 1.493e-10 2.186e-01 2.853e-10 7.868e-11 4.503e-03 7.312e-01 8.311e-11 4.035e-10 +81 TP 19 1.353e-09 5.254e-09 1.408e-10 1.695e-05 5.315e-10 9.622e-09 1.641e-09 2.651e-03 3.801e-09 8.709e-03 1.583e-05 1.765e-01 4.987e-07 1.526e-04 6.650e-02 1.084e-09 2.631e-10 1.929e-10 7.454e-01 4.760e-10 +81 TP 20 3.406e-03 9.490e-10 2.081e-10 9.759e-10 2.188e-04 3.809e-03 1.667e-10 3.947e-02 1.343e-09 2.162e-01 8.258e-10 1.806e-04 3.525e-04 2.053e-09 6.896e-10 8.882e-11 6.118e-10 5.641e-10 1.589e-10 7.363e-01 +82 IP 1 7.195e-10 +82 IP 2 7.030e-10 +82 IP 3 2.162e-01 +82 IP 4 7.023e-10 +82 IP 5 2.013e-09 +82 IP 6 1.017e-09 +82 IP 7 1.672e-09 +82 IP 8 7.750e-10 +82 IP 9 7.028e-10 +82 IP 10 7.022e-10 +82 IP 11 7.030e-10 +82 IP 12 1.422e-09 +82 IP 13 7.035e-10 +82 IP 14 7.498e-10 +82 IP 15 1.012e-09 +82 IP 16 5.167e-09 +82 IP 17 7.838e-01 +82 IP 18 7.032e-10 +82 EP 1 6.712e-02 1.117e-02 5.215e-11 9.217e-01 +82 EP 2 8.927e-03 1.284e-04 9.909e-01 8.876e-11 +82 EP 3 9.409e-01 5.804e-02 5.241e-04 5.779e-04 +82 EP 4 2.389e-04 1.396e-09 1.686e-10 9.998e-01 +82 EP 5 1.000e+00 4.566e-10 6.194e-11 9.190e-11 +82 EP 6 5.222e-01 4.077e-08 4.778e-01 6.304e-11 +82 EP 7 8.029e-01 1.699e-01 3.049e-09 2.715e-02 +82 EP 8 8.887e-01 3.274e-02 3.759e-02 4.095e-02 +82 EP 9 9.079e-03 1.165e-03 9.898e-01 8.425e-11 +82 EP 10 4.840e-06 1.000e+00 1.155e-09 1.198e-09 +82 EP 11 1.182e-03 9.988e-01 8.640e-10 2.302e-09 +82 EP 12 9.132e-01 1.875e-02 2.859e-11 6.810e-02 +82 EP 13 2.696e-02 2.296e-10 8.574e-11 9.730e-01 +82 EP 14 8.869e-01 3.170e-02 5.651e-02 2.488e-02 +82 EP 15 8.661e-01 3.121e-02 1.027e-01 7.382e-11 +82 EP 16 9.980e-01 3.022e-07 1.827e-03 1.518e-04 +82 EP 17 1.000e+00 1.231e-10 1.276e-08 2.830e-06 +82 EP 18 2.124e-02 3.253e-04 6.343e-11 9.784e-01 +82 TP 1 4.140e-01 9.858e-11 6.864e-09 5.737e-02 7.533e-02 1.040e-10 2.213e-09 4.195e-10 6.115e-11 3.129e-10 4.511e-04 4.515e-01 1.089e-09 3.870e-10 4.274e-10 4.828e-05 1.267e-03 3.005e-09 +82 TP 2 9.468e-11 7.183e-01 3.583e-03 7.941e-11 1.597e-09 2.339e-01 5.679e-04 1.946e-10 3.371e-10 1.474e-10 2.301e-10 4.706e-10 7.840e-11 3.556e-03 1.192e-02 4.372e-03 2.380e-02 7.202e-11 +82 TP 3 7.241e-10 2.543e-09 9.749e-01 1.382e-03 2.354e-06 4.129e-10 2.317e-04 2.276e-07 4.740e-03 9.309e-08 8.531e-04 5.627e-09 7.737e-03 7.050e-03 4.812e-10 3.382e-04 1.207e-03 1.531e-03 +82 TP 4 2.922e-07 1.660e-10 7.685e-07 2.989e-07 9.883e-03 1.767e-10 1.055e-09 1.257e-09 1.376e-10 8.392e-10 3.907e-02 4.894e-01 3.566e-09 3.527e-03 2.229e-09 1.762e-04 2.214e-01 2.365e-01 +82 TP 5 3.380e-02 5.685e-06 4.628e-07 5.887e-03 6.162e-01 5.398e-03 7.807e-10 7.354e-11 2.655e-06 1.072e-01 5.181e-03 1.287e-01 2.375e-10 1.039e-10 4.264e-02 4.320e-05 5.492e-02 9.685e-11 +82 TP 6 7.537e-10 2.885e-09 4.304e-10 9.659e-11 4.081e-01 2.999e-01 2.555e-09 2.231e-10 5.367e-02 3.718e-10 4.213e-02 1.542e-09 9.263e-11 7.586e-10 7.442e-02 4.265e-04 1.214e-01 5.517e-11 +82 TP 7 1.339e-04 6.713e-09 6.376e-04 5.201e-09 2.154e-09 2.720e-09 6.491e-01 1.524e-09 7.644e-06 1.698e-09 1.317e-09 2.352e-09 2.246e-03 2.311e-03 1.940e-07 3.456e-01 3.606e-09 1.045e-09 +82 TP 8 1.032e-08 6.299e-10 1.508e-08 1.489e-09 1.424e-09 1.300e-09 4.012e-09 6.718e-01 8.821e-03 2.229e-09 9.776e-03 1.866e-09 3.097e-01 2.377e-09 1.376e-09 2.324e-09 1.244e-09 3.492e-10 +82 TP 9 4.338e-10 4.754e-10 3.843e-02 1.431e-10 2.982e-09 3.644e-09 8.818e-10 2.088e-01 7.350e-01 3.166e-10 1.228e-09 1.121e-09 1.187e-10 4.999e-10 1.583e-02 1.978e-03 1.277e-09 7.627e-11 +82 TP 10 4.027e-02 1.102e-03 6.014e-03 5.834e-04 5.251e-01 2.010e-02 7.352e-09 1.315e-03 1.322e-07 1.435e-02 1.442e-01 1.722e-01 3.423e-10 1.062e-03 7.371e-02 5.053e-08 3.303e-09 1.460e-10 +82 TP 11 7.274e-10 2.646e-10 1.976e-06 6.336e-10 6.829e-01 5.925e-10 1.320e-09 6.041e-10 1.884e-10 1.076e-09 1.531e-02 2.712e-09 2.154e-10 3.436e-03 1.916e-09 2.366e-09 2.984e-01 1.813e-10 +82 TP 12 5.198e-02 3.633e-10 7.476e-09 9.119e-02 2.446e-01 4.658e-10 7.841e-10 2.123e-10 7.904e-11 6.451e-04 5.035e-02 4.573e-01 1.565e-03 2.149e-10 4.668e-02 4.874e-05 5.064e-02 4.965e-03 +82 TP 13 1.938e-01 1.340e-10 8.189e-03 7.744e-09 6.628e-03 1.515e-10 2.328e-08 5.195e-03 7.811e-11 1.969e-10 3.416e-10 2.640e-07 7.454e-01 2.506e-10 2.657e-10 3.018e-03 3.780e-02 1.068e-09 +82 TP 14 8.217e-10 3.383e-01 1.658e-09 9.935e-10 1.533e-09 1.116e-09 1.856e-09 1.818e-09 4.148e-10 2.267e-09 7.123e-05 1.529e-09 5.269e-10 6.559e-01 1.096e-09 1.820e-09 1.355e-09 5.678e-03 +82 TP 15 6.402e-10 3.565e-09 9.254e-10 3.612e-10 2.325e-03 6.660e-01 2.614e-09 4.144e-10 4.291e-02 1.636e-09 1.240e-08 4.482e-09 3.013e-10 6.547e-10 2.888e-01 3.262e-08 2.362e-08 1.980e-10 +82 TP 16 1.469e-09 4.475e-10 7.355e-06 3.940e-07 3.944e-06 5.411e-07 4.290e-02 4.270e-10 5.013e-04 2.914e-10 1.486e-10 7.174e-10 7.491e-04 3.450e-10 9.049e-05 9.414e-01 1.389e-02 4.575e-04 +82 TP 17 5.101e-10 9.776e-11 5.890e-05 1.543e-02 8.026e-02 2.131e-04 4.156e-10 6.151e-11 6.893e-04 9.525e-06 1.155e-10 6.955e-09 1.117e-10 6.555e-11 1.388e-02 5.046e-03 8.844e-01 2.025e-05 +82 TP 18 4.257e-09 2.735e-02 2.025e-02 5.603e-09 1.862e-02 1.650e-10 1.355e-03 3.425e-10 8.925e-11 3.817e-10 6.678e-03 8.499e-09 8.446e-10 1.645e-01 5.745e-10 7.963e-03 2.354e-09 7.533e-01 +83 IP 1 1.721e-09 +83 IP 2 8.088e-10 +83 IP 3 8.605e-01 +83 IP 4 1.207e-09 +83 IP 5 8.351e-10 +83 IP 6 9.285e-10 +83 IP 7 7.605e-10 +83 IP 8 7.625e-10 +83 IP 9 1.265e-09 +83 IP 10 2.298e-09 +83 IP 11 1.395e-01 +83 IP 12 7.605e-10 +83 IP 13 7.605e-10 +83 IP 14 9.326e-10 +83 IP 15 7.605e-10 +83 IP 16 7.605e-10 +83 IP 17 7.607e-10 +83 IP 18 7.621e-10 +83 EP 1 1.000e+00 5.002e-10 7.263e-11 1.688e-10 +83 EP 2 4.369e-01 1.250e-02 5.506e-01 1.405e-10 +83 EP 3 1.000e+00 2.877e-10 8.818e-09 2.139e-10 +83 EP 4 1.000e+00 6.161e-09 9.481e-11 9.988e-11 +83 EP 5 8.828e-01 3.251e-02 4.501e-02 3.971e-02 +83 EP 6 4.222e-01 2.119e-02 3.047e-11 5.566e-01 +83 EP 7 2.075e-08 1.000e+00 1.280e-09 1.475e-09 +83 EP 8 4.194e-01 4.873e-03 4.107e-10 5.757e-01 +83 EP 9 5.840e-01 1.846e-02 3.976e-01 8.165e-11 +83 EP 10 9.148e-01 5.778e-05 1.045e-10 8.510e-02 +83 EP 11 9.748e-01 2.147e-02 1.751e-03 1.988e-03 +83 EP 12 8.689e-08 1.000e+00 5.448e-09 6.620e-09 +83 EP 13 1.134e-09 2.605e-10 6.307e-11 1.000e+00 +83 EP 14 8.716e-01 4.397e-02 7.539e-02 9.040e-03 +83 EP 15 1.854e-08 1.000e+00 7.227e-10 2.334e-07 +83 EP 16 3.611e-09 3.173e-10 1.000e+00 1.083e-10 +83 EP 17 5.819e-03 1.607e-10 7.825e-11 9.942e-01 +83 EP 18 1.611e-02 9.627e-10 9.839e-01 9.358e-11 +83 TP 1 5.038e-01 5.974e-04 9.483e-05 2.704e-01 1.154e-10 4.933e-02 1.741e-05 4.452e-03 4.200e-02 2.209e-02 1.165e-08 9.155e-03 2.423e-05 2.535e-10 9.803e-02 6.801e-08 1.180e-10 3.612e-10 +83 TP 2 2.986e-04 4.582e-01 5.039e-06 2.008e-01 5.516e-09 4.997e-06 1.718e-09 1.499e-09 3.006e-04 1.231e-05 1.851e-09 6.057e-04 7.321e-10 2.673e-09 6.836e-02 2.715e-01 2.470e-10 7.589e-09 +83 TP 3 4.204e-02 9.181e-04 8.965e-01 4.438e-02 3.061e-11 3.877e-10 4.734e-10 3.188e-10 1.370e-09 1.055e-02 5.564e-03 3.357e-10 1.624e-10 8.258e-11 2.815e-10 1.883e-10 4.546e-10 4.663e-11 +83 TP 4 2.510e-04 4.855e-02 6.073e-04 4.296e-01 9.203e-11 1.677e-01 1.463e-01 1.009e-03 1.083e-01 9.453e-02 6.616e-08 2.204e-09 2.925e-03 2.051e-10 2.464e-09 2.039e-09 2.874e-04 1.891e-10 +83 TP 5 1.232e-09 3.267e-07 1.190e-09 1.616e-09 6.496e-01 1.701e-09 1.512e-08 6.560e-04 1.056e-09 1.371e-09 2.613e-09 1.082e-03 1.457e-09 2.171e-09 2.308e-03 1.733e-09 2.220e-03 3.441e-01 +83 TP 6 2.336e-01 6.155e-11 7.129e-02 3.095e-05 1.138e-10 5.411e-01 3.480e-10 7.126e-09 9.509e-11 7.395e-02 1.489e-07 2.785e-09 5.455e-04 2.072e-10 3.598e-02 3.332e-11 4.345e-02 4.798e-11 +83 TP 7 1.964e-01 1.350e-02 8.809e-09 3.806e-01 3.470e-03 1.197e-01 4.919e-08 2.443e-03 6.777e-02 1.987e-05 8.112e-09 3.505e-02 1.026e-09 3.622e-05 1.785e-01 9.430e-10 1.353e-10 2.460e-03 +83 TP 8 2.265e-07 4.336e-10 3.452e-07 7.166e-09 6.718e-10 4.472e-09 1.353e-09 3.720e-01 6.903e-10 9.790e-05 4.526e-03 2.894e-09 6.234e-01 3.387e-09 1.787e-09 2.896e-10 7.677e-10 3.208e-10 +83 TP 9 3.453e-01 4.809e-09 2.068e-01 3.258e-09 1.013e-08 1.893e-09 3.882e-10 4.555e-10 4.351e-01 3.746e-09 1.351e-09 1.026e-09 2.494e-10 1.037e-09 1.197e-02 2.868e-04 7.454e-11 5.022e-04 +83 TP 10 8.510e-05 3.135e-10 1.601e-01 1.794e-01 1.194e-10 2.525e-03 4.195e-03 8.799e-04 5.640e-10 6.397e-01 9.294e-07 1.552e-05 1.460e-04 3.431e-10 5.751e-06 1.530e-10 1.287e-02 1.087e-10 +83 TP 11 5.959e-10 1.673e-03 7.988e-03 3.116e-08 1.758e-10 3.828e-10 1.700e-03 2.520e-03 2.223e-10 6.797e-08 9.829e-01 2.590e-07 3.174e-10 2.075e-10 3.462e-10 8.257e-04 8.925e-04 1.523e-03 +83 TP 12 5.823e-01 6.617e-03 1.589e-05 2.336e-06 1.286e-02 7.839e-09 5.514e-09 3.772e-03 1.494e-02 2.124e-06 1.200e-01 7.194e-03 1.101e-08 1.028e-08 2.523e-01 4.288e-09 8.882e-10 6.641e-09 +83 TP 13 3.794e-02 1.108e-10 1.709e-02 2.813e-09 2.923e-10 1.167e-01 2.653e-10 1.297e-09 1.596e-10 6.851e-02 9.675e-03 5.664e-10 7.461e-01 3.999e-03 7.900e-10 7.251e-11 7.051e-10 1.252e-10 +83 TP 14 4.240e-09 3.917e-03 2.751e-09 3.867e-09 4.309e-03 2.102e-09 1.081e-09 2.873e-01 4.788e-09 2.428e-09 5.522e-02 1.425e-09 2.672e-02 6.019e-01 5.080e-03 1.561e-02 2.750e-10 1.626e-09 +83 TP 15 5.916e-01 8.497e-10 4.083e-01 6.257e-09 1.530e-09 8.186e-10 4.063e-10 1.568e-09 2.315e-09 4.308e-08 5.152e-09 1.086e-09 5.305e-10 8.497e-10 1.135e-04 2.523e-10 9.181e-11 8.402e-10 +83 TP 16 5.398e-04 1.424e-09 2.365e-09 4.500e-09 7.464e-10 4.293e-03 2.045e-10 3.745e-05 1.088e-08 2.596e-09 1.883e-08 2.611e-10 2.345e-10 2.836e-01 5.828e-10 7.116e-01 1.241e-10 9.639e-10 +83 TP 17 2.019e-04 1.755e-10 1.189e-09 3.605e-04 1.967e-01 1.674e-04 2.919e-10 1.115e-09 2.267e-10 3.692e-09 1.781e-02 4.089e-10 8.402e-10 1.122e-09 5.119e-04 1.022e-10 7.586e-01 2.570e-02 +83 TP 18 1.574e-09 1.996e-09 5.096e-04 9.162e-10 8.374e-03 3.674e-10 1.488e-10 2.723e-10 2.634e-01 8.426e-10 3.286e-03 1.847e-10 1.424e-10 6.566e-10 4.982e-10 3.975e-03 7.679e-11 7.204e-01 +84 IP 1 2.306e-09 +84 IP 2 3.174e-09 +84 IP 3 2.561e-08 +84 IP 4 1.406e-08 +84 IP 5 9.539e-10 +84 IP 6 6.588e-10 +84 IP 7 6.588e-10 +84 IP 8 6.591e-10 +84 IP 9 6.705e-10 +84 IP 10 8.989e-10 +84 IP 11 1.000e+00 +84 IP 12 1.797e-08 +84 IP 13 8.098e-09 +84 IP 14 6.588e-10 +84 IP 15 6.594e-10 +84 IP 16 7.666e-10 +84 IP 17 6.600e-10 +84 IP 18 1.094e-09 +84 IP 19 7.557e-10 +84 IP 20 6.599e-10 +84 EP 1 1.000e+00 4.351e-10 6.316e-11 9.680e-11 +84 EP 2 9.260e-01 7.157e-02 7.954e-04 1.631e-03 +84 EP 3 9.985e-01 5.268e-08 1.475e-03 2.537e-09 +84 EP 4 9.792e-01 2.075e-02 7.089e-05 4.259e-09 +84 EP 5 5.644e-01 8.505e-06 3.123e-11 4.356e-01 +84 EP 6 3.249e-08 1.000e+00 1.034e-09 2.342e-09 +84 EP 7 1.508e-07 1.000e+00 2.124e-09 8.103e-08 +84 EP 8 4.710e-03 6.371e-10 7.406e-11 9.953e-01 +84 EP 9 1.301e-01 1.987e-08 1.073e-10 8.699e-01 +84 EP 10 5.230e-01 1.423e-02 4.627e-01 5.256e-11 +84 EP 11 1.000e+00 5.420e-10 2.681e-10 3.580e-10 +84 EP 12 9.826e-01 1.034e-02 3.368e-03 3.674e-03 +84 EP 13 9.948e-01 4.272e-09 1.549e-03 3.605e-03 +84 EP 14 2.943e-07 1.000e+00 9.317e-10 1.260e-09 +84 EP 15 1.674e-02 1.056e-09 9.754e-11 9.833e-01 +84 EP 16 8.941e-01 3.460e-02 2.991e-02 4.138e-02 +84 EP 17 2.069e-02 3.905e-04 9.789e-01 1.106e-10 +84 EP 18 1.000e+00 4.795e-10 6.377e-11 1.072e-10 +84 EP 19 8.997e-01 3.326e-02 2.827e-02 3.880e-02 +84 EP 20 1.424e-02 3.560e-10 9.858e-01 8.727e-11 +84 TP 1 4.207e-01 2.841e-03 3.829e-04 3.556e-04 2.805e-02 4.550e-10 1.193e-10 5.449e-04 1.888e-10 2.254e-02 4.315e-06 4.182e-04 2.220e-01 6.264e-02 8.625e-11 2.548e-10 1.565e-10 2.384e-01 1.825e-10 1.092e-03 +84 TP 2 1.638e-03 9.785e-01 8.145e-05 5.120e-04 7.888e-10 2.349e-08 6.731e-10 5.505e-03 5.205e-03 8.489e-10 2.805e-05 9.941e-05 7.555e-06 1.054e-06 1.220e-04 1.786e-08 2.809e-03 2.391e-06 9.251e-08 5.509e-03 +84 TP 3 3.632e-04 8.799e-09 2.285e-01 3.990e-01 1.886e-09 1.140e-07 4.664e-10 2.826e-09 1.082e-08 3.326e-04 3.427e-05 3.383e-01 2.995e-02 1.105e-09 5.177e-10 1.020e-09 3.108e-08 3.556e-03 8.739e-10 1.900e-09 +84 TP 4 8.596e-05 7.756e-09 4.258e-02 2.439e-01 8.461e-08 3.808e-05 3.956e-10 1.823e-03 4.995e-06 3.544e-04 5.463e-05 6.916e-01 1.644e-02 8.186e-10 3.978e-10 8.223e-10 8.606e-05 4.053e-04 6.126e-10 2.618e-03 +84 TP 5 3.843e-01 2.581e-05 7.636e-06 1.894e-06 5.467e-01 2.818e-10 6.979e-03 7.295e-03 2.439e-02 1.123e-10 9.363e-08 1.494e-05 2.509e-03 2.297e-02 4.776e-03 3.576e-10 4.107e-11 1.564e-06 1.516e-09 7.072e-11 +84 TP 6 8.555e-02 4.618e-08 2.403e-09 2.617e-09 1.638e-01 1.268e-02 3.101e-09 2.028e-03 1.072e-08 7.827e-02 1.204e-08 2.520e-09 1.505e-08 2.058e-01 1.318e-09 4.632e-03 3.273e-09 4.454e-01 1.344e-09 1.732e-03 +84 TP 7 8.568e-08 8.630e-03 2.788e-08 3.161e-08 9.352e-01 7.106e-09 8.162e-04 3.236e-02 3.326e-08 4.717e-09 3.259e-07 2.973e-08 1.134e-07 1.202e-02 1.098e-02 8.179e-09 2.429e-09 1.931e-08 1.127e-08 2.583e-09 +84 TP 8 3.669e-03 6.852e-03 3.360e-03 2.551e-04 1.974e-01 1.981e-10 1.688e-04 7.582e-01 4.405e-09 1.547e-10 2.147e-02 2.347e-03 1.168e-07 2.396e-10 9.845e-04 5.305e-03 3.184e-10 1.326e-09 7.250e-10 1.136e-10 +84 TP 9 9.741e-04 2.310e-09 2.977e-06 8.612e-06 1.741e-07 1.409e-09 1.103e-02 5.133e-09 4.681e-01 3.228e-10 3.022e-09 9.067e-06 7.127e-09 4.644e-02 2.509e-01 1.523e-09 1.296e-10 2.225e-01 3.949e-09 2.837e-10 +84 TP 10 4.024e-01 1.012e-09 1.696e-03 2.097e-06 3.137e-10 1.799e-10 7.433e-11 9.276e-11 1.153e-10 4.637e-01 6.781e-07 1.401e-08 5.821e-06 3.143e-02 6.427e-11 3.672e-10 5.211e-02 4.860e-02 4.501e-10 2.304e-08 +84 TP 11 1.117e-01 4.995e-02 4.186e-04 8.877e-05 7.412e-10 2.378e-10 2.208e-10 2.515e-10 1.860e-10 3.545e-10 8.378e-01 3.645e-05 1.824e-06 6.387e-10 1.351e-10 5.725e-10 1.650e-10 9.512e-10 2.939e-10 2.047e-10 +84 TP 12 2.615e-04 4.615e-09 4.237e-01 4.180e-01 9.256e-08 3.252e-08 3.289e-10 4.577e-04 5.506e-06 7.526e-09 2.594e-05 1.480e-01 9.521e-03 6.752e-10 3.449e-10 7.009e-10 2.066e-09 2.181e-05 5.517e-10 1.656e-09 +84 TP 13 1.295e-04 1.008e-06 4.558e-03 3.826e-04 5.605e-05 2.504e-03 1.535e-10 9.734e-11 4.674e-03 2.597e-06 2.868e-08 2.371e-03 9.063e-01 2.146e-08 5.901e-11 5.250e-11 1.619e-03 7.745e-02 5.444e-11 8.772e-11 +84 TP 14 9.796e-01 8.531e-05 3.462e-08 1.668e-07 1.334e-09 3.996e-10 6.732e-10 5.070e-10 3.112e-10 6.175e-10 2.587e-03 3.298e-08 1.944e-07 1.768e-02 2.184e-10 1.832e-09 1.433e-10 2.475e-09 4.968e-10 2.494e-10 +84 TP 15 1.152e-02 2.497e-06 2.894e-03 4.403e-03 4.272e-05 3.823e-09 5.736e-05 1.044e-09 2.103e-09 2.687e-10 1.907e-07 6.017e-03 8.416e-07 1.168e-09 7.241e-01 7.019e-10 1.282e-10 3.819e-09 2.144e-01 3.664e-02 +84 TP 16 1.367e-09 3.809e-09 4.475e-09 5.171e-09 9.407e-10 2.285e-09 6.795e-10 3.219e-01 8.907e-10 2.207e-09 2.531e-09 4.776e-09 1.857e-09 1.131e-03 5.178e-10 6.615e-01 7.989e-03 1.327e-09 7.550e-03 1.666e-09 +84 TP 17 3.315e-09 3.597e-02 4.217e-03 1.664e-04 4.257e-10 3.086e-10 1.465e-10 1.724e-10 1.737e-10 1.197e-05 2.117e-09 7.450e-08 1.758e-09 4.427e-04 1.083e-10 2.343e-01 7.249e-01 3.844e-09 1.339e-09 8.994e-10 +84 TP 18 2.424e-04 2.281e-07 1.927e-06 4.500e-06 1.769e-01 1.302e-01 4.701e-10 1.887e-07 2.611e-02 1.384e-01 3.636e-08 8.319e-07 2.751e-02 2.376e-02 2.036e-10 1.404e-10 2.155e-03 4.747e-01 1.486e-10 5.483e-10 +84 TP 19 2.062e-09 3.222e-02 2.831e-09 2.947e-09 1.945e-09 2.820e-09 1.240e-09 1.045e-09 2.631e-09 1.106e-09 3.341e-09 2.951e-09 2.310e-09 1.715e-03 9.229e-03 2.092e-03 5.135e-10 2.484e-09 6.593e-01 2.955e-01 +84 TP 20 6.198e-09 4.936e-08 1.313e-02 8.160e-09 2.450e-10 1.350e-10 1.031e-10 9.434e-11 9.856e-11 2.157e-01 3.701e-02 1.085e-08 8.218e-09 2.499e-10 7.686e-11 2.706e-10 5.095e-10 8.871e-10 7.076e-03 7.271e-01 +85 IP 1 6.863e-10 +85 IP 2 6.467e-10 +85 IP 3 1.150e-09 +85 IP 4 8.812e-10 +85 IP 5 6.460e-10 +85 IP 6 3.512e-09 +85 IP 7 7.872e-10 +85 IP 8 6.464e-10 +85 IP 9 6.460e-10 +85 IP 10 6.460e-10 +85 IP 11 1.616e-08 +85 IP 12 1.002e-09 +85 IP 13 6.806e-10 +85 IP 14 1.000e+00 +85 IP 15 6.460e-10 +85 EP 1 8.849e-01 2.192e-02 4.316e-02 4.998e-02 +85 EP 2 7.416e-02 5.354e-04 9.253e-01 1.463e-10 +85 EP 3 1.000e+00 3.548e-10 6.833e-11 6.452e-11 +85 EP 4 5.666e-01 1.782e-02 3.016e-11 4.156e-01 +85 EP 5 2.623e-06 1.000e+00 1.042e-09 1.548e-09 +85 EP 6 1.000e+00 9.835e-10 1.050e-10 8.258e-11 +85 EP 7 5.634e-01 2.824e-02 4.083e-01 1.150e-10 +85 EP 8 1.151e-02 4.597e-10 9.885e-01 8.558e-11 +85 EP 9 1.601e-07 3.899e-09 1.000e+00 2.420e-10 +85 EP 10 1.795e-08 1.000e+00 1.587e-09 9.513e-10 +85 EP 11 9.884e-01 8.216e-03 1.611e-03 1.816e-03 +85 EP 12 8.749e-01 2.864e-02 1.784e-09 9.647e-02 +85 EP 13 6.391e-01 1.857e-03 3.591e-01 1.439e-10 +85 EP 14 9.988e-01 3.710e-10 1.247e-10 1.230e-03 +85 EP 15 9.936e-10 1.085e-10 4.001e-11 1.000e+00 +85 TP 1 6.512e-01 3.340e-08 2.132e-09 3.899e-09 4.110e-09 2.166e-09 1.847e-09 6.091e-09 1.132e-09 1.302e-09 2.590e-09 3.393e-09 1.576e-02 2.403e-09 3.330e-01 +85 TP 2 3.133e-10 7.111e-01 9.587e-10 2.799e-10 7.400e-10 2.933e-09 5.639e-02 6.330e-10 2.325e-01 2.658e-10 4.797e-09 1.532e-09 4.535e-08 5.785e-09 1.389e-10 +85 TP 3 1.269e-10 4.939e-10 5.347e-01 1.785e-01 4.773e-02 3.726e-03 3.146e-02 6.760e-10 3.031e-02 9.000e-02 1.759e-02 1.112e-10 2.545e-02 3.961e-02 9.562e-04 +85 TP 4 1.679e-10 6.052e-11 1.264e-01 5.228e-01 3.026e-02 2.383e-01 1.472e-10 3.840e-11 3.941e-11 2.373e-10 3.498e-03 3.009e-10 1.355e-10 3.490e-03 7.526e-02 +85 TP 5 6.962e-10 2.987e-10 1.114e-01 8.118e-10 4.410e-03 8.688e-01 9.006e-10 1.708e-10 5.351e-10 3.811e-10 1.544e-02 1.231e-09 6.385e-10 1.295e-06 1.980e-10 +85 TP 6 1.847e-10 7.219e-10 3.135e-01 2.898e-09 3.488e-02 3.866e-01 2.786e-09 1.955e-10 1.851e-09 2.607e-10 9.597e-05 1.616e-10 2.140e-09 2.648e-01 4.716e-10 +85 TP 7 1.252e-09 1.232e-09 3.348e-01 1.239e-09 8.753e-02 2.958e-06 3.790e-01 5.139e-09 1.674e-01 8.496e-10 3.129e-02 7.189e-10 1.777e-08 1.196e-07 2.520e-10 +85 TP 8 1.663e-01 1.017e-09 5.239e-03 4.024e-10 2.029e-03 2.794e-02 3.057e-02 7.204e-01 3.939e-02 3.784e-10 7.211e-03 6.583e-10 1.002e-03 1.838e-07 1.196e-10 +85 TP 9 7.482e-10 3.325e-09 6.125e-09 4.144e-10 4.619e-08 8.588e-01 1.107e-01 2.667e-09 3.044e-02 5.810e-10 3.015e-08 6.136e-10 2.024e-09 2.401e-07 1.430e-10 +85 TP 10 1.770e-09 2.778e-03 5.396e-01 1.545e-01 2.208e-01 1.331e-08 1.655e-02 6.733e-10 2.077e-02 2.110e-02 7.088e-09 1.625e-09 2.383e-02 1.802e-08 8.003e-10 +85 TP 11 1.188e-10 2.740e-07 6.417e-10 6.937e-03 8.643e-11 5.562e-10 1.734e-03 2.424e-10 4.420e-10 5.047e-03 9.825e-01 8.593e-11 2.704e-03 7.607e-10 1.084e-03 +85 TP 12 2.608e-03 1.557e-01 7.501e-02 2.039e-08 2.613e-02 1.952e-04 2.446e-09 4.025e-10 5.191e-03 1.915e-09 3.632e-02 6.002e-01 3.296e-02 6.566e-02 1.506e-07 +85 TP 13 1.658e-09 6.527e-09 4.899e-05 1.257e-09 1.080e-08 2.104e-08 2.032e-01 3.974e-01 7.727e-06 2.007e-09 1.277e-08 1.122e-09 3.992e-01 2.558e-08 3.991e-10 +85 TP 14 1.188e-10 1.344e-10 3.967e-02 1.112e-05 1.999e-10 1.233e-01 2.710e-10 1.561e-06 1.368e-10 1.999e-04 4.797e-05 8.669e-11 8.442e-04 8.348e-01 1.081e-03 +85 TP 15 4.757e-10 1.402e-02 7.994e-06 9.895e-02 6.897e-10 2.019e-08 2.615e-10 6.861e-11 4.469e-11 1.147e-10 1.432e-08 1.571e-01 8.612e-10 7.998e-09 7.300e-01 +86 IP 1 7.157e-01 +86 IP 2 1.693e-02 +86 IP 3 6.653e-10 +86 IP 4 8.191e-10 +86 IP 5 6.653e-10 +86 IP 6 2.831e-09 +86 IP 7 6.653e-10 +86 IP 8 2.674e-01 +86 IP 9 2.186e-09 +86 IP 10 8.296e-10 +86 IP 11 6.653e-10 +86 IP 12 6.971e-10 +86 IP 13 8.088e-10 +86 IP 14 6.914e-10 +86 IP 15 6.653e-10 +86 IP 16 6.653e-10 +86 IP 17 6.653e-10 +86 IP 18 6.663e-10 +86 IP 19 1.044e-09 +86 EP 1 1.000e+00 6.516e-07 5.386e-11 2.712e-09 +86 EP 2 9.971e-01 1.266e-09 1.532e-03 1.363e-03 +86 EP 3 1.857e-08 2.258e-04 9.998e-01 4.159e-10 +86 EP 4 1.000e+00 8.477e-10 1.286e-10 7.987e-11 +86 EP 5 4.605e-08 1.000e+00 1.061e-09 2.350e-09 +86 EP 6 1.000e+00 9.101e-10 4.115e-10 9.212e-11 +86 EP 7 4.087e-07 1.000e+00 1.835e-09 1.106e-09 +86 EP 8 9.246e-01 7.090e-02 1.761e-03 2.719e-03 +86 EP 9 7.800e-01 2.169e-01 1.000e-07 3.180e-03 +86 EP 10 4.406e-01 1.307e-02 5.463e-01 8.352e-11 +86 EP 11 1.156e-06 1.466e-09 3.320e-10 1.000e+00 +86 EP 12 8.741e-01 2.898e-02 4.253e-02 5.439e-02 +86 EP 13 4.349e-01 2.748e-02 5.023e-11 5.377e-01 +86 EP 14 8.488e-01 2.593e-02 9.496e-04 1.243e-01 +86 EP 15 4.213e-09 2.759e-10 1.021e-10 1.000e+00 +86 EP 16 1.237e-09 2.759e-10 1.000e+00 6.411e-11 +86 EP 17 9.395e-08 9.706e-01 9.198e-08 2.942e-02 +86 EP 18 2.171e-02 1.708e-04 8.632e-11 9.781e-01 +86 EP 19 1.000e+00 2.283e-09 1.030e-10 3.747e-09 +86 TP 1 9.249e-01 4.919e-03 1.323e-06 5.179e-02 3.500e-03 2.933e-07 2.342e-03 2.047e-10 2.539e-04 9.774e-11 1.056e-02 5.396e-11 1.091e-03 2.679e-10 2.190e-10 5.222e-10 1.319e-10 2.192e-10 6.099e-04 +86 TP 2 1.311e-02 9.516e-01 3.638e-07 2.034e-09 3.479e-10 2.837e-06 7.749e-10 1.319e-04 3.229e-02 2.413e-09 3.184e-10 1.405e-10 6.202e-10 7.897e-04 1.488e-06 1.254e-03 3.442e-10 8.080e-04 1.753e-07 +86 TP 3 7.778e-02 5.106e-06 5.017e-02 1.359e-01 3.664e-02 4.576e-01 6.363e-10 5.650e-10 3.404e-09 2.253e-01 1.251e-10 1.642e-02 3.435e-10 5.465e-10 2.753e-10 5.325e-05 2.036e-04 6.362e-10 1.265e-09 +86 TP 4 1.344e-08 1.228e-08 1.176e-01 4.957e-01 1.406e-04 1.167e-08 1.908e-01 7.101e-10 5.916e-09 5.884e-10 3.633e-09 2.454e-10 1.723e-01 1.035e-09 1.243e-05 2.337e-02 6.500e-10 7.495e-10 2.001e-07 +86 TP 5 7.147e-03 6.287e-04 4.049e-04 7.572e-09 1.535e-02 9.348e-01 4.254e-10 1.521e-08 2.779e-09 7.293e-10 3.822e-10 5.194e-10 1.185e-09 5.045e-09 4.218e-10 2.591e-10 9.016e-10 2.045e-10 4.165e-02 +86 TP 6 3.358e-01 1.178e-06 9.763e-03 1.547e-01 4.982e-02 3.576e-01 2.197e-09 1.109e-09 6.335e-04 7.692e-10 2.389e-10 4.206e-10 2.527e-03 1.946e-09 7.771e-03 5.000e-03 7.575e-10 1.426e-10 7.642e-02 +86 TP 7 1.646e-01 7.588e-08 3.019e-02 2.656e-01 1.659e-01 1.493e-01 1.397e-02 2.038e-08 6.128e-09 1.006e-09 1.624e-09 9.241e-10 9.436e-02 4.809e-03 4.563e-07 4.944e-03 2.103e-09 2.104e-10 1.064e-01 +86 TP 8 1.340e-08 9.777e-08 2.665e-09 1.084e-04 1.569e-03 6.162e-07 6.235e-10 9.848e-01 8.548e-08 9.964e-10 4.140e-10 1.798e-09 2.767e-10 5.999e-03 4.034e-10 5.623e-03 1.469e-04 1.779e-03 2.015e-08 +86 TP 9 2.305e-03 7.907e-01 7.546e-09 8.186e-03 1.966e-08 4.741e-05 1.471e-06 2.777e-07 1.172e-01 6.149e-09 8.202e-05 4.583e-09 3.111e-05 7.844e-04 1.854e-03 5.361e-04 7.826e-02 8.218e-06 1.271e-06 +86 TP 10 1.057e-04 1.767e-02 3.565e-09 7.332e-08 1.852e-02 3.057e-01 5.635e-10 3.617e-02 1.647e-03 4.475e-01 1.282e-10 2.647e-07 5.119e-10 1.506e-01 6.846e-10 2.037e-02 1.767e-03 2.108e-10 2.485e-09 +86 TP 11 2.948e-01 2.298e-04 1.815e-10 8.889e-02 6.578e-02 1.720e-01 2.187e-07 2.623e-07 1.504e-06 3.461e-10 4.830e-09 9.430e-09 1.047e-02 1.189e-07 6.841e-09 1.506e-09 1.371e-09 2.373e-01 1.304e-01 +86 TP 12 2.367e-09 4.000e-09 4.714e-09 3.243e-09 5.297e-09 2.573e-09 2.464e-09 4.670e-04 3.431e-09 1.595e-09 1.312e-09 6.580e-01 1.792e-09 4.403e-03 1.720e-09 3.371e-01 2.580e-09 1.625e-09 2.319e-09 +86 TP 13 1.654e-01 3.476e-04 8.657e-11 1.117e-02 4.989e-03 2.136e-02 1.138e-09 2.116e-03 8.234e-07 1.381e-10 8.330e-02 7.178e-10 5.201e-01 1.584e-09 1.815e-09 1.839e-10 5.127e-10 1.729e-02 1.739e-01 +86 TP 14 1.963e-09 1.887e-09 8.573e-10 2.379e-09 2.305e-09 2.093e-09 2.232e-09 3.203e-09 2.232e-09 1.216e-09 1.584e-09 5.111e-03 2.133e-09 5.708e-01 4.240e-01 1.110e-09 2.863e-09 1.295e-09 2.253e-09 +86 TP 15 7.730e-02 5.054e-03 9.796e-11 2.074e-09 3.960e-10 6.583e-07 2.260e-10 1.363e-02 1.795e-03 1.659e-10 3.260e-03 1.056e-09 9.790e-02 6.727e-03 7.485e-01 1.203e-10 2.378e-08 2.474e-09 4.584e-02 +86 TP 16 3.468e-08 2.709e-03 9.344e-03 1.399e-09 4.475e-10 5.530e-08 1.677e-10 9.533e-06 3.402e-09 2.977e-01 6.203e-11 1.702e-09 1.277e-10 4.348e-10 7.434e-11 6.902e-01 3.199e-10 7.624e-11 7.619e-10 +86 TP 17 6.192e-08 9.147e-01 7.728e-09 1.071e-07 5.717e-08 7.727e-08 1.095e-08 9.272e-08 6.447e-02 9.929e-09 1.104e-08 2.680e-08 1.553e-08 1.847e-08 8.574e-09 8.220e-09 2.080e-02 5.697e-09 6.597e-08 +86 TP 18 3.951e-09 1.387e-02 1.291e-10 2.522e-02 8.629e-03 1.236e-08 7.987e-06 1.448e-02 1.614e-03 2.441e-10 1.505e-08 1.480e-01 1.726e-08 2.265e-08 9.082e-10 2.465e-02 2.954e-09 7.314e-01 3.212e-02 +86 TP 19 9.285e-04 1.938e-03 1.196e-08 2.304e-01 1.110e-01 1.843e-02 1.437e-03 6.955e-09 5.658e-04 9.250e-10 1.174e-01 1.686e-09 3.666e-02 1.684e-03 8.243e-09 7.561e-10 2.161e-09 3.840e-08 4.796e-01 +87 IP 1 7.782e-10 +87 IP 2 2.657e-09 +87 IP 3 7.782e-10 +87 IP 4 1.069e-09 +87 IP 5 7.782e-10 +87 IP 6 9.393e-10 +87 IP 7 7.787e-10 +87 IP 8 1.000e+00 +87 IP 9 7.782e-10 +87 IP 10 8.323e-10 +87 IP 11 8.025e-10 +87 IP 12 1.159e-09 +87 IP 13 5.129e-09 +87 EP 1 2.230e-07 6.178e-10 1.395e-10 1.000e+00 +87 EP 2 1.000e+00 3.817e-10 3.158e-11 7.068e-11 +87 EP 3 2.833e-07 1.897e-10 1.000e+00 1.100e-10 +87 EP 4 5.552e-01 1.577e-02 2.926e-11 4.290e-01 +87 EP 5 8.001e-08 1.000e+00 7.542e-10 1.640e-09 +87 EP 6 8.952e-01 3.291e-02 3.378e-02 3.814e-02 +87 EP 7 6.689e-03 6.808e-10 9.933e-01 1.400e-10 +87 EP 8 1.000e+00 1.119e-10 1.272e-10 4.637e-09 +87 EP 9 1.593e-09 5.159e-05 6.669e-11 9.999e-01 +87 EP 10 8.819e-01 3.061e-02 4.096e-02 4.656e-02 +87 EP 11 1.338e-01 8.662e-01 8.242e-10 1.168e-09 +87 EP 12 6.206e-01 1.351e-02 3.659e-01 4.943e-11 +87 EP 13 9.935e-01 3.738e-03 1.301e-03 1.454e-03 +87 TP 1 7.476e-01 2.719e-05 1.514e-10 2.119e-01 5.881e-10 7.207e-03 1.199e-10 3.325e-02 1.382e-09 4.338e-10 2.217e-10 3.392e-10 2.398e-06 +87 TP 2 6.102e-08 6.760e-01 3.746e-09 8.667e-02 5.629e-02 9.946e-11 1.701e-09 8.671e-02 7.825e-08 7.537e-11 2.546e-02 5.957e-02 9.352e-03 +87 TP 3 3.592e-10 6.860e-09 7.039e-01 4.169e-10 4.178e-10 5.993e-10 7.300e-05 3.819e-02 3.686e-05 3.013e-09 1.704e-10 2.467e-01 1.114e-02 +87 TP 4 9.398e-10 3.789e-01 5.144e-11 5.139e-01 2.841e-02 1.703e-10 6.652e-11 2.413e-07 6.589e-02 1.055e-10 2.088e-10 1.021e-10 1.294e-02 +87 TP 5 4.328e-10 9.876e-01 3.207e-10 2.204e-09 5.314e-03 7.751e-10 1.832e-10 1.054e-05 1.145e-10 7.144e-10 3.467e-10 9.660e-10 7.029e-03 +87 TP 6 3.233e-01 2.558e-09 9.144e-10 1.235e-09 1.951e-02 6.555e-01 5.680e-09 3.284e-09 8.201e-10 1.716e-03 1.783e-09 2.522e-09 3.699e-09 +87 TP 7 2.823e-10 1.127e-03 8.758e-10 4.326e-10 5.055e-03 2.547e-01 7.107e-01 1.576e-02 1.634e-10 6.281e-10 9.615e-10 3.870e-06 1.266e-02 +87 TP 8 6.036e-09 1.181e-01 1.881e-08 1.150e-09 1.551e-10 2.335e-10 3.427e-08 8.809e-01 1.220e-08 1.398e-10 3.076e-09 5.724e-10 9.501e-04 +87 TP 9 4.768e-10 3.641e-02 1.777e-02 7.064e-02 4.573e-03 4.887e-10 1.159e-10 1.749e-08 7.222e-01 1.298e-01 2.099e-10 2.445e-10 1.868e-02 +87 TP 10 1.066e-09 2.836e-09 3.404e-01 2.493e-09 9.297e-03 3.092e-03 1.173e-09 3.519e-09 3.114e-09 6.473e-01 8.501e-10 2.085e-09 4.949e-09 +87 TP 11 4.289e-03 6.809e-02 1.263e-03 2.613e-01 4.182e-01 9.423e-03 2.163e-09 3.832e-09 4.715e-10 8.617e-09 2.563e-02 2.118e-01 3.545e-09 +87 TP 12 1.143e-10 3.902e-01 1.554e-02 2.025e-10 2.973e-02 4.492e-10 5.477e-02 1.096e-05 7.538e-11 2.695e-10 1.698e-10 4.886e-01 2.112e-02 +87 TP 13 9.453e-05 2.109e-03 3.723e-04 6.247e-03 1.338e-10 8.284e-11 6.426e-04 1.261e-03 9.595e-04 5.725e-11 3.868e-03 4.812e-03 9.796e-01 +88 IP 1 6.151e-01 +88 IP 2 2.413e-09 +88 IP 3 3.849e-01 +88 IP 4 1.048e-08 +88 IP 5 1.047e-07 +88 IP 6 1.050e-09 +88 IP 7 7.241e-10 +88 IP 8 8.069e-10 +88 IP 9 7.251e-10 +88 IP 10 6.935e-08 +88 IP 11 7.785e-10 +88 IP 12 2.316e-08 +88 IP 13 7.241e-10 +88 IP 14 7.241e-10 +88 IP 15 1.110e-09 +88 IP 16 7.244e-10 +88 IP 17 8.468e-10 +88 IP 18 7.241e-10 +88 EP 1 1.000e+00 9.012e-06 6.396e-10 5.619e-08 +88 EP 2 1.000e+00 8.183e-10 6.326e-11 8.810e-11 +88 EP 3 9.288e-01 6.700e-02 1.564e-03 2.586e-03 +88 EP 4 9.993e-01 7.420e-04 3.578e-10 5.020e-10 +88 EP 5 9.879e-01 1.207e-02 7.918e-10 4.943e-09 +88 EP 6 5.721e-01 1.951e-02 3.574e-11 4.084e-01 +88 EP 7 2.022e-06 1.000e+00 1.221e-09 1.617e-09 +88 EP 8 8.853e-01 3.393e-02 3.946e-02 4.128e-02 +88 EP 9 1.133e-02 2.880e-10 1.364e-10 9.887e-01 +88 EP 10 9.985e-01 6.987e-07 1.477e-03 5.461e-10 +88 EP 11 8.512e-01 4.454e-02 1.043e-01 5.477e-10 +88 EP 12 9.923e-01 4.179e-05 6.161e-10 7.646e-03 +88 EP 13 7.630e-10 4.698e-04 7.610e-11 9.995e-01 +88 EP 14 3.299e-08 1.000e+00 1.135e-09 1.367e-09 +88 EP 15 5.837e-01 1.361e-02 4.027e-01 6.154e-11 +88 EP 16 5.792e-03 1.245e-08 9.942e-01 1.844e-10 +88 EP 17 4.641e-01 2.222e-03 3.021e-10 5.337e-01 +88 EP 18 1.981e-09 3.242e-10 1.000e+00 1.100e-10 +88 TP 1 1.234e-01 4.244e-03 4.605e-06 1.610e-01 1.690e-01 1.758e-04 1.206e-06 1.937e-10 3.090e-06 3.666e-01 3.136e-07 1.755e-01 1.467e-07 5.200e-10 5.507e-05 1.737e-09 7.858e-11 2.052e-09 +88 TP 2 3.113e-03 6.790e-01 8.667e-05 4.564e-03 6.858e-03 1.046e-01 4.854e-02 8.148e-11 3.285e-10 2.338e-02 6.264e-10 1.010e-02 2.457e-03 4.342e-02 7.392e-02 6.061e-06 6.899e-11 3.741e-10 +88 TP 3 5.009e-10 3.866e-05 9.856e-01 5.521e-10 5.104e-10 3.680e-03 4.962e-04 1.074e-09 2.280e-03 5.161e-10 4.728e-03 5.071e-10 2.008e-03 1.856e-07 4.075e-10 1.142e-03 1.214e-10 2.858e-10 +88 TP 4 1.792e-01 3.537e-03 1.779e-06 1.622e-01 1.412e-01 2.822e-02 2.458e-02 1.524e-10 1.601e-04 2.537e-01 1.490e-03 1.683e-01 5.046e-03 5.798e-10 3.038e-02 1.456e-03 5.363e-11 5.840e-04 +88 TP 5 3.111e-01 2.490e-02 1.325e-05 5.884e-02 1.037e-01 2.656e-03 1.299e-05 2.287e-10 1.981e-04 8.741e-02 3.562e-04 4.100e-01 5.215e-09 9.660e-10 8.150e-04 1.027e-09 8.062e-11 5.311e-09 +88 TP 6 4.280e-02 2.790e-01 4.665e-04 1.247e-03 2.604e-02 5.551e-01 1.164e-09 1.859e-10 1.851e-09 8.820e-05 1.722e-10 2.464e-02 4.362e-02 2.697e-02 1.301e-10 4.726e-11 2.985e-10 8.188e-11 +88 TP 7 4.636e-09 4.896e-01 8.454e-03 6.234e-09 4.751e-09 1.359e-01 9.357e-03 1.170e-02 5.397e-03 5.099e-09 8.565e-03 5.269e-09 4.730e-10 2.260e-01 1.049e-01 3.976e-10 3.560e-10 1.744e-09 +88 TP 8 3.276e-09 1.864e-09 1.166e-08 3.240e-09 3.226e-09 1.349e-09 5.664e-09 6.460e-01 3.422e-01 3.256e-09 2.788e-03 3.135e-09 1.765e-09 5.974e-03 1.972e-09 3.009e-03 6.297e-10 1.205e-09 +88 TP 9 2.471e-04 1.111e-02 1.176e-02 9.700e-09 3.745e-04 1.906e-01 2.499e-10 1.661e-09 7.583e-01 4.379e-07 4.367e-10 2.606e-02 1.625e-03 3.443e-10 3.557e-10 1.110e-10 1.220e-09 2.422e-10 +88 TP 10 1.275e-01 1.668e-02 9.093e-07 4.084e-01 1.738e-01 1.222e-06 1.710e-05 1.620e-10 9.768e-10 1.448e-01 2.167e-07 1.284e-01 1.495e-09 6.214e-10 6.011e-05 3.699e-04 5.768e-11 4.989e-08 +88 TP 11 2.335e-09 2.845e-09 2.568e-09 2.507e-09 2.343e-09 2.402e-09 2.825e-09 2.199e-09 1.590e-09 2.357e-09 6.109e-01 2.359e-09 8.012e-09 9.675e-08 2.336e-09 2.859e-09 1.448e-09 3.891e-01 +88 TP 12 7.497e-02 8.883e-03 4.694e-07 4.178e-01 1.831e-01 1.464e-02 9.053e-04 1.991e-10 3.922e-04 2.325e-01 1.031e-08 6.672e-02 1.086e-05 8.652e-10 4.372e-09 8.237e-10 7.365e-11 1.198e-09 +88 TP 13 1.966e-08 3.788e-04 1.086e-08 6.252e-09 2.117e-08 8.344e-03 5.940e-10 1.464e-09 1.363e-09 1.506e-08 1.319e-09 2.187e-08 7.181e-01 3.931e-08 2.590e-10 1.139e-10 2.731e-01 1.594e-09 +88 TP 14 7.059e-03 7.327e-01 4.102e-08 2.185e-06 2.523e-01 1.542e-09 8.201e-10 1.026e-09 8.101e-10 1.107e-03 1.012e-03 1.386e-06 2.507e-10 5.876e-03 2.920e-05 1.691e-10 2.871e-10 5.139e-10 +88 TP 15 1.003e-03 3.366e-01 1.453e-08 2.149e-03 6.025e-03 2.594e-10 6.847e-10 3.750e-10 1.095e-10 1.036e-01 3.235e-04 8.014e-09 8.113e-11 3.293e-02 4.702e-01 4.716e-02 9.492e-11 1.347e-08 +88 TP 16 3.230e-06 4.561e-09 2.518e-02 2.648e-07 9.817e-07 5.607e-10 7.075e-10 2.641e-01 2.733e-10 2.194e-06 2.446e-09 4.913e-08 1.746e-10 9.374e-04 2.242e-08 7.098e-01 2.671e-10 1.026e-09 +88 TP 17 6.038e-03 1.178e-01 3.985e-02 1.482e-03 2.615e-03 9.058e-03 1.072e-09 2.284e-03 2.251e-08 8.779e-06 2.735e-01 5.263e-02 2.285e-09 3.767e-02 9.600e-10 3.717e-10 3.457e-01 1.114e-01 +88 TP 18 1.650e-03 4.290e-05 1.826e-02 9.727e-08 3.903e-05 4.739e-10 2.529e-10 5.957e-10 1.279e-10 4.098e-02 7.160e-03 9.648e-09 1.026e-10 4.250e-10 2.241e-01 2.603e-05 1.850e-10 7.078e-01 +89 IP 1 8.113e-10 +89 IP 2 2.580e-09 +89 IP 3 8.022e-10 +89 IP 4 1.342e-09 +89 IP 5 3.370e-01 +89 IP 6 7.884e-10 +89 IP 7 1.351e-09 +89 IP 8 7.882e-10 +89 IP 9 2.437e-09 +89 IP 10 6.630e-01 +89 IP 11 1.257e-09 +89 IP 12 7.874e-10 +89 IP 13 1.522e-09 +89 IP 14 7.876e-10 +89 EP 1 3.640e-01 5.935e-03 3.504e-10 6.300e-01 +89 EP 2 1.000e+00 3.448e-09 1.315e-10 1.422e-10 +89 EP 3 4.069e-01 6.151e-05 5.930e-01 2.526e-10 +89 EP 4 6.235e-01 2.535e-02 5.683e-11 3.511e-01 +89 EP 5 9.979e-01 2.109e-03 6.748e-08 7.218e-09 +89 EP 6 1.430e-03 9.986e-01 2.530e-09 1.846e-09 +89 EP 7 6.290e-01 2.468e-02 3.463e-01 9.362e-11 +89 EP 8 5.897e-03 5.329e-04 9.936e-01 1.007e-10 +89 EP 9 6.783e-01 3.010e-01 7.908e-03 1.279e-02 +89 EP 10 9.950e-01 3.112e-03 7.543e-04 1.092e-03 +89 EP 11 8.621e-01 3.213e-02 3.814e-10 1.058e-01 +89 EP 12 5.701e-06 1.000e+00 1.527e-09 1.984e-09 +89 EP 13 9.962e-01 3.821e-03 1.303e-09 1.361e-09 +89 EP 14 2.143e-03 3.426e-10 5.695e-11 9.979e-01 +89 TP 1 4.074e-01 3.265e-09 2.722e-10 1.327e-01 6.363e-09 9.729e-10 4.355e-10 2.013e-10 3.853e-09 7.240e-09 9.338e-10 4.151e-10 6.219e-09 4.599e-01 +89 TP 2 8.827e-07 6.614e-01 1.169e-02 1.275e-01 6.431e-04 4.676e-02 8.193e-02 9.344e-10 9.112e-07 1.526e-08 3.764e-10 6.793e-02 2.147e-03 4.734e-10 +89 TP 3 3.979e-10 3.726e-09 3.445e-01 7.332e-10 1.170e-09 1.461e-09 7.367e-02 5.818e-01 1.377e-09 2.836e-09 1.149e-09 1.002e-09 1.324e-09 2.779e-10 +89 TP 4 1.291e-09 2.316e-01 1.718e-10 5.340e-01 4.295e-08 2.692e-02 2.957e-10 1.078e-10 9.430e-10 1.584e-01 6.045e-10 2.545e-10 4.906e-02 2.312e-09 +89 TP 5 4.592e-03 1.854e-03 4.977e-03 4.588e-08 7.632e-01 8.416e-10 7.858e-10 3.376e-10 2.253e-01 8.629e-10 9.779e-10 8.853e-10 1.918e-06 5.772e-10 +89 TP 6 1.138e-09 5.056e-01 5.313e-10 5.877e-09 2.126e-09 1.163e-02 1.221e-09 3.524e-10 2.149e-09 4.183e-01 1.517e-09 8.432e-10 6.444e-02 5.249e-10 +89 TP 7 8.803e-03 2.528e-01 2.431e-09 9.590e-10 5.229e-09 3.079e-02 4.526e-01 2.001e-02 1.817e-09 1.670e-01 3.876e-10 1.182e-09 6.806e-02 2.008e-10 +89 TP 8 4.472e-03 4.364e-09 4.310e-09 9.739e-10 1.323e-02 1.454e-03 1.016e-01 6.910e-01 2.341e-03 4.416e-07 5.214e-10 9.657e-10 1.859e-01 1.148e-10 +89 TP 9 7.659e-05 8.499e-05 1.742e-04 2.034e-08 7.342e-01 1.428e-09 1.144e-09 2.895e-04 2.650e-01 2.814e-09 1.211e-09 5.989e-10 4.928e-09 1.578e-04 +89 TP 10 5.943e-10 6.463e-07 1.297e-03 1.171e-02 7.927e-10 1.500e-10 8.163e-03 9.396e-11 2.037e-10 9.657e-01 4.922e-11 6.326e-03 6.814e-03 9.475e-11 +89 TP 11 1.804e-08 2.021e-03 2.009e-01 3.138e-09 2.644e-02 2.472e-02 3.434e-09 1.431e-09 2.153e-05 9.358e-02 6.055e-01 2.538e-09 4.673e-02 4.378e-09 +89 TP 12 2.414e-02 4.186e-01 1.813e-02 1.233e-01 6.254e-09 2.157e-01 8.995e-02 3.752e-09 2.838e-09 9.860e-09 2.893e-09 8.984e-03 1.012e-01 2.232e-09 +89 TP 13 2.217e-01 1.316e-02 3.481e-09 3.826e-09 9.517e-09 3.794e-02 1.241e-01 3.726e-09 2.650e-09 1.010e-01 1.069e-09 4.857e-03 4.973e-01 1.034e-09 +89 TP 14 1.101e-08 9.335e-04 2.360e-02 9.194e-02 1.946e-03 1.900e-09 2.704e-10 6.251e-10 1.025e-09 8.693e-07 1.598e-01 2.112e-10 4.420e-03 7.174e-01 +90 IP 1 8.134e-10 +90 IP 2 2.001e-09 +90 IP 3 3.351e-01 +90 IP 4 7.641e-10 +90 IP 5 7.642e-10 +90 IP 6 6.649e-01 +90 IP 7 8.996e-10 +90 IP 8 7.635e-10 +90 IP 9 7.035e-09 +90 IP 10 1.201e-09 +90 IP 11 7.634e-10 +90 IP 12 1.152e-09 +90 EP 1 8.718e-01 3.673e-02 6.493e-02 2.656e-02 +90 EP 2 8.717e-01 1.283e-01 6.650e-11 9.135e-11 +90 EP 3 9.237e-01 7.270e-02 1.283e-03 2.278e-03 +90 EP 4 1.266e-02 9.308e-04 9.864e-01 2.130e-10 +90 EP 5 1.696e-02 1.229e-09 1.280e-10 9.830e-01 +90 EP 6 1.000e+00 3.484e-11 1.086e-10 2.871e-10 +90 EP 7 8.940e-01 3.516e-02 4.519e-02 2.568e-02 +90 EP 8 1.975e-03 2.106e-04 1.037e-10 9.978e-01 +90 EP 9 9.958e-01 2.321e-03 8.291e-04 1.063e-03 +90 EP 10 6.306e-01 1.510e-06 3.694e-01 6.629e-11 +90 EP 11 6.802e-09 6.921e-09 1.000e+00 1.460e-10 +90 EP 12 6.257e-01 5.185e-03 3.883e-11 3.692e-01 +90 TP 1 6.433e-01 2.926e-09 4.879e-09 1.239e-03 1.863e-09 2.842e-09 4.867e-09 1.416e-09 3.045e-09 2.236e-09 3.554e-01 2.134e-09 +90 TP 2 1.928e-10 7.360e-01 1.529e-10 4.716e-10 1.258e-10 9.388e-02 1.545e-10 1.900e-03 1.263e-04 7.123e-02 1.119e-03 9.579e-02 +90 TP 3 2.779e-03 1.200e-09 9.934e-01 6.574e-04 7.938e-04 8.927e-10 1.103e-03 8.743e-04 2.068e-10 1.851e-09 6.838e-10 4.302e-04 +90 TP 4 2.806e-09 7.907e-05 1.614e-06 7.181e-01 1.993e-10 1.505e-08 2.714e-01 2.785e-10 1.043e-02 1.947e-08 1.994e-09 7.745e-10 +90 TP 5 1.711e-01 3.710e-02 9.432e-03 1.674e-10 7.447e-01 4.263e-07 8.697e-10 1.054e-09 1.169e-02 4.224e-10 2.604e-02 8.887e-09 +90 TP 6 8.933e-11 3.479e-02 7.130e-11 4.470e-04 3.727e-07 9.379e-01 4.689e-11 2.200e-07 4.999e-03 7.580e-03 1.757e-09 1.424e-02 +90 TP 7 2.968e-03 6.125e-09 9.206e-03 2.992e-03 8.505e-10 6.832e-09 6.572e-01 3.276e-01 2.892e-08 4.432e-09 4.271e-09 2.293e-09 +90 TP 8 7.163e-10 6.427e-09 1.082e-02 1.038e-10 2.202e-09 1.010e-02 1.179e-06 7.231e-01 5.776e-04 2.577e-10 1.910e-10 2.554e-01 +90 TP 9 1.205e-09 1.837e-03 2.527e-11 5.015e-10 4.289e-04 7.163e-03 9.892e-11 3.516e-04 9.863e-01 2.562e-03 2.059e-04 1.122e-03 +90 TP 10 6.188e-10 3.511e-01 4.435e-10 4.551e-02 9.519e-11 1.055e-01 5.217e-10 1.183e-10 5.432e-03 4.821e-01 1.043e-02 3.887e-10 +90 TP 11 4.039e-03 3.501e-09 1.333e-02 1.137e-07 1.231e-10 3.378e-02 2.009e-09 1.517e-10 2.174e-06 2.517e-01 6.972e-01 4.211e-10 +90 TP 12 2.134e-10 2.943e-01 4.849e-04 5.141e-11 3.986e-02 1.016e-01 3.148e-10 1.664e-02 7.097e-06 1.532e-10 7.490e-11 5.470e-01 +91 IP 1 8.361e-10 +91 IP 2 4.302e-09 +91 IP 3 9.317e-10 +91 IP 4 9.627e-10 +91 IP 5 9.978e-01 +91 IP 6 9.597e-10 +91 IP 7 5.580e-07 +91 IP 8 9.342e-10 +91 IP 9 9.048e-10 +91 IP 10 2.676e-09 +91 IP 11 9.633e-10 +91 IP 12 1.589e-09 +91 IP 13 8.580e-10 +91 IP 14 2.179e-03 +91 IP 15 9.649e-10 +91 IP 16 8.361e-10 +91 IP 17 4.024e-09 +91 IP 18 8.366e-10 +91 IP 19 9.925e-10 +91 IP 20 9.266e-10 +91 IP 21 1.664e-09 +91 IP 22 8.372e-10 +91 EP 1 4.400e-08 1.000e+00 4.391e-08 6.643e-08 +91 EP 2 8.818e-01 8.346e-02 2.781e-10 3.469e-02 +91 EP 3 9.998e-01 9.656e-07 2.227e-04 1.443e-06 +91 EP 4 9.999e-01 1.035e-06 7.242e-05 2.657e-05 +91 EP 5 1.000e+00 4.354e-09 2.805e-09 1.550e-07 +91 EP 6 9.997e-01 9.593e-07 1.942e-04 5.781e-05 +91 EP 7 9.999e-01 3.156e-05 6.875e-08 3.433e-05 +91 EP 8 1.299e-01 8.701e-01 3.993e-09 6.884e-09 +91 EP 9 7.027e-01 1.122e-02 6.748e-11 2.861e-01 +91 EP 10 7.854e-01 1.144e-01 4.591e-10 1.003e-01 +91 EP 11 9.991e-01 8.231e-07 8.553e-04 6.907e-06 +91 EP 12 6.949e-01 2.849e-02 2.766e-01 1.015e-10 +91 EP 13 2.966e-02 3.427e-02 3.127e-10 9.361e-01 +91 EP 14 1.000e+00 5.554e-06 8.492e-09 9.307e-09 +91 EP 15 1.000e+00 7.215e-07 2.512e-05 3.079e-06 +91 EP 16 3.239e-08 3.013e-10 8.415e-11 1.000e+00 +91 EP 17 1.000e+00 4.360e-07 9.094e-11 9.036e-11 +91 EP 18 6.396e-04 9.994e-01 5.154e-09 7.154e-09 +91 EP 19 3.067e-01 3.973e-03 6.893e-01 1.827e-10 +91 EP 20 9.319e-01 2.692e-06 2.280e-02 4.531e-02 +91 EP 21 8.811e-01 1.680e-02 5.771e-08 1.021e-01 +91 EP 22 2.087e-02 3.702e-04 9.788e-01 1.009e-10 +91 TP 1 6.066e-08 4.301e-08 1.474e-08 1.495e-08 3.702e-08 1.489e-08 3.711e-08 2.428e-08 5.406e-08 3.486e-08 1.497e-08 3.343e-08 3.202e-08 3.763e-08 1.495e-08 5.412e-05 4.472e-08 2.454e-08 3.142e-08 9.999e-01 3.795e-08 2.096e-08 +91 TP 2 2.910e-10 5.138e-03 4.040e-10 4.822e-10 1.245e-05 8.671e-10 2.769e-05 1.428e-06 2.101e-04 2.732e-02 3.385e-10 2.798e-03 1.398e-03 1.104e-04 7.787e-10 3.038e-08 9.308e-01 3.217e-02 7.727e-10 1.429e-09 1.983e-07 9.808e-10 +91 TP 3 1.202e-06 2.756e-05 5.268e-02 1.084e-01 1.301e-01 5.515e-02 2.108e-02 1.307e-06 1.841e-02 6.302e-06 1.054e-01 7.953e-02 1.676e-03 2.519e-01 9.652e-02 3.712e-02 2.111e-03 1.294e-06 9.720e-03 1.478e-06 1.346e-06 3.026e-02 +91 TP 4 1.193e-06 1.545e-05 9.198e-03 3.997e-02 6.102e-02 1.367e-01 2.215e-01 1.278e-06 7.362e-03 4.790e-06 1.750e-02 1.820e-02 1.620e-03 4.240e-01 3.877e-02 1.173e-02 2.175e-03 1.267e-06 8.301e-03 1.431e-06 1.310e-06 1.913e-03 +91 TP 5 6.975e-11 1.015e-05 1.492e-07 4.056e-07 1.828e-01 6.460e-07 5.822e-02 7.081e-10 2.321e-08 1.336e-05 2.706e-08 4.859e-08 3.338e-08 7.573e-01 6.544e-07 8.952e-10 1.638e-03 3.364e-10 2.010e-09 4.377e-10 5.490e-10 1.012e-09 +91 TP 6 1.218e-06 3.965e-05 1.603e-02 2.809e-02 1.247e-01 1.194e-01 9.112e-03 1.296e-06 3.416e-03 1.566e-06 1.101e-01 1.286e-02 2.496e-04 4.643e-01 1.037e-01 2.070e-04 6.214e-04 1.286e-06 3.128e-03 1.429e-06 1.325e-06 4.061e-03 +91 TP 7 5.619e-11 8.881e-05 4.733e-06 6.030e-06 1.192e-01 1.733e-07 7.504e-02 2.521e-03 6.155e-05 4.498e-03 1.211e-06 1.997e-04 7.450e-03 7.659e-01 2.399e-06 3.333e-05 2.497e-02 1.028e-09 3.727e-05 6.332e-10 6.488e-10 8.148e-09 +91 TP 8 1.311e-10 1.855e-01 5.442e-11 5.581e-11 2.353e-03 5.550e-11 1.815e-04 2.458e-02 5.328e-02 2.391e-03 5.597e-11 5.033e-02 2.365e-03 4.617e-02 5.582e-11 2.449e-09 5.373e-01 9.398e-02 5.147e-05 1.499e-09 2.047e-09 1.535e-03 +91 TP 9 1.651e-10 4.590e-03 7.135e-09 9.708e-09 2.403e-04 4.993e-09 3.592e-04 1.062e-08 4.788e-01 4.328e-02 2.702e-08 1.066e-09 3.246e-01 1.258e-03 2.841e-08 1.448e-01 2.077e-03 7.533e-06 2.489e-10 6.820e-10 6.626e-09 2.296e-10 +91 TP 10 2.027e-10 9.364e-02 2.440e-09 1.967e-09 1.493e-02 3.441e-09 5.661e-03 3.437e-07 1.444e-02 1.903e-02 1.453e-09 3.037e-09 9.225e-02 5.947e-01 2.063e-09 1.272e-05 1.653e-01 6.792e-06 7.621e-10 1.364e-09 2.405e-09 7.142e-10 +91 TP 11 1.005e-06 3.334e-05 1.086e-01 9.866e-02 9.696e-02 5.092e-02 8.608e-02 1.080e-06 5.202e-03 2.519e-06 4.267e-02 3.773e-02 5.519e-06 3.902e-01 6.649e-02 7.623e-03 2.386e-03 1.070e-06 2.010e-03 1.156e-06 1.108e-06 4.434e-03 +91 TP 12 1.223e-10 1.231e-08 3.531e-07 5.546e-07 2.464e-04 5.930e-07 1.360e-03 1.203e-09 7.379e-10 9.061e-10 2.844e-07 4.335e-01 1.244e-10 7.293e-02 7.765e-07 1.354e-10 3.598e-01 2.565e-02 4.458e-02 1.574e-09 4.364e-10 6.188e-02 +91 TP 13 4.284e-09 3.857e-01 7.857e-07 6.399e-07 1.376e-03 1.353e-07 5.850e-04 2.591e-09 5.182e-02 1.027e-01 3.756e-07 6.757e-10 1.003e-02 4.283e-02 9.966e-07 6.807e-02 3.356e-01 1.338e-03 1.916e-10 9.877e-10 1.171e-06 1.765e-10 +91 TP 14 4.618e-12 2.950e-05 7.619e-07 3.661e-07 3.678e-02 6.368e-07 6.896e-02 1.483e-03 1.420e-05 1.396e-02 9.839e-07 3.868e-04 5.579e-04 8.252e-01 1.033e-06 8.524e-06 5.264e-02 3.702e-09 1.082e-05 5.291e-11 5.431e-11 6.491e-10 +91 TP 15 9.244e-07 1.701e-05 8.860e-02 1.957e-02 1.460e-01 2.923e-02 2.658e-01 9.985e-07 7.316e-04 1.716e-06 1.006e-01 1.142e-02 7.179e-05 2.313e-01 1.001e-01 1.722e-03 2.879e-03 9.892e-07 1.415e-03 1.041e-06 1.026e-06 6.153e-04 +91 TP 16 1.323e-10 8.416e-03 1.975e-09 1.733e-09 1.335e-06 6.332e-10 1.897e-05 1.087e-09 3.071e-02 5.275e-03 2.164e-09 7.267e-10 1.676e-02 7.887e-05 3.088e-09 7.244e-01 1.750e-02 1.978e-03 1.383e-10 5.939e-10 1.846e-01 1.026e-02 +91 TP 17 1.660e-11 8.455e-04 2.358e-08 1.568e-08 3.085e-03 5.376e-09 7.873e-03 9.875e-02 4.359e-02 1.505e-02 1.349e-08 9.087e-02 7.556e-03 1.233e-01 1.838e-08 9.084e-06 6.082e-01 5.978e-06 7.039e-04 6.594e-10 1.483e-10 9.526e-05 +91 TP 18 5.186e-10 5.747e-04 3.329e-10 3.430e-10 1.233e-03 3.622e-10 1.717e-04 2.024e-09 1.918e-09 3.615e-09 3.652e-10 2.013e-09 6.225e-10 2.343e-01 3.534e-10 5.868e-10 7.637e-01 5.164e-09 8.320e-10 4.634e-09 2.565e-09 5.766e-10 +91 TP 19 6.495e-10 9.141e-09 1.233e-06 6.943e-07 5.603e-06 9.686e-08 2.048e-04 1.248e-09 5.046e-04 1.157e-09 1.464e-06 1.465e-02 2.080e-10 7.695e-02 9.146e-07 3.444e-10 3.250e-01 1.769e-02 3.697e-01 1.949e-01 9.844e-10 4.255e-04 +91 TP 20 2.172e-02 5.869e-09 1.241e-09 5.022e-09 6.650e-09 1.758e-09 1.294e-07 3.471e-09 1.018e-01 3.409e-09 4.014e-09 3.251e-03 1.830e-09 4.220e-08 2.969e-09 3.733e-01 8.921e-04 5.048e-09 1.487e-03 4.975e-01 2.595e-09 8.790e-06 +91 TP 21 3.078e-10 1.017e-04 5.119e-06 5.895e-06 8.241e-07 7.135e-06 2.675e-06 1.461e-02 1.107e-03 4.723e-03 5.647e-07 5.642e-02 2.180e-02 3.059e-06 3.975e-06 1.724e-03 1.973e-01 7.969e-03 6.473e-10 3.695e-09 5.512e-01 1.430e-01 +91 TP 22 2.172e-10 1.932e-09 1.256e-10 1.297e-10 3.231e-09 1.176e-10 2.698e-09 5.053e-10 3.566e-06 5.337e-10 1.505e-10 2.886e-04 1.139e-10 2.466e-07 1.554e-10 1.279e-10 6.920e-07 3.471e-07 3.159e-01 1.219e-04 7.647e-10 6.837e-01 +92 IP 1 5.078e-02 +92 IP 2 6.896e-09 +92 IP 3 9.492e-01 +92 IP 4 9.418e-10 +92 IP 5 1.623e-09 +92 IP 6 9.107e-10 +92 IP 7 6.231e-09 +92 IP 8 1.985e-09 +92 IP 9 1.012e-09 +92 IP 10 3.585e-09 +92 IP 11 9.110e-10 +92 IP 12 1.946e-09 +92 IP 13 8.701e-09 +92 EP 1 1.000e+00 1.275e-05 7.423e-09 7.251e-09 +92 EP 2 9.998e-01 1.567e-04 1.576e-07 2.516e-07 +92 EP 3 9.988e-01 6.681e-04 4.667e-05 5.052e-04 +92 EP 4 8.591e-01 1.804e-02 5.450e-02 6.840e-02 +92 EP 5 6.121e-01 1.696e-02 5.148e-11 3.709e-01 +92 EP 6 1.997e-09 2.955e-10 7.288e-11 1.000e+00 +92 EP 7 9.227e-01 7.735e-02 5.773e-11 7.806e-11 +92 EP 8 6.676e-01 1.775e-02 3.147e-01 7.311e-11 +92 EP 9 8.818e-01 3.096e-02 3.425e-02 5.295e-02 +92 EP 10 7.166e-01 2.834e-01 6.585e-07 8.857e-07 +92 EP 11 1.741e-03 1.495e-09 9.983e-01 9.886e-11 +92 EP 12 5.588e-01 4.412e-01 6.202e-10 7.536e-10 +92 EP 13 9.992e-01 8.384e-04 2.012e-07 1.045e-05 +92 TP 1 1.984e-01 5.839e-02 1.010e-04 4.421e-06 1.919e-03 1.057e-04 5.058e-02 7.762e-08 3.381e-06 2.284e-01 1.811e-04 4.421e-03 4.575e-01 +92 TP 2 1.021e-01 7.397e-02 2.769e-04 1.083e-07 3.056e-04 9.511e-05 2.066e-02 4.946e-08 2.078e-06 3.040e-01 1.030e-04 4.858e-03 4.937e-01 +92 TP 3 4.346e-12 3.521e-12 9.643e-01 1.929e-11 4.266e-03 3.083e-04 2.653e-02 4.623e-03 3.924e-11 4.214e-12 8.023e-06 5.266e-07 4.747e-12 +92 TP 4 5.811e-06 2.411e-07 5.401e-09 6.127e-01 2.953e-09 1.725e-09 4.478e-09 1.021e-08 1.987e-09 1.873e-09 3.873e-01 5.287e-09 1.945e-06 +92 TP 5 8.154e-10 4.227e-10 1.181e-01 3.303e-10 4.937e-01 7.395e-02 3.020e-01 2.254e-10 2.925e-10 2.990e-06 1.079e-10 1.234e-02 2.953e-09 +92 TP 6 6.589e-06 3.161e-06 2.292e-02 8.205e-02 1.369e-01 7.189e-01 2.821e-02 3.383e-10 4.631e-10 9.199e-07 9.034e-03 1.977e-03 1.024e-05 +92 TP 7 1.919e-08 6.693e-09 5.407e-02 8.460e-11 1.050e-01 9.860e-10 6.612e-01 8.733e-02 1.268e-10 8.604e-11 5.618e-09 9.239e-02 3.675e-08 +92 TP 8 7.373e-11 6.270e-11 1.382e-01 2.298e-10 5.493e-10 1.803e-10 3.583e-01 4.250e-01 3.166e-09 7.433e-11 7.081e-02 7.714e-03 7.821e-11 +92 TP 9 6.208e-10 5.394e-10 5.810e-09 1.418e-09 6.198e-09 3.311e-01 4.153e-09 2.611e-09 6.689e-01 5.517e-10 1.740e-09 4.850e-09 6.566e-10 +92 TP 10 4.199e-01 2.137e-01 7.263e-05 5.594e-09 1.772e-05 7.433e-05 9.239e-05 1.720e-08 4.362e-07 3.157e-01 1.647e-05 2.797e-04 5.013e-02 +92 TP 11 3.771e-05 4.287e-06 2.087e-02 4.168e-10 3.758e-10 1.271e-10 1.280e-08 2.059e-01 9.068e-02 4.835e-06 6.825e-01 2.066e-08 2.142e-06 +92 TP 12 3.581e-07 7.708e-08 2.941e-01 7.709e-10 5.359e-05 8.707e-10 4.805e-01 7.192e-05 9.358e-10 3.822e-10 3.765e-03 2.216e-01 4.050e-08 +92 TP 13 7.288e-02 2.860e-03 4.854e-06 6.342e-05 6.192e-03 2.798e-04 8.248e-02 2.345e-08 3.955e-06 3.111e-01 3.914e-05 1.174e-02 5.123e-01 +93 IP 1 3.123e-09 +93 IP 2 1.076e-09 +93 IP 3 1.082e-09 +93 IP 4 1.081e-09 +93 IP 5 5.282e-01 +93 IP 6 1.077e-09 +93 IP 7 4.718e-01 +93 IP 8 1.073e-09 +93 IP 9 2.067e-09 +93 IP 10 1.833e-09 +93 IP 11 1.909e-09 +93 IP 12 1.081e-09 +93 EP 1 9.838e-01 1.621e-02 1.057e-10 4.111e-10 +93 EP 2 3.548e-03 9.965e-01 1.583e-09 3.308e-09 +93 EP 3 4.935e-01 4.910e-03 5.533e-10 5.015e-01 +93 EP 4 7.811e-03 9.135e-01 3.474e-02 4.398e-02 +93 EP 5 9.992e-01 1.080e-06 3.905e-04 4.161e-04 +93 EP 6 5.546e-03 1.472e-01 2.382e-10 8.473e-01 +93 EP 7 9.997e-01 2.500e-07 3.069e-05 3.072e-04 +93 EP 8 3.605e-06 1.270e-09 1.021e-10 1.000e+00 +93 EP 9 1.000e+00 2.705e-07 1.791e-09 2.787e-10 +93 EP 10 6.712e-01 6.856e-02 2.602e-01 1.104e-10 +93 EP 11 9.086e-01 2.199e-02 4.460e-10 6.944e-02 +93 EP 12 4.210e-02 1.498e-09 9.579e-01 1.014e-10 +93 TP 1 7.032e-01 6.872e-02 3.626e-08 2.439e-10 2.431e-02 8.100e-02 4.478e-10 4.822e-10 3.525e-02 8.751e-02 5.850e-10 1.064e-09 +93 TP 2 3.812e-01 1.240e-01 1.132e-02 6.000e-04 2.760e-01 1.453e-02 2.339e-09 1.541e-09 1.923e-01 7.238e-08 3.632e-09 1.190e-09 +93 TP 3 5.929e-08 1.344e-09 4.573e-01 5.611e-10 5.774e-09 2.143e-01 9.082e-08 3.284e-01 5.068e-09 7.367e-10 2.089e-09 2.894e-10 +93 TP 4 3.009e-09 1.656e-09 3.050e-03 5.976e-02 5.161e-06 4.904e-04 9.362e-01 1.024e-09 2.892e-09 1.005e-09 2.142e-09 4.599e-04 +93 TP 5 1.293e-03 3.835e-03 1.416e-04 8.524e-11 9.760e-01 4.344e-03 1.115e-05 8.083e-11 7.422e-03 6.816e-03 6.611e-11 1.409e-04 +93 TP 6 4.977e-01 4.794e-06 2.825e-02 3.891e-10 3.143e-01 1.545e-01 1.911e-09 5.310e-03 4.789e-09 4.092e-10 3.148e-09 1.428e-10 +93 TP 7 1.523e-08 2.326e-10 1.515e-03 5.466e-02 2.018e-04 6.856e-10 9.404e-01 2.123e-07 1.431e-03 6.309e-10 9.694e-10 1.834e-03 +93 TP 8 2.991e-08 8.867e-10 8.548e-03 4.921e-10 1.946e-08 1.473e-06 7.667e-03 7.273e-01 5.799e-09 5.610e-10 2.432e-01 1.335e-02 +93 TP 9 5.024e-02 7.230e-02 1.777e-01 4.607e-10 1.143e-01 1.319e-09 3.216e-09 4.297e-05 4.168e-01 1.386e-01 1.002e-09 2.996e-02 +93 TP 10 1.784e-01 4.599e-03 2.637e-08 6.901e-10 1.765e-01 3.054e-10 6.048e-10 1.035e-04 6.485e-02 5.258e-01 7.302e-10 4.987e-02 +93 TP 11 3.320e-08 2.736e-02 3.163e-09 7.337e-04 1.134e-01 3.702e-02 2.722e-03 2.789e-09 6.739e-02 6.014e-09 6.090e-01 1.424e-01 +93 TP 12 2.152e-09 3.840e-03 1.225e-02 8.036e-04 2.354e-02 1.643e-10 1.268e-02 2.773e-10 2.040e-01 3.349e-02 7.112e-10 7.093e-01 +94 IP 1 1.138e-09 +94 IP 2 2.626e-09 +94 IP 3 3.777e-09 +94 IP 4 3.109e-09 +94 IP 5 2.624e-09 +94 IP 6 9.098e-01 +94 IP 7 2.722e-09 +94 IP 8 1.042e-09 +94 IP 9 1.488e-09 +94 IP 10 1.057e-09 +94 IP 11 9.022e-02 +94 IP 12 1.116e-09 +94 IP 13 3.598e-09 +94 IP 14 5.603e-09 +94 IP 15 3.105e-09 +94 IP 16 1.043e-09 +94 EP 1 4.579e-01 1.227e-03 3.621e-10 5.408e-01 +94 EP 2 6.634e-01 2.303e-03 3.343e-01 1.181e-10 +94 EP 3 1.000e+00 3.611e-05 8.826e-08 5.065e-08 +94 EP 4 7.095e-01 1.111e-02 7.215e-11 2.794e-01 +94 EP 5 9.979e-01 8.035e-04 1.278e-03 9.519e-09 +94 EP 6 9.987e-01 8.187e-05 5.665e-04 6.440e-04 +94 EP 7 9.969e-01 3.102e-03 2.777e-07 2.355e-09 +94 EP 8 4.401e-03 1.123e-09 9.956e-01 1.343e-10 +94 EP 9 7.077e-01 2.917e-01 5.832e-04 8.963e-08 +94 EP 10 6.877e-02 9.275e-01 3.700e-03 6.578e-07 +94 EP 11 1.000e+00 4.548e-09 2.749e-09 2.755e-09 +94 EP 12 8.544e-01 1.798e-02 5.777e-02 6.984e-02 +94 EP 13 9.933e-01 1.990e-04 6.418e-05 6.432e-03 +94 EP 14 8.591e-01 1.409e-01 1.045e-10 1.463e-10 +94 EP 15 8.501e-01 1.885e-02 1.311e-01 6.477e-10 +94 EP 16 8.149e-03 3.248e-10 1.034e-10 9.919e-01 +94 TP 1 3.360e-01 1.030e-09 1.303e-06 1.210e-01 9.571e-09 9.969e-09 1.455e-08 4.892e-10 7.637e-10 2.876e-10 4.996e-06 1.080e-09 8.160e-06 7.948e-09 1.881e-09 5.430e-01 +94 TP 2 5.768e-10 4.651e-01 9.263e-11 3.305e-09 7.622e-11 1.023e-01 8.796e-11 6.466e-02 1.428e-10 6.599e-11 1.230e-09 3.223e-10 9.366e-11 3.677e-01 2.558e-04 2.077e-10 +94 TP 3 9.196e-03 1.720e-02 4.575e-01 7.742e-05 1.576e-01 4.158e-09 1.436e-01 4.203e-07 1.504e-01 1.208e-03 6.497e-03 7.553e-07 5.671e-02 1.081e-08 2.648e-09 2.049e-09 +94 TP 4 4.932e-09 4.489e-10 2.806e-10 5.606e-01 1.839e-10 1.085e-01 2.482e-10 1.716e-10 1.812e-10 1.012e-10 3.879e-06 4.919e-10 2.745e-10 3.143e-01 4.363e-10 1.670e-02 +94 TP 5 3.890e-04 8.557e-03 2.950e-02 8.040e-05 2.001e-02 1.507e-08 3.105e-01 9.276e-06 3.493e-01 3.943e-03 1.845e-01 1.188e-05 9.326e-02 3.706e-08 9.611e-09 6.923e-09 +94 TP 6 7.416e-04 3.653e-03 2.845e-12 5.281e-03 2.387e-12 9.744e-01 2.822e-12 2.803e-04 2.920e-12 3.303e-12 2.547e-12 1.492e-11 2.523e-12 1.561e-02 4.181e-11 6.861e-11 +94 TP 7 2.587e-04 8.507e-03 4.792e-01 3.022e-04 1.183e-01 1.238e-08 7.277e-03 2.620e-02 2.160e-01 3.255e-02 5.358e-02 6.981e-07 5.781e-02 2.642e-08 7.457e-09 4.963e-09 +94 TP 8 4.435e-10 6.227e-02 5.692e-09 2.086e-09 4.188e-10 9.387e-08 4.697e-10 6.989e-01 1.959e-09 1.674e-05 2.379e-06 6.105e-10 3.620e-10 1.132e-08 2.388e-01 1.663e-10 +94 TP 9 9.773e-09 1.892e-06 2.195e-01 1.237e-02 5.611e-02 1.624e-08 2.548e-01 5.229e-03 1.697e-01 3.656e-02 1.401e-01 2.181e-08 1.058e-01 1.945e-08 7.005e-09 3.700e-09 +94 TP 10 3.818e-08 9.343e-08 1.756e-01 6.981e-04 1.206e-01 7.413e-07 3.421e-01 4.909e-08 6.350e-03 1.165e-06 2.698e-01 4.049e-08 8.484e-02 1.585e-07 8.848e-08 3.199e-08 +94 TP 11 6.822e-09 6.391e-05 4.733e-01 2.753e-07 1.110e-01 3.431e-03 3.722e-02 6.485e-06 2.016e-03 3.145e-07 2.741e-01 1.146e-08 9.888e-02 2.055e-06 1.813e-08 4.805e-09 +94 TP 12 3.261e-09 1.356e-08 9.547e-10 3.227e-09 7.697e-10 5.436e-09 9.529e-10 3.728e-01 9.425e-10 1.553e-04 7.302e-10 6.271e-01 9.746e-10 6.468e-09 3.216e-09 2.673e-09 +94 TP 13 1.683e-03 1.313e-05 4.658e-01 3.003e-04 3.710e-02 1.672e-08 1.076e-01 1.180e-08 1.132e-01 1.767e-03 4.460e-02 2.254e-07 2.279e-01 4.357e-08 1.129e-08 8.106e-09 +94 TP 14 1.324e-02 7.370e-02 3.583e-11 8.893e-02 2.791e-11 1.089e-01 3.431e-11 8.533e-04 3.889e-11 5.408e-11 6.571e-08 1.087e-10 3.394e-11 7.143e-01 3.656e-10 5.911e-10 +94 TP 15 1.877e-01 9.766e-09 1.028e-03 4.555e-09 7.774e-04 1.232e-01 3.452e-04 5.854e-09 7.089e-10 3.198e-10 1.500e-04 2.163e-09 1.193e-04 1.848e-01 5.019e-01 2.094e-09 +94 TP 16 3.171e-09 5.631e-10 2.973e-05 1.284e-01 4.587e-05 1.720e-02 1.898e-04 1.054e-02 6.167e-06 4.014e-05 8.618e-05 8.334e-02 1.019e-05 4.809e-02 5.424e-10 7.120e-01 +95 IP 1 3.917e-01 +95 IP 2 3.669e-09 +95 IP 3 2.704e-09 +95 IP 4 2.380e-09 +95 IP 5 3.425e-09 +95 IP 6 1.243e-09 +95 IP 7 6.083e-01 +95 IP 8 1.520e-09 +95 IP 9 1.244e-09 +95 EP 1 9.594e-01 3.728e-02 1.571e-03 1.710e-03 +95 EP 2 9.643e-01 3.571e-02 3.449e-10 3.445e-10 +95 EP 3 8.463e-01 2.415e-02 4.142e-10 1.295e-01 +95 EP 4 7.005e-01 6.022e-02 9.667e-11 2.393e-01 +95 EP 5 7.868e-01 1.844e-01 2.881e-02 3.825e-10 +95 EP 6 5.261e-02 5.668e-10 9.474e-01 1.681e-10 +95 EP 7 9.986e-01 9.179e-11 7.732e-04 5.957e-04 +95 EP 8 2.973e-01 9.767e-03 6.929e-01 8.679e-10 +95 EP 9 2.768e-02 4.122e-10 1.180e-10 9.723e-01 +95 TP 1 9.970e-01 4.176e-08 1.989e-10 6.954e-10 6.989e-04 1.284e-03 5.447e-08 4.698e-10 1.053e-03 +95 TP 2 3.347e-10 4.849e-01 7.142e-10 1.222e-01 1.854e-01 6.702e-03 5.642e-02 8.567e-02 5.870e-02 +95 TP 3 1.244e-02 4.935e-04 5.763e-01 9.432e-03 1.912e-01 9.531e-02 9.972e-02 1.418e-09 1.510e-02 +95 TP 4 4.977e-10 1.849e-01 9.412e-10 6.542e-01 2.073e-07 1.324e-10 1.487e-01 1.934e-10 1.223e-02 +95 TP 5 2.829e-10 1.782e-01 7.680e-10 1.195e-02 6.156e-01 1.224e-02 1.816e-01 4.522e-04 4.041e-10 +95 TP 6 1.505e-02 8.440e-09 1.284e-09 2.335e-07 4.876e-09 7.061e-01 2.248e-09 2.788e-01 1.218e-09 +95 TP 7 2.557e-11 5.084e-05 4.870e-11 7.208e-03 1.131e-02 4.838e-04 9.787e-01 1.786e-03 4.343e-04 +95 TP 8 1.009e-09 5.536e-01 1.179e-09 9.050e-08 1.785e-05 1.267e-06 9.616e-02 3.423e-01 7.923e-03 +95 TP 9 2.936e-09 5.982e-09 2.664e-01 5.010e-03 3.554e-09 8.530e-03 1.599e-08 2.639e-10 7.200e-01 +96 IP 1 5.436e-09 +96 IP 2 2.601e-01 +96 IP 3 1.827e-09 +96 IP 4 7.399e-01 +96 IP 5 4.585e-09 +96 IP 6 3.099e-09 +96 IP 7 1.811e-09 +96 EP 1 8.750e-01 1.250e-01 3.441e-10 3.514e-10 +96 EP 2 9.681e-01 2.993e-02 9.590e-04 1.027e-03 +96 EP 3 5.338e-02 4.325e-06 9.466e-01 1.626e-10 +96 EP 4 9.985e-01 4.904e-04 5.376e-04 4.441e-04 +96 EP 5 8.296e-01 1.710e-02 1.533e-01 1.794e-10 +96 EP 6 6.690e-01 7.623e-03 1.138e-10 3.234e-01 +96 EP 7 1.860e-02 5.556e-04 1.283e-10 9.808e-01 +96 TP 1 6.777e-01 7.743e-04 3.154e-02 1.115e-01 8.489e-02 9.043e-02 3.165e-03 +96 TP 2 1.185e-03 9.974e-01 5.921e-04 1.815e-05 3.416e-06 2.484e-09 7.947e-04 +96 TP 3 2.335e-03 1.060e-06 6.910e-01 2.655e-09 3.066e-01 3.682e-08 2.104e-10 +96 TP 4 1.002e-02 5.578e-07 9.476e-10 9.830e-01 3.275e-03 3.706e-03 2.344e-09 +96 TP 5 2.263e-01 4.877e-04 7.937e-03 1.215e-01 5.874e-01 2.086e-02 3.556e-02 +96 TP 6 2.582e-01 6.809e-05 3.535e-06 1.356e-01 2.347e-09 5.593e-01 4.680e-02 +96 TP 7 1.679e-01 2.046e-03 1.900e-02 2.429e-09 1.088e-09 6.922e-02 7.418e-01 +97 IP 1 2.776e-09 +97 IP 2 3.342e-01 +97 IP 3 1.759e-08 +97 IP 4 1.742e-09 +97 IP 5 6.658e-01 +97 IP 6 1.753e-09 +97 IP 7 6.125e-09 +97 IP 8 4.004e-09 +97 IP 9 1.773e-09 +97 EP 1 6.591e-01 4.055e-02 1.225e-10 3.003e-01 +97 EP 2 9.994e-01 4.911e-04 1.221e-04 7.564e-06 +97 EP 3 9.157e-01 7.761e-02 2.740e-03 4.002e-03 +97 EP 4 2.737e-05 6.469e-01 3.531e-01 1.800e-09 +97 EP 5 9.985e-01 3.101e-04 5.247e-04 6.209e-04 +97 EP 6 2.995e-02 4.651e-10 1.992e-10 9.700e-01 +97 EP 7 9.667e-01 3.328e-02 2.526e-10 1.823e-10 +97 EP 8 9.016e-01 2.197e-02 7.639e-02 1.574e-09 +97 EP 9 7.731e-02 1.090e-03 9.216e-01 2.757e-10 +97 TP 1 6.170e-01 3.493e-08 8.857e-09 6.093e-10 6.968e-02 4.598e-02 2.674e-01 2.591e-06 4.399e-10 +97 TP 2 1.082e-04 7.799e-01 2.183e-01 2.141e-08 3.143e-09 1.163e-03 1.517e-05 1.535e-07 5.947e-04 +97 TP 3 7.598e-04 6.071e-01 3.897e-01 1.125e-03 8.729e-09 4.549e-04 8.237e-07 4.792e-07 8.901e-04 +97 TP 4 1.571e-09 4.474e-04 3.204e-03 9.687e-02 7.011e-04 4.262e-10 8.979e-01 8.759e-04 2.464e-09 +97 TP 5 1.455e-03 4.574e-09 3.639e-09 9.913e-06 9.851e-01 3.449e-04 1.309e-02 6.984e-06 2.102e-11 +97 TP 6 5.513e-02 5.956e-03 5.641e-08 5.953e-10 2.555e-08 7.185e-01 1.979e-01 1.443e-09 2.250e-02 +97 TP 7 8.582e-02 5.135e-06 5.787e-06 7.193e-02 1.590e-01 2.860e-05 6.517e-01 4.544e-04 3.109e-02 +97 TP 8 2.345e-02 2.109e-03 7.823e-03 4.531e-02 1.516e-01 9.056e-02 9.469e-02 5.799e-01 4.553e-03 +97 TP 9 8.498e-04 8.881e-07 1.667e-04 6.094e-05 4.241e-04 3.296e-10 6.377e-08 3.212e-01 6.773e-01 +98 IP 1 2.167e-09 +98 IP 2 8.941e-01 +98 IP 3 7.083e-06 +98 IP 4 2.170e-09 +98 IP 5 2.212e-09 +98 IP 6 1.059e-01 +98 IP 7 6.539e-09 +98 IP 8 2.243e-09 +98 EP 1 4.055e-03 1.550e-08 4.358e-01 5.602e-01 +98 EP 2 1.000e+00 1.048e-06 1.249e-09 1.617e-07 +98 EP 3 9.993e-01 7.087e-04 1.305e-09 1.084e-06 +98 EP 4 6.602e-03 9.934e-01 1.191e-08 1.238e-08 +98 EP 5 9.327e-02 1.336e-03 2.148e-10 9.054e-01 +98 EP 6 9.992e-01 8.124e-04 4.302e-11 4.825e-09 +98 EP 7 9.682e-01 3.184e-02 2.031e-10 2.818e-10 +98 EP 8 1.379e-01 1.085e-03 8.610e-01 2.863e-10 +98 TP 1 7.617e-10 5.100e-07 1.163e-06 6.132e-03 9.234e-10 2.904e-01 7.035e-01 5.714e-10 +98 TP 2 2.610e-08 2.127e-01 4.642e-01 3.991e-06 2.243e-09 2.857e-01 3.743e-02 1.648e-09 +98 TP 3 5.291e-06 2.826e-01 4.768e-01 3.046e-04 5.535e-09 2.189e-01 2.145e-02 2.325e-09 +98 TP 4 1.286e-02 1.039e-04 1.529e-04 1.116e-01 4.912e-09 1.797e-01 6.933e-01 2.235e-03 +98 TP 5 4.185e-10 9.872e-09 9.697e-09 5.794e-03 6.705e-01 5.409e-07 3.096e-01 1.411e-02 +98 TP 6 1.283e-03 8.137e-04 2.008e-03 6.097e-04 4.412e-09 9.855e-01 9.758e-03 2.250e-10 +98 TP 7 4.306e-02 2.806e-03 6.617e-04 3.539e-02 3.411e-02 1.543e-01 7.041e-01 2.556e-02 +98 TP 8 5.596e-10 9.922e-09 9.768e-09 6.356e-03 7.822e-03 2.303e-08 3.177e-01 6.681e-01 +99 IP 1 9.904e-01 +99 IP 2 2.621e-03 +99 IP 3 2.404e-08 +99 IP 4 3.014e-09 +99 IP 5 6.984e-03 +99 IP 6 2.983e-09 +99 EP 1 1.000e+00 2.127e-09 1.650e-05 6.604e-06 +99 EP 2 9.994e-01 4.590e-09 5.809e-04 1.056e-05 +99 EP 3 9.131e-01 5.720e-02 1.258e-02 1.714e-02 +99 EP 4 3.043e-01 1.603e-03 6.941e-01 4.803e-10 +99 EP 5 9.996e-01 2.805e-09 1.290e-04 2.214e-04 +99 EP 6 2.958e-01 1.176e-09 3.895e-10 7.042e-01 +99 TP 1 4.040e-01 2.251e-01 1.164e-02 4.376e-07 3.593e-01 1.060e-10 +99 TP 2 4.847e-01 2.130e-01 6.995e-03 3.876e-07 2.953e-01 2.128e-10 +99 TP 3 6.307e-02 3.157e-02 7.586e-01 1.905e-02 1.027e-01 2.498e-02 +99 TP 4 6.468e-04 1.195e-04 3.471e-01 6.419e-01 1.330e-04 1.010e-02 +99 TP 5 4.389e-01 2.187e-01 1.278e-02 3.617e-07 3.296e-01 1.417e-10 +99 TP 6 2.170e-04 6.496e-06 3.355e-01 1.648e-02 1.266e-04 6.477e-01 diff --git a/mess/data/models/pbsim3/ERRHMM-ONT.model b/mess/data/models/pbsim3/ERRHMM-ONT.model new file mode 100644 index 0000000..7431923 --- /dev/null +++ b/mess/data/models/pbsim3/ERRHMM-ONT.model @@ -0,0 +1,843 @@ +67 IP 1 7.987e-10 +67 IP 2 8.801e-03 +67 IP 3 7.988e-10 +67 IP 4 7.987e-10 +67 IP 5 7.987e-10 +67 IP 6 7.987e-10 +67 IP 7 7.987e-10 +67 IP 8 1.602e-09 +67 IP 9 7.987e-10 +67 IP 10 9.912e-01 +67 IP 11 7.987e-10 +67 IP 12 7.987e-10 +67 IP 13 8.569e-10 +67 IP 14 7.987e-10 +67 IP 15 8.008e-10 +67 IP 16 7.987e-10 +67 EP 1 3.281e-08 4.780e-07 1.000e+00 1.301e-09 +67 EP 2 1.000e+00 7.837e-07 3.823e-10 4.523e-10 +67 EP 3 8.378e-01 4.161e-02 4.137e-08 1.206e-01 +67 EP 4 2.658e-03 9.973e-01 7.716e-06 1.615e-08 +67 EP 5 1.458e-09 2.554e-06 1.000e+00 1.903e-10 +67 EP 6 7.631e-08 1.000e+00 6.499e-09 7.007e-08 +67 EP 7 4.295e-04 9.996e-01 1.749e-09 1.738e-09 +67 EP 8 1.616e-01 1.239e-09 1.725e-10 8.384e-01 +67 EP 9 1.336e-07 1.982e-04 7.084e-09 9.998e-01 +67 EP 10 7.305e-01 1.379e-01 7.730e-02 5.430e-02 +67 EP 11 2.800e-05 1.000e+00 2.373e-09 1.696e-09 +67 EP 12 3.213e-07 5.516e-08 9.177e-01 8.227e-02 +67 EP 13 9.883e-01 1.355e-08 6.495e-10 1.173e-02 +67 EP 14 1.576e-07 2.017e-07 7.734e-09 1.000e+00 +67 EP 15 8.174e-01 3.797e-02 1.446e-01 2.496e-10 +67 EP 16 1.481e-06 5.837e-04 1.718e-09 9.994e-01 +67 TP 1 8.602e-02 5.513e-01 3.828e-03 2.236e-02 5.663e-08 1.045e-02 1.155e-08 1.235e-07 3.094e-04 2.418e-06 6.468e-02 1.202e-09 8.745e-09 1.161e-09 2.611e-01 4.425e-05 +67 TP 2 1.687e-02 5.581e-01 9.542e-10 4.481e-03 2.997e-04 7.445e-09 9.862e-02 3.102e-02 1.054e-02 4.101e-02 6.203e-02 1.669e-10 1.157e-04 1.127e-02 1.379e-01 2.771e-02 +67 TP 3 4.291e-08 1.404e-07 2.987e-01 5.146e-05 4.740e-08 2.917e-06 3.190e-06 1.264e-06 4.908e-01 7.103e-06 3.560e-05 4.218e-08 1.072e-07 2.104e-01 8.275e-08 6.377e-07 +67 TP 4 2.025e-01 3.776e-04 5.363e-08 3.500e-02 1.195e-07 1.272e-02 5.578e-02 4.967e-07 7.960e-03 8.041e-06 8.109e-03 1.624e-08 6.880e-08 9.181e-04 6.697e-01 6.916e-03 +67 TP 5 1.476e-08 1.904e-01 7.541e-10 1.979e-03 7.172e-01 7.689e-10 5.607e-10 6.199e-03 6.302e-05 4.384e-04 1.214e-02 2.044e-10 3.610e-09 1.893e-10 7.159e-02 2.006e-10 +67 TP 6 4.742e-04 7.294e-02 4.047e-06 1.991e-05 7.431e-09 5.382e-02 1.069e-08 1.907e-07 6.167e-02 7.205e-07 2.061e-02 6.537e-09 7.325e-01 3.689e-03 3.261e-02 2.163e-02 +67 TP 7 2.819e-02 4.174e-01 1.648e-02 2.613e-09 1.717e-07 2.795e-05 8.735e-02 3.537e-08 3.830e-02 2.749e-07 5.755e-02 1.424e-09 3.163e-08 3.224e-03 3.349e-01 1.656e-02 +67 TP 8 2.971e-10 1.150e-03 5.942e-10 2.125e-09 1.080e-08 1.625e-09 1.187e-09 5.912e-01 1.418e-09 4.052e-01 7.763e-10 3.941e-04 1.138e-08 5.800e-10 6.187e-09 2.062e-03 +67 TP 9 4.024e-09 1.627e-03 8.775e-03 9.179e-04 4.080e-09 1.721e-02 1.983e-08 1.159e-07 1.041e-02 3.468e-07 2.187e-02 4.361e-09 9.392e-01 2.990e-07 8.725e-09 1.477e-08 +67 TP 10 3.242e-09 2.696e-08 1.150e-09 3.941e-09 1.478e-08 2.040e-09 2.693e-09 4.454e-02 9.359e-05 9.553e-01 1.062e-09 7.643e-05 1.060e-06 6.252e-10 2.268e-08 7.032e-10 +67 TP 11 1.508e-03 9.026e-01 3.231e-09 3.483e-09 2.523e-09 6.515e-09 3.545e-09 6.681e-08 7.579e-09 1.429e-06 8.391e-02 1.488e-09 1.197e-02 1.785e-09 2.764e-05 5.790e-09 +67 TP 12 1.159e-01 1.732e-08 1.027e-08 3.283e-08 8.837e-01 1.560e-08 1.495e-08 5.063e-08 9.737e-09 1.802e-07 1.283e-08 1.523e-08 1.712e-08 9.515e-09 3.444e-04 9.552e-09 +67 TP 13 1.034e-02 1.592e-01 9.773e-10 2.775e-08 1.494e-02 6.509e-02 2.263e-06 3.709e-07 2.866e-02 1.594e-07 4.316e-02 2.006e-03 4.940e-01 2.221e-02 1.218e-01 3.863e-02 +67 TP 14 7.513e-09 3.983e-01 2.860e-05 5.557e-03 7.622e-09 2.412e-01 9.317e-06 6.719e-07 3.038e-08 1.145e-06 3.387e-02 8.123e-03 3.163e-03 1.262e-01 1.824e-01 1.105e-03 +67 TP 15 1.517e-01 8.959e-06 8.785e-10 2.261e-04 3.347e-01 3.635e-08 5.067e-06 4.901e-08 4.992e-10 7.163e-07 3.642e-08 2.546e-10 5.163e-09 3.549e-10 5.134e-01 4.017e-10 +67 TP 16 1.683e-09 1.513e-02 6.725e-09 4.609e-09 1.770e-09 3.713e-03 3.977e-09 7.175e-05 6.401e-08 1.403e-07 1.652e-02 8.790e-04 7.263e-01 7.946e-09 2.471e-08 2.374e-01 +68 IP 1 8.681e-10 +68 IP 2 2.829e-03 +68 IP 3 8.681e-10 +68 IP 4 8.681e-10 +68 IP 5 9.972e-01 +68 IP 6 8.681e-10 +68 IP 7 2.244e-09 +68 IP 8 8.681e-10 +68 IP 9 8.681e-10 +68 IP 10 8.681e-10 +68 EP 1 3.807e-07 2.770e-07 1.000e+00 3.195e-08 +68 EP 2 9.999e-01 8.337e-07 7.870e-07 8.490e-05 +68 EP 3 6.089e-07 7.331e-01 6.763e-09 2.669e-01 +68 EP 4 6.523e-05 9.999e-01 1.584e-08 3.355e-09 +68 EP 5 7.363e-01 1.351e-01 7.889e-02 4.967e-02 +68 EP 6 6.465e-08 4.725e-02 9.527e-01 6.841e-09 +68 EP 7 1.604e-01 1.356e-09 2.487e-10 8.396e-01 +68 EP 8 5.784e-05 1.421e-08 1.192e-08 9.999e-01 +68 EP 9 1.999e-07 1.549e-07 9.711e-01 2.888e-02 +68 EP 10 3.155e-07 7.684e-04 9.992e-01 3.477e-10 +68 TP 1 3.122e-01 2.961e-01 8.685e-03 3.819e-01 7.021e-07 6.609e-07 4.974e-08 1.050e-03 4.010e-08 1.025e-06 +68 TP 2 8.774e-03 5.615e-01 5.060e-02 9.070e-02 1.380e-08 4.067e-02 1.843e-08 1.182e-02 2.427e-08 2.360e-01 +68 TP 3 2.803e-05 8.167e-01 1.383e-01 2.985e-02 3.994e-08 3.771e-07 1.941e-08 1.445e-02 1.749e-06 5.720e-04 +68 TP 4 4.230e-09 7.104e-01 1.026e-02 1.068e-01 3.196e-08 4.823e-02 6.865e-09 6.008e-04 3.890e-09 1.237e-01 +68 TP 5 1.305e-09 6.506e-08 1.465e-09 2.636e-09 9.540e-01 2.487e-09 4.601e-02 1.015e-09 9.711e-09 2.617e-08 +68 TP 6 1.969e-03 7.224e-01 3.555e-08 6.301e-02 1.311e-07 2.127e-01 9.437e-09 8.099e-09 8.476e-09 9.886e-07 +68 TP 7 3.093e-10 2.866e-03 2.784e-09 2.957e-09 4.421e-01 4.602e-10 5.547e-01 3.859e-04 4.392e-09 8.493e-09 +68 TP 8 1.189e-08 5.648e-01 5.102e-02 6.047e-02 7.260e-08 1.455e-07 3.662e-02 2.108e-01 7.627e-02 2.513e-05 +68 TP 9 1.582e-07 7.868e-03 1.539e-07 1.543e-07 1.655e-07 3.168e-01 1.549e-07 1.539e-07 1.934e-07 6.753e-01 +68 TP 10 1.261e-09 1.024e-01 2.575e-04 6.762e-03 1.046e-01 3.213e-08 1.555e-09 3.484e-10 5.118e-10 7.860e-01 +69 IP 1 1.000e+00 +69 IP 2 4.693e-09 +69 IP 3 9.218e-10 +69 IP 4 3.440e-09 +69 IP 5 9.217e-10 +69 IP 6 3.067e-09 +69 IP 7 9.453e-10 +69 IP 8 9.217e-10 +69 IP 9 9.217e-10 +69 IP 10 9.217e-10 +69 IP 11 9.217e-10 +69 IP 12 9.771e-10 +69 IP 13 1.021e-08 +69 IP 14 1.227e-09 +69 IP 15 9.223e-10 +69 IP 16 9.287e-10 +69 IP 17 1.698e-09 +69 IP 18 1.776e-09 +69 IP 19 9.337e-10 +69 IP 20 1.275e-09 +69 IP 21 9.373e-10 +69 IP 22 9.217e-10 +69 EP 1 1.000e+00 2.463e-08 6.956e-10 6.285e-10 +69 EP 2 1.000e+00 1.232e-05 3.983e-10 8.914e-10 +69 EP 3 2.083e-04 9.998e-01 6.742e-08 5.187e-10 +69 EP 4 1.000e+00 3.988e-05 9.932e-11 6.457e-10 +69 EP 5 5.850e-08 5.692e-08 1.342e-01 8.658e-01 +69 EP 6 9.996e-01 3.886e-04 8.753e-09 8.653e-11 +69 EP 7 5.615e-02 2.205e-09 5.205e-11 9.439e-01 +69 EP 8 3.270e-06 1.000e+00 1.040e-09 7.115e-09 +69 EP 9 1.823e-07 1.835e-07 9.896e-07 1.000e+00 +69 EP 10 1.726e-05 9.997e-01 3.929e-10 2.368e-04 +69 EP 11 4.464e-08 3.011e-08 1.000e+00 6.441e-09 +69 EP 12 8.130e-02 9.187e-01 2.898e-09 1.069e-08 +69 EP 13 9.999e-01 1.041e-04 5.116e-10 5.055e-10 +69 EP 14 9.984e-01 1.463e-03 3.709e-11 1.596e-04 +69 EP 15 1.126e-03 2.972e-03 1.363e-10 9.959e-01 +69 EP 16 7.947e-03 9.921e-01 6.516e-10 1.146e-09 +69 EP 17 9.937e-01 6.296e-03 1.243e-10 3.846e-05 +69 EP 18 9.628e-01 2.945e-03 3.421e-02 1.896e-10 +69 EP 19 1.948e-02 1.128e-03 9.794e-01 1.106e-10 +69 EP 20 6.658e-01 1.713e-03 3.325e-01 1.019e-10 +69 EP 21 2.767e-02 6.231e-02 6.491e-10 9.100e-01 +69 EP 22 3.659e-05 7.164e-01 2.836e-01 2.484e-08 +69 TP 1 4.564e-01 2.142e-02 2.429e-06 3.866e-02 1.535e-04 3.711e-04 6.337e-06 1.146e-04 2.038e-10 9.496e-06 1.254e-09 6.054e-05 4.270e-01 3.950e-03 1.545e-05 4.808e-02 3.465e-05 2.528e-03 2.754e-05 1.007e-03 1.468e-07 1.016e-04 +69 TP 2 3.081e-02 1.299e-01 9.546e-10 4.513e-01 1.220e-07 2.698e-02 5.132e-08 6.178e-08 7.310e-11 1.079e-03 4.755e-05 4.637e-02 1.749e-02 1.309e-01 2.801e-02 4.719e-02 8.453e-04 1.912e-02 8.639e-05 4.864e-02 7.261e-08 2.126e-02 +69 TP 3 2.370e-03 1.513e-06 5.952e-02 2.665e-06 3.345e-10 7.379e-04 1.810e-08 3.775e-09 5.787e-10 2.111e-09 8.314e-06 6.476e-09 1.536e-08 5.121e-02 3.075e-05 7.870e-06 2.280e-02 5.057e-01 1.155e-01 1.095e-01 1.566e-09 1.326e-01 +69 TP 4 8.281e-03 3.267e-01 1.201e-02 1.057e-01 2.684e-09 1.057e-04 4.830e-03 1.222e-02 6.130e-11 7.687e-03 5.965e-06 2.852e-02 2.255e-02 1.564e-01 1.472e-02 1.030e-01 3.541e-03 1.028e-01 1.107e-02 7.520e-02 2.294e-06 4.636e-03 +69 TP 5 3.914e-08 4.571e-08 7.410e-02 4.888e-08 1.899e-08 5.685e-08 1.987e-08 4.949e-01 6.555e-09 2.338e-01 1.616e-08 5.327e-03 4.454e-08 4.579e-08 1.252e-08 1.919e-01 4.138e-08 8.469e-08 3.423e-09 8.467e-08 1.189e-08 5.949e-09 +69 TP 6 2.277e-03 8.636e-02 2.833e-02 1.173e-01 1.725e-10 2.232e-01 3.693e-08 1.172e-04 1.579e-10 1.682e-09 5.421e-04 4.647e-02 1.774e-02 8.666e-02 9.409e-03 7.437e-02 1.344e-04 1.638e-01 7.265e-02 1.925e-03 1.021e-09 6.874e-02 +69 TP 7 1.777e-03 5.448e-02 5.618e-10 2.350e-01 2.512e-10 3.699e-09 4.854e-01 4.453e-09 1.588e-10 2.752e-03 1.062e-03 4.706e-03 5.188e-02 4.195e-02 3.787e-07 2.437e-02 8.886e-02 1.072e-04 2.630e-10 6.948e-03 7.040e-04 6.037e-10 +69 TP 8 8.209e-03 8.785e-05 2.985e-02 3.061e-04 4.223e-10 1.160e-01 5.368e-02 1.457e-02 4.985e-10 2.382e-02 1.433e-09 9.427e-02 3.820e-07 2.781e-01 7.174e-02 4.075e-02 3.418e-03 5.153e-02 5.283e-04 1.787e-01 2.486e-09 3.448e-02 +69 TP 9 3.416e-08 4.505e-08 2.474e-08 4.190e-08 2.717e-08 3.577e-08 1.334e-02 3.229e-08 3.476e-07 6.749e-03 2.074e-08 3.182e-08 4.169e-08 9.052e-01 4.405e-02 2.736e-08 3.067e-02 2.860e-08 2.077e-08 2.551e-08 4.160e-08 2.478e-08 +69 TP 10 3.207e-06 4.153e-06 1.225e-08 3.655e-05 5.693e-10 7.388e-08 3.591e-02 1.463e-08 9.038e-10 4.525e-02 2.239e-08 2.689e-07 6.158e-08 5.309e-01 3.879e-01 2.874e-05 1.151e-05 4.123e-08 5.595e-09 9.280e-08 4.649e-09 1.196e-05 +69 TP 11 1.709e-03 5.099e-03 1.203e-05 2.235e-05 2.313e-03 2.724e-01 3.826e-02 5.383e-08 1.155e-04 3.022e-06 2.340e-01 6.263e-08 3.878e-02 1.385e-07 2.467e-05 4.576e-06 6.677e-08 4.066e-06 3.939e-01 1.340e-02 6.115e-09 9.470e-08 +69 TP 12 1.210e-02 4.974e-02 3.094e-06 3.254e-02 3.912e-10 2.781e-01 3.971e-04 1.005e-05 5.674e-10 1.358e-02 2.202e-09 5.687e-02 1.887e-04 2.700e-01 2.202e-02 1.829e-01 8.111e-02 4.846e-04 2.578e-09 2.151e-08 2.056e-09 2.866e-08 +69 TP 13 6.908e-02 9.864e-02 1.357e-09 2.069e-01 1.234e-09 3.113e-03 8.090e-09 9.016e-10 1.314e-10 6.161e-10 3.449e-10 4.979e-07 4.215e-01 1.157e-01 5.472e-09 3.565e-02 1.481e-02 1.687e-02 2.119e-07 2.433e-05 1.743e-09 1.765e-02 +69 TP 14 9.559e-03 1.392e-04 5.787e-05 3.092e-03 8.595e-03 1.954e-05 1.830e-01 8.742e-02 6.064e-11 5.191e-02 1.036e-05 1.029e-02 1.249e-04 4.172e-01 2.186e-01 5.879e-05 7.984e-04 2.938e-04 6.883e-03 4.859e-04 1.317e-03 6.495e-06 +69 TP 15 4.860e-03 1.231e-02 6.834e-10 3.949e-01 2.696e-10 2.735e-05 1.897e-05 2.811e-08 1.616e-10 1.158e-02 4.143e-09 5.948e-06 5.711e-02 1.353e-01 1.206e-01 6.129e-02 1.543e-01 1.788e-07 1.201e-10 1.498e-04 4.762e-02 1.903e-10 +69 TP 16 1.257e-02 8.220e-01 9.847e-10 8.456e-02 1.094e-10 1.736e-04 1.556e-09 9.284e-10 2.050e-10 1.014e-09 1.630e-09 1.903e-09 4.698e-03 3.232e-03 1.737e-05 4.267e-02 1.266e-02 9.932e-09 9.813e-10 6.908e-09 7.281e-10 1.741e-02 +69 TP 17 4.011e-03 3.982e-02 5.928e-03 2.885e-01 3.086e-09 6.113e-07 5.138e-02 1.363e-07 4.707e-10 2.690e-08 1.517e-03 1.934e-04 1.990e-03 6.165e-02 2.327e-01 3.503e-02 6.676e-02 2.276e-02 8.959e-03 1.062e-02 1.493e-01 1.883e-02 +69 TP 18 1.035e-02 1.563e-04 1.301e-01 6.413e-04 6.277e-07 3.586e-04 1.607e-09 7.062e-02 9.999e-11 1.989e-07 5.696e-03 3.137e-06 4.215e-04 4.327e-03 1.161e-09 1.166e-08 5.048e-08 5.812e-01 1.044e-01 9.167e-02 1.004e-09 1.421e-04 +69 TP 19 3.799e-03 4.648e-02 1.644e-02 5.221e-02 5.241e-11 3.683e-01 1.073e-09 1.110e-09 1.084e-03 1.510e-03 4.013e-02 1.743e-07 6.662e-02 9.088e-02 1.504e-10 7.403e-02 3.351e-09 4.224e-04 1.798e-01 5.826e-02 5.822e-11 3.370e-07 +69 TP 20 3.392e-03 1.968e-02 8.389e-03 5.441e-02 1.540e-10 2.869e-03 2.868e-10 1.868e-09 1.528e-10 1.279e-09 5.232e-03 4.318e-08 1.359e-01 3.527e-02 2.095e-10 2.029e-02 7.615e-09 2.044e-06 3.092e-01 4.053e-01 1.353e-10 7.918e-06 +69 TP 21 1.195e-05 2.990e-01 5.010e-09 1.301e-01 2.204e-09 3.519e-08 2.047e-07 1.310e-06 1.426e-09 9.996e-03 9.950e-05 4.683e-02 3.957e-03 4.108e-08 1.966e-01 1.194e-01 7.976e-06 4.689e-04 2.510e-05 1.753e-01 1.389e-02 4.312e-03 +69 TP 22 1.704e-02 5.705e-02 1.201e-03 5.668e-02 3.459e-10 8.470e-01 1.083e-09 4.092e-09 1.205e-09 3.641e-09 7.268e-06 5.855e-09 2.062e-02 1.065e-08 1.152e-09 3.549e-04 7.109e-08 2.433e-06 5.835e-09 2.937e-06 5.248e-10 1.689e-05 +70 IP 1 4.249e-09 +70 IP 2 1.000e+00 +70 IP 3 1.053e-09 +70 IP 4 1.053e-09 +70 IP 5 1.053e-09 +70 IP 6 1.053e-09 +70 IP 7 1.055e-09 +70 IP 8 1.057e-09 +70 IP 9 1.812e-09 +70 IP 10 1.098e-09 +70 IP 11 1.053e-09 +70 IP 12 2.024e-09 +70 EP 1 1.000e+00 1.534e-09 2.963e-10 8.859e-11 +70 EP 2 9.738e-01 2.618e-02 1.115e-10 1.892e-10 +70 EP 3 2.381e-04 1.766e-01 1.566e-10 8.232e-01 +70 EP 4 4.906e-08 1.000e+00 7.417e-10 1.073e-09 +70 EP 5 8.909e-04 1.095e-09 6.572e-11 9.991e-01 +70 EP 6 1.624e-08 2.720e-05 3.062e-10 1.000e+00 +70 EP 7 3.843e-02 1.652e-05 9.616e-01 1.493e-10 +70 EP 8 4.677e-03 9.953e-01 5.268e-10 7.092e-10 +70 EP 9 9.988e-01 5.964e-05 5.356e-11 1.179e-03 +70 EP 10 7.860e-01 7.441e-02 1.396e-01 4.603e-11 +70 EP 11 7.039e-04 2.247e-06 9.993e-01 1.040e-10 +70 EP 12 8.325e-01 1.107e-02 3.762e-11 1.564e-01 +70 TP 1 4.130e-01 4.004e-06 2.435e-02 1.392e-05 3.147e-07 4.174e-03 2.280e-03 1.859e-01 2.806e-01 4.429e-02 4.542e-02 6.318e-09 +70 TP 2 2.175e-01 7.609e-01 1.381e-09 4.815e-10 8.731e-10 1.175e-09 3.008e-10 8.762e-07 2.157e-02 3.980e-09 8.083e-10 2.118e-09 +70 TP 3 1.548e-01 1.853e-01 1.580e-01 1.697e-09 3.156e-09 2.120e-02 1.404e-09 5.033e-08 1.850e-02 5.204e-09 2.339e-10 4.622e-01 +70 TP 4 4.945e-06 1.838e-06 7.200e-02 5.448e-02 1.432e-02 7.170e-02 7.779e-10 1.132e-01 5.095e-01 1.199e-01 4.490e-02 8.628e-09 +70 TP 5 1.791e-02 1.475e-01 2.923e-03 4.546e-04 5.042e-01 7.956e-04 2.983e-03 1.037e-02 4.611e-02 3.670e-09 1.054e-10 2.668e-01 +70 TP 6 3.137e-03 1.606e-01 1.179e-01 7.143e-03 5.115e-07 7.553e-03 5.171e-04 5.542e-02 1.624e-01 9.823e-03 4.260e-11 4.755e-01 +70 TP 7 1.223e-02 4.906e-08 8.262e-10 8.019e-10 4.926e-10 4.999e-09 3.304e-01 1.636e-09 8.004e-02 3.892e-02 5.385e-01 1.339e-08 +70 TP 8 4.567e-01 2.330e-01 1.333e-02 1.016e-09 3.297e-09 2.409e-03 1.532e-10 7.998e-02 2.089e-01 5.652e-03 5.939e-10 1.643e-05 +70 TP 9 7.104e-06 1.132e-07 6.885e-08 1.426e-01 5.774e-02 1.607e-01 1.518e-02 2.473e-02 5.469e-01 5.220e-02 5.707e-09 1.302e-09 +70 TP 10 1.129e-07 5.632e-08 9.857e-10 6.583e-03 1.155e-09 9.800e-10 1.374e-05 7.181e-05 1.251e-08 4.122e-01 5.811e-01 2.023e-09 +70 TP 11 4.212e-01 1.996e-01 3.815e-10 1.020e-09 7.026e-04 2.998e-03 5.230e-02 8.325e-02 1.147e-01 5.086e-02 7.437e-02 3.539e-09 +70 TP 12 7.876e-02 1.654e-07 5.893e-02 3.565e-05 3.460e-02 6.424e-02 9.577e-04 1.205e-01 2.414e-01 3.868e-02 2.417e-02 3.377e-01 +71 IP 1 3.144e-09 +71 IP 2 2.251e-09 +71 IP 3 1.078e-09 +71 IP 4 9.061e-09 +71 IP 5 1.138e-09 +71 IP 6 1.000e+00 +71 IP 7 1.078e-09 +71 IP 8 1.113e-09 +71 IP 9 1.099e-09 +71 IP 10 1.078e-09 +71 EP 1 1.000e+00 5.540e-09 8.369e-11 1.332e-10 +71 EP 2 7.076e-01 5.319e-02 3.070e-11 2.392e-01 +71 EP 3 6.184e-05 1.371e-09 9.999e-01 7.794e-11 +71 EP 4 9.982e-01 1.019e-03 8.211e-04 1.249e-10 +71 EP 5 8.029e-01 6.215e-02 1.349e-01 5.529e-11 +71 EP 6 9.700e-01 2.999e-02 7.897e-09 3.353e-10 +71 EP 7 7.291e-06 1.000e+00 2.608e-09 6.988e-10 +71 EP 8 4.414e-02 9.559e-01 1.057e-09 8.374e-10 +71 EP 9 4.906e-02 9.372e-07 6.975e-11 9.509e-01 +71 EP 10 5.388e-05 1.553e-02 9.844e-01 3.481e-10 +71 TP 1 4.239e-01 2.272e-01 2.923e-02 5.466e-07 5.708e-02 3.448e-03 2.170e-03 1.839e-01 5.064e-02 2.239e-02 +71 TP 2 2.046e-01 6.715e-01 3.008e-10 1.165e-08 1.499e-02 3.810e-02 5.320e-02 1.893e-04 1.737e-02 1.207e-10 +71 TP 3 1.303e-01 9.922e-03 4.142e-01 2.880e-01 4.504e-02 8.122e-02 3.132e-02 1.574e-09 2.337e-10 4.654e-08 +71 TP 4 2.810e-01 1.842e-01 1.044e-02 3.247e-01 2.108e-02 3.612e-03 1.281e-01 2.621e-02 5.138e-05 2.059e-02 +71 TP 5 5.365e-05 6.811e-09 2.018e-01 3.867e-07 3.488e-01 1.533e-03 2.586e-09 3.292e-06 1.009e-09 4.479e-01 +71 TP 6 2.337e-01 1.802e-03 8.262e-10 1.170e-05 8.025e-06 7.643e-01 1.714e-04 8.785e-10 5.692e-10 1.887e-09 +71 TP 7 1.706e-01 2.980e-02 6.953e-10 5.938e-01 1.935e-09 1.377e-01 6.808e-02 2.846e-09 2.297e-06 7.288e-08 +71 TP 8 4.133e-01 3.004e-01 8.991e-03 3.389e-09 8.048e-02 5.057e-05 8.063e-02 6.985e-02 1.068e-02 3.563e-02 +71 TP 9 1.315e-01 2.488e-01 8.476e-03 1.668e-03 8.297e-03 9.594e-02 1.412e-03 6.815e-10 5.039e-01 1.352e-09 +71 TP 10 1.394e-01 1.046e-02 1.816e-02 4.404e-01 8.509e-02 1.660e-01 9.899e-02 8.071e-03 5.157e-04 3.286e-02 +72 IP 1 1.328e-08 +72 IP 2 1.166e-09 +72 IP 3 1.166e-09 +72 IP 4 2.095e-09 +72 IP 5 1.177e-09 +72 IP 6 1.000e+00 +72 IP 7 3.885e-09 +72 IP 8 1.166e-09 +72 IP 9 4.008e-09 +72 IP 10 1.166e-09 +72 IP 11 1.166e-09 +72 IP 12 1.216e-09 +72 IP 13 1.637e-09 +72 EP 1 1.000e+00 4.392e-07 8.289e-11 2.808e-10 +72 EP 2 7.408e-09 4.231e-09 1.129e-10 1.000e+00 +72 EP 3 6.201e-04 9.994e-01 6.990e-10 5.162e-09 +72 EP 4 9.507e-01 2.790e-02 6.320e-11 2.141e-02 +72 EP 5 2.746e-02 3.365e-10 1.042e-10 9.725e-01 +72 EP 6 9.850e-01 1.498e-02 4.626e-10 9.003e-09 +72 EP 7 8.670e-01 4.624e-02 5.694e-10 8.678e-02 +72 EP 8 8.074e-05 9.999e-01 3.587e-09 1.262e-07 +72 EP 9 8.007e-01 1.003e-01 9.896e-02 6.013e-11 +72 EP 10 6.443e-04 9.994e-01 1.705e-09 2.440e-09 +72 EP 11 1.588e-07 1.138e-02 9.886e-01 9.743e-11 +72 EP 12 8.452e-01 9.291e-04 1.539e-01 1.954e-10 +72 EP 13 4.857e-01 2.342e-02 7.757e-11 4.909e-01 +72 TP 1 3.600e-01 6.928e-02 1.872e-02 1.821e-01 4.109e-04 6.448e-04 1.320e-08 3.275e-03 2.353e-01 1.124e-01 1.947e-05 1.777e-02 2.307e-05 +72 TP 2 3.521e-01 9.572e-02 1.065e-03 9.082e-02 2.080e-09 1.186e-01 2.038e-03 2.115e-03 1.859e-09 5.773e-02 1.168e-09 9.702e-03 2.700e-01 +72 TP 3 5.002e-08 1.181e-01 4.475e-02 3.986e-01 5.075e-10 2.959e-09 1.906e-05 8.316e-04 2.175e-01 1.008e-01 3.366e-02 8.575e-02 1.037e-08 +72 TP 4 4.599e-04 2.528e-01 1.639e-01 5.321e-01 1.671e-02 2.091e-09 1.447e-06 1.774e-06 8.700e-09 8.502e-10 4.765e-08 3.396e-02 2.305e-09 +72 TP 5 8.516e-02 1.537e-05 1.209e-09 1.584e-02 6.404e-01 4.686e-02 2.103e-01 8.059e-10 3.261e-09 3.304e-04 1.057e-03 8.354e-10 3.620e-06 +72 TP 6 1.741e-01 1.957e-09 7.238e-10 2.119e-07 6.494e-10 7.619e-01 5.172e-04 4.388e-10 6.331e-02 1.933e-04 5.812e-10 5.817e-08 1.403e-09 +72 TP 7 7.277e-05 9.308e-03 7.387e-07 1.269e-02 6.524e-02 1.986e-07 8.830e-01 8.612e-03 1.685e-08 4.560e-09 2.053e-09 2.060e-02 5.273e-04 +72 TP 8 4.697e-02 3.284e-01 9.341e-07 4.555e-07 6.436e-09 1.773e-06 3.905e-01 6.090e-02 1.631e-02 1.567e-01 2.028e-08 1.642e-04 1.109e-07 +72 TP 9 2.160e-02 2.778e-05 4.031e-03 1.041e-01 5.546e-10 4.008e-02 5.143e-03 9.373e-07 7.740e-01 2.496e-02 5.062e-03 2.092e-02 2.718e-09 +72 TP 10 8.006e-01 8.195e-03 1.353e-09 5.922e-09 2.244e-10 1.290e-01 5.263e-09 1.221e-09 4.981e-04 6.170e-02 8.594e-10 3.649e-06 5.283e-09 +72 TP 11 4.145e-01 8.063e-07 1.716e-09 4.112e-08 1.960e-10 5.645e-02 8.255e-03 2.984e-04 8.164e-02 3.536e-02 3.488e-01 4.987e-02 4.802e-03 +72 TP 12 1.366e-08 1.229e-09 1.437e-08 6.751e-09 1.511e-09 2.147e-08 5.296e-09 4.248e-09 1.246e-02 1.134e-08 7.512e-01 2.364e-01 2.345e-09 +72 TP 13 3.258e-01 1.923e-01 1.341e-08 2.741e-04 2.040e-09 7.204e-05 2.948e-05 2.332e-03 7.658e-02 3.804e-02 1.278e-02 1.920e-02 3.326e-01 +73 IP 1 7.166e-09 +73 IP 2 1.453e-08 +73 IP 3 1.171e-09 +73 IP 4 1.477e-09 +73 IP 5 1.191e-09 +73 IP 6 1.171e-09 +73 IP 7 9.280e-09 +73 IP 8 1.000e+00 +73 IP 9 1.698e-09 +73 IP 10 1.171e-09 +73 IP 11 1.171e-09 +73 IP 12 1.193e-09 +73 IP 13 4.821e-09 +73 EP 1 9.985e-01 1.504e-03 5.377e-11 1.853e-08 +73 EP 2 9.973e-01 2.437e-03 2.883e-04 2.141e-10 +73 EP 3 4.176e-06 1.000e+00 6.080e-10 3.197e-09 +73 EP 4 7.930e-01 5.865e-02 3.732e-11 1.484e-01 +73 EP 5 3.652e-02 7.638e-10 5.995e-11 9.635e-01 +73 EP 6 2.093e-04 9.998e-01 5.968e-10 6.359e-09 +73 EP 7 1.000e+00 8.599e-09 7.039e-10 2.367e-09 +73 EP 8 9.438e-01 3.541e-02 5.287e-10 2.082e-02 +73 EP 9 8.985e-01 7.435e-02 2.712e-02 9.103e-11 +73 EP 10 3.584e-08 1.068e-08 1.512e-10 1.000e+00 +73 EP 11 1.003e-08 8.601e-09 1.000e+00 2.026e-10 +73 EP 12 8.803e-02 6.952e-03 9.050e-01 2.249e-10 +73 EP 13 8.882e-01 2.624e-05 1.370e-10 1.118e-01 +73 TP 1 6.553e-01 1.776e-02 6.288e-02 6.672e-02 3.134e-02 3.955e-02 5.366e-09 6.512e-04 8.255e-02 3.895e-02 7.601e-05 4.219e-03 2.214e-08 +73 TP 2 2.685e-01 3.484e-01 5.358e-08 3.476e-02 5.227e-05 1.040e-01 3.058e-08 1.115e-01 5.607e-02 1.424e-02 6.249e-02 7.149e-09 3.165e-09 +73 TP 3 1.803e-01 1.490e-08 3.550e-02 2.331e-01 6.134e-09 1.395e-01 5.716e-02 1.512e-08 2.224e-01 8.138e-02 5.070e-02 1.846e-09 3.487e-09 +73 TP 4 7.606e-02 1.512e-07 5.492e-09 4.500e-01 8.052e-02 1.056e-08 2.607e-06 6.303e-09 4.785e-06 3.934e-01 3.652e-10 1.188e-09 1.083e-07 +73 TP 5 1.971e-01 1.344e-01 8.618e-10 7.770e-02 5.143e-01 1.541e-02 6.717e-09 4.273e-02 1.667e-07 9.536e-03 3.709e-10 4.516e-03 4.302e-03 +73 TP 6 4.051e-01 3.991e-01 3.523e-06 6.209e-09 4.532e-10 5.519e-02 9.392e-02 4.543e-02 6.271e-04 1.263e-09 6.627e-04 2.845e-10 1.666e-09 +73 TP 7 1.006e-02 1.964e-04 2.241e-01 2.915e-06 8.163e-09 1.993e-01 4.993e-01 1.236e-04 7.360e-08 1.783e-02 9.997e-09 9.070e-03 4.008e-02 +73 TP 8 9.153e-02 3.948e-02 5.750e-10 1.931e-09 6.150e-10 4.581e-07 1.201e-09 8.493e-01 1.974e-02 9.496e-10 5.453e-10 3.884e-10 1.723e-09 +73 TP 9 3.151e-05 1.568e-05 9.027e-02 6.698e-09 3.073e-09 7.624e-02 2.568e-09 9.074e-04 4.434e-01 2.066e-09 3.712e-01 1.787e-02 1.867e-09 +73 TP 10 2.949e-01 4.639e-03 1.694e-02 1.014e-01 1.325e-02 6.957e-02 2.311e-02 7.436e-02 1.530e-08 4.871e-02 1.093e-10 1.766e-03 3.514e-01 +73 TP 11 1.221e-01 4.815e-01 3.529e-10 1.548e-02 3.740e-10 6.398e-02 3.657e-03 1.859e-02 8.866e-02 2.804e-04 1.468e-01 5.897e-02 2.541e-09 +73 TP 12 1.351e-01 1.330e-07 6.833e-10 1.082e-02 4.712e-10 1.883e-09 1.269e-02 1.018e-08 6.174e-02 4.518e-10 4.873e-01 2.923e-01 2.634e-09 +73 TP 13 2.083e-01 1.062e-01 1.715e-04 3.816e-08 2.588e-02 1.653e-01 6.087e-08 7.842e-05 5.005e-02 5.254e-09 7.064e-02 1.393e-02 3.594e-01 +74 IP 1 1.401e-09 +74 IP 2 2.969e-09 +74 IP 3 1.806e-08 +74 IP 4 1.917e-09 +74 IP 5 1.410e-09 +74 IP 6 1.572e-09 +74 IP 7 2.577e-09 +74 IP 8 1.000e+00 +74 IP 9 1.432e-09 +74 IP 10 1.444e-09 +74 IP 11 2.416e-09 +74 EP 1 6.158e-06 8.268e-04 1.502e-10 9.992e-01 +74 EP 2 9.726e-01 9.462e-03 4.913e-11 1.794e-02 +74 EP 3 1.000e+00 4.097e-05 6.930e-11 1.164e-10 +74 EP 4 2.966e-01 1.678e-01 5.356e-01 9.682e-11 +74 EP 5 1.404e-02 2.009e-09 9.860e-01 1.407e-10 +74 EP 6 1.753e-01 8.247e-01 4.492e-10 8.714e-10 +74 EP 7 9.289e-01 5.278e-03 6.579e-02 4.921e-11 +74 EP 8 9.529e-01 3.490e-02 2.197e-10 1.224e-02 +74 EP 9 2.044e-02 9.796e-01 4.967e-10 1.174e-09 +74 EP 10 6.329e-02 1.706e-09 9.994e-11 9.367e-01 +74 EP 11 6.355e-01 4.490e-02 5.147e-11 3.196e-01 +74 TP 1 5.656e-02 9.249e-02 2.668e-01 8.194e-11 2.356e-04 1.718e-09 2.391e-02 7.601e-02 5.596e-02 1.565e-05 4.280e-01 +74 TP 2 1.714e-01 5.410e-01 5.328e-03 7.612e-10 2.314e-05 2.014e-01 4.008e-02 1.712e-03 6.233e-05 3.891e-02 7.840e-09 +74 TP 3 3.658e-02 1.790e-01 4.400e-01 1.100e-02 7.473e-03 4.466e-02 5.918e-02 1.258e-01 8.876e-02 7.460e-03 1.864e-07 +74 TP 4 9.664e-04 2.341e-06 5.532e-01 1.699e-01 9.931e-03 2.179e-03 1.475e-01 5.694e-02 5.844e-02 9.768e-04 2.127e-08 +74 TP 5 5.149e-04 1.081e-01 2.075e-01 1.821e-01 4.156e-01 1.722e-09 8.578e-02 4.749e-04 1.102e-08 1.047e-09 1.567e-08 +74 TP 6 9.300e-02 4.404e-01 4.570e-03 7.700e-02 9.749e-03 8.105e-02 2.050e-01 4.994e-06 8.259e-02 6.644e-03 4.226e-07 +74 TP 7 9.497e-10 8.253e-04 2.114e-02 4.254e-01 9.365e-02 2.551e-02 4.218e-01 1.174e-02 1.392e-08 1.625e-09 1.669e-09 +74 TP 8 5.478e-04 9.346e-02 6.293e-03 7.895e-10 9.248e-10 1.156e-05 6.104e-02 8.353e-01 1.196e-07 3.347e-03 3.045e-09 +74 TP 9 9.637e-03 2.861e-05 9.004e-01 8.517e-10 2.945e-10 2.137e-09 2.782e-02 1.675e-06 6.209e-02 5.728e-05 3.409e-07 +74 TP 10 2.911e-07 1.979e-02 2.682e-01 3.797e-10 4.758e-03 5.865e-09 7.887e-09 8.043e-02 2.287e-05 5.350e-01 9.177e-02 +74 TP 11 1.289e-01 1.416e-01 2.209e-01 1.324e-02 9.874e-03 1.951e-09 8.291e-02 3.837e-05 6.951e-02 1.323e-02 3.198e-01 +75 IP 1 4.708e-09 +75 IP 2 1.565e-09 +75 IP 3 1.845e-04 +75 IP 4 1.620e-09 +75 IP 5 5.688e-09 +75 IP 6 7.785e-09 +75 IP 7 1.565e-09 +75 IP 8 8.387e-09 +75 IP 9 1.632e-09 +75 IP 10 1.567e-09 +75 IP 11 1.565e-09 +75 IP 12 9.998e-01 +75 EP 1 1.000e+00 1.622e-07 2.571e-10 1.023e-10 +75 EP 2 3.138e-04 9.997e-01 1.001e-09 1.105e-09 +75 EP 3 9.122e-01 7.320e-02 1.644e-10 1.463e-02 +75 EP 4 8.419e-02 4.489e-03 9.113e-01 1.027e-10 +75 EP 5 9.445e-01 5.551e-02 6.155e-11 3.446e-09 +75 EP 6 9.734e-01 2.659e-02 7.859e-10 5.696e-10 +75 EP 7 4.511e-04 9.898e-01 9.729e-03 9.644e-10 +75 EP 8 8.415e-01 6.468e-02 9.380e-02 4.362e-11 +75 EP 9 8.494e-02 1.470e-09 1.248e-10 9.151e-01 +75 EP 10 1.681e-03 8.825e-07 1.378e-10 9.983e-01 +75 EP 11 2.376e-04 1.406e-06 9.998e-01 2.650e-10 +75 EP 12 9.478e-01 3.008e-02 1.271e-03 2.088e-02 +75 TP 1 3.926e-01 5.739e-03 7.703e-03 4.830e-02 1.227e-02 1.186e-01 1.579e-01 1.734e-02 1.264e-02 8.993e-02 8.237e-02 5.465e-02 +75 TP 2 2.606e-01 7.266e-05 7.004e-01 1.979e-09 2.394e-02 3.175e-04 4.546e-09 6.700e-08 7.956e-10 3.636e-09 1.310e-02 1.533e-03 +75 TP 3 1.721e-01 6.964e-02 5.543e-01 3.252e-09 1.874e-01 4.463e-04 1.119e-08 5.476e-09 1.714e-08 1.156e-02 3.691e-08 4.561e-03 +75 TP 4 1.089e-01 3.879e-09 9.200e-09 4.122e-01 6.594e-02 5.625e-08 9.096e-10 2.425e-01 1.163e-09 9.942e-07 1.705e-01 3.770e-09 +75 TP 5 9.861e-02 6.232e-02 3.733e-03 1.183e-02 3.350e-01 2.715e-01 1.438e-02 4.914e-05 2.786e-02 1.718e-01 2.891e-03 6.006e-05 +75 TP 6 1.647e-01 4.337e-07 1.277e-04 1.065e-02 5.885e-02 6.091e-01 4.974e-02 6.341e-05 5.076e-08 7.580e-02 3.094e-02 5.922e-08 +75 TP 7 5.199e-01 9.039e-02 1.161e-08 2.525e-02 1.621e-01 1.620e-05 6.121e-02 1.578e-08 1.132e-09 8.842e-02 5.272e-02 5.602e-09 +75 TP 8 1.023e-01 5.756e-02 4.163e-04 1.709e-02 1.280e-01 1.163e-03 2.024e-09 6.200e-01 2.535e-08 1.174e-02 7.929e-03 5.385e-02 +75 TP 9 1.314e-01 4.640e-08 2.315e-01 2.200e-02 7.678e-02 2.379e-08 8.470e-10 4.745e-09 4.198e-01 1.060e-01 2.774e-03 9.663e-03 +75 TP 10 9.883e-02 3.720e-02 1.653e-01 1.018e-03 4.188e-01 3.247e-06 2.081e-08 6.926e-10 7.965e-02 1.517e-01 1.136e-10 4.743e-02 +75 TP 11 1.373e-01 4.427e-02 4.303e-09 8.704e-06 2.974e-04 4.810e-08 1.832e-09 8.182e-01 1.635e-08 4.234e-09 8.444e-09 1.611e-08 +75 TP 12 9.254e-02 5.455e-05 4.173e-05 9.342e-09 4.313e-02 2.156e-04 1.111e-09 3.595e-07 4.746e-10 4.837e-10 8.149e-07 8.640e-01 +76 IP 1 3.583e-09 +76 IP 2 3.135e-09 +76 IP 3 2.131e-09 +76 IP 4 5.991e-01 +76 IP 5 2.101e-09 +76 IP 6 2.105e-09 +76 IP 7 2.102e-09 +76 IP 8 2.159e-09 +76 IP 9 4.009e-01 +76 IP 10 2.101e-09 +76 IP 11 2.427e-09 +76 IP 12 3.921e-08 +76 IP 13 2.111e-09 +76 IP 14 1.037e-08 +76 EP 1 1.000e+00 1.373e-05 1.372e-10 8.614e-11 +76 EP 2 9.804e-01 1.306e-02 1.939e-10 6.567e-03 +76 EP 3 2.535e-02 9.746e-01 1.299e-09 6.665e-10 +76 EP 4 9.323e-01 2.701e-02 5.322e-03 3.533e-02 +76 EP 5 5.213e-09 1.342e-05 1.000e+00 2.015e-10 +76 EP 6 1.648e-03 9.984e-01 1.501e-09 7.974e-10 +76 EP 7 8.778e-04 2.583e-05 7.141e-11 9.991e-01 +76 EP 8 3.218e-02 1.346e-01 1.860e-10 8.333e-01 +76 EP 9 9.805e-01 1.952e-02 2.297e-10 1.444e-10 +76 EP 10 4.975e-07 4.080e-08 4.668e-01 5.332e-01 +76 EP 11 9.124e-01 8.757e-02 2.245e-08 2.880e-10 +76 EP 12 9.446e-01 3.098e-02 2.442e-02 1.051e-10 +76 EP 13 6.164e-03 2.340e-03 9.915e-01 1.205e-10 +76 EP 14 9.442e-01 5.579e-02 4.317e-11 2.580e-09 +76 TP 1 3.716e-01 1.352e-08 1.663e-01 1.663e-02 2.778e-02 2.530e-02 7.803e-02 8.921e-02 5.787e-03 4.684e-11 7.391e-06 3.966e-02 1.316e-01 4.811e-02 +76 TP 2 9.636e-02 1.001e-01 1.886e-04 1.342e-02 4.471e-08 1.410e-01 1.797e-01 3.419e-01 6.620e-02 3.018e-02 2.052e-02 2.066e-03 7.477e-08 8.472e-03 +76 TP 3 4.725e-01 1.529e-04 7.532e-02 1.055e-08 5.491e-09 9.990e-02 3.149e-02 6.392e-02 8.893e-02 9.304e-11 1.606e-03 6.647e-05 9.457e-02 7.158e-02 +76 TP 4 2.661e-02 2.044e-06 7.456e-10 9.105e-01 1.238e-09 2.337e-09 3.738e-04 1.106e-09 4.954e-02 7.261e-11 1.801e-03 1.059e-02 9.453e-10 6.167e-04 +76 TP 5 1.219e-01 2.460e-08 2.038e-09 4.257e-09 3.727e-01 5.180e-03 7.099e-10 3.159e-03 2.269e-01 1.977e-10 1.240e-08 6.790e-07 1.652e-01 1.050e-01 +76 TP 6 1.567e-01 2.250e-09 1.613e-08 2.461e-04 9.406e-10 3.373e-02 5.005e-07 8.954e-07 7.097e-01 1.354e-10 1.673e-04 3.238e-02 7.251e-07 6.706e-02 +76 TP 7 5.338e-02 7.615e-02 7.672e-05 1.013e-02 2.270e-10 7.581e-03 3.895e-01 5.836e-02 2.590e-01 8.170e-03 1.380e-02 1.513e-08 1.378e-10 1.238e-01 +76 TP 8 7.544e-02 8.335e-02 6.553e-03 1.319e-06 1.455e-10 4.600e-02 4.711e-04 1.213e-01 1.081e-01 1.919e-03 4.326e-05 5.294e-09 1.001e-10 5.568e-01 +76 TP 9 2.047e-01 6.634e-08 4.263e-07 1.158e-02 2.070e-09 9.349e-02 5.949e-09 7.634e-07 4.945e-01 5.440e-11 3.197e-07 8.676e-02 3.179e-04 1.087e-01 +76 TP 10 2.233e-08 7.877e-09 6.805e-09 1.138e-08 1.059e-01 8.081e-09 3.358e-09 3.941e-09 1.787e-08 4.311e-09 2.591e-01 2.605e-08 6.350e-01 1.238e-08 +76 TP 11 5.494e-08 8.835e-09 5.259e-08 1.107e-04 3.964e-08 2.153e-01 8.718e-03 1.869e-08 3.505e-08 6.633e-10 8.006e-02 6.205e-05 6.957e-01 2.670e-08 +76 TP 12 8.545e-02 8.362e-10 2.534e-02 2.233e-02 6.721e-05 7.738e-09 1.987e-08 1.262e-09 1.244e-06 3.056e-11 2.008e-04 7.313e-01 3.987e-02 9.541e-02 +76 TP 13 1.164e-01 1.933e-09 2.966e-03 4.321e-07 5.775e-02 6.338e-02 9.274e-04 1.626e-03 2.874e-01 4.738e-11 7.720e-02 1.832e-01 1.538e-01 5.523e-02 +76 TP 14 7.424e-02 1.540e-07 1.882e-02 2.662e-04 1.258e-03 2.586e-07 4.520e-02 9.823e-02 2.889e-04 4.201e-11 2.682e-06 8.985e-02 2.302e-03 6.695e-01 +77 IP 1 2.610e-09 +77 IP 2 4.043e-09 +77 IP 3 2.609e-09 +77 IP 4 2.604e-09 +77 IP 5 6.155e-09 +77 IP 6 1.633e-08 +77 IP 7 2.702e-09 +77 IP 8 2.606e-09 +77 IP 9 7.553e-08 +77 IP 10 1.000e+00 +77 IP 11 2.614e-09 +77 IP 12 7.618e-09 +77 EP 1 2.683e-03 9.017e-03 3.781e-10 9.883e-01 +77 EP 2 1.000e+00 1.061e-05 5.886e-11 2.028e-10 +77 EP 3 2.881e-03 3.154e-05 9.971e-01 1.022e-10 +77 EP 4 4.134e-06 4.770e-08 6.282e-01 3.718e-01 +77 EP 5 5.706e-01 1.712e-02 4.123e-01 4.499e-10 +77 EP 6 9.257e-01 7.423e-02 5.965e-05 5.010e-11 +77 EP 7 6.188e-02 9.381e-01 5.266e-10 1.138e-09 +77 EP 8 7.538e-04 9.992e-01 6.526e-10 1.323e-09 +77 EP 9 9.461e-01 5.387e-02 1.958e-10 4.820e-10 +77 EP 10 9.552e-01 2.602e-02 4.129e-04 1.840e-02 +77 EP 11 6.512e-03 3.868e-08 7.795e-11 9.935e-01 +77 EP 12 7.963e-01 4.803e-02 3.087e-11 1.557e-01 +77 TP 1 1.089e-08 1.097e-02 7.633e-04 8.691e-11 1.492e-10 6.606e-09 6.561e-09 5.325e-02 6.369e-02 2.174e-02 8.276e-03 8.413e-01 +77 TP 2 1.725e-01 2.752e-01 1.079e-01 7.701e-11 1.162e-01 1.335e-02 1.937e-01 1.193e-03 1.850e-02 1.472e-02 8.423e-02 2.629e-03 +77 TP 3 1.240e-10 8.438e-02 3.507e-01 4.006e-03 1.494e-03 3.913e-01 7.614e-10 1.658e-02 1.515e-01 2.354e-09 1.309e-10 5.012e-10 +77 TP 4 1.456e-01 7.421e-01 9.722e-09 1.679e-08 1.084e-08 2.030e-08 3.930e-08 3.484e-08 2.894e-08 2.063e-08 1.123e-01 5.376e-08 +77 TP 5 2.358e-10 3.570e-02 1.909e-04 6.722e-10 7.793e-02 8.150e-01 8.360e-05 4.329e-02 1.290e-02 1.488e-02 2.652e-10 1.020e-09 +77 TP 6 4.659e-09 9.795e-02 5.475e-02 3.898e-03 1.253e-01 2.739e-01 1.623e-08 7.186e-02 1.014e-01 2.642e-01 6.748e-03 5.646e-08 +77 TP 7 8.803e-02 3.616e-01 4.557e-02 2.204e-09 9.728e-02 1.869e-01 6.983e-02 1.029e-01 1.624e-02 1.672e-05 3.164e-02 4.629e-06 +77 TP 8 1.244e-02 1.101e-01 1.176e-09 4.224e-10 5.793e-03 8.785e-02 3.808e-09 1.324e-07 6.868e-01 9.699e-02 2.891e-09 1.494e-05 +77 TP 9 2.867e-03 2.260e-01 1.612e-08 7.898e-11 1.982e-04 1.068e-03 2.124e-02 6.180e-02 6.560e-01 1.830e-02 1.107e-02 1.401e-03 +77 TP 10 5.445e-07 1.156e-01 8.950e-10 3.495e-11 2.335e-02 3.074e-03 1.235e-05 9.040e-08 1.029e-03 8.569e-01 6.937e-10 8.419e-05 +77 TP 11 9.320e-06 5.836e-02 4.036e-03 1.028e-10 2.473e-10 2.667e-07 6.715e-10 2.784e-09 1.149e-01 1.096e-04 3.840e-01 4.386e-01 +77 TP 12 4.402e-02 1.077e-01 2.230e-02 1.034e-10 2.370e-06 7.604e-03 1.010e-02 6.062e-02 1.523e-01 1.711e-01 4.009e-02 3.842e-01 +78 IP 1 3.107e-09 +78 IP 2 4.386e-09 +78 IP 3 1.547e-08 +78 IP 4 3.181e-09 +78 IP 5 3.116e-09 +78 IP 6 1.332e-08 +78 IP 7 3.158e-09 +78 IP 8 3.108e-09 +78 IP 9 3.025e-01 +78 IP 10 6.975e-01 +78 IP 11 3.216e-09 +78 IP 12 2.655e-08 +78 EP 1 3.359e-04 2.103e-05 2.614e-10 9.996e-01 +78 EP 2 7.504e-01 5.979e-02 5.909e-11 1.898e-01 +78 EP 3 1.000e+00 1.881e-05 1.814e-10 6.783e-11 +78 EP 4 4.545e-02 3.174e-02 9.228e-01 1.517e-10 +78 EP 5 3.462e-03 1.336e-06 9.965e-01 3.565e-10 +78 EP 6 8.107e-01 2.565e-02 1.637e-01 7.559e-11 +78 EP 7 1.985e-02 9.802e-01 1.029e-09 6.243e-10 +78 EP 8 6.650e-04 9.993e-01 9.092e-10 1.305e-09 +78 EP 9 9.722e-01 2.778e-02 1.231e-10 3.071e-10 +78 EP 10 9.622e-01 1.715e-02 1.025e-08 2.068e-02 +78 EP 11 5.443e-02 4.495e-09 1.085e-10 9.456e-01 +78 EP 12 9.870e-01 1.296e-02 2.269e-10 6.084e-09 +78 TP 1 8.298e-05 3.483e-08 5.757e-02 2.383e-09 1.349e-10 5.786e-10 1.346e-02 5.910e-02 5.055e-01 1.040e-01 1.367e-01 1.235e-01 +78 TP 2 2.432e-01 5.798e-01 4.717e-02 1.697e-09 2.891e-10 1.174e-09 7.501e-08 7.596e-09 5.898e-06 9.125e-07 6.240e-02 6.740e-02 +78 TP 3 3.315e-02 4.273e-02 4.669e-01 2.295e-02 8.976e-02 2.515e-02 1.240e-01 2.530e-02 6.581e-02 9.253e-02 1.132e-02 3.939e-04 +78 TP 4 1.313e-10 2.363e-09 1.245e-01 3.359e-01 9.791e-02 3.930e-01 1.168e-09 3.667e-09 2.376e-05 3.871e-09 1.395e-10 4.863e-02 +78 TP 5 8.478e-11 1.621e-03 1.685e-01 6.309e-02 2.008e-03 4.952e-01 1.161e-02 5.215e-02 2.030e-01 7.838e-04 9.877e-11 2.045e-03 +78 TP 6 7.038e-10 7.567e-02 1.110e-01 2.173e-02 2.939e-02 3.892e-01 2.102e-09 8.981e-02 2.021e-01 8.108e-02 7.494e-10 1.918e-09 +78 TP 7 4.713e-02 9.657e-02 5.887e-01 1.605e-02 6.086e-02 1.310e-08 6.322e-02 8.943e-02 3.359e-04 5.760e-08 3.237e-09 3.770e-02 +78 TP 8 2.555e-09 6.085e-05 1.690e-01 1.577e-09 3.320e-03 5.181e-03 1.630e-09 4.163e-02 6.919e-01 5.419e-05 1.501e-09 8.885e-02 +78 TP 9 1.702e-04 5.604e-02 2.545e-01 2.798e-07 1.489e-09 1.206e-02 3.822e-02 2.684e-03 6.097e-01 2.653e-02 3.101e-05 7.641e-08 +78 TP 10 1.160e-02 1.065e-02 1.554e-01 6.006e-10 1.389e-06 1.949e-08 6.541e-10 1.005e-08 3.082e-06 8.223e-01 1.012e-07 1.186e-09 +78 TP 11 2.715e-07 7.906e-02 1.787e-01 2.031e-02 9.662e-10 2.480e-09 2.888e-09 3.265e-02 2.409e-01 3.319e-02 3.667e-01 4.847e-02 +78 TP 12 1.607e-01 2.851e-02 9.028e-04 8.367e-02 8.341e-08 1.192e-07 3.602e-04 3.774e-01 1.625e-04 1.552e-08 1.066e-01 2.417e-01 +79 IP 1 3.066e-08 +79 IP 2 2.477e-01 +79 IP 3 4.567e-09 +79 IP 4 4.566e-09 +79 IP 5 4.566e-09 +79 IP 6 1.043e-08 +79 IP 7 5.132e-09 +79 IP 8 4.763e-09 +79 IP 9 4.648e-09 +79 IP 10 7.523e-01 +79 EP 1 9.996e-01 4.065e-04 3.537e-10 4.775e-11 +79 EP 2 8.695e-01 1.305e-01 2.507e-10 1.341e-10 +79 EP 3 1.704e-04 9.998e-01 1.452e-09 4.413e-10 +79 EP 4 1.167e-06 3.013e-01 1.788e-10 6.987e-01 +79 EP 5 3.018e-08 2.435e-02 9.757e-01 1.937e-10 +79 EP 6 9.807e-01 9.465e-10 5.473e-11 1.927e-02 +79 EP 7 1.879e-01 7.920e-09 1.032e-10 8.121e-01 +79 EP 8 7.648e-01 2.482e-02 2.104e-01 1.075e-10 +79 EP 9 1.699e-02 1.586e-07 9.830e-01 2.093e-10 +79 EP 10 9.617e-01 1.128e-02 1.394e-10 2.703e-02 +79 TP 1 4.184e-01 7.602e-04 1.182e-01 1.632e-02 1.082e-02 2.474e-02 2.915e-02 2.329e-02 8.519e-02 2.731e-01 +79 TP 2 2.520e-01 6.626e-01 9.087e-09 1.745e-07 1.185e-03 8.420e-02 1.172e-09 9.399e-09 2.643e-09 2.091e-07 +79 TP 3 3.248e-01 2.228e-01 8.146e-02 7.035e-02 7.678e-10 1.869e-01 8.746e-06 5.827e-02 5.536e-02 2.545e-09 +79 TP 4 4.347e-02 2.881e-01 7.850e-03 1.266e-01 8.866e-11 2.815e-01 7.056e-02 1.645e-09 8.687e-11 1.820e-01 +79 TP 5 8.600e-02 1.920e-05 3.576e-07 8.787e-04 3.340e-01 2.099e-01 4.860e-08 2.945e-04 3.684e-01 4.466e-04 +79 TP 6 5.805e-03 2.407e-08 1.187e-01 2.738e-01 9.161e-07 4.742e-01 9.373e-02 3.370e-02 1.559e-09 3.205e-07 +79 TP 7 1.239e-02 2.265e-01 1.040e-05 2.926e-02 3.265e-10 1.248e-01 4.496e-01 3.741e-02 4.072e-03 1.159e-01 +79 TP 8 2.611e-02 1.523e-06 4.110e-09 1.415e-09 1.930e-01 1.027e-08 1.670e-09 2.450e-01 5.359e-01 4.595e-07 +79 TP 9 3.791e-01 5.016e-01 2.288e-02 1.040e-09 8.281e-03 1.356e-06 1.856e-03 4.611e-02 4.011e-02 1.159e-05 +79 TP 10 1.897e-01 3.770e-04 9.519e-06 1.498e-02 2.294e-10 3.090e-02 3.503e-03 9.364e-06 1.668e-10 7.605e-01 +80 IP 1 4.219e-09 +80 IP 2 5.919e-09 +80 IP 3 4.308e-08 +80 IP 4 4.350e-09 +80 IP 5 1.000e+00 +80 IP 6 6.182e-09 +80 IP 7 4.223e-09 +80 IP 8 4.275e-09 +80 IP 9 4.219e-09 +80 IP 10 4.812e-09 +80 EP 1 3.704e-06 1.019e-07 2.376e-10 1.000e+00 +80 EP 2 9.030e-01 5.073e-02 4.076e-11 4.632e-02 +80 EP 3 9.998e-01 2.341e-04 2.133e-10 5.583e-10 +80 EP 4 1.245e-01 9.075e-03 8.664e-01 2.473e-10 +80 EP 5 9.795e-01 2.050e-02 1.939e-10 3.516e-09 +80 EP 6 7.781e-01 5.468e-02 1.672e-01 5.868e-11 +80 EP 7 9.572e-04 1.158e-02 9.875e-01 4.883e-10 +80 EP 8 1.947e-02 9.805e-01 1.410e-09 1.880e-09 +80 EP 9 6.038e-08 1.000e+00 1.302e-09 1.318e-08 +80 EP 10 1.914e-01 9.556e-04 1.035e-10 8.077e-01 +80 TP 1 2.959e-08 1.176e-01 1.724e-01 8.697e-04 4.717e-01 2.335e-08 5.272e-11 5.589e-03 4.666e-02 1.852e-01 +80 TP 2 4.015e-01 4.531e-01 4.942e-02 5.399e-09 1.229e-02 1.587e-02 4.557e-10 2.749e-02 8.010e-08 4.027e-02 +80 TP 3 6.215e-04 7.405e-02 5.408e-01 2.292e-02 2.464e-02 4.106e-02 1.285e-02 7.226e-02 1.701e-01 4.065e-02 +80 TP 4 9.641e-04 3.374e-02 1.360e-01 2.727e-01 1.459e-08 1.201e-01 4.365e-01 3.981e-09 1.075e-04 6.081e-09 +80 TP 5 2.393e-08 5.785e-02 1.418e-02 1.458e-09 8.542e-01 3.662e-02 9.555e-03 1.719e-02 1.039e-02 1.703e-07 +80 TP 6 6.713e-10 1.143e-06 1.034e-02 2.719e-07 1.651e-01 4.818e-01 3.272e-01 1.550e-02 1.007e-08 7.117e-10 +80 TP 7 1.082e-04 4.929e-02 2.579e-01 8.243e-02 5.262e-01 2.617e-05 1.497e-02 3.121e-09 6.906e-02 9.368e-09 +80 TP 8 6.898e-02 2.254e-01 2.607e-01 3.546e-09 1.896e-04 2.162e-01 3.453e-02 4.254e-02 1.515e-01 1.289e-08 +80 TP 9 2.346e-08 3.510e-02 3.821e-01 5.840e-10 5.255e-01 3.370e-03 5.043e-08 1.759e-08 5.389e-02 4.269e-09 +80 TP 10 5.514e-03 9.178e-02 1.736e-01 7.014e-03 2.676e-01 2.484e-02 1.644e-03 1.162e-06 3.577e-02 3.922e-01 +81 IP 1 2.156e-08 +81 IP 2 4.453e-09 +81 IP 3 5.766e-08 +81 IP 4 4.444e-09 +81 IP 5 9.992e-01 +81 IP 6 7.620e-09 +81 IP 7 1.033e-08 +81 IP 8 7.714e-04 +81 IP 9 4.598e-09 +81 IP 10 4.705e-09 +81 IP 11 4.445e-09 +81 IP 12 4.445e-09 +81 EP 1 9.999e-01 5.172e-05 2.499e-10 3.894e-10 +81 EP 2 2.235e-03 3.070e-06 1.858e-10 9.978e-01 +81 EP 3 8.321e-01 1.679e-01 1.210e-10 4.996e-10 +81 EP 4 5.738e-06 1.000e+00 7.046e-10 7.866e-10 +81 EP 5 9.792e-01 2.083e-02 2.377e-10 2.183e-10 +81 EP 6 9.415e-01 9.464e-06 4.066e-10 5.848e-02 +81 EP 7 7.725e-01 4.520e-02 5.439e-11 1.823e-01 +81 EP 8 9.661e-01 1.504e-02 1.926e-10 1.881e-02 +81 EP 9 6.991e-02 1.234e-09 1.648e-10 9.301e-01 +81 EP 10 8.859e-01 3.362e-02 8.051e-02 5.032e-11 +81 EP 11 1.912e-04 1.654e-02 9.833e-01 1.404e-10 +81 EP 12 1.053e-04 4.180e-05 9.999e-01 1.027e-09 +81 TP 1 1.455e-01 1.281e-01 2.527e-03 5.508e-01 1.597e-03 2.475e-03 1.209e-03 6.601e-03 6.480e-02 2.830e-02 6.747e-02 6.663e-04 +81 TP 2 4.204e-02 3.468e-02 2.848e-01 9.769e-03 4.205e-02 1.043e-06 4.439e-01 8.581e-02 5.349e-02 3.461e-03 1.001e-10 4.497e-11 +81 TP 3 1.236e-01 2.021e-03 3.233e-01 4.588e-09 4.887e-01 3.042e-02 1.005e-02 2.186e-02 5.924e-08 1.933e-07 8.835e-10 5.982e-10 +81 TP 4 1.406e-01 6.297e-02 3.422e-01 6.983e-02 1.550e-01 1.263e-01 1.164e-08 1.771e-04 1.220e-09 7.055e-02 1.106e-02 2.127e-02 +81 TP 5 5.387e-02 2.710e-08 1.985e-04 1.901e-06 6.875e-01 7.366e-02 1.398e-05 1.468e-01 1.335e-09 3.782e-02 4.518e-05 6.925e-05 +81 TP 6 3.728e-01 3.509e-01 1.906e-08 6.707e-09 2.112e-08 1.930e-01 5.563e-02 2.760e-02 2.242e-08 2.189e-07 2.075e-09 6.828e-10 +81 TP 7 3.616e-02 1.154e-01 2.575e-01 2.513e-05 1.462e-03 2.368e-03 5.340e-01 3.655e-05 1.670e-03 3.321e-02 1.816e-02 1.537e-09 +81 TP 8 1.434e-02 2.085e-02 2.577e-06 2.560e-02 5.936e-03 8.031e-05 1.277e-09 9.020e-01 5.825e-03 2.536e-02 1.528e-10 5.894e-10 +81 TP 9 7.195e-02 1.012e-01 2.456e-02 1.787e-08 2.153e-01 2.639e-05 1.107e-01 4.979e-02 4.039e-01 1.869e-02 3.893e-03 5.625e-10 +81 TP 10 1.220e-03 1.052e-09 1.529e-08 1.538e-06 3.196e-08 5.386e-09 2.936e-09 5.675e-08 1.027e-09 3.376e-01 2.235e-01 4.377e-01 +81 TP 11 1.022e-01 1.913e-03 2.096e-01 2.584e-03 2.314e-01 2.384e-02 8.833e-08 1.021e-03 6.471e-10 6.343e-02 3.640e-01 5.724e-06 +81 TP 12 9.480e-02 5.235e-04 3.605e-01 2.701e-02 4.458e-01 4.527e-09 2.243e-08 3.966e-08 2.964e-04 7.009e-02 4.484e-04 5.092e-04 +82 IP 1 2.966e-08 +82 IP 2 4.456e-09 +82 IP 3 4.800e-09 +82 IP 4 1.000e+00 +82 IP 5 1.367e-08 +82 IP 6 5.314e-09 +82 IP 7 4.524e-09 +82 IP 8 4.450e-09 +82 IP 9 1.592e-08 +82 IP 10 4.535e-09 +82 EP 1 1.000e+00 1.183e-07 2.038e-10 1.009e-10 +82 EP 2 2.840e-03 1.011e-01 1.526e-10 8.961e-01 +82 EP 3 8.543e-02 3.259e-01 5.887e-01 5.171e-10 +82 EP 4 1.000e+00 1.411e-07 4.113e-11 2.265e-10 +82 EP 5 8.615e-01 6.511e-07 4.743e-11 1.385e-01 +82 EP 6 1.595e-01 8.405e-01 1.377e-09 1.609e-09 +82 EP 7 4.021e-02 4.839e-09 1.639e-10 9.598e-01 +82 EP 8 1.373e-03 9.986e-01 4.934e-10 2.172e-09 +82 EP 9 7.865e-01 6.607e-02 1.474e-01 9.813e-11 +82 EP 10 3.331e-02 1.697e-09 9.667e-01 1.591e-10 +82 TP 1 4.937e-01 1.365e-02 9.293e-02 7.100e-02 1.498e-01 3.344e-03 1.490e-02 1.200e-01 6.255e-03 3.443e-02 +82 TP 2 4.382e-02 6.427e-02 1.644e-10 5.427e-01 2.555e-01 4.041e-02 5.310e-02 2.582e-04 5.481e-10 2.654e-10 +82 TP 3 7.026e-01 5.215e-10 1.131e-01 7.012e-08 4.937e-04 4.720e-02 2.420e-03 1.594e-02 4.947e-02 6.884e-02 +82 TP 4 3.718e-02 4.533e-02 7.157e-10 8.291e-01 8.404e-06 2.702e-03 4.866e-04 1.595e-02 6.777e-02 1.520e-03 +82 TP 5 2.139e-01 9.965e-02 5.199e-10 2.032e-05 5.303e-01 2.076e-06 3.387e-02 1.177e-01 1.548e-09 4.635e-03 +82 TP 6 5.550e-01 1.589e-02 2.953e-09 3.294e-01 2.846e-02 7.075e-02 1.148e-09 4.580e-09 4.414e-04 1.108e-09 +82 TP 7 2.084e-01 2.196e-01 1.014e-09 9.846e-03 2.064e-01 3.229e-06 3.408e-01 1.526e-05 3.217e-09 1.490e-02 +82 TP 8 3.075e-01 3.562e-02 2.491e-02 1.528e-01 2.860e-01 6.388e-02 7.545e-10 5.231e-02 7.459e-02 2.359e-03 +82 TP 9 1.418e-02 3.374e-10 1.114e-05 3.869e-01 2.471e-09 3.267e-02 8.160e-10 1.617e-04 5.431e-01 2.296e-02 +82 TP 10 3.583e-01 9.841e-10 1.937e-02 3.180e-02 1.926e-02 3.568e-02 5.126e-10 5.132e-04 1.494e-01 3.858e-01 +83 IP 1 5.263e-09 +83 IP 2 1.071e-08 +83 IP 3 5.305e-09 +83 IP 4 3.790e-07 +83 IP 5 4.800e-08 +83 IP 6 5.265e-09 +83 IP 7 2.567e-08 +83 IP 8 5.263e-09 +83 IP 9 5.299e-09 +83 IP 10 1.000e+00 +83 IP 11 2.491e-08 +83 IP 12 5.263e-09 +83 EP 1 5.828e-06 1.000e+00 9.806e-10 3.567e-09 +83 EP 2 9.918e-01 8.191e-03 2.021e-10 7.366e-10 +83 EP 3 9.793e-03 9.902e-01 1.746e-09 3.748e-09 +83 EP 4 9.666e-01 3.336e-02 4.004e-07 1.036e-09 +83 EP 5 8.852e-01 1.148e-01 1.103e-09 1.765e-05 +83 EP 6 5.738e-04 1.309e-02 1.343e-10 9.863e-01 +83 EP 7 8.619e-01 2.871e-02 5.011e-11 1.094e-01 +83 EP 8 1.041e-06 5.968e-09 1.000e+00 4.459e-10 +83 EP 9 7.262e-03 3.321e-02 4.953e-10 9.595e-01 +83 EP 10 9.774e-01 2.258e-02 7.071e-11 4.203e-10 +83 EP 11 8.594e-01 3.183e-02 1.087e-01 8.520e-11 +83 EP 12 6.420e-05 1.306e-02 9.869e-01 2.637e-10 +83 TP 1 1.825e-02 7.004e-03 6.086e-09 3.225e-01 6.856e-02 1.202e-02 2.307e-08 1.096e-09 4.222e-06 5.431e-01 1.976e-02 8.824e-03 +83 TP 2 5.999e-03 3.816e-01 1.687e-01 3.598e-03 6.185e-02 1.225e-01 5.242e-04 9.491e-03 1.102e-01 5.210e-05 4.692e-02 8.861e-02 +83 TP 3 1.327e-01 3.380e-01 3.008e-02 1.505e-01 9.353e-06 2.550e-02 9.064e-08 7.906e-09 6.705e-02 7.900e-07 2.068e-01 4.936e-02 +83 TP 4 1.710e-01 1.196e-01 2.601e-02 4.253e-01 1.557e-01 3.399e-02 1.034e-08 1.243e-05 8.540e-04 4.805e-06 9.552e-04 6.654e-02 +83 TP 5 5.929e-04 3.117e-01 3.817e-03 4.602e-02 6.016e-01 2.918e-02 1.479e-08 5.171e-09 3.492e-07 7.359e-06 5.576e-05 7.059e-03 +83 TP 6 3.040e-03 1.115e-01 1.259e-05 9.638e-03 1.419e-01 3.156e-01 4.128e-01 4.798e-03 1.090e-05 6.627e-04 1.992e-09 2.082e-07 +83 TP 7 6.195e-02 1.581e-02 1.181e-06 9.134e-05 9.352e-02 5.518e-02 4.020e-01 3.537e-03 2.851e-02 2.527e-01 7.890e-02 7.891e-03 +83 TP 8 3.450e-09 7.309e-02 2.941e-09 1.396e-07 1.185e-07 8.095e-10 6.917e-09 3.350e-01 1.242e-09 2.404e-04 3.241e-01 2.676e-01 +83 TP 9 4.100e-02 2.060e-04 2.626e-08 2.063e-05 1.076e-04 6.332e-02 6.179e-01 7.111e-04 5.736e-04 2.762e-01 7.142e-10 1.406e-10 +83 TP 10 4.716e-08 1.994e-02 1.510e-02 2.324e-07 1.320e-06 7.142e-09 1.217e-03 2.074e-07 3.925e-02 8.394e-01 8.508e-02 2.826e-08 +83 TP 11 1.902e-02 5.632e-04 8.322e-06 1.169e-05 3.546e-05 2.027e-09 1.857e-09 5.042e-03 5.336e-10 4.427e-01 4.579e-01 7.477e-02 +83 TP 12 5.389e-02 6.232e-02 2.057e-08 2.856e-01 6.972e-02 3.196e-03 3.670e-09 5.400e-02 2.643e-06 3.729e-08 3.328e-01 1.385e-01 +84 IP 1 8.614e-08 +84 IP 2 5.348e-09 +84 IP 3 5.348e-09 +84 IP 4 5.838e-09 +84 IP 5 1.000e+00 +84 IP 6 5.348e-09 +84 IP 7 6.296e-09 +84 IP 8 2.173e-08 +84 IP 9 2.213e-08 +84 EP 1 9.829e-01 1.709e-02 1.553e-10 5.209e-10 +84 EP 2 3.182e-06 9.863e-01 1.404e-09 1.370e-02 +84 EP 3 4.465e-05 3.996e-01 6.004e-01 7.195e-10 +84 EP 4 1.313e-01 1.592e-02 8.528e-01 1.320e-10 +84 EP 5 9.996e-01 4.407e-04 2.814e-08 8.627e-11 +84 EP 6 8.036e-08 1.000e+00 1.054e-09 1.915e-09 +84 EP 7 2.168e-01 1.892e-02 1.232e-10 7.643e-01 +84 EP 8 7.759e-01 1.352e-02 2.105e-01 1.453e-10 +84 EP 9 8.001e-01 2.547e-02 4.249e-11 1.745e-01 +84 TP 1 5.501e-01 5.593e-02 2.441e-02 4.513e-02 1.720e-07 8.045e-02 8.306e-02 5.681e-02 1.041e-01 +84 TP 2 5.513e-01 3.786e-02 2.948e-03 6.956e-09 3.838e-01 2.217e-09 4.740e-05 7.511e-09 2.413e-02 +84 TP 3 1.510e-01 4.747e-02 4.106e-02 4.144e-06 6.207e-01 8.634e-03 3.388e-10 1.311e-01 9.529e-10 +84 TP 4 7.467e-02 6.752e-09 1.569e-02 4.106e-01 2.921e-01 2.282e-09 3.379e-10 2.070e-01 1.181e-09 +84 TP 5 1.190e-09 6.287e-10 2.975e-02 1.078e-02 8.349e-01 1.682e-02 6.598e-07 1.509e-08 1.077e-01 +84 TP 6 3.312e-01 1.027e-01 4.183e-02 3.496e-02 4.067e-05 3.918e-02 4.601e-02 7.260e-02 3.315e-01 +84 TP 7 3.490e-01 3.023e-02 5.426e-10 1.071e-02 2.085e-08 9.724e-04 4.183e-01 5.190e-08 1.908e-01 +84 TP 8 3.066e-01 1.048e-01 1.300e-01 4.465e-04 9.647e-09 2.913e-03 1.755e-02 4.370e-01 6.541e-04 +84 TP 9 7.948e-02 4.105e-02 1.215e-10 2.307e-10 3.100e-01 3.215e-03 3.220e-02 5.730e-10 5.341e-01 +85 IP 1 1.099e-07 +85 IP 2 6.242e-09 +85 IP 3 5.892e-09 +85 IP 4 5.749e-09 +85 IP 5 6.027e-09 +85 IP 6 8.008e-09 +85 IP 7 2.607e-08 +85 IP 8 1.000e+00 +85 IP 9 6.035e-09 +85 IP 10 7.468e-09 +85 EP 1 9.883e-01 1.174e-02 8.005e-08 9.342e-11 +85 EP 2 9.082e-01 6.055e-03 8.574e-02 7.164e-11 +85 EP 3 4.071e-02 2.678e-02 9.325e-01 1.801e-10 +85 EP 4 3.928e-04 2.643e-08 9.996e-01 1.075e-09 +85 EP 5 4.498e-02 9.550e-01 9.648e-10 1.791e-09 +85 EP 6 3.612e-01 6.388e-01 8.195e-10 7.431e-10 +85 EP 7 9.674e-01 3.260e-02 1.105e-10 1.418e-09 +85 EP 8 9.714e-01 1.218e-02 6.621e-11 1.646e-02 +85 EP 9 6.176e-02 3.661e-03 6.234e-10 9.346e-01 +85 EP 10 3.554e-01 8.284e-03 9.203e-11 6.363e-01 +85 TP 1 2.753e-01 1.054e-02 3.082e-02 1.018e-02 5.737e-02 3.549e-02 9.699e-02 4.631e-01 1.516e-07 2.022e-02 +85 TP 2 3.212e-03 3.804e-01 1.981e-01 4.067e-01 5.703e-08 6.295e-05 8.369e-06 1.144e-02 1.631e-09 3.345e-09 +85 TP 3 3.312e-01 5.624e-02 3.772e-01 8.974e-06 3.433e-02 3.029e-09 1.939e-01 6.751e-09 2.251e-09 7.072e-03 +85 TP 4 9.180e-01 3.653e-04 6.999e-05 3.183e-07 5.963e-02 2.194e-02 3.541e-05 2.201e-07 9.496e-10 4.016e-09 +85 TP 5 2.513e-01 1.098e-02 7.506e-09 5.570e-03 2.452e-02 3.994e-09 3.820e-01 3.257e-01 1.379e-08 2.281e-09 +85 TP 6 1.237e-01 7.248e-02 2.028e-02 3.349e-02 1.108e-01 3.585e-02 4.569e-01 7.521e-02 6.472e-02 6.544e-03 +85 TP 7 6.065e-02 1.650e-02 2.409e-02 2.733e-09 4.821e-02 1.310e-01 5.945e-01 1.195e-02 1.108e-01 2.252e-03 +85 TP 8 1.339e-03 2.008e-02 2.422e-10 1.354e-10 5.388e-05 3.430e-02 1.922e-03 9.201e-01 1.180e-02 1.037e-02 +85 TP 9 5.005e-02 1.539e-05 3.986e-10 6.215e-11 5.448e-02 6.991e-05 3.553e-01 2.144e-01 2.047e-08 3.256e-01 +85 TP 10 6.881e-02 2.157e-02 6.597e-03 5.397e-10 3.341e-02 2.685e-03 2.220e-01 1.771e-01 9.366e-03 4.585e-01 +86 IP 1 2.312e-08 +86 IP 2 8.284e-01 +86 IP 3 9.630e-09 +86 IP 4 7.046e-09 +86 IP 5 1.716e-01 +86 IP 6 7.052e-09 +86 IP 7 7.051e-09 +86 IP 8 1.047e-08 +86 EP 1 1.000e+00 1.744e-08 8.411e-11 1.270e-10 +86 EP 2 9.955e-01 4.549e-03 7.555e-11 2.036e-10 +86 EP 3 3.942e-01 2.002e-02 5.858e-01 8.923e-11 +86 EP 4 4.598e-04 9.995e-01 1.460e-09 1.906e-09 +86 EP 5 9.967e-01 3.293e-03 2.392e-10 3.342e-10 +86 EP 6 2.275e-03 9.977e-01 1.111e-09 1.089e-09 +86 EP 7 1.225e-03 7.372e-06 3.814e-01 6.174e-01 +86 EP 8 4.768e-01 2.695e-02 5.273e-11 4.963e-01 +86 TP 1 4.612e-01 1.558e-01 9.412e-02 5.102e-05 7.232e-03 8.287e-02 3.428e-02 1.644e-01 +86 TP 2 7.584e-02 8.634e-01 1.606e-04 2.383e-03 3.515e-02 8.398e-04 2.213e-02 6.531e-05 +86 TP 3 2.076e-01 1.099e-01 4.556e-01 4.754e-02 1.704e-01 4.353e-03 1.591e-10 4.531e-03 +86 TP 4 3.424e-01 1.989e-01 2.249e-05 3.302e-02 4.197e-01 2.761e-08 5.974e-03 4.039e-08 +86 TP 5 2.470e-01 2.659e-02 1.714e-02 1.660e-01 5.376e-01 5.713e-03 2.283e-09 5.643e-07 +86 TP 6 4.866e-01 1.512e-08 1.154e-01 1.410e-01 1.637e-04 6.124e-02 4.130e-02 1.543e-01 +86 TP 7 4.172e-02 6.196e-01 2.628e-10 3.778e-02 2.948e-01 6.066e-03 1.364e-10 5.700e-10 +86 TP 8 1.771e-01 1.066e-01 8.433e-03 3.538e-02 1.463e-01 1.929e-03 2.277e-10 5.243e-01 +87 IP 1 2.480e-02 +87 IP 2 8.059e-09 +87 IP 3 7.736e-09 +87 IP 4 3.359e-08 +87 IP 5 7.746e-09 +87 IP 6 9.202e-09 +87 IP 7 9.752e-01 +87 IP 8 8.215e-08 +87 IP 9 9.939e-09 +87 IP 10 9.452e-09 +87 EP 1 9.959e-01 4.132e-03 9.632e-11 4.549e-08 +87 EP 2 9.953e-02 1.565e-02 8.848e-01 3.057e-10 +87 EP 3 5.725e-03 5.526e-07 9.943e-01 3.093e-10 +87 EP 4 8.916e-01 1.084e-01 2.508e-10 3.237e-10 +87 EP 5 6.320e-03 9.937e-01 2.151e-09 2.353e-09 +87 EP 6 1.523e-01 8.477e-01 1.168e-09 1.458e-09 +87 EP 7 9.894e-01 1.056e-02 8.453e-11 8.671e-11 +87 EP 8 9.166e-01 2.289e-02 6.052e-02 1.777e-10 +87 EP 9 2.280e-01 4.311e-04 3.570e-10 7.715e-01 +87 EP 10 3.058e-01 1.758e-02 1.584e-10 6.766e-01 +87 TP 1 3.939e-01 1.286e-02 6.867e-03 1.618e-01 4.851e-02 6.907e-02 1.605e-01 8.057e-03 9.779e-02 4.066e-02 +87 TP 2 1.085e-01 2.674e-01 3.247e-01 3.927e-08 1.688e-04 1.120e-03 1.474e-04 2.980e-01 5.531e-10 8.008e-09 +87 TP 3 4.633e-04 4.629e-02 4.995e-02 6.864e-09 3.367e-02 1.594e-02 5.344e-01 3.191e-01 1.393e-10 2.512e-04 +87 TP 4 1.979e-03 2.537e-02 7.437e-02 5.884e-01 1.202e-06 1.477e-01 6.905e-03 1.175e-03 8.611e-02 6.807e-02 +87 TP 5 4.885e-01 1.657e-09 1.756e-07 3.605e-07 4.908e-03 9.685e-05 5.051e-01 1.209e-03 1.695e-05 2.248e-04 +87 TP 6 2.945e-01 2.575e-03 1.951e-02 2.604e-02 9.292e-02 1.978e-02 2.546e-01 2.308e-01 4.748e-02 1.185e-02 +87 TP 7 2.579e-02 1.388e-04 1.476e-02 2.087e-02 1.628e-09 6.845e-03 9.051e-01 3.046e-04 2.621e-02 1.872e-06 +87 TP 8 1.822e-01 2.357e-02 9.059e-02 3.041e-03 4.977e-02 1.190e-01 4.969e-02 4.386e-01 1.423e-09 4.357e-02 +87 TP 9 3.190e-01 4.415e-10 9.226e-11 4.372e-06 2.358e-02 2.468e-02 4.996e-01 1.138e-09 6.994e-02 6.323e-02 +87 TP 10 2.993e-01 1.107e-02 1.903e-03 6.032e-02 2.888e-02 3.170e-03 2.486e-03 5.808e-03 1.913e-01 3.958e-01 +88 IP 1 9.009e-09 +88 IP 2 4.275e-01 +88 IP 3 5.725e-01 +88 IP 4 1.189e-08 +88 IP 5 9.176e-09 +88 IP 6 3.057e-07 +88 IP 7 1.051e-08 +88 IP 8 9.034e-09 +88 EP 1 6.665e-06 1.000e+00 3.775e-07 8.871e-10 +88 EP 2 9.999e-01 1.884e-05 3.306e-05 6.473e-11 +88 EP 3 9.865e-01 4.230e-06 2.532e-10 1.353e-02 +88 EP 4 3.522e-01 2.837e-09 2.562e-10 6.478e-01 +88 EP 5 1.921e-02 4.629e-03 2.277e-10 9.762e-01 +88 EP 6 9.358e-01 6.418e-02 5.462e-11 4.385e-10 +88 EP 7 2.157e-01 1.450e-02 7.698e-01 2.627e-10 +88 EP 8 2.546e-03 2.216e-03 9.952e-01 7.394e-10 +88 TP 1 6.425e-02 4.261e-01 1.534e-03 7.432e-05 2.071e-02 4.466e-01 1.222e-02 2.849e-02 +88 TP 2 5.899e-02 4.292e-01 2.865e-01 6.618e-04 1.698e-03 1.489e-01 2.434e-02 4.968e-02 +88 TP 3 4.204e-09 1.494e-01 8.133e-01 1.308e-07 1.271e-02 2.457e-02 9.786e-09 9.688e-10 +88 TP 4 7.789e-05 1.745e-01 3.034e-02 3.067e-01 1.890e-01 2.747e-01 1.879e-02 5.956e-03 +88 TP 5 2.261e-02 2.180e-06 1.551e-01 1.389e-01 9.676e-02 5.843e-01 2.341e-03 1.032e-10 +88 TP 6 6.233e-02 1.038e-01 6.560e-02 1.231e-07 8.987e-02 6.480e-01 2.162e-02 8.860e-03 +88 TP 7 4.316e-03 3.460e-02 6.145e-09 6.660e-03 9.084e-10 4.374e-01 3.719e-01 1.452e-01 +88 TP 8 7.691e-02 9.198e-01 7.963e-09 1.798e-08 4.096e-10 2.341e-03 9.765e-04 1.723e-07 +89 IP 1 8.796e-01 +89 IP 2 8.132e-09 +89 IP 3 1.216e-08 +89 IP 4 1.204e-01 +89 IP 5 9.643e-09 +89 IP 6 2.034e-08 +89 IP 7 1.943e-07 +89 EP 1 9.859e-01 2.847e-06 2.602e-07 1.411e-02 +89 EP 2 2.075e-04 9.998e-01 1.703e-09 3.995e-09 +89 EP 3 3.835e-01 2.081e-02 1.048e-10 5.956e-01 +89 EP 4 9.988e-01 2.239e-09 1.995e-10 1.195e-03 +89 EP 5 1.971e-01 1.862e-02 7.843e-01 1.648e-10 +89 EP 6 5.540e-01 4.460e-01 1.276e-09 6.229e-10 +89 EP 7 9.152e-01 1.908e-02 6.571e-02 5.478e-11 +89 TP 1 8.661e-01 1.343e-02 2.582e-02 3.523e-03 2.154e-04 2.394e-05 9.088e-02 +89 TP 2 5.680e-02 3.296e-02 1.422e-01 2.156e-01 5.065e-02 2.925e-01 2.093e-01 +89 TP 3 2.668e-01 5.516e-10 3.551e-01 2.682e-01 4.173e-03 1.058e-01 2.043e-09 +89 TP 4 2.412e-02 6.435e-02 1.939e-01 4.378e-01 5.633e-02 2.235e-01 6.639e-08 +89 TP 5 1.467e-03 8.200e-09 1.446e-03 2.191e-01 3.410e-01 7.712e-02 3.598e-01 +89 TP 6 2.413e-01 1.239e-07 2.716e-02 3.406e-01 5.050e-07 1.027e-01 2.882e-01 +89 TP 7 2.621e-01 1.606e-04 6.407e-10 5.958e-03 3.815e-02 1.234e-01 5.702e-01 +90 IP 1 9.197e-01 +90 IP 2 9.345e-09 +90 IP 3 2.276e-08 +90 IP 4 1.659e-08 +90 IP 5 1.310e-08 +90 IP 6 4.372e-05 +90 IP 7 2.978e-07 +90 IP 8 8.026e-02 +90 IP 9 4.808e-08 +90 IP 10 1.080e-08 +90 EP 1 9.977e-01 2.318e-03 6.029e-07 7.118e-08 +90 EP 2 4.552e-01 5.402e-02 4.908e-01 1.092e-10 +90 EP 3 9.331e-01 6.691e-02 2.155e-09 1.703e-09 +90 EP 4 9.136e-01 8.637e-02 2.055e-08 1.626e-08 +90 EP 5 5.747e-01 4.245e-01 1.220e-06 7.961e-04 +90 EP 6 9.972e-01 2.668e-03 6.430e-05 4.301e-05 +90 EP 7 9.862e-01 9.997e-03 3.794e-03 3.040e-10 +90 EP 8 1.000e+00 5.482e-08 1.832e-07 2.456e-06 +90 EP 9 8.311e-01 3.093e-03 1.088e-09 1.658e-01 +90 EP 10 6.034e-01 1.261e-02 7.277e-11 3.840e-01 +90 TP 1 8.455e-02 4.470e-02 7.976e-03 4.090e-04 7.010e-02 6.547e-01 7.512e-03 1.217e-05 1.286e-01 1.396e-03 +90 TP 2 8.210e-02 3.817e-01 7.188e-03 8.394e-05 6.863e-02 2.521e-01 2.055e-01 1.630e-05 7.080e-10 2.740e-03 +90 TP 3 2.772e-02 1.577e-01 1.563e-02 4.791e-04 9.899e-02 2.145e-01 7.905e-02 7.298e-07 1.462e-01 2.598e-01 +90 TP 4 9.003e-02 2.624e-01 6.079e-02 6.136e-04 1.469e-01 1.322e-02 5.490e-02 1.839e-05 1.131e-01 2.580e-01 +90 TP 5 5.961e-02 4.426e-02 8.255e-02 4.148e-03 2.084e-01 1.636e-01 3.272e-01 6.745e-07 2.625e-02 8.399e-02 +90 TP 6 4.426e-01 1.699e-02 5.044e-03 3.664e-04 6.027e-03 4.634e-01 1.141e-02 8.683e-05 2.038e-02 3.363e-02 +90 TP 7 1.455e-01 1.191e-01 1.238e-02 1.311e-03 3.937e-01 6.209e-03 1.970e-01 7.308e-06 4.062e-03 1.207e-01 +90 TP 8 3.448e-01 2.236e-04 3.333e-03 1.045e-04 3.047e-03 4.343e-01 1.684e-03 2.720e-02 1.850e-01 2.960e-04 +90 TP 9 4.416e-01 1.046e-08 6.007e-03 3.129e-05 4.724e-02 3.808e-01 4.293e-03 1.098e-06 9.603e-02 2.400e-02 +90 TP 10 1.836e-01 8.318e-03 3.370e-03 3.621e-04 1.157e-01 3.046e-02 1.047e-01 2.248e-06 3.118e-02 5.223e-01 +91 IP 1 2.071e-09 +91 IP 2 1.892e-01 +91 IP 3 8.108e-01 +91 IP 4 3.171e-09 +91 IP 5 2.588e-09 +91 IP 6 3.093e-09 +91 IP 7 2.387e-09 +91 IP 8 8.246e-09 +91 EP 1 2.497e-04 9.998e-01 1.996e-09 4.077e-09 +91 EP 2 9.998e-01 1.582e-04 5.891e-11 1.804e-10 +91 EP 3 9.863e-01 1.024e-10 6.393e-03 7.266e-03 +91 EP 4 3.195e-01 6.805e-01 8.793e-10 1.534e-09 +91 EP 5 2.199e-01 4.035e-08 3.339e-10 7.801e-01 +91 EP 6 4.317e-01 2.136e-02 2.207e-10 5.470e-01 +91 EP 7 1.940e-01 7.017e-05 8.059e-01 3.484e-10 +91 EP 8 7.477e-01 3.744e-02 2.149e-01 1.339e-10 +91 TP 1 3.267e-02 1.363e-01 1.040e-08 2.970e-01 1.709e-01 6.773e-06 4.407e-02 3.191e-01 +91 TP 2 2.118e-02 5.467e-01 2.028e-01 7.419e-02 7.305e-02 4.591e-09 9.454e-03 7.257e-02 +91 TP 3 9.962e-09 1.413e-01 8.538e-01 2.472e-10 1.919e-03 1.942e-09 3.029e-03 1.815e-07 +91 TP 4 4.338e-09 8.961e-01 4.217e-09 5.929e-02 1.273e-02 1.207e-08 8.019e-09 3.184e-02 +91 TP 5 6.072e-07 5.999e-01 7.708e-02 6.531e-02 6.244e-02 1.952e-01 1.112e-04 4.434e-10 +91 TP 6 1.521e-09 5.121e-01 2.002e-05 4.870e-02 1.450e-01 2.719e-01 2.220e-02 2.835e-06 +91 TP 7 2.573e-09 7.905e-02 2.292e-01 2.865e-03 8.814e-10 4.247e-03 3.262e-01 3.585e-01 +91 TP 8 3.471e-06 4.305e-01 3.603e-05 1.162e-01 8.924e-10 1.009e-07 3.654e-02 4.168e-01 diff --git a/mess/data/models/pbsim3/ERRHMM-RSII.model b/mess/data/models/pbsim3/ERRHMM-RSII.model new file mode 100644 index 0000000..d9f7cb0 --- /dev/null +++ b/mess/data/models/pbsim3/ERRHMM-RSII.model @@ -0,0 +1,696 @@ +73 IP 1 9.561e-10 +73 IP 2 5.269e-04 +73 IP 3 8.734e-10 +73 IP 4 8.735e-10 +73 IP 5 9.995e-01 +73 IP 6 4.361e-08 +73 EP 1 5.475e-01 1.931e-07 4.525e-01 5.433e-08 +73 EP 2 9.817e-01 1.311e-05 1.832e-02 3.627e-08 +73 EP 3 1.487e-07 4.178e-09 1.000e+00 4.039e-09 +73 EP 4 1.212e-03 5.244e-05 8.617e-07 9.987e-01 +73 EP 5 8.719e-01 2.116e-02 4.134e-10 1.070e-01 +73 EP 6 6.625e-01 6.217e-03 3.313e-01 1.112e-10 +73 TP 1 1.893e-01 7.973e-01 1.338e-02 5.837e-08 2.298e-06 1.940e-06 +73 TP 2 6.837e-02 4.655e-01 4.517e-03 1.654e-02 1.549e-03 4.435e-01 +73 TP 3 5.373e-02 2.434e-02 9.219e-01 3.937e-09 2.780e-06 4.251e-06 +73 TP 4 4.310e-03 8.347e-03 3.121e-03 2.709e-02 2.926e-06 9.571e-01 +73 TP 5 5.677e-12 9.551e-12 6.032e-05 2.747e-06 7.789e-01 2.211e-01 +73 TP 6 2.405e-12 7.693e-12 1.451e-10 1.974e-12 1.061e-01 8.939e-01 +74 IP 1 9.463e-01 +74 IP 2 8.725e-10 +74 IP 3 1.852e-04 +74 IP 4 8.696e-10 +74 IP 5 1.114e-09 +74 IP 6 8.696e-10 +74 IP 7 8.696e-10 +74 IP 8 5.355e-02 +74 IP 9 1.924e-09 +74 IP 10 2.732e-09 +74 EP 1 1.000e+00 2.585e-05 2.547e-09 1.399e-05 +74 EP 2 6.570e-01 5.648e-03 3.374e-01 1.233e-08 +74 EP 3 7.072e-01 1.186e-02 9.045e-03 2.719e-01 +74 EP 4 2.773e-07 1.052e-08 1.607e-09 1.000e+00 +74 EP 5 2.834e-01 2.857e-05 7.166e-01 2.799e-10 +74 EP 6 4.729e-05 1.044e-01 2.588e-09 8.956e-01 +74 EP 7 3.056e-05 2.210e-05 9.999e-01 7.552e-11 +74 EP 8 7.423e-01 4.324e-02 4.731e-02 1.671e-01 +74 EP 9 5.440e-01 4.548e-01 1.216e-03 2.193e-08 +74 EP 10 9.232e-01 1.768e-03 7.501e-02 7.364e-11 +74 TP 1 6.839e-01 9.497e-12 1.870e-05 2.677e-02 5.853e-04 9.143e-02 4.683e-03 5.870e-10 1.824e-02 1.743e-01 +74 TP 2 4.282e-08 8.229e-01 1.767e-01 1.634e-08 2.121e-08 2.238e-08 3.314e-04 5.696e-07 4.218e-06 2.054e-08 +74 TP 3 1.134e-05 6.265e-02 5.348e-01 6.534e-02 2.421e-08 1.192e-01 1.626e-07 2.171e-01 7.948e-04 2.865e-08 +74 TP 4 1.560e-01 1.911e-03 3.411e-04 1.970e-01 3.384e-01 1.873e-01 1.189e-01 3.970e-08 2.269e-05 5.963e-05 +74 TP 5 5.738e-02 7.015e-12 7.338e-12 6.077e-11 1.818e-01 9.699e-10 7.051e-02 3.750e-10 3.948e-03 6.864e-01 +74 TP 6 4.029e-01 7.915e-11 9.925e-10 4.918e-03 2.967e-03 6.938e-02 1.310e-02 4.739e-09 9.471e-08 5.067e-01 +74 TP 7 9.979e-02 3.111e-11 3.230e-11 7.007e-11 9.883e-02 2.534e-10 5.066e-01 1.228e-09 1.728e-03 2.930e-01 +74 TP 8 7.605e-09 6.281e-10 2.061e-04 6.731e-09 7.696e-09 6.654e-09 5.322e-09 9.998e-01 8.489e-09 7.864e-09 +74 TP 9 2.375e-01 2.105e-10 4.377e-10 1.545e-09 3.042e-02 2.553e-02 1.474e-05 5.298e-09 4.351e-02 6.630e-01 +74 TP 10 4.350e-02 2.445e-12 3.216e-12 8.520e-08 2.498e-01 2.080e-02 1.697e-02 1.518e-10 1.773e-02 6.512e-01 +75 IP 1 1.001e-09 +75 IP 2 9.071e-02 +75 IP 3 8.482e-10 +75 IP 4 9.038e-10 +75 IP 5 8.523e-01 +75 IP 6 8.482e-10 +75 IP 7 5.701e-02 +75 IP 8 1.132e-08 +75 IP 9 1.408e-08 +75 EP 1 7.437e-01 1.030e-03 2.552e-01 9.391e-11 +75 EP 2 9.803e-01 5.896e-04 1.743e-02 1.649e-03 +75 EP 3 2.138e-04 6.049e-10 9.998e-01 5.774e-10 +75 EP 4 7.740e-01 4.419e-03 9.316e-09 2.215e-01 +75 EP 5 9.552e-01 3.923e-02 5.614e-03 1.915e-07 +75 EP 6 3.457e-07 3.891e-01 7.558e-03 6.034e-01 +75 EP 7 7.525e-01 1.562e-02 3.115e-02 2.007e-01 +75 EP 8 5.868e-01 1.274e-10 4.132e-01 9.659e-11 +75 EP 9 8.014e-01 6.821e-10 5.689e-10 1.986e-01 +75 TP 1 9.402e-01 3.580e-02 2.242e-02 6.837e-04 7.026e-10 8.628e-04 8.625e-11 9.651e-10 2.027e-09 +75 TP 2 2.868e-01 4.363e-01 3.318e-02 5.401e-02 1.753e-01 8.430e-03 1.476e-09 4.594e-08 5.922e-03 +75 TP 3 2.121e-01 2.613e-02 7.618e-01 6.631e-10 1.371e-08 5.842e-10 6.079e-10 1.916e-08 7.176e-09 +75 TP 4 5.653e-01 1.098e-01 9.498e-02 2.224e-01 2.952e-08 8.803e-09 8.097e-09 7.467e-03 1.413e-05 +75 TP 5 7.418e-11 3.052e-11 1.019e-09 1.193e-10 5.850e-01 1.707e-11 1.027e-10 1.807e-01 2.343e-01 +75 TP 6 3.957e-01 4.698e-01 5.277e-08 5.601e-08 1.175e-07 1.322e-02 5.064e-08 1.213e-01 1.142e-07 +75 TP 7 1.511e-11 1.497e-11 1.519e-11 1.490e-11 3.911e-10 1.476e-11 9.989e-01 1.430e-09 1.114e-03 +75 TP 8 4.296e-11 3.289e-06 1.326e-04 2.013e-11 1.988e-01 6.185e-12 1.184e-10 7.688e-01 3.221e-02 +75 TP 9 7.466e-09 7.699e-11 2.019e-04 1.882e-04 2.294e-01 1.320e-11 4.827e-04 2.520e-01 5.178e-01 +76 IP 1 1.348e-01 +76 IP 2 2.809e-02 +76 IP 3 1.360e-09 +76 IP 4 2.245e-09 +76 IP 5 9.833e-10 +76 IP 6 2.722e-09 +76 IP 7 9.848e-10 +76 IP 8 9.833e-10 +76 IP 9 1.500e-09 +76 IP 10 3.589e-08 +76 IP 11 8.357e-01 +76 IP 12 1.040e-09 +76 IP 13 1.336e-03 +76 IP 14 9.833e-10 +76 IP 15 9.833e-10 +76 IP 16 9.889e-10 +76 IP 17 2.466e-09 +76 EP 1 9.273e-01 4.325e-02 2.946e-02 1.403e-09 +76 EP 2 7.637e-01 8.783e-02 6.364e-02 8.484e-02 +76 EP 3 8.631e-01 4.296e-05 1.368e-01 1.908e-10 +76 EP 4 9.982e-01 2.070e-04 1.630e-03 1.073e-09 +76 EP 5 1.799e-09 4.465e-10 1.000e+00 4.097e-10 +76 EP 6 6.981e-01 5.498e-03 2.821e-10 2.964e-01 +76 EP 7 1.510e-02 2.679e-08 9.849e-01 2.768e-08 +76 EP 8 9.705e-07 4.810e-03 8.446e-09 9.952e-01 +76 EP 9 9.521e-01 2.527e-03 4.540e-02 4.671e-10 +76 EP 10 6.823e-01 6.500e-03 3.112e-01 5.278e-11 +76 EP 11 9.242e-01 3.787e-03 5.871e-02 1.326e-02 +76 EP 12 3.656e-01 1.222e-05 6.344e-01 3.954e-10 +76 EP 13 8.764e-01 2.076e-02 2.456e-10 1.029e-01 +76 EP 14 2.818e-07 1.154e-07 4.660e-08 1.000e+00 +76 EP 15 1.077e-07 1.000e+00 6.664e-08 9.842e-08 +76 EP 16 4.569e-02 1.877e-09 9.543e-01 9.081e-10 +76 EP 17 5.255e-01 1.320e-09 4.745e-01 1.092e-09 +76 TP 1 5.831e-01 4.343e-10 2.784e-11 2.733e-11 3.394e-11 3.741e-01 2.658e-11 2.667e-11 2.779e-11 2.447e-09 3.532e-11 2.714e-11 4.852e-10 2.524e-11 3.000e-11 2.821e-11 4.281e-02 +76 TP 2 1.397e-05 9.980e-01 8.792e-11 8.500e-11 1.160e-10 1.720e-03 8.297e-11 8.230e-11 8.733e-11 2.355e-04 1.021e-10 8.840e-11 2.019e-09 7.721e-11 3.192e-09 1.057e-10 5.303e-10 +76 TP 3 1.525e-10 1.499e-10 5.952e-01 3.312e-02 1.592e-05 1.521e-10 1.360e-04 4.043e-10 1.749e-01 1.653e-09 7.950e-04 1.516e-01 1.704e-09 3.129e-03 4.999e-03 3.609e-02 1.545e-10 +76 TP 4 7.689e-10 7.502e-10 7.572e-02 3.059e-01 6.493e-02 7.731e-10 2.032e-04 6.880e-02 8.390e-02 6.797e-09 9.037e-02 1.671e-01 6.814e-09 1.319e-02 1.375e-02 1.161e-01 7.660e-10 +76 TP 5 2.027e-09 4.779e-10 3.236e-05 2.280e-02 7.165e-01 7.674e-10 1.785e-08 4.083e-10 1.514e-04 2.348e-07 3.441e-02 1.149e-04 1.375e-08 4.080e-10 6.019e-10 2.252e-01 7.562e-04 +76 TP 6 1.598e-01 3.058e-04 1.493e-11 1.468e-11 1.641e-11 7.924e-01 1.469e-11 1.504e-11 1.487e-11 3.159e-10 1.848e-11 1.481e-11 1.795e-10 1.403e-11 1.492e-11 1.504e-11 4.748e-02 +76 TP 7 3.052e-08 2.837e-08 4.045e-02 8.016e-02 9.674e-08 2.866e-08 8.128e-02 2.625e-08 8.393e-02 6.562e-05 1.116e-01 5.888e-01 1.088e-07 2.624e-08 2.674e-08 1.363e-02 3.462e-08 +76 TP 8 6.111e-09 5.740e-09 1.292e-06 1.324e-01 1.082e-02 6.162e-09 1.325e-01 1.347e-01 2.593e-04 2.477e-01 1.266e-01 1.019e-01 1.088e-01 5.695e-08 4.261e-03 2.566e-07 6.270e-09 +76 TP 9 4.684e-10 4.536e-10 6.081e-01 1.258e-01 1.441e-02 4.656e-10 2.772e-04 8.472e-09 2.810e-03 5.042e-09 1.000e-02 1.326e-01 5.694e-09 9.731e-10 3.869e-03 1.022e-01 4.679e-10 +76 TP 10 6.061e-11 4.191e-06 1.402e-11 1.438e-11 2.334e-04 3.158e-11 1.331e-11 5.120e-12 1.371e-11 8.511e-01 7.230e-11 1.339e-11 1.486e-01 3.291e-12 1.696e-05 2.027e-11 1.063e-04 +76 TP 11 4.480e-10 8.271e-09 1.199e-06 7.116e-03 7.758e-10 2.278e-10 3.602e-10 1.243e-10 1.601e-03 1.083e-08 9.495e-01 7.874e-10 4.175e-02 6.376e-11 1.081e-10 6.071e-10 2.457e-10 +76 TP 12 3.673e-10 3.626e-10 3.619e-01 2.568e-02 4.436e-03 3.614e-10 2.282e-03 3.724e-10 1.867e-01 3.613e-09 5.749e-08 4.131e-01 2.725e-09 3.824e-10 3.185e-05 5.838e-03 3.787e-10 +76 TP 13 3.689e-11 2.938e-11 2.218e-11 2.358e-11 1.075e-04 3.570e-11 1.953e-11 1.977e-04 2.210e-11 2.298e-01 3.610e-10 2.058e-11 7.699e-01 1.531e-11 2.378e-09 3.072e-11 1.715e-10 +76 TP 14 2.464e-08 2.372e-08 1.896e-07 9.701e-01 1.128e-02 2.471e-08 4.333e-07 3.192e-08 4.024e-04 1.400e-07 1.071e-07 4.403e-07 1.530e-07 1.824e-02 4.446e-07 8.875e-08 2.428e-08 +76 TP 15 1.472e-08 1.410e-08 1.832e-01 2.456e-01 1.465e-08 1.401e-08 3.130e-03 9.977e-08 1.311e-02 3.798e-01 5.649e-08 7.301e-04 1.507e-01 1.022e-02 1.954e-03 1.153e-02 1.417e-08 +76 TP 16 1.044e-09 8.750e-10 2.454e-01 8.107e-02 3.202e-01 9.471e-10 7.050e-04 8.149e-10 3.450e-01 1.809e-08 7.649e-08 7.151e-03 9.163e-09 8.240e-10 4.571e-04 4.831e-06 1.157e-09 +76 TP 17 5.893e-01 8.194e-10 1.259e-10 1.236e-10 1.634e-10 5.563e-09 1.233e-10 1.193e-10 1.253e-10 8.181e-03 1.584e-10 1.243e-10 1.578e-09 1.158e-10 1.311e-10 1.296e-10 4.025e-01 +77 IP 1 1.279e-09 +77 IP 2 1.100e-09 +77 IP 3 1.102e-09 +77 IP 4 1.100e-09 +77 IP 5 1.223e-08 +77 IP 6 8.351e-01 +77 IP 7 1.681e-08 +77 IP 8 1.108e-09 +77 IP 9 6.683e-09 +77 IP 10 1.649e-01 +77 IP 11 1.100e-09 +77 IP 12 1.101e-09 +77 IP 13 1.125e-09 +77 IP 14 1.100e-09 +77 EP 1 9.830e-01 7.475e-04 1.600e-02 2.343e-04 +77 EP 2 1.604e-03 9.976e-01 6.794e-07 8.216e-04 +77 EP 3 2.278e-01 7.480e-05 4.118e-08 7.721e-01 +77 EP 4 8.098e-04 9.724e-02 1.352e-08 9.019e-01 +77 EP 5 6.344e-01 1.962e-03 3.636e-01 1.458e-10 +77 EP 6 9.178e-01 6.487e-02 1.092e-04 1.720e-02 +77 EP 7 9.780e-01 1.356e-09 1.059e-09 2.203e-02 +77 EP 8 3.753e-01 3.053e-03 6.217e-01 7.979e-10 +77 EP 9 7.608e-01 1.080e-02 3.650e-10 2.284e-01 +77 EP 10 8.894e-01 5.565e-03 9.691e-02 8.171e-03 +77 EP 11 1.684e-01 6.358e-02 2.069e-07 7.680e-01 +77 EP 12 4.545e-02 1.395e-03 9.532e-01 3.294e-08 +77 EP 13 7.399e-01 3.812e-04 2.597e-01 3.885e-10 +77 EP 14 6.947e-07 4.606e-10 1.000e+00 2.761e-10 +77 TP 1 3.140e-01 8.079e-03 1.301e-02 1.108e-01 2.462e-08 2.429e-08 7.420e-09 1.180e-01 7.450e-09 9.293e-03 1.547e-03 1.447e-02 3.538e-01 5.694e-02 +77 TP 2 3.647e-01 4.022e-03 4.205e-08 1.963e-03 1.322e-01 1.308e-01 3.271e-07 5.098e-04 7.028e-07 2.193e-01 5.330e-03 3.060e-04 1.408e-01 4.705e-05 +77 TP 3 1.219e-03 5.339e-08 1.530e-01 1.257e-01 1.375e-01 4.149e-03 1.460e-07 2.576e-01 1.769e-06 5.960e-02 3.614e-03 4.155e-08 3.830e-03 2.537e-01 +77 TP 4 1.378e-01 1.951e-03 3.042e-04 3.507e-02 3.071e-08 5.407e-02 1.444e-08 4.387e-04 3.054e-08 4.904e-01 1.836e-04 5.152e-09 2.384e-01 4.130e-02 +77 TP 5 5.551e-05 3.119e-11 9.992e-12 2.855e-10 7.591e-01 9.328e-02 1.369e-01 1.204e-10 1.050e-02 4.503e-09 9.610e-09 1.251e-10 1.278e-10 2.303e-04 +77 TP 6 1.411e-04 1.453e-05 9.081e-11 1.242e-07 1.932e-01 6.408e-01 1.059e-01 4.781e-10 5.990e-02 3.666e-10 6.635e-06 1.762e-10 7.897e-10 7.026e-09 +77 TP 7 3.028e-09 3.317e-05 3.923e-11 9.901e-11 1.326e-03 3.389e-02 1.686e-01 3.288e-10 7.959e-01 5.050e-10 1.754e-11 1.587e-10 4.604e-10 2.411e-04 +77 TP 8 1.380e-01 4.946e-04 7.653e-10 7.950e-10 9.464e-09 7.516e-09 5.893e-09 2.091e-01 5.143e-09 2.417e-02 2.972e-05 9.003e-03 4.295e-01 1.896e-01 +77 TP 9 5.448e-11 9.459e-12 5.112e-07 1.419e-11 1.843e-01 4.844e-02 1.783e-01 1.045e-10 5.890e-01 1.341e-10 5.784e-12 3.014e-11 1.302e-10 6.983e-09 +77 TP 10 1.792e-02 6.043e-10 1.473e-10 1.516e-10 2.969e-03 5.037e-09 1.910e-09 9.340e-06 1.920e-09 9.766e-01 9.658e-11 1.185e-09 2.544e-03 4.791e-08 +77 TP 11 8.679e-01 1.889e-07 2.326e-07 5.931e-02 4.133e-07 5.365e-06 3.397e-07 2.015e-07 1.006e-06 3.146e-07 7.254e-02 1.853e-07 2.411e-04 2.019e-07 +77 TP 12 4.575e-01 1.001e-05 9.447e-09 9.732e-09 2.092e-07 1.762e-07 1.233e-07 5.682e-03 7.602e-08 3.989e-03 8.614e-03 2.744e-06 2.351e-01 2.891e-01 +77 TP 13 1.450e-01 3.330e-04 4.005e-10 9.164e-09 4.500e-09 3.205e-09 2.318e-09 3.035e-01 2.112e-09 9.508e-03 3.061e-06 1.027e-02 4.052e-01 1.262e-01 +77 TP 14 3.381e-02 2.261e-04 2.889e-10 2.933e-10 4.459e-02 1.724e-08 1.019e-08 2.144e-03 2.386e-09 7.409e-02 3.170e-10 1.102e-02 7.309e-02 7.610e-01 +78 IP 1 4.599e-03 +78 IP 2 1.134e-09 +78 IP 3 1.159e-09 +78 IP 4 1.121e-09 +78 IP 5 1.149e-09 +78 IP 6 1.121e-09 +78 IP 7 7.484e-01 +78 IP 8 1.064e-08 +78 IP 9 2.470e-01 +78 IP 10 1.121e-09 +78 IP 11 1.135e-09 +78 IP 12 1.401e-09 +78 IP 13 1.122e-09 +78 IP 14 6.730e-09 +78 EP 1 9.998e-01 2.262e-04 1.673e-07 4.833e-09 +78 EP 2 9.081e-01 1.446e-02 7.749e-02 1.776e-08 +78 EP 3 8.342e-01 5.051e-03 3.881e-09 1.608e-01 +78 EP 4 2.626e-09 3.599e-10 1.000e+00 3.256e-10 +78 EP 5 2.735e-01 2.472e-08 7.265e-01 1.413e-08 +78 EP 6 2.636e-07 1.000e+00 1.206e-07 1.787e-07 +78 EP 7 9.458e-01 3.342e-02 2.047e-02 3.367e-04 +78 EP 8 7.095e-01 3.242e-09 4.574e-10 2.905e-01 +78 EP 9 9.137e-01 3.483e-03 6.460e-02 1.822e-02 +78 EP 10 1.956e-07 1.513e-01 6.022e-01 2.465e-01 +78 EP 11 1.787e-01 2.039e-03 1.838e-08 8.192e-01 +78 EP 12 7.517e-01 3.122e-03 2.452e-01 1.148e-10 +78 EP 13 1.572e-02 1.510e-03 2.156e-08 9.828e-01 +78 EP 14 5.778e-01 1.664e-10 4.222e-01 1.763e-10 +78 TP 1 2.941e-01 1.496e-02 8.234e-02 6.708e-02 3.282e-03 9.470e-03 6.438e-06 2.210e-08 7.815e-02 1.214e-02 2.014e-09 3.859e-01 5.260e-02 2.455e-08 +78 TP 2 3.396e-08 5.771e-01 2.350e-05 1.902e-08 5.792e-02 1.748e-08 8.754e-07 2.545e-07 1.915e-08 3.650e-01 1.773e-08 1.812e-08 1.763e-08 6.299e-07 +78 TP 3 1.702e-01 1.150e-02 7.406e-01 3.935e-09 4.967e-02 3.838e-09 1.620e-08 1.186e-08 3.981e-09 2.804e-02 3.856e-09 3.900e-09 3.848e-09 4.330e-08 +78 TP 4 1.258e-02 3.222e-10 3.212e-10 7.320e-01 3.497e-10 3.691e-10 2.106e-08 4.083e-09 3.321e-02 3.231e-10 3.534e-10 1.609e-01 3.263e-10 6.124e-02 +78 TP 5 2.530e-01 3.597e-03 3.251e-03 1.552e-08 5.295e-01 1.386e-08 4.497e-02 3.511e-08 1.583e-08 1.622e-03 1.398e-08 1.455e-08 1.388e-08 1.641e-01 +78 TP 6 3.968e-01 6.468e-08 6.458e-08 7.040e-08 6.486e-08 1.495e-03 7.691e-05 1.075e-07 1.610e-03 6.439e-08 7.992e-08 5.382e-01 6.183e-02 2.263e-07 +78 TP 7 7.308e-09 3.223e-10 1.073e-11 7.329e-10 6.276e-11 9.947e-08 5.818e-01 2.690e-01 1.705e-08 8.269e-11 4.397e-11 1.182e-10 3.051e-10 1.492e-01 +78 TP 8 1.035e-05 3.528e-05 1.211e-11 4.169e-07 3.580e-11 1.614e-08 3.037e-01 5.672e-01 5.525e-06 1.530e-11 3.327e-05 2.267e-10 5.802e-11 1.290e-01 +78 TP 9 1.936e-03 4.655e-11 4.594e-11 2.769e-03 5.076e-11 6.560e-11 2.148e-06 5.382e-03 9.838e-01 4.590e-11 2.538e-04 5.885e-03 8.867e-11 1.420e-09 +78 TP 10 8.435e-01 4.101e-08 4.421e-02 2.677e-08 1.096e-02 2.594e-08 1.013e-01 7.062e-08 2.761e-08 2.753e-08 2.608e-08 2.653e-08 2.591e-08 4.262e-07 +78 TP 11 3.794e-06 1.661e-08 2.364e-04 7.600e-02 1.730e-08 1.655e-08 3.493e-07 1.358e-06 1.126e-01 1.684e-08 6.457e-01 5.878e-08 7.822e-02 8.721e-02 +78 TP 12 2.632e-02 7.000e-11 6.954e-11 4.069e-02 7.237e-11 4.774e-04 6.503e-10 6.847e-10 7.126e-06 6.962e-11 1.416e-07 9.312e-01 1.273e-03 7.241e-10 +78 TP 13 1.732e-01 1.387e-08 1.387e-08 5.071e-02 1.391e-08 7.162e-03 1.215e-07 4.462e-05 8.269e-02 1.386e-08 1.648e-02 6.204e-01 4.930e-02 7.522e-08 +78 TP 14 3.224e-05 4.151e-11 2.199e-11 5.154e-04 5.755e-05 1.577e-11 3.735e-01 1.373e-02 6.483e-10 1.726e-11 2.308e-05 1.129e-10 1.643e-11 6.121e-01 +79 IP 1 1.422e-01 +79 IP 2 1.234e-02 +79 IP 3 7.447e-02 +79 IP 4 1.304e-09 +79 IP 5 1.304e-09 +79 IP 6 7.703e-01 +79 IP 7 1.200e-08 +79 IP 8 1.356e-09 +79 IP 9 1.324e-09 +79 IP 10 7.083e-04 +79 EP 1 8.293e-01 2.592e-02 1.448e-01 3.073e-10 +79 EP 2 9.903e-01 2.298e-03 7.295e-03 1.480e-04 +79 EP 3 9.009e-01 3.980e-03 7.194e-02 2.313e-02 +79 EP 4 1.179e-03 8.538e-02 4.595e-08 9.134e-01 +79 EP 5 1.134e-03 1.545e-08 9.989e-01 3.278e-10 +79 EP 6 7.154e-01 6.961e-03 2.776e-01 2.167e-06 +79 EP 7 7.772e-01 1.144e-02 1.007e-10 2.114e-01 +79 EP 8 6.997e-01 3.281e-05 3.003e-01 4.149e-10 +79 EP 9 3.933e-01 6.066e-01 6.277e-05 8.477e-06 +79 EP 10 8.654e-01 2.107e-02 1.882e-10 1.136e-01 +79 TP 1 6.754e-01 1.445e-11 3.069e-11 1.367e-11 1.026e-04 1.399e-03 3.231e-01 1.530e-11 1.520e-11 4.972e-09 +79 TP 2 1.691e-09 2.743e-01 5.411e-02 2.911e-02 5.095e-02 1.793e-08 1.742e-09 5.789e-01 8.959e-03 3.624e-03 +79 TP 3 5.400e-11 8.385e-04 9.931e-01 1.694e-10 4.867e-03 1.814e-07 5.484e-11 6.469e-06 2.755e-10 1.221e-03 +79 TP 4 4.180e-08 3.783e-01 6.736e-08 7.175e-02 1.401e-01 3.100e-04 4.219e-08 4.089e-01 6.095e-04 1.499e-07 +79 TP 5 2.846e-03 1.273e-02 3.647e-02 3.208e-10 7.663e-01 7.035e-02 1.556e-09 1.113e-01 1.239e-05 5.749e-09 +79 TP 6 1.729e-04 3.506e-11 4.179e-08 5.071e-12 5.764e-07 8.061e-01 9.686e-10 2.923e-11 6.140e-06 1.938e-01 +79 TP 7 1.150e-01 5.111e-12 1.038e-11 5.032e-12 1.362e-11 3.089e-09 8.850e-01 5.351e-12 4.809e-12 6.093e-10 +79 TP 8 4.579e-10 1.576e-01 3.245e-04 9.636e-04 1.209e-01 3.045e-09 4.535e-10 7.188e-01 1.394e-03 3.344e-09 +79 TP 9 8.681e-08 5.770e-01 1.053e-06 1.285e-04 1.001e-07 9.498e-07 8.541e-08 2.216e-01 6.608e-03 1.947e-01 +79 TP 10 2.271e-04 3.485e-08 9.507e-05 1.342e-10 6.206e-04 1.995e-01 9.518e-10 3.078e-11 8.382e-08 7.995e-01 +80 IP 1 1.328e-09 +80 IP 2 1.341e-09 +80 IP 3 1.335e-09 +80 IP 4 9.622e-01 +80 IP 5 3.783e-02 +80 IP 6 1.337e-09 +80 IP 7 1.323e-09 +80 IP 8 1.452e-08 +80 IP 9 1.323e-09 +80 IP 10 1.323e-09 +80 IP 11 1.648e-09 +80 IP 12 1.359e-09 +80 EP 1 5.182e-01 3.005e-04 1.084e-09 4.815e-01 +80 EP 2 7.208e-01 1.732e-02 5.365e-09 2.618e-01 +80 EP 3 9.897e-01 1.028e-02 4.698e-09 3.136e-06 +80 EP 4 8.118e-01 1.909e-02 2.393e-10 1.691e-01 +80 EP 5 9.676e-01 3.242e-02 2.441e-08 4.360e-09 +80 EP 6 8.434e-01 2.936e-03 3.560e-09 1.537e-01 +80 EP 7 1.617e-02 3.676e-03 9.802e-01 3.190e-08 +80 EP 8 8.328e-01 8.924e-03 1.583e-01 9.627e-11 +80 EP 9 9.169e-03 1.516e-01 8.392e-01 1.668e-07 +80 EP 10 3.593e-05 6.427e-02 8.202e-02 8.537e-01 +80 EP 11 9.991e-01 9.041e-04 3.216e-09 2.053e-06 +80 EP 12 3.738e-02 1.450e-10 9.626e-01 1.438e-10 +80 TP 1 7.554e-01 5.449e-03 4.455e-02 5.055e-09 3.756e-05 3.015e-02 1.431e-02 5.716e-09 1.524e-09 3.933e-02 1.108e-01 8.756e-08 +80 TP 2 1.229e-01 4.611e-01 2.378e-01 1.140e-08 3.924e-03 5.348e-02 6.004e-09 1.012e-08 5.872e-09 8.657e-03 1.121e-01 8.260e-09 +80 TP 3 8.277e-02 2.176e-02 2.970e-01 1.210e-08 2.054e-02 2.637e-01 2.493e-07 9.726e-09 8.359e-04 2.747e-01 3.870e-02 9.450e-09 +80 TP 4 4.260e-11 3.307e-11 3.714e-11 8.166e-01 1.230e-05 4.173e-11 2.493e-05 1.699e-01 1.249e-08 2.992e-11 2.479e-11 1.341e-02 +80 TP 5 2.792e-08 3.432e-04 3.700e-02 7.309e-02 8.588e-01 5.449e-06 4.574e-03 1.650e-08 5.360e-05 7.236e-09 2.614e-02 3.626e-09 +80 TP 6 5.360e-01 2.874e-02 1.933e-02 8.377e-09 2.935e-04 3.888e-01 8.708e-09 6.599e-09 6.961e-09 1.155e-05 2.678e-02 6.087e-09 +80 TP 7 2.985e-08 3.287e-08 2.283e-07 1.091e-07 4.804e-01 3.611e-08 1.667e-01 3.696e-02 3.875e-08 2.883e-08 3.159e-01 4.265e-08 +80 TP 8 2.018e-11 1.992e-11 3.343e-11 1.561e-01 1.945e-11 2.770e-11 4.894e-12 8.279e-01 1.259e-11 8.585e-12 1.382e-11 1.607e-02 +80 TP 9 2.006e-03 2.234e-07 6.075e-02 1.043e-06 2.835e-01 3.681e-01 8.567e-03 4.241e-03 4.436e-02 2.338e-03 2.261e-01 6.511e-08 +80 TP 10 1.517e-08 6.158e-06 6.944e-03 5.039e-08 2.477e-01 1.483e-05 1.415e-03 9.358e-05 1.191e-08 1.446e-08 7.438e-01 1.679e-08 +80 TP 11 8.142e-02 2.345e-01 8.830e-02 8.823e-09 1.080e-02 2.012e-01 4.514e-03 6.424e-09 4.281e-02 1.027e-02 3.256e-01 5.490e-04 +80 TP 12 9.799e-10 4.642e-08 1.461e-04 1.106e-09 9.007e-11 4.360e-05 4.393e-11 4.998e-01 5.287e-11 3.669e-07 9.724e-11 5.000e-01 +81 IP 1 3.922e-03 +81 IP 2 1.751e-09 +81 IP 3 1.603e-09 +81 IP 4 1.604e-09 +81 IP 5 1.817e-09 +81 IP 6 9.961e-01 +81 IP 7 1.611e-09 +81 IP 8 1.825e-08 +81 EP 1 9.975e-01 2.509e-03 2.211e-08 4.161e-06 +81 EP 2 5.021e-01 9.534e-04 4.134e-09 4.970e-01 +81 EP 3 1.505e-04 2.688e-09 1.050e-09 9.998e-01 +81 EP 4 5.578e-03 7.656e-02 5.791e-02 8.600e-01 +81 EP 5 9.703e-01 1.014e-02 1.954e-02 4.202e-08 +81 EP 6 8.461e-01 1.879e-02 8.577e-11 1.351e-01 +81 EP 7 8.253e-03 1.834e-10 9.917e-01 1.286e-10 +81 EP 8 8.375e-01 8.598e-03 1.539e-01 8.614e-11 +81 TP 1 4.063e-01 2.590e-01 6.230e-08 6.645e-03 2.296e-02 3.047e-01 4.567e-06 3.686e-04 +81 TP 2 9.733e-02 9.018e-01 1.462e-08 8.968e-04 3.877e-08 1.483e-08 5.033e-09 1.039e-08 +81 TP 3 4.670e-10 1.081e-09 1.844e-01 8.478e-11 9.774e-04 3.115e-03 2.071e-02 7.908e-01 +81 TP 4 9.640e-01 3.225e-02 1.102e-06 3.747e-03 1.170e-06 3.987e-06 1.078e-06 2.109e-06 +81 TP 5 2.538e-03 2.952e-01 2.058e-02 3.526e-03 6.781e-01 1.479e-05 3.020e-08 3.817e-08 +81 TP 6 1.632e-06 2.512e-11 3.258e-02 5.935e-12 3.503e-11 8.158e-01 9.806e-04 1.506e-01 +81 TP 7 1.280e-05 8.371e-11 7.936e-11 5.495e-11 2.389e-06 1.211e-08 5.364e-01 4.636e-01 +81 TP 8 1.985e-08 1.195e-11 6.577e-11 3.665e-07 6.020e-12 1.493e-01 1.550e-02 8.352e-01 +82 IP 1 1.695e-09 +82 IP 2 1.863e-09 +82 IP 3 1.692e-09 +82 IP 4 3.962e-09 +82 IP 5 1.701e-09 +82 IP 6 1.892e-09 +82 IP 7 1.759e-09 +82 IP 8 1.717e-09 +82 IP 9 2.128e-02 +82 IP 10 2.754e-09 +82 IP 11 3.556e-09 +82 IP 12 1.800e-09 +82 IP 13 1.693e-09 +82 IP 14 1.707e-09 +82 IP 15 9.787e-01 +82 IP 16 1.712e-09 +82 IP 17 9.677e-09 +82 EP 1 2.643e-01 1.079e-03 7.346e-01 4.811e-08 +82 EP 2 1.000e+00 4.602e-07 1.484e-09 1.290e-08 +82 EP 3 6.664e-08 1.000e+00 7.470e-06 4.940e-08 +82 EP 4 9.999e-01 1.331e-06 1.312e-04 4.722e-10 +82 EP 5 8.553e-02 1.061e-02 9.039e-01 1.381e-08 +82 EP 6 9.286e-01 7.087e-02 2.218e-09 5.612e-04 +82 EP 7 5.026e-01 6.581e-04 1.906e-10 4.968e-01 +82 EP 8 4.427e-01 5.572e-01 3.342e-08 5.567e-05 +82 EP 9 9.995e-01 3.948e-05 8.231e-10 4.255e-04 +82 EP 10 9.316e-01 4.310e-02 2.529e-02 7.750e-09 +82 EP 11 3.884e-01 1.148e-09 5.207e-10 6.116e-01 +82 EP 12 9.877e-01 4.367e-08 2.902e-10 1.234e-02 +82 EP 13 5.467e-03 3.416e-02 1.336e-05 9.604e-01 +82 EP 14 1.463e-01 1.600e-02 8.377e-01 4.912e-09 +82 EP 15 8.897e-01 1.888e-02 4.540e-09 9.145e-02 +82 EP 16 1.904e-02 3.755e-10 9.810e-01 2.416e-10 +82 EP 17 8.225e-01 7.233e-03 1.703e-01 1.966e-10 +82 TP 1 5.623e-01 2.998e-02 6.166e-08 1.460e-07 1.253e-04 3.249e-04 4.256e-02 5.577e-03 7.296e-08 2.191e-07 1.353e-02 4.216e-04 6.733e-03 3.383e-01 1.276e-04 6.453e-08 9.427e-08 +82 TP 2 1.686e-09 1.841e-01 6.243e-02 2.956e-02 8.682e-02 1.911e-02 1.391e-01 1.174e-02 6.160e-02 4.285e-03 1.241e-08 3.807e-01 1.133e-02 9.177e-03 1.027e-08 4.522e-09 8.665e-09 +82 TP 3 7.576e-09 7.032e-03 2.747e-05 4.402e-01 1.241e-02 1.492e-06 4.397e-08 2.714e-03 3.189e-01 2.913e-02 2.247e-08 7.029e-08 4.081e-08 3.708e-03 1.788e-01 2.616e-04 6.766e-03 +82 TP 4 1.256e-09 1.279e-02 9.644e-06 4.935e-01 2.331e-02 6.837e-03 5.046e-02 8.337e-05 4.880e-04 2.856e-01 1.527e-03 1.103e-01 5.043e-03 1.004e-02 3.006e-09 3.669e-10 1.353e-09 +82 TP 5 7.202e-03 1.063e-05 4.347e-03 6.919e-01 4.240e-02 1.213e-06 3.607e-08 2.401e-09 2.782e-04 3.033e-02 5.946e-09 1.733e-01 1.090e-02 8.076e-09 3.929e-02 5.889e-09 1.270e-08 +82 TP 6 2.350e-09 4.215e-02 1.719e-08 1.138e-01 6.537e-05 9.724e-03 2.262e-01 4.015e-04 1.029e-01 7.691e-03 1.852e-08 3.758e-01 1.213e-01 1.518e-07 2.689e-08 8.937e-09 2.141e-08 +82 TP 7 2.334e-10 7.729e-02 3.190e-03 7.740e-02 8.573e-10 1.283e-03 6.203e-01 7.646e-04 1.444e-01 5.544e-04 3.876e-09 4.034e-02 4.250e-05 3.415e-02 4.254e-09 3.655e-04 2.767e-09 +82 TP 8 2.893e-08 1.055e-02 5.393e-02 3.589e-02 2.615e-02 9.321e-02 3.449e-01 2.971e-03 1.139e-01 1.225e-02 1.091e-07 4.921e-04 3.057e-01 7.690e-07 4.538e-07 1.809e-05 4.154e-07 +82 TP 9 7.340e-10 9.482e-02 2.611e-04 1.252e-01 6.800e-03 8.273e-02 1.466e-02 2.448e-03 3.201e-01 1.933e-02 5.332e-09 2.738e-01 4.779e-02 1.132e-02 6.027e-09 7.028e-04 5.542e-09 +82 TP 10 2.000e-03 3.227e-02 4.014e-03 5.729e-01 9.136e-03 2.833e-03 7.740e-02 1.708e-03 2.246e-04 1.809e-01 1.945e-08 1.010e-01 4.871e-03 1.082e-02 7.545e-09 1.298e-09 4.291e-09 +82 TP 11 6.026e-11 5.500e-10 6.381e-10 8.247e-05 3.262e-10 6.038e-10 9.137e-10 1.612e-10 9.968e-10 1.120e-08 3.825e-01 7.326e-10 3.034e-10 2.962e-04 2.730e-01 2.291e-02 3.211e-01 +82 TP 12 5.077e-10 7.322e-02 9.302e-08 3.849e-02 8.859e-03 1.266e-02 3.897e-01 6.606e-04 9.904e-03 1.206e-02 4.939e-09 1.659e-01 2.807e-01 7.871e-03 3.672e-09 1.242e-09 2.722e-09 +82 TP 13 7.125e-10 1.573e-04 1.904e-03 1.187e-01 1.379e-09 1.191e-01 1.123e-02 4.301e-07 3.107e-01 5.205e-06 1.000e-08 3.917e-01 4.649e-02 4.228e-09 1.560e-08 4.309e-07 8.699e-09 +82 TP 14 3.313e-09 1.358e-04 1.689e-03 8.417e-01 3.252e-02 8.147e-09 2.587e-09 2.249e-09 6.236e-04 1.414e-02 4.767e-09 4.506e-06 2.178e-09 1.092e-01 2.769e-08 1.490e-08 1.293e-08 +82 TP 15 5.553e-12 1.306e-07 1.168e-11 1.792e-09 6.208e-05 6.906e-11 9.163e-11 2.374e-11 3.274e-10 3.865e-10 6.266e-02 1.147e-10 7.356e-11 1.422e-07 7.979e-01 3.763e-10 1.394e-01 +82 TP 16 1.080e-10 4.985e-10 7.867e-11 2.799e-10 1.687e-10 2.332e-10 2.786e-10 8.353e-11 1.985e-10 2.289e-10 4.757e-10 2.922e-04 2.083e-05 1.488e-10 1.144e-02 5.226e-01 4.656e-01 +82 TP 17 5.854e-12 5.254e-11 7.628e-12 6.620e-11 2.913e-11 5.074e-11 8.802e-11 1.086e-11 5.998e-11 4.842e-11 1.186e-09 4.166e-10 3.379e-05 1.686e-11 1.815e-01 1.355e-02 8.049e-01 +83 IP 1 1.950e-02 +83 IP 2 2.606e-09 +83 IP 3 2.044e-09 +83 IP 4 1.995e-09 +83 IP 5 1.890e-09 +83 IP 6 1.951e-09 +83 IP 7 1.876e-09 +83 IP 8 2.681e-01 +83 IP 9 7.124e-01 +83 IP 10 2.413e-09 +83 EP 1 9.995e-01 4.531e-04 3.908e-07 8.478e-07 +83 EP 2 2.874e-01 1.068e-08 7.126e-01 1.014e-10 +83 EP 3 9.137e-01 8.841e-03 1.252e-09 7.746e-02 +83 EP 4 7.522e-01 4.945e-02 1.984e-01 1.915e-08 +83 EP 5 2.978e-01 6.963e-04 7.015e-01 5.899e-09 +83 EP 6 3.386e-01 3.406e-08 6.614e-01 2.170e-08 +83 EP 7 6.458e-04 1.611e-01 4.331e-08 8.383e-01 +83 EP 8 8.340e-01 1.360e-02 4.280e-02 1.096e-01 +83 EP 9 8.629e-01 1.023e-02 8.906e-02 3.785e-02 +83 EP 10 3.017e-01 7.407e-04 1.855e-09 6.975e-01 +83 TP 1 3.742e-01 1.347e-01 1.950e-01 1.212e-01 2.649e-02 1.386e-02 1.555e-02 7.561e-08 1.266e-06 1.190e-01 +83 TP 2 2.570e-03 6.052e-01 1.427e-03 9.405e-09 1.318e-03 3.076e-08 6.236e-11 6.383e-09 3.895e-01 2.056e-09 +83 TP 3 3.907e-08 1.028e-07 5.512e-01 2.108e-08 8.486e-08 4.950e-09 1.540e-01 3.587e-08 1.482e-07 2.948e-01 +83 TP 4 7.889e-01 1.847e-07 1.575e-03 1.814e-01 1.803e-03 2.442e-02 1.911e-03 8.573e-08 5.428e-07 2.108e-08 +83 TP 5 3.212e-01 2.341e-05 1.916e-08 9.975e-02 5.448e-01 3.418e-02 6.381e-09 1.888e-07 1.955e-07 1.237e-08 +83 TP 6 9.509e-07 1.972e-05 3.697e-01 3.655e-08 1.018e-05 6.257e-01 4.567e-03 3.106e-07 4.486e-07 3.920e-08 +83 TP 7 7.124e-01 9.620e-08 1.707e-01 7.462e-05 4.440e-02 7.627e-09 1.926e-03 6.449e-02 3.816e-07 5.953e-03 +83 TP 8 2.661e-11 3.975e-10 4.530e-04 1.417e-11 3.602e-11 4.423e-11 2.260e-11 9.995e-01 5.262e-10 7.152e-05 +83 TP 9 5.587e-05 2.466e-02 2.436e-10 4.599e-08 1.029e-10 1.486e-10 1.915e-11 5.456e-10 9.753e-01 6.318e-10 +83 TP 10 2.838e-02 1.395e-01 4.331e-03 1.166e-02 1.471e-02 1.798e-09 3.771e-09 3.295e-01 4.342e-04 4.715e-01 +84 IP 1 2.496e-09 +84 IP 2 2.906e-03 +84 IP 3 3.805e-09 +84 IP 4 2.309e-09 +84 IP 5 2.844e-09 +84 IP 6 3.842e-09 +84 IP 7 4.076e-09 +84 IP 8 2.310e-09 +84 IP 9 2.897e-09 +84 IP 10 9.971e-01 +84 IP 11 5.612e-08 +84 EP 1 1.100e-01 5.684e-10 8.900e-01 2.778e-10 +84 EP 2 9.981e-01 1.853e-03 4.765e-07 1.149e-08 +84 EP 3 9.792e-01 2.078e-02 2.725e-08 1.861e-08 +84 EP 4 9.397e-07 9.805e-01 1.779e-02 1.675e-03 +84 EP 5 5.430e-01 2.979e-03 3.879e-09 4.540e-01 +84 EP 6 9.897e-01 1.029e-02 5.695e-09 4.229e-07 +84 EP 7 8.539e-01 7.174e-03 1.389e-01 2.137e-08 +84 EP 8 2.277e-05 6.207e-02 1.568e-05 9.379e-01 +84 EP 9 3.498e-01 4.257e-03 6.459e-01 5.717e-08 +84 EP 10 8.367e-01 1.475e-02 2.787e-10 1.485e-01 +84 EP 11 8.683e-01 7.754e-03 1.239e-01 1.765e-10 +84 TP 1 5.609e-01 8.244e-05 3.464e-05 7.307e-08 1.700e-10 4.749e-05 7.185e-08 2.149e-06 2.811e-05 3.999e-09 4.389e-01 +84 TP 2 8.625e-06 1.744e-01 1.216e-01 1.061e-03 2.323e-01 1.571e-01 2.072e-01 1.029e-01 3.418e-03 1.320e-07 4.442e-08 +84 TP 3 1.470e-03 5.039e-02 2.426e-01 5.802e-03 4.331e-01 1.031e-02 2.264e-01 4.468e-04 2.939e-02 1.177e-06 5.277e-08 +84 TP 4 2.225e-07 3.891e-01 2.593e-06 2.006e-07 1.438e-01 3.723e-01 2.126e-03 3.728e-03 1.485e-06 1.162e-03 8.775e-02 +84 TP 5 3.318e-09 8.995e-02 1.767e-02 3.692e-04 7.105e-01 1.512e-01 9.653e-04 1.238e-08 2.937e-02 2.483e-08 5.096e-07 +84 TP 6 3.128e-09 1.159e-01 6.030e-03 1.183e-03 1.734e-01 6.181e-01 1.104e-02 7.444e-02 1.102e-08 2.606e-08 2.074e-08 +84 TP 7 4.391e-03 2.935e-01 3.867e-01 1.517e-03 6.662e-02 6.749e-03 2.270e-01 1.351e-02 5.515e-05 4.842e-07 4.083e-08 +84 TP 8 2.347e-07 2.027e-01 1.315e-04 9.076e-05 1.563e-06 7.955e-01 7.163e-08 1.410e-03 4.267e-08 1.435e-07 9.674e-05 +84 TP 9 4.249e-08 6.043e-01 3.042e-05 1.824e-04 7.800e-08 6.037e-03 5.907e-02 8.267e-08 1.102e-01 3.930e-06 2.202e-01 +84 TP 10 8.829e-03 2.512e-07 3.916e-10 3.445e-06 9.466e-11 1.740e-10 9.615e-09 2.798e-11 4.258e-06 8.211e-01 1.701e-01 +84 TP 11 6.968e-03 1.114e-05 6.864e-11 4.081e-12 3.652e-11 2.581e-10 2.468e-11 1.361e-11 5.720e-12 1.603e-01 8.327e-01 +85 IP 1 2.906e-09 +85 IP 2 2.340e-09 +85 IP 3 3.205e-09 +85 IP 4 9.661e-01 +85 IP 5 3.394e-02 +85 IP 6 2.322e-09 +85 IP 7 3.058e-09 +85 IP 8 1.841e-07 +85 IP 9 3.074e-09 +85 IP 10 2.601e-09 +85 IP 11 2.577e-09 +85 IP 12 2.311e-09 +85 IP 13 2.698e-09 +85 IP 14 2.310e-09 +85 IP 15 2.848e-09 +85 EP 1 8.048e-01 6.437e-03 1.653e-10 1.888e-01 +85 EP 2 1.387e-01 6.907e-01 4.446e-07 1.706e-01 +85 EP 3 9.964e-01 3.609e-03 1.385e-07 4.013e-07 +85 EP 4 8.447e-01 1.422e-02 1.468e-04 1.410e-01 +85 EP 5 1.000e+00 3.309e-05 1.846e-07 1.382e-09 +85 EP 6 7.902e-02 4.331e-02 1.905e-04 8.775e-01 +85 EP 7 9.989e-01 1.123e-03 1.248e-09 1.422e-07 +85 EP 8 8.806e-01 7.716e-03 1.117e-01 1.272e-07 +85 EP 9 9.838e-01 1.621e-02 2.217e-08 1.056e-08 +85 EP 10 1.304e-01 4.044e-04 8.692e-01 2.427e-10 +85 EP 11 8.175e-01 6.660e-03 1.759e-01 9.041e-09 +85 EP 12 1.631e-02 3.266e-05 9.837e-01 1.986e-08 +85 EP 13 7.360e-01 2.640e-01 3.891e-08 2.654e-08 +85 EP 14 6.029e-03 6.070e-03 9.879e-01 5.887e-09 +85 EP 15 9.072e-01 9.283e-02 1.256e-07 1.104e-07 +85 TP 1 9.199e-01 2.145e-04 3.979e-04 4.108e-07 1.520e-02 1.312e-04 4.987e-02 1.315e-05 2.252e-03 2.903e-06 3.490e-04 3.396e-09 9.931e-04 1.070e-02 2.437e-06 +85 TP 2 3.782e-01 7.025e-04 9.677e-04 3.424e-02 2.864e-01 7.571e-03 2.565e-01 2.120e-07 3.107e-04 1.577e-08 1.162e-02 2.081e-05 1.871e-02 1.549e-03 3.169e-03 +85 TP 3 2.931e-01 8.758e-04 2.371e-03 5.529e-03 1.377e-01 5.154e-02 4.418e-01 2.118e-03 2.391e-02 1.602e-05 4.439e-03 2.549e-02 1.077e-03 9.819e-03 2.221e-04 +85 TP 4 2.238e-10 3.032e-06 1.233e-10 8.035e-01 3.809e-10 1.401e-10 2.595e-10 1.843e-01 1.882e-10 1.209e-02 8.560e-11 3.558e-10 4.375e-09 3.157e-05 4.207e-11 +85 TP 5 4.509e-01 7.034e-03 2.735e-03 1.411e-02 2.702e-01 9.119e-03 1.665e-01 7.807e-04 2.371e-02 3.481e-03 2.322e-02 1.396e-02 6.849e-03 3.857e-03 3.651e-03 +85 TP 6 7.001e-02 2.413e-03 7.136e-03 4.636e-05 7.221e-01 6.228e-05 1.148e-01 9.181e-05 8.288e-04 4.546e-04 1.050e-03 1.208e-08 8.099e-02 1.840e-08 1.174e-07 +85 TP 7 2.309e-01 6.462e-02 6.080e-04 8.545e-05 1.124e-01 4.837e-02 4.530e-01 2.022e-04 2.850e-02 5.380e-04 4.229e-03 3.946e-02 6.507e-04 1.460e-02 1.893e-03 +85 TP 8 1.673e-10 1.095e-05 4.987e-11 1.442e-01 8.304e-11 8.441e-11 9.814e-11 8.482e-01 6.212e-11 7.623e-03 2.200e-11 3.189e-11 8.315e-11 7.283e-12 8.078e-12 +85 TP 9 3.718e-01 3.349e-02 1.662e-03 3.180e-03 2.090e-01 1.416e-02 4.377e-02 2.475e-04 7.033e-03 1.404e-04 8.415e-02 2.193e-01 1.972e-04 1.980e-03 9.849e-03 +85 TP 10 1.742e-04 8.108e-11 1.830e-08 6.147e-04 3.917e-07 9.302e-11 1.932e-07 4.741e-01 1.124e-08 5.243e-01 7.758e-04 1.243e-05 1.159e-10 1.878e-05 1.162e-10 +85 TP 11 5.336e-01 1.990e-03 3.063e-04 2.368e-03 3.667e-02 3.530e-06 3.842e-02 1.273e-05 2.025e-02 2.529e-02 1.196e-01 5.980e-02 7.424e-04 1.599e-01 1.005e-03 +85 TP 12 2.333e-01 1.556e-08 1.564e-04 5.545e-02 5.666e-01 8.126e-09 2.276e-02 9.552e-04 6.425e-02 1.074e-04 1.131e-03 1.135e-04 5.489e-02 2.643e-04 8.498e-09 +85 TP 13 1.098e-02 2.594e-03 4.265e-04 1.253e-02 5.451e-01 9.553e-08 3.325e-01 2.906e-05 5.909e-03 5.210e-08 4.847e-06 3.939e-03 8.588e-02 1.130e-04 5.555e-07 +85 TP 14 1.124e-08 6.316e-09 3.195e-04 1.831e-07 6.888e-01 4.351e-09 2.060e-03 2.962e-06 1.607e-02 1.395e-02 1.725e-01 1.089e-02 1.900e-02 7.631e-02 8.539e-05 +85 TP 15 1.257e-03 2.258e-04 2.518e-05 2.542e-02 3.879e-03 1.922e-02 1.005e-02 4.931e-04 2.173e-04 1.783e-06 8.529e-03 5.089e-01 4.163e-05 3.791e-01 4.259e-02 +86 IP 1 3.043e-09 +86 IP 2 7.374e-02 +86 IP 3 7.800e-09 +86 IP 4 4.515e-09 +86 IP 5 4.250e-09 +86 IP 6 3.549e-09 +86 IP 7 4.918e-09 +86 IP 8 5.312e-09 +86 IP 9 3.037e-07 +86 IP 10 3.021e-09 +86 IP 11 8.442e-09 +86 IP 12 3.126e-09 +86 IP 13 3.080e-09 +86 IP 14 3.655e-09 +86 IP 15 5.587e-09 +86 IP 16 1.322e-08 +86 IP 17 3.692e-09 +86 IP 18 6.854e-09 +86 IP 19 3.989e-09 +86 IP 20 3.301e-09 +86 IP 21 3.043e-09 +86 IP 22 9.263e-01 +86 IP 23 4.158e-09 +86 IP 24 6.271e-09 +86 IP 25 4.930e-09 +86 EP 1 7.314e-02 5.616e-02 8.707e-01 1.355e-08 +86 EP 2 9.997e-01 4.007e-05 1.358e-07 2.990e-04 +86 EP 3 9.982e-01 1.569e-03 6.909e-10 2.746e-04 +86 EP 4 8.748e-01 1.473e-03 8.888e-10 1.238e-01 +86 EP 5 9.647e-01 1.981e-03 5.616e-10 3.328e-02 +86 EP 6 1.691e-01 3.692e-10 8.309e-01 4.558e-10 +86 EP 7 9.806e-01 1.706e-02 4.053e-09 2.391e-03 +86 EP 8 9.861e-01 1.352e-02 2.809e-07 3.376e-04 +86 EP 9 8.431e-01 1.336e-02 2.680e-10 1.435e-01 +86 EP 10 1.507e-05 9.999e-01 2.045e-06 7.128e-05 +86 EP 11 9.954e-01 3.119e-06 9.636e-04 3.615e-03 +86 EP 12 1.446e-01 1.462e-02 1.798e-09 8.408e-01 +86 EP 13 3.246e-01 6.229e-03 6.692e-01 1.544e-08 +86 EP 14 5.737e-01 1.649e-02 1.830e-08 4.098e-01 +86 EP 15 9.450e-01 4.472e-02 5.233e-09 1.025e-02 +86 EP 16 9.747e-01 2.495e-02 3.817e-04 1.307e-08 +86 EP 17 6.126e-01 3.508e-02 1.265e-08 3.523e-01 +86 EP 18 9.980e-01 4.165e-04 3.587e-09 1.611e-03 +86 EP 19 9.989e-01 4.215e-04 7.264e-04 1.396e-09 +86 EP 20 5.215e-01 1.945e-03 6.259e-10 4.766e-01 +86 EP 21 3.560e-02 1.416e-01 6.601e-07 8.228e-01 +86 EP 22 8.962e-01 7.472e-03 9.621e-02 9.639e-05 +86 EP 23 9.268e-01 2.790e-02 4.601e-09 4.532e-02 +86 EP 24 9.942e-01 1.397e-04 3.440e-09 5.649e-03 +86 EP 25 9.829e-01 1.854e-03 2.830e-08 1.523e-02 +86 TP 1 6.189e-02 3.629e-01 1.923e-01 1.005e-05 3.960e-03 2.877e-09 4.873e-03 5.469e-03 7.014e-08 6.548e-07 3.405e-04 1.528e-08 7.773e-09 7.390e-07 2.211e-03 7.821e-02 4.691e-06 6.519e-02 1.842e-01 5.110e-03 7.162e-03 7.856e-03 2.966e-05 1.490e-02 3.422e-03 +86 TP 2 6.158e-03 9.353e-02 1.960e-01 5.027e-02 1.816e-01 2.963e-09 3.106e-02 4.734e-03 5.096e-04 1.543e-03 6.668e-04 6.588e-02 4.075e-04 3.420e-03 2.619e-02 2.507e-02 5.289e-03 8.698e-02 5.420e-02 2.618e-02 2.066e-02 7.432e-07 1.173e-02 1.048e-01 3.096e-03 +86 TP 3 9.873e-03 4.511e-02 1.583e-01 6.655e-02 2.457e-01 2.628e-09 3.463e-02 1.416e-02 2.423e-07 1.957e-05 8.389e-04 3.015e-02 7.968e-05 2.603e-03 2.604e-02 8.395e-04 1.785e-03 6.438e-02 4.777e-02 1.705e-02 2.117e-03 1.702e-08 1.600e-02 2.113e-01 4.734e-03 +86 TP 4 2.235e-02 5.536e-02 1.297e-01 1.372e-01 2.573e-01 3.934e-09 3.411e-02 1.995e-02 1.399e-08 3.115e-04 1.546e-04 9.868e-02 2.931e-03 2.987e-04 1.441e-02 3.067e-04 9.360e-03 5.950e-02 2.308e-02 1.532e-02 4.189e-03 1.347e-08 3.114e-02 8.361e-02 6.926e-04 +86 TP 5 8.044e-03 2.634e-02 6.418e-02 1.680e-01 2.849e-01 2.854e-09 1.206e-02 8.045e-03 1.214e-07 4.702e-04 2.883e-04 1.624e-01 1.965e-04 1.132e-02 1.586e-02 3.959e-05 3.427e-03 2.394e-04 3.595e-02 6.510e-02 4.710e-02 5.219e-09 6.438e-02 1.658e-02 5.046e-03 +86 TP 6 7.363e-08 2.531e-05 3.055e-05 3.758e-09 6.090e-06 4.870e-01 3.402e-05 4.139e-08 3.368e-09 9.730e-05 1.335e-07 1.260e-10 1.234e-09 3.099e-10 4.375e-06 2.081e-09 3.626e-10 9.424e-05 6.087e-10 2.571e-10 1.230e-10 5.127e-01 1.792e-08 1.564e-05 2.383e-06 +86 TP 7 4.602e-03 3.384e-02 1.450e-01 5.459e-02 2.550e-01 2.255e-08 4.147e-02 1.281e-02 1.060e-07 3.044e-04 3.980e-04 1.278e-01 2.579e-05 6.150e-03 2.669e-02 4.396e-04 8.013e-03 1.269e-02 1.702e-02 2.903e-02 5.428e-02 4.749e-08 4.471e-02 1.198e-01 5.301e-03 +86 TP 8 4.740e-02 4.514e-02 1.613e-01 7.199e-02 1.094e-01 2.052e-08 2.193e-02 1.572e-02 2.660e-06 1.889e-02 3.203e-04 1.237e-02 2.870e-04 6.925e-03 2.125e-02 2.387e-03 4.205e-03 4.336e-02 9.479e-02 3.256e-02 1.500e-02 5.875e-08 4.225e-02 2.300e-01 2.622e-03 +86 TP 9 6.047e-05 1.310e-08 2.355e-08 2.452e-09 5.328e-10 1.284e-02 1.236e-10 5.164e-08 7.950e-01 1.223e-10 3.922e-10 1.423e-10 2.013e-05 1.210e-10 1.764e-09 3.233e-07 1.339e-10 1.144e-09 7.280e-05 7.960e-10 9.094e-11 1.920e-01 1.432e-09 4.956e-09 1.422e-10 +86 TP 10 9.092e-08 2.013e-01 3.526e-01 8.914e-04 1.340e-03 2.357e-08 1.408e-02 3.172e-03 2.369e-02 2.339e-08 2.839e-01 6.228e-08 1.434e-08 1.241e-07 4.064e-02 4.272e-03 5.416e-07 2.800e-02 1.259e-04 1.770e-05 5.503e-08 2.643e-07 3.277e-03 4.243e-02 2.610e-04 +86 TP 11 6.813e-05 7.145e-02 4.103e-01 2.102e-02 2.717e-02 3.232e-02 2.842e-02 1.416e-02 2.378e-05 6.521e-02 8.474e-03 1.843e-03 4.307e-05 1.153e-03 2.943e-02 1.113e-03 5.221e-04 1.262e-01 2.597e-03 2.885e-03 8.804e-04 4.840e-07 2.051e-02 1.285e-01 5.669e-03 +86 TP 12 9.083e-03 6.985e-02 4.380e-01 1.174e-01 4.158e-02 2.151e-09 1.680e-02 3.101e-03 1.591e-08 1.857e-06 9.918e-04 2.127e-02 1.357e-03 2.712e-03 3.124e-02 1.136e-04 9.013e-03 3.170e-02 1.725e-02 1.443e-01 1.841e-06 1.562e-06 6.099e-03 3.609e-02 1.982e-03 +86 TP 13 3.084e-08 1.079e-01 2.027e-03 1.067e-07 1.124e-04 1.398e-08 2.544e-04 3.578e-04 4.111e-08 8.495e-09 2.784e-05 1.700e-08 6.266e-01 1.551e-06 8.739e-06 2.363e-01 1.807e-07 7.453e-04 1.168e-03 2.415e-02 1.084e-08 3.473e-08 1.750e-06 3.936e-05 2.177e-04 +86 TP 14 2.119e-03 3.820e-02 2.322e-01 1.152e-01 9.885e-02 4.465e-08 1.785e-02 4.100e-03 2.005e-07 2.556e-04 1.487e-03 9.490e-02 3.217e-03 1.054e-02 3.236e-02 4.260e-05 3.627e-03 7.484e-02 1.841e-02 1.118e-01 1.880e-03 3.658e-07 6.660e-03 1.289e-01 2.524e-03 +86 TP 15 6.060e-03 4.644e-02 2.231e-01 6.178e-02 1.701e-01 1.137e-08 3.216e-02 8.367e-03 2.021e-07 1.413e-04 2.337e-04 8.084e-02 4.308e-06 4.705e-03 2.136e-02 8.349e-04 5.439e-03 2.297e-02 4.143e-02 5.953e-03 1.892e-02 4.964e-08 4.065e-02 2.040e-01 4.485e-03 +86 TP 16 2.223e-02 3.968e-02 1.562e-02 2.079e-04 4.189e-04 3.000e-09 4.024e-04 1.234e-03 4.606e-02 1.151e-03 2.564e-04 7.058e-05 9.896e-03 2.041e-05 1.022e-04 7.774e-01 3.442e-05 2.180e-03 7.550e-02 2.019e-04 4.217e-07 2.047e-06 2.852e-04 6.875e-03 1.470e-04 +86 TP 17 5.297e-03 5.587e-02 2.036e-01 1.283e-01 8.600e-02 4.179e-08 2.243e-02 3.064e-03 1.829e-07 3.416e-06 1.840e-03 8.376e-02 8.742e-04 8.984e-03 3.201e-02 1.304e-04 9.558e-03 2.084e-02 2.540e-02 1.365e-01 1.701e-04 3.636e-07 1.237e-03 1.663e-01 7.787e-03 +86 TP 18 2.102e-03 7.463e-02 5.519e-02 1.685e-01 2.567e-01 6.965e-09 8.846e-03 1.020e-02 1.101e-06 2.826e-06 9.746e-04 4.611e-02 9.018e-06 5.924e-03 2.985e-02 1.011e-03 7.618e-03 3.357e-02 1.550e-02 4.272e-02 1.405e-02 5.218e-08 5.028e-03 2.188e-01 2.643e-03 +86 TP 19 2.029e-01 5.850e-02 2.214e-01 2.770e-02 5.152e-02 2.542e-09 6.208e-03 2.937e-02 3.910e-06 1.335e-03 8.531e-05 9.135e-03 1.283e-04 7.877e-04 3.008e-02 2.058e-02 3.349e-04 5.664e-03 3.058e-01 1.561e-02 7.176e-05 1.807e-08 2.692e-03 5.108e-03 4.989e-03 +86 TP 20 3.175e-02 2.794e-02 5.454e-02 1.391e-01 9.831e-02 5.401e-09 2.189e-04 8.375e-04 1.572e-08 1.912e-09 4.096e-04 2.086e-01 2.311e-03 7.249e-03 1.567e-02 3.388e-05 6.073e-03 1.564e-02 3.399e-02 3.096e-01 8.114e-06 5.207e-08 1.418e-02 3.046e-02 3.045e-03 +86 TP 21 6.012e-09 1.875e-01 2.003e-01 1.076e-01 1.932e-01 6.202e-09 6.226e-02 6.875e-04 1.027e-07 1.386e-08 3.707e-03 2.192e-04 4.963e-09 5.504e-03 2.999e-02 2.064e-05 2.039e-03 8.653e-02 3.875e-04 2.164e-02 1.051e-07 1.762e-06 1.483e-02 8.312e-02 3.015e-04 +86 TP 22 3.872e-10 3.458e-10 3.275e-10 1.475e-10 4.759e-10 5.858e-03 4.319e-10 2.408e-10 1.549e-01 6.768e-06 6.287e-11 5.328e-11 1.727e-11 6.777e-11 3.390e-10 7.121e-11 8.020e-11 3.090e-10 2.332e-10 2.019e-10 4.684e-11 8.393e-01 2.402e-10 3.615e-10 1.739e-10 +86 TP 23 7.365e-03 5.740e-02 8.690e-02 3.058e-02 2.295e-01 9.782e-09 8.558e-03 3.033e-02 6.606e-08 4.247e-02 9.529e-05 1.751e-01 3.060e-04 4.800e-03 2.106e-02 8.543e-05 1.234e-02 5.333e-02 5.881e-02 2.643e-02 2.998e-02 2.895e-08 5.182e-02 7.154e-02 1.190e-03 +86 TP 24 5.524e-03 3.690e-02 1.201e-01 1.419e-01 1.654e-01 1.394e-08 3.281e-02 3.049e-02 1.318e-06 1.014e-03 1.037e-03 4.484e-02 5.195e-04 2.230e-03 2.994e-02 3.253e-04 4.215e-03 2.124e-03 9.114e-02 1.287e-02 1.756e-02 9.987e-09 5.953e-02 1.942e-01 5.383e-03 +86 TP 25 1.563e-02 2.841e-02 1.524e-01 1.032e-01 3.060e-01 7.284e-08 1.672e-02 4.657e-03 1.242e-06 3.097e-04 7.786e-04 1.486e-01 2.101e-04 7.274e-03 2.056e-02 1.372e-03 7.529e-04 6.457e-02 1.034e-02 2.950e-02 2.019e-03 2.003e-07 5.766e-02 2.741e-02 1.729e-03 +87 IP 1 1.000e+00 +87 IP 2 2.989e-09 +87 IP 3 5.915e-09 +87 IP 4 2.690e-09 +87 IP 5 7.107e-08 +87 IP 6 3.109e-09 +87 IP 7 7.027e-08 +87 IP 8 4.602e-09 +87 EP 1 9.998e-01 1.330e-04 2.552e-05 1.449e-09 +87 EP 2 1.520e-01 3.218e-10 8.480e-01 2.672e-10 +87 EP 3 7.989e-01 1.263e-02 3.060e-09 1.885e-01 +87 EP 4 3.452e-03 1.947e-01 8.018e-01 1.490e-07 +87 EP 5 8.714e-01 1.081e-02 1.514e-10 1.178e-01 +87 EP 6 2.169e-01 7.231e-04 7.824e-01 8.952e-08 +87 EP 7 8.885e-01 6.437e-03 1.051e-01 1.129e-10 +87 EP 8 9.267e-01 1.979e-03 7.127e-02 6.128e-08 +87 TP 1 4.494e-01 1.759e-09 1.013e-01 1.925e-03 2.045e-01 5.434e-05 2.311e-01 1.176e-02 +87 TP 2 9.536e-10 5.682e-01 8.063e-10 1.433e-09 2.620e-09 2.523e-10 4.318e-01 7.578e-10 +87 TP 3 2.107e-02 5.400e-10 9.690e-01 5.291e-03 7.255e-10 4.607e-03 9.357e-10 1.095e-06 +87 TP 4 9.883e-01 3.889e-08 4.086e-04 1.116e-02 4.649e-08 6.433e-08 6.486e-08 1.003e-04 +87 TP 5 1.122e-05 9.037e-03 7.107e-10 4.540e-05 7.969e-01 6.744e-11 1.940e-01 2.526e-10 +87 TP 6 3.125e-01 6.542e-08 1.165e-04 1.148e-07 8.804e-08 1.277e-01 7.436e-03 5.523e-01 +87 TP 7 2.938e-10 4.368e-03 3.180e-10 1.748e-11 1.485e-01 1.044e-11 8.472e-01 8.632e-11 +87 TP 8 5.625e-02 4.325e-04 7.530e-01 2.025e-07 1.109e-07 2.388e-02 8.976e-08 1.665e-01 +88 IP 1 7.997e-03 +88 IP 2 3.378e-09 +88 IP 3 5.232e-09 +88 IP 4 9.920e-01 +88 IP 5 3.781e-09 +88 IP 6 3.413e-09 +88 EP 1 9.722e-01 3.149e-03 1.402e-03 2.324e-02 +88 EP 2 2.665e-07 1.115e-01 7.489e-01 1.396e-01 +88 EP 3 3.259e-01 8.942e-10 6.741e-01 3.159e-10 +88 EP 4 8.906e-01 7.905e-03 5.056e-02 5.098e-02 +88 EP 5 7.782e-01 8.747e-03 1.055e-09 2.130e-01 +88 EP 6 6.498e-01 4.895e-03 3.453e-01 2.771e-08 +88 TP 1 4.084e-01 3.445e-02 2.473e-02 1.307e-06 5.067e-01 2.571e-02 +88 TP 2 9.929e-01 7.057e-03 3.009e-07 6.311e-07 2.706e-06 1.043e-06 +88 TP 3 6.244e-04 7.290e-11 5.889e-01 4.104e-01 7.078e-10 1.249e-04 +88 TP 4 1.163e-10 7.759e-12 7.739e-03 9.923e-01 1.587e-10 2.215e-11 +88 TP 5 3.286e-02 1.144e-09 7.936e-03 1.099e-08 9.487e-01 1.051e-02 +88 TP 6 2.555e-01 2.264e-06 2.541e-04 2.487e-07 2.748e-01 4.695e-01 +89 IP 1 3.571e-09 +89 IP 2 4.121e-03 +89 IP 3 3.293e-09 +89 IP 4 9.959e-01 +89 IP 5 3.358e-09 +89 IP 6 9.405e-06 +89 IP 7 3.279e-09 +89 EP 1 8.229e-01 4.747e-03 1.724e-01 1.529e-09 +89 EP 2 9.786e-01 5.079e-03 4.780e-04 1.579e-02 +89 EP 3 3.107e-01 2.747e-03 6.019e-08 6.865e-01 +89 EP 4 8.685e-01 6.130e-03 1.253e-01 3.290e-05 +89 EP 5 1.552e-01 6.673e-07 8.448e-01 6.933e-10 +89 EP 6 9.122e-01 7.914e-03 1.660e-10 7.990e-02 +89 EP 7 3.096e-06 1.586e-01 6.576e-08 8.414e-01 +89 TP 1 8.802e-01 5.005e-02 2.896e-09 2.142e-09 6.978e-02 2.186e-09 1.798e-08 +89 TP 2 3.515e-01 3.462e-01 1.332e-02 2.510e-08 6.042e-02 2.568e-08 2.286e-01 +89 TP 3 1.216e-02 1.070e-02 8.585e-01 8.672e-04 1.176e-01 1.860e-04 2.364e-06 +89 TP 4 1.618e-11 1.171e-07 2.189e-10 7.963e-01 5.583e-04 2.031e-01 4.357e-12 +89 TP 5 4.164e-02 1.904e-03 3.201e-04 1.271e-01 8.290e-01 2.033e-08 1.021e-04 +89 TP 6 1.511e-10 2.127e-06 6.038e-10 1.683e-01 1.330e-04 8.315e-01 5.732e-11 +89 TP 7 5.168e-01 1.898e-01 1.421e-06 1.424e-01 1.336e-01 3.116e-04 1.704e-02 +90 IP 1 3.669e-03 +90 IP 2 4.681e-09 +90 IP 3 9.963e-01 +90 IP 4 4.405e-09 +90 IP 5 5.847e-09 +90 EP 1 9.588e-01 3.535e-03 4.005e-03 3.367e-02 +90 EP 2 5.771e-01 1.178e-02 4.756e-09 4.111e-01 +90 EP 3 9.052e-01 6.031e-03 4.854e-02 4.018e-02 +90 EP 4 3.308e-03 6.994e-02 9.267e-01 2.042e-07 +90 EP 5 3.180e-01 1.576e-03 6.804e-01 7.664e-10 +90 TP 1 4.447e-01 4.492e-01 5.988e-08 4.992e-02 5.623e-02 +90 TP 2 5.462e-02 9.022e-01 1.033e-08 1.323e-03 4.182e-02 +90 TP 3 4.260e-11 8.334e-12 9.978e-01 2.761e-12 2.197e-03 +90 TP 4 4.250e-01 5.235e-02 2.530e-07 7.159e-02 4.510e-01 +90 TP 5 5.038e-04 7.053e-04 2.655e-01 3.204e-04 7.330e-01 +91 IP 1 8.265e-03 +91 IP 2 5.456e-09 +91 IP 3 4.652e-09 +91 IP 4 9.917e-01 +91 IP 5 4.651e-09 +91 IP 6 5.730e-09 +91 IP 7 4.670e-09 +91 EP 1 9.902e-01 1.837e-03 7.982e-03 1.318e-08 +91 EP 2 7.678e-01 6.279e-03 2.921e-05 2.259e-01 +91 EP 3 3.356e-02 1.644e-02 9.500e-01 6.126e-08 +91 EP 4 9.138e-01 4.984e-03 4.745e-02 3.373e-02 +91 EP 5 2.056e-05 3.705e-02 9.629e-01 8.845e-08 +91 EP 6 2.944e-01 9.611e-09 7.056e-01 8.369e-09 +91 EP 7 2.094e-01 2.150e-01 5.756e-01 2.243e-07 +91 TP 1 3.799e-01 4.970e-01 5.244e-02 2.390e-02 8.071e-03 6.708e-03 3.197e-02 +91 TP 2 3.278e-02 9.495e-01 1.257e-02 2.640e-07 5.096e-03 1.718e-08 2.483e-05 +91 TP 3 5.587e-01 9.503e-07 4.969e-02 5.078e-07 5.176e-04 3.485e-01 4.262e-02 +91 TP 4 1.097e-11 1.975e-11 1.761e-06 9.990e-01 9.989e-09 1.020e-03 3.272e-11 +91 TP 5 1.630e-01 2.770e-07 3.756e-01 1.585e-04 4.380e-01 2.904e-04 2.300e-02 +91 TP 6 9.003e-05 9.755e-04 8.277e-04 1.965e-01 1.501e-04 8.012e-01 2.420e-04 +91 TP 7 4.269e-01 4.828e-01 3.708e-03 1.340e-06 4.007e-05 6.941e-02 1.712e-02 +92 IP 1 8.701e-09 +92 IP 2 1.000e+00 +92 IP 3 7.304e-09 +92 EP 1 2.625e-01 1.283e-03 7.362e-01 1.967e-10 +92 EP 2 9.441e-01 3.969e-03 2.277e-02 2.912e-02 +92 EP 3 4.001e-01 2.247e-01 3.752e-01 2.647e-08 +92 TP 1 2.142e-01 7.857e-01 1.267e-04 +92 TP 2 2.922e-02 9.708e-01 2.896e-12 +92 TP 3 3.059e-07 1.104e-01 8.896e-01 +93 IP 1 1.000e+00 +93 IP 2 4.808e-09 +93 IP 3 5.972e-09 +93 IP 4 5.083e-09 +93 IP 5 1.135e-07 +93 EP 1 9.747e-01 1.045e-04 2.518e-02 2.718e-10 +93 EP 2 3.046e-07 1.000e+00 2.174e-07 5.453e-08 +93 EP 3 4.044e-01 8.242e-04 5.948e-01 9.301e-10 +93 EP 4 3.563e-02 6.611e-03 9.578e-01 2.166e-10 +93 EP 5 9.691e-01 3.273e-03 9.421e-06 2.763e-02 +93 TP 1 3.789e-01 7.565e-11 2.355e-06 5.661e-02 5.645e-01 +93 TP 2 8.415e-01 2.344e-08 1.544e-01 4.111e-03 2.048e-06 +93 TP 3 1.325e-02 2.301e-04 7.498e-01 2.034e-04 2.366e-01 +93 TP 4 7.811e-01 1.109e-03 2.693e-05 4.543e-02 1.723e-01 +93 TP 5 1.115e-02 6.489e-12 2.936e-03 3.659e-02 9.493e-01 +94 IP 1 4.269e-03 +94 IP 2 9.957e-01 +94 IP 3 1.054e-09 +94 IP 4 1.403e-07 +94 IP 5 6.730e-10 +94 IP 6 1.123e-08 +94 IP 7 1.444e-09 +94 EP 1 7.298e-01 5.006e-05 2.702e-01 3.539e-09 +94 EP 2 9.999e-01 5.101e-06 1.275e-06 7.924e-05 +94 EP 3 5.736e-01 1.915e-02 7.138e-09 4.073e-01 +94 EP 4 9.976e-01 1.441e-03 1.005e-03 9.224e-10 +94 EP 5 8.353e-02 7.250e-08 3.023e-08 9.165e-01 +94 EP 6 9.494e-01 5.057e-02 7.572e-07 6.717e-07 +94 EP 7 3.884e-01 3.808e-03 6.078e-01 9.735e-10 +94 TP 1 1.830e-01 2.254e-01 4.503e-03 5.457e-01 1.717e-10 2.948e-02 1.189e-02 +94 TP 2 2.871e-02 6.566e-01 9.886e-02 1.680e-01 7.638e-11 4.785e-02 1.806e-09 +94 TP 3 7.220e-02 6.630e-01 5.291e-02 1.904e-01 1.952e-03 1.127e-02 8.283e-03 +94 TP 4 2.917e-01 2.913e-01 4.130e-03 4.086e-01 1.904e-10 4.345e-03 9.118e-09 +94 TP 5 1.921e-01 2.996e-07 4.771e-01 2.583e-07 2.552e-01 1.340e-07 7.555e-02 +94 TP 6 6.139e-05 7.456e-01 2.667e-02 5.615e-02 6.008e-10 1.715e-01 2.280e-07 +94 TP 7 2.654e-01 1.422e-01 9.460e-03 2.490e-07 1.287e-09 8.058e-08 5.829e-01 +95 IP 1 2.255e-10 +95 IP 2 1.000e+00 +95 IP 3 1.713e-08 +95 IP 4 1.843e-09 +95 IP 5 4.733e-10 +95 IP 6 1.579e-10 +95 EP 1 3.023e-01 6.720e-04 6.970e-01 2.255e-05 +95 EP 2 1.000e+00 7.291e-11 1.449e-10 2.058e-10 +95 EP 3 9.972e-01 1.362e-03 1.407e-03 9.086e-09 +95 EP 4 9.600e-01 3.055e-03 4.322e-06 3.699e-02 +95 EP 5 7.686e-01 6.366e-03 2.250e-01 2.375e-09 +95 EP 6 2.837e-07 1.443e-01 5.494e-06 8.557e-01 +95 TP 1 5.711e-02 2.500e-02 8.875e-01 1.085e-02 1.862e-02 9.561e-04 +95 TP 2 5.025e-08 4.629e-01 5.271e-01 9.674e-03 2.011e-10 2.854e-04 +95 TP 3 2.759e-02 4.450e-03 9.073e-01 5.298e-02 2.733e-10 7.672e-03 +95 TP 4 1.037e-01 6.859e-02 8.776e-03 7.590e-01 1.164e-09 5.996e-02 +95 TP 5 6.394e-01 2.210e-07 1.801e-07 5.682e-08 3.143e-01 4.633e-02 +95 TP 6 1.609e-02 9.717e-01 6.947e-06 1.045e-07 1.026e-02 1.949e-03 diff --git a/mess/data/models/pbsim3/ERRHMM-SEQUEL.model b/mess/data/models/pbsim3/ERRHMM-SEQUEL.model new file mode 100644 index 0000000..cfed22e --- /dev/null +++ b/mess/data/models/pbsim3/ERRHMM-SEQUEL.model @@ -0,0 +1,717 @@ +72 IP 1 2.667e-02 +72 IP 2 9.733e-01 +72 IP 3 9.564e-10 +72 IP 4 9.562e-10 +72 IP 5 1.825e-08 +72 EP 1 9.985e-01 6.327e-04 8.235e-04 1.548e-08 +72 EP 2 9.315e-01 4.257e-02 1.713e-09 2.596e-02 +72 EP 3 2.801e-02 1.189e-07 9.720e-01 1.188e-07 +72 EP 4 1.801e-02 3.807e-08 9.820e-01 3.807e-08 +72 EP 5 5.870e-01 6.507e-03 4.065e-01 2.938e-11 +72 TP 1 4.978e-01 4.826e-01 1.945e-02 6.237e-05 1.189e-04 +72 TP 2 3.052e-08 7.528e-01 3.393e-12 4.174e-11 2.472e-01 +72 TP 3 4.505e-01 3.955e-07 3.581e-01 1.913e-01 3.417e-07 +72 TP 4 1.379e-02 1.916e-05 1.578e-01 8.277e-01 7.133e-04 +72 TP 5 4.039e-12 1.549e-01 2.199e-12 4.792e-06 8.451e-01 +73 IP 1 9.443e-10 +73 IP 2 9.136e-01 +73 IP 3 2.872e-08 +73 IP 4 8.517e-10 +73 IP 5 8.432e-10 +73 IP 6 8.432e-10 +73 IP 7 8.448e-10 +73 IP 8 8.432e-10 +73 IP 9 8.637e-02 +73 IP 10 8.432e-10 +73 IP 11 8.550e-10 +73 EP 1 9.927e-01 1.620e-05 7.314e-03 3.015e-10 +73 EP 2 9.987e-01 6.608e-10 1.563e-09 1.270e-03 +73 EP 3 5.971e-01 2.176e-02 3.812e-01 5.088e-10 +73 EP 4 9.877e-01 1.231e-02 7.265e-09 8.310e-09 +73 EP 5 2.937e-06 1.000e+00 1.123e-07 1.818e-08 +73 EP 6 3.770e-07 1.698e-01 6.392e-08 8.302e-01 +73 EP 7 3.262e-02 2.323e-05 9.674e-01 2.909e-10 +73 EP 8 7.685e-06 8.689e-01 2.018e-05 1.311e-01 +73 EP 9 9.988e-01 2.144e-07 1.197e-03 4.318e-10 +73 EP 10 2.035e-06 4.132e-01 1.430e-02 5.725e-01 +73 EP 11 2.378e-01 1.821e-09 7.622e-01 3.633e-10 +73 TP 1 2.429e-01 1.706e-09 2.408e-09 1.246e-03 4.436e-03 1.913e-03 6.388e-03 2.162e-04 3.046e-01 6.754e-10 4.383e-01 +73 TP 2 1.850e-10 6.909e-01 2.407e-01 4.686e-05 4.337e-11 1.374e-11 4.462e-04 7.162e-10 2.276e-10 6.788e-02 2.317e-10 +73 TP 3 1.298e-10 1.559e-01 8.440e-01 3.540e-05 9.098e-11 7.149e-12 8.484e-10 2.545e-05 7.212e-10 1.574e-08 1.192e-10 +73 TP 4 4.131e-03 6.299e-08 1.083e-07 5.055e-01 2.146e-01 2.416e-01 4.026e-03 2.352e-02 6.588e-03 1.768e-08 8.607e-06 +73 TP 5 4.935e-01 1.396e-02 9.750e-08 1.100e-03 2.842e-03 4.193e-08 1.661e-08 6.713e-03 3.295e-01 1.962e-08 1.524e-01 +73 TP 6 3.398e-01 5.249e-08 9.198e-07 1.319e-02 8.992e-04 2.363e-02 5.096e-02 8.700e-04 4.725e-01 2.668e-08 9.814e-02 +73 TP 7 4.656e-02 8.849e-03 1.722e-08 2.977e-04 3.758e-10 1.455e-05 8.209e-01 9.172e-09 2.534e-02 1.583e-04 9.790e-02 +73 TP 8 1.046e-02 3.672e-07 3.210e-07 5.335e-02 6.133e-02 4.658e-08 4.779e-08 2.527e-07 8.749e-01 6.452e-08 5.323e-08 +73 TP 9 4.326e-01 3.588e-03 1.010e-01 1.024e-02 3.405e-03 2.144e-09 1.994e-02 1.522e-03 3.741e-01 2.200e-09 5.365e-02 +73 TP 10 4.236e-10 8.635e-01 4.768e-02 6.249e-11 5.455e-11 4.422e-11 2.247e-10 4.362e-11 3.094e-10 8.881e-02 1.180e-10 +73 TP 11 4.265e-01 2.775e-09 3.418e-09 1.834e-04 2.604e-03 8.740e-05 1.323e-01 1.359e-04 1.345e-01 9.576e-10 3.038e-01 +74 IP 1 1.640e-06 +74 IP 2 8.210e-10 +74 IP 3 8.210e-10 +74 IP 4 1.000e+00 +74 IP 5 2.392e-09 +74 IP 6 8.210e-10 +74 IP 7 8.386e-10 +74 IP 8 8.293e-10 +74 IP 9 8.684e-10 +74 EP 1 1.000e+00 1.173e-06 6.308e-09 1.943e-06 +74 EP 2 1.038e-07 3.069e-02 1.155e-08 9.693e-01 +74 EP 3 9.950e-07 7.903e-07 7.120e-07 1.000e+00 +74 EP 4 9.777e-01 1.651e-02 5.809e-03 1.134e-08 +74 EP 5 7.194e-01 1.647e-02 2.642e-01 1.651e-10 +74 EP 6 9.827e-08 3.235e-01 1.062e-07 6.765e-01 +74 EP 7 5.144e-02 9.358e-11 9.486e-01 4.560e-11 +74 EP 8 5.696e-01 4.303e-01 3.000e-07 1.003e-04 +74 EP 9 9.713e-01 4.002e-03 1.017e-02 1.451e-02 +74 TP 1 5.770e-01 3.535e-01 4.105e-03 3.684e-07 4.824e-08 4.000e-07 5.977e-09 1.423e-02 5.123e-02 +74 TP 2 5.995e-01 3.553e-01 1.710e-08 4.089e-07 3.512e-02 2.769e-07 8.994e-09 1.778e-03 8.323e-03 +74 TP 3 6.782e-01 1.168e-06 3.217e-01 9.400e-05 4.220e-06 2.240e-05 7.042e-07 8.720e-07 1.080e-06 +74 TP 4 2.926e-11 4.722e-11 1.068e-10 6.200e-01 2.342e-01 1.339e-01 1.187e-02 2.532e-06 1.197e-11 +74 TP 5 7.958e-12 1.116e-11 1.861e-11 1.621e-01 8.121e-01 2.643e-04 2.552e-02 2.462e-09 3.648e-12 +74 TP 6 3.822e-10 1.775e-09 2.432e-09 8.069e-01 5.380e-02 1.372e-01 2.070e-03 3.666e-06 7.547e-05 +74 TP 7 2.541e-11 3.118e-11 2.321e-11 1.440e-01 2.210e-01 1.324e-03 6.337e-01 2.483e-11 1.640e-08 +74 TP 8 6.474e-01 1.807e-02 2.094e-07 2.569e-03 1.001e-06 1.358e-01 2.285e-07 2.977e-02 1.663e-01 +74 TP 9 3.852e-01 9.659e-04 3.536e-08 2.963e-06 4.559e-08 1.125e-05 1.332e-03 2.865e-02 5.838e-01 +75 IP 1 8.105e-10 +75 IP 2 1.686e-07 +75 IP 3 2.722e-04 +75 IP 4 1.028e-09 +75 IP 5 9.997e-01 +75 IP 6 8.106e-10 +75 IP 7 9.082e-10 +75 IP 8 8.145e-10 +75 EP 1 3.511e-04 9.290e-01 7.067e-02 1.238e-07 +75 EP 2 8.012e-01 5.413e-02 3.194e-11 1.446e-01 +75 EP 3 9.783e-01 1.010e-03 2.067e-02 9.808e-10 +75 EP 4 6.168e-01 3.532e-03 3.796e-01 1.561e-09 +75 EP 5 7.219e-01 3.237e-02 2.457e-01 1.928e-11 +75 EP 6 1.244e-03 7.037e-02 2.802e-07 9.284e-01 +75 EP 7 3.614e-01 9.362e-06 6.386e-01 2.085e-09 +75 EP 8 3.345e-02 1.498e-10 9.665e-01 1.396e-10 +75 TP 1 7.252e-03 6.708e-08 7.613e-01 2.111e-07 9.954e-02 8.802e-05 1.139e-01 1.794e-02 +75 TP 2 6.524e-12 8.777e-01 2.015e-11 1.752e-11 1.223e-01 3.834e-12 2.257e-11 1.567e-10 +75 TP 3 7.265e-03 1.840e-03 6.221e-01 1.626e-01 1.073e-08 2.410e-03 1.022e-01 1.016e-01 +75 TP 4 1.750e-09 4.033e-09 3.592e-01 4.185e-01 1.078e-08 1.013e-04 2.147e-01 7.453e-03 +75 TP 5 5.348e-06 1.117e-01 4.484e-11 2.830e-11 8.850e-01 7.524e-12 4.109e-11 3.265e-03 +75 TP 6 2.328e-04 2.208e-07 9.729e-01 2.164e-07 1.292e-02 1.740e-04 1.578e-07 1.382e-02 +75 TP 7 2.411e-03 6.928e-09 4.155e-01 2.997e-01 2.436e-08 7.241e-05 3.786e-02 2.445e-01 +75 TP 8 3.079e-06 8.141e-09 3.514e-02 1.821e-03 1.311e-01 7.108e-05 4.105e-02 7.908e-01 +76 IP 1 1.980e-07 +76 IP 2 1.000e+00 +76 IP 3 8.681e-10 +76 IP 4 9.148e-10 +76 IP 5 8.972e-10 +76 IP 6 1.643e-09 +76 IP 7 8.075e-09 +76 IP 8 8.771e-10 +76 IP 9 8.681e-10 +76 IP 10 8.867e-10 +76 IP 11 9.737e-10 +76 IP 12 8.941e-10 +76 IP 13 8.861e-10 +76 IP 14 2.443e-09 +76 IP 15 8.681e-10 +76 IP 16 8.686e-10 +76 IP 17 9.750e-10 +76 IP 18 1.011e-09 +76 IP 19 2.896e-09 +76 EP 1 9.801e-01 1.988e-02 2.317e-05 3.274e-10 +76 EP 2 1.000e+00 1.240e-09 5.355e-10 8.636e-10 +76 EP 3 2.480e-03 9.561e-01 2.146e-08 4.138e-02 +76 EP 4 9.993e-01 8.153e-05 1.193e-09 6.406e-04 +76 EP 5 9.985e-01 1.236e-03 9.226e-10 2.628e-04 +76 EP 6 9.961e-01 3.101e-03 7.812e-04 4.047e-10 +76 EP 7 7.739e-01 6.958e-02 1.368e-02 1.428e-01 +76 EP 8 4.534e-01 7.543e-03 5.496e-10 5.390e-01 +76 EP 9 1.597e-03 9.983e-01 4.198e-07 5.774e-05 +76 EP 10 6.705e-01 5.699e-02 2.183e-09 2.725e-01 +76 EP 11 9.981e-01 1.408e-03 4.934e-04 5.053e-09 +76 EP 12 9.992e-01 7.037e-04 2.141e-07 5.421e-05 +76 EP 13 9.934e-01 2.156e-03 2.731e-09 4.430e-03 +76 EP 14 9.673e-01 2.990e-02 3.633e-09 2.790e-03 +76 EP 15 7.518e-04 2.264e-01 7.728e-01 1.410e-08 +76 EP 16 5.265e-02 2.477e-01 7.956e-07 6.996e-01 +76 EP 17 2.339e-01 3.405e-04 7.657e-01 6.077e-11 +76 EP 18 1.594e-01 1.137e-01 5.742e-01 1.527e-01 +76 EP 19 6.720e-01 2.888e-03 3.251e-01 1.725e-10 +76 TP 1 3.174e-01 3.473e-11 8.173e-12 8.485e-12 8.484e-12 7.204e-02 1.731e-04 8.470e-12 8.142e-12 8.378e-12 8.630e-12 8.405e-12 8.467e-12 5.273e-01 8.447e-12 8.250e-12 2.616e-02 5.690e-02 1.139e-10 +76 TP 2 1.130e-01 7.017e-01 2.673e-10 1.461e-03 3.047e-04 2.019e-09 1.760e-01 1.685e-06 2.665e-10 2.337e-05 7.352e-03 7.612e-06 1.206e-04 4.605e-09 2.908e-10 2.769e-10 5.223e-10 9.590e-10 3.871e-09 +76 TP 3 1.989e-08 9.942e-05 1.023e-04 1.468e-01 2.151e-01 1.982e-08 2.131e-07 9.392e-02 2.809e-08 3.059e-01 4.817e-04 1.748e-03 1.884e-01 1.986e-08 1.865e-02 2.879e-02 1.967e-08 1.998e-08 6.650e-08 +76 TP 4 1.230e-09 3.106e-05 3.075e-02 1.261e-01 2.526e-01 1.223e-09 2.589e-08 2.833e-01 2.408e-03 6.692e-02 1.259e-03 8.963e-04 1.356e-01 1.230e-09 9.558e-02 4.468e-03 1.202e-09 1.224e-09 2.119e-05 +76 TP 5 9.388e-10 3.128e-05 8.491e-03 1.340e-01 2.412e-01 9.355e-10 1.234e-08 3.915e-01 7.481e-05 5.187e-02 1.467e-03 3.464e-04 1.110e-01 9.387e-10 2.422e-03 5.759e-02 9.263e-10 9.359e-10 2.401e-07 +76 TP 6 1.909e-01 1.545e-10 3.167e-11 3.293e-11 3.295e-11 2.713e-01 8.231e-05 3.289e-11 3.156e-11 3.252e-11 3.352e-11 3.262e-11 3.286e-11 2.913e-02 3.272e-11 3.198e-11 3.458e-01 1.629e-01 4.107e-10 +76 TP 7 8.470e-06 5.599e-11 5.577e-09 8.304e-07 7.877e-11 2.672e-05 9.401e-01 4.410e-11 8.285e-09 4.834e-11 9.714e-11 3.882e-11 1.534e-10 6.270e-05 2.315e-06 4.693e-10 8.334e-10 1.616e-04 5.960e-02 +76 TP 8 5.724e-10 4.052e-05 9.472e-10 1.825e-01 1.709e-01 5.644e-10 8.428e-09 5.123e-01 7.503e-09 1.179e-01 1.692e-03 5.632e-04 1.412e-02 5.705e-10 3.053e-08 1.788e-06 4.896e-07 5.679e-10 2.571e-09 +76 TP 9 3.557e-07 1.214e-04 9.003e-03 5.992e-01 3.365e-01 3.549e-07 6.285e-06 4.404e-07 2.983e-05 2.788e-02 7.376e-03 8.798e-03 1.110e-02 3.555e-07 3.579e-07 6.639e-07 3.556e-07 3.546e-07 9.605e-07 +76 TP 10 1.997e-09 8.988e-05 2.208e-08 3.339e-01 3.224e-01 1.978e-09 2.974e-08 4.047e-03 8.749e-07 2.490e-01 9.775e-03 3.439e-03 7.727e-02 1.991e-09 2.397e-09 1.866e-05 2.019e-09 1.971e-09 1.029e-08 +76 TP 11 5.269e-09 6.742e-04 3.796e-07 6.051e-02 2.318e-01 5.459e-09 1.707e-01 5.597e-02 7.891e-09 1.397e-01 2.453e-01 3.354e-04 2.850e-02 5.320e-09 4.517e-02 2.144e-02 5.102e-09 5.079e-09 1.156e-06 +76 TP 12 2.193e-07 4.888e-05 4.497e-02 2.661e-01 2.488e-01 2.186e-07 2.420e-06 3.530e-01 7.520e-04 4.590e-02 8.474e-03 1.520e-03 2.671e-02 2.194e-07 1.041e-03 2.631e-03 2.156e-07 2.184e-07 1.635e-06 +76 TP 13 2.785e-09 4.106e-05 3.100e-02 1.183e-01 1.312e-01 2.780e-09 2.952e-08 5.347e-01 1.594e-05 5.138e-03 1.843e-03 5.050e-04 9.091e-02 2.786e-09 3.426e-02 5.195e-02 2.760e-09 2.781e-09 6.628e-05 +76 TP 14 3.715e-01 3.788e-11 9.108e-12 9.487e-12 9.494e-12 5.610e-02 1.151e-03 9.494e-12 9.076e-12 9.368e-12 9.657e-12 9.395e-12 9.468e-12 2.457e-01 9.428e-12 9.211e-12 1.344e-01 1.912e-01 1.343e-10 +76 TP 15 6.489e-09 1.670e-08 8.979e-06 4.919e-05 3.859e-03 6.388e-09 2.911e-08 6.682e-09 3.933e-03 6.371e-08 7.026e-01 1.652e-07 3.764e-05 6.408e-09 7.841e-02 2.468e-04 6.376e-09 6.295e-09 2.109e-01 +76 TP 16 1.083e-08 8.173e-05 3.848e-02 2.648e-01 3.018e-01 1.072e-08 1.685e-07 1.592e-04 2.753e-04 1.682e-01 2.475e-02 3.619e-03 1.485e-01 1.079e-08 1.310e-02 3.622e-02 1.622e-08 1.081e-08 3.601e-08 +76 TP 17 2.717e-01 5.646e-11 1.403e-11 1.425e-11 1.419e-11 8.135e-02 9.682e-09 1.415e-11 1.401e-11 1.412e-11 1.439e-11 1.417e-11 1.420e-11 6.403e-02 1.463e-11 1.405e-11 5.830e-01 2.673e-09 5.263e-10 +76 TP 18 5.038e-01 8.434e-11 2.905e-11 2.983e-11 2.975e-11 6.770e-02 2.406e-04 2.946e-11 2.902e-11 2.942e-11 3.015e-11 2.961e-11 2.976e-11 3.806e-01 2.998e-11 2.915e-11 1.828e-02 2.939e-02 3.567e-10 +76 TP 19 7.964e-10 2.850e-07 5.208e-11 3.012e-10 4.772e-10 2.434e-10 3.954e-01 3.332e-09 6.902e-11 9.134e-11 1.280e-05 2.243e-10 3.302e-10 3.729e-10 5.266e-04 4.335e-11 3.587e-10 2.356e-10 6.041e-01 +77 IP 1 8.985e-10 +77 IP 2 6.375e-09 +77 IP 3 9.292e-10 +77 IP 4 1.000e+00 +77 IP 5 9.075e-10 +77 IP 6 5.132e-08 +77 IP 7 5.099e-09 +77 IP 8 4.076e-09 +77 IP 9 8.991e-10 +77 IP 10 9.514e-10 +77 IP 11 1.503e-09 +77 IP 12 2.826e-09 +77 IP 13 2.592e-09 +77 IP 14 2.190e-09 +77 IP 15 8.989e-10 +77 IP 16 8.985e-10 +77 IP 17 2.077e-09 +77 EP 1 7.092e-05 2.378e-02 9.762e-01 4.135e-07 +77 EP 2 9.833e-01 1.665e-02 1.005e-08 5.215e-10 +77 EP 3 1.546e-01 2.585e-03 8.428e-01 1.314e-09 +77 EP 4 1.000e+00 7.583e-10 7.299e-10 5.705e-10 +77 EP 5 2.595e-02 3.075e-10 9.741e-01 1.829e-10 +77 EP 6 9.675e-01 3.246e-02 4.709e-09 4.053e-09 +77 EP 7 9.925e-01 3.764e-03 2.516e-10 3.763e-03 +77 EP 8 1.000e+00 1.306e-07 6.506e-09 5.138e-09 +77 EP 9 9.922e-04 2.280e-01 9.364e-04 7.700e-01 +77 EP 10 8.780e-02 6.361e-01 2.793e-03 2.733e-01 +77 EP 11 7.420e-01 8.441e-03 7.221e-10 2.496e-01 +77 EP 12 7.403e-01 1.811e-02 2.416e-01 1.198e-10 +77 EP 13 1.000e+00 3.738e-08 7.535e-09 2.242e-06 +77 EP 14 6.710e-01 9.701e-02 2.320e-01 7.564e-07 +77 EP 15 4.995e-04 4.078e-01 2.492e-06 5.917e-01 +77 EP 16 8.409e-05 2.394e-01 3.595e-08 7.605e-01 +77 EP 17 1.000e+00 3.257e-07 4.215e-09 2.075e-08 +77 TP 1 2.663e-02 5.164e-08 3.735e-07 2.036e-01 2.660e-08 5.547e-08 7.790e-07 6.451e-01 5.461e-08 3.809e-04 6.996e-06 4.333e-08 1.242e-01 6.537e-08 2.103e-08 7.584e-07 5.990e-06 +77 TP 2 6.275e-11 2.020e-01 2.533e-10 9.362e-11 2.540e-02 1.842e-01 1.901e-07 8.882e-11 1.786e-04 7.554e-11 2.687e-10 4.715e-01 1.274e-10 6.417e-06 1.167e-01 7.722e-11 1.660e-10 +77 TP 3 4.014e-03 2.067e-09 7.496e-01 9.799e-08 9.303e-10 2.323e-09 1.193e-01 1.455e-02 1.334e-05 1.743e-04 4.194e-03 1.821e-09 6.947e-09 1.081e-01 6.421e-10 2.704e-08 3.547e-09 +77 TP 4 3.986e-04 3.330e-07 7.358e-10 3.647e-01 5.279e-10 1.502e-01 2.967e-01 9.022e-02 6.624e-10 1.123e-03 2.655e-02 3.126e-09 6.690e-02 5.715e-09 5.308e-10 8.021e-06 3.090e-03 +77 TP 5 6.976e-09 4.196e-08 2.998e-09 1.991e-09 5.802e-01 5.785e-02 2.651e-09 1.150e-08 1.537e-08 1.172e-09 1.124e-08 3.616e-01 1.005e-08 3.007e-04 7.057e-06 4.891e-10 1.785e-08 +77 TP 6 1.302e-10 7.276e-01 4.702e-10 1.922e-10 3.153e-09 2.285e-01 5.942e-07 1.835e-10 1.474e-07 1.683e-10 5.091e-10 3.853e-02 2.511e-10 5.214e-04 4.885e-03 1.670e-10 3.202e-10 +77 TP 7 1.352e-05 1.432e-08 5.017e-04 6.629e-11 1.150e-07 2.062e-08 6.656e-01 1.533e-10 2.058e-01 1.562e-04 3.810e-10 3.271e-09 1.816e-10 1.279e-01 4.339e-10 5.613e-09 2.735e-10 +77 TP 8 2.153e-08 3.365e-09 2.860e-09 4.723e-02 3.709e-09 3.503e-09 2.909e-02 3.112e-01 4.130e-09 1.157e-08 2.396e-03 5.204e-09 1.307e-01 2.060e-08 2.054e-09 2.816e-02 4.512e-01 +77 TP 9 6.531e-08 6.924e-10 7.096e-10 7.299e-10 3.578e-11 1.683e-08 8.110e-01 9.454e-09 1.757e-01 8.757e-10 2.663e-09 4.334e-10 1.549e-09 1.330e-02 1.779e-05 5.904e-08 2.702e-09 +77 TP 10 3.758e-03 1.188e-08 3.363e-04 1.446e-02 1.019e-08 1.118e-08 6.168e-08 4.232e-03 1.600e-08 6.511e-02 1.046e-01 1.285e-08 2.851e-01 2.200e-08 1.705e-08 2.234e-02 5.001e-01 +77 TP 11 4.917e-09 1.902e-10 3.768e-05 2.650e-02 2.865e-10 1.571e-10 1.090e-09 2.148e-04 8.421e-10 1.598e-03 8.296e-01 2.923e-10 9.489e-03 8.443e-10 2.022e-10 2.800e-02 1.046e-01 +77 TP 12 1.863e-10 1.775e-01 1.102e-10 5.677e-11 2.758e-02 6.059e-02 5.549e-07 8.584e-11 1.120e-07 5.418e-11 2.153e-10 7.329e-01 1.040e-10 3.844e-09 1.457e-03 4.066e-11 1.549e-10 +77 TP 13 4.143e-02 3.102e-09 3.964e-03 2.014e-01 2.205e-09 3.210e-09 2.109e-08 3.750e-05 6.924e-09 4.852e-02 5.205e-01 3.284e-09 1.824e-01 1.644e-08 2.215e-09 1.056e-03 6.733e-04 +77 TP 14 5.785e-11 1.276e-05 4.304e-03 2.212e-10 2.671e-05 2.785e-04 4.782e-01 4.125e-10 1.439e-04 5.168e-10 7.335e-10 5.583e-10 4.198e-10 5.171e-01 1.995e-10 2.433e-09 5.866e-10 +77 TP 15 5.534e-10 4.334e-01 2.826e-10 8.772e-10 3.949e-03 3.941e-01 8.247e-04 6.569e-10 1.396e-03 9.937e-07 2.711e-09 1.191e-01 6.803e-10 2.016e-03 4.527e-02 8.006e-08 6.900e-10 +77 TP 16 1.748e-08 8.266e-09 4.591e-07 1.126e-03 7.741e-09 4.534e-09 2.199e-08 8.552e-01 1.130e-08 2.411e-08 4.728e-08 1.240e-08 4.915e-05 1.216e-08 1.106e-08 1.188e-02 1.317e-01 +77 TP 17 1.943e-08 1.176e-09 2.451e-09 2.492e-02 1.705e-09 1.156e-09 1.283e-08 7.586e-05 4.658e-09 3.750e-02 7.650e-01 1.663e-09 1.657e-01 7.634e-09 1.007e-09 9.911e-04 5.826e-03 +78 IP 1 1.130e-09 +78 IP 2 2.781e-03 +78 IP 3 1.121e-09 +78 IP 4 1.122e-09 +78 IP 5 1.121e-09 +78 IP 6 1.717e-09 +78 IP 7 9.972e-01 +78 IP 8 1.121e-09 +78 EP 1 9.717e-01 1.023e-02 2.053e-04 1.782e-02 +78 EP 2 1.000e+00 6.239e-07 4.741e-09 5.332e-09 +78 EP 3 1.760e-04 9.955e-01 4.595e-08 4.296e-03 +78 EP 4 6.727e-01 7.011e-03 3.203e-01 6.428e-07 +78 EP 5 8.214e-05 1.154e-02 3.054e-09 9.884e-01 +78 EP 6 3.114e-01 1.854e-10 6.886e-01 1.210e-10 +78 EP 7 8.080e-01 4.858e-02 5.073e-02 9.264e-02 +78 EP 8 2.275e-02 4.447e-01 5.325e-01 1.866e-07 +78 TP 1 5.016e-01 6.507e-02 2.381e-02 2.597e-03 3.874e-01 1.114e-08 2.489e-05 1.942e-02 +78 TP 2 4.040e-01 2.691e-01 7.807e-03 4.786e-09 2.211e-01 1.662e-08 9.803e-02 1.531e-05 +78 TP 3 4.778e-01 3.368e-01 2.722e-02 4.370e-04 8.812e-05 4.666e-08 1.576e-01 1.047e-07 +78 TP 4 3.042e-01 3.240e-01 4.331e-03 3.002e-01 2.046e-05 6.715e-02 1.540e-06 1.287e-04 +78 TP 5 3.025e-01 3.084e-01 2.922e-03 1.490e-04 3.860e-01 6.936e-06 4.440e-05 3.075e-09 +78 TP 6 1.402e-10 1.806e-04 2.191e-11 2.264e-11 7.958e-11 5.592e-01 4.407e-01 2.344e-11 +78 TP 7 4.127e-11 2.253e-11 1.189e-05 5.225e-12 5.696e-11 2.607e-02 9.739e-01 1.074e-06 +78 TP 8 2.441e-01 7.379e-01 5.570e-03 4.913e-05 1.131e-07 1.254e-07 2.734e-07 1.245e-02 +79 IP 1 3.226e-09 +79 IP 2 2.127e-02 +79 IP 3 1.449e-09 +79 IP 4 1.497e-09 +79 IP 5 3.304e-01 +79 IP 6 1.917e-09 +79 IP 7 2.305e-09 +79 IP 8 6.483e-01 +79 IP 9 1.435e-09 +79 IP 10 1.435e-09 +79 IP 11 4.520e-09 +79 IP 12 1.435e-09 +79 IP 13 1.435e-09 +79 IP 14 1.440e-09 +79 EP 1 3.331e-01 9.267e-03 6.576e-01 2.982e-10 +79 EP 2 1.000e+00 2.914e-09 2.151e-09 3.938e-06 +79 EP 3 2.734e-01 3.609e-01 2.070e-08 3.657e-01 +79 EP 4 3.883e-01 1.672e-02 7.267e-10 5.950e-01 +79 EP 5 9.847e-01 1.531e-02 8.150e-10 9.090e-10 +79 EP 6 9.486e-01 5.136e-02 1.088e-08 7.412e-05 +79 EP 7 9.998e-01 1.969e-05 8.939e-10 2.116e-04 +79 EP 8 9.226e-01 3.756e-02 9.534e-11 3.987e-02 +79 EP 9 1.111e-05 3.858e-01 1.253e-08 6.142e-01 +79 EP 10 4.749e-06 1.526e-01 1.942e-01 6.532e-01 +79 EP 11 7.434e-01 2.184e-02 2.348e-01 1.886e-10 +79 EP 12 2.020e-05 1.005e-01 8.995e-01 3.743e-08 +79 EP 13 3.370e-05 1.000e+00 1.649e-08 9.939e-06 +79 EP 14 8.924e-03 3.524e-10 9.911e-01 2.539e-10 +79 TP 1 5.055e-01 1.508e-03 1.077e-10 1.198e-10 2.920e-10 2.807e-04 6.500e-10 4.923e-01 9.878e-11 4.312e-10 2.989e-10 4.073e-04 1.794e-10 1.765e-10 +79 TP 2 4.934e-02 2.253e-01 7.711e-02 4.691e-01 1.900e-09 1.253e-02 1.189e-01 1.580e-02 1.873e-09 2.212e-08 1.883e-09 3.047e-02 1.527e-03 1.849e-09 +79 TP 3 7.735e-04 2.649e-01 6.174e-02 2.165e-01 1.450e-08 8.282e-03 3.594e-01 2.192e-07 1.468e-08 2.428e-06 1.442e-08 2.311e-02 6.530e-02 1.423e-08 +79 TP 4 2.378e-03 5.260e-02 2.121e-09 5.149e-01 7.372e-10 4.491e-03 4.176e-01 1.133e-08 7.474e-10 8.755e-09 7.309e-10 7.536e-10 7.967e-03 7.172e-10 +79 TP 5 8.134e-11 9.792e-12 9.652e-12 9.843e-12 6.471e-01 9.591e-12 9.712e-12 4.241e-10 7.486e-02 4.903e-10 2.662e-01 9.833e-12 1.068e-11 1.183e-02 +79 TP 6 2.653e-07 4.455e-01 1.842e-01 6.940e-04 1.069e-08 9.293e-02 2.766e-01 3.763e-07 1.069e-08 1.493e-07 1.062e-08 6.497e-08 2.558e-05 1.045e-08 +79 TP 7 6.349e-09 1.981e-01 4.944e-03 3.560e-01 9.081e-10 4.790e-02 3.608e-01 1.848e-08 9.016e-10 9.614e-09 9.018e-10 3.819e-03 2.845e-02 8.870e-10 +79 TP 8 1.675e-02 1.882e-11 2.107e-11 2.417e-11 2.747e-11 1.365e-11 1.688e-11 8.360e-01 3.558e-05 1.471e-01 2.189e-11 1.987e-06 7.884e-05 1.011e-11 +79 TP 9 4.767e-10 1.207e-10 1.174e-10 1.256e-10 8.296e-01 1.181e-10 1.207e-10 3.811e-04 5.226e-02 3.855e-03 1.127e-01 1.173e-10 1.230e-10 1.195e-03 +79 TP 10 7.939e-10 1.083e-10 5.748e-11 8.368e-11 5.282e-10 9.247e-11 1.117e-10 9.974e-01 1.683e-10 2.521e-03 1.476e-10 1.725e-11 5.049e-05 2.767e-11 +79 TP 11 5.314e-11 7.686e-12 7.511e-12 7.586e-12 2.183e-01 7.571e-12 7.652e-12 1.959e-10 1.357e-03 6.653e-11 7.621e-01 7.637e-12 8.158e-12 1.824e-02 +79 TP 12 2.609e-01 4.988e-01 2.999e-08 2.428e-03 3.004e-08 1.029e-01 4.921e-02 5.109e-04 2.934e-08 3.320e-08 3.003e-08 5.059e-02 3.468e-02 2.966e-08 +79 TP 13 1.006e-07 3.806e-02 8.779e-08 1.481e-08 1.061e-08 1.103e-01 2.685e-01 5.829e-01 1.096e-08 6.530e-08 1.032e-08 1.695e-08 2.154e-04 9.838e-09 +79 TP 14 3.700e-10 1.045e-10 1.031e-10 1.030e-10 9.480e-02 1.039e-10 1.043e-10 8.474e-10 2.945e-09 3.206e-10 2.937e-01 1.046e-10 1.097e-10 6.115e-01 +80 IP 1 1.576e-09 +80 IP 2 1.575e-09 +80 IP 3 1.575e-09 +80 IP 4 1.586e-09 +80 IP 5 4.373e-04 +80 IP 6 2.123e-09 +80 IP 7 9.996e-01 +80 EP 1 5.171e-01 1.320e-01 3.473e-01 3.715e-03 +80 EP 2 2.087e-03 2.112e-03 1.057e-08 9.958e-01 +80 EP 3 1.197e-05 9.995e-01 1.305e-07 5.284e-04 +80 EP 4 9.463e-01 1.617e-02 7.880e-09 3.751e-02 +80 EP 5 1.000e+00 2.132e-08 1.183e-08 1.246e-08 +80 EP 6 2.607e-01 1.946e-10 7.393e-01 1.279e-10 +80 EP 7 8.248e-01 4.320e-02 4.826e-02 8.377e-02 +80 TP 1 3.676e-02 7.862e-08 1.583e-02 3.515e-02 7.575e-01 1.101e-07 1.548e-01 +80 TP 2 2.318e-08 3.465e-01 5.712e-03 2.670e-01 3.807e-01 4.149e-08 1.733e-06 +80 TP 3 1.284e-07 1.695e-07 1.984e-02 1.774e-01 3.414e-01 1.336e-07 4.614e-01 +80 TP 4 3.334e-02 3.727e-01 2.755e-02 5.410e-01 2.116e-02 4.257e-03 4.227e-08 +80 TP 5 3.895e-02 1.735e-01 3.073e-02 3.716e-01 3.849e-01 5.747e-08 3.769e-04 +80 TP 6 3.020e-11 2.652e-11 2.423e-11 4.708e-11 9.416e-06 5.614e-01 4.386e-01 +80 TP 7 5.074e-06 9.333e-12 9.331e-07 1.058e-11 9.604e-12 2.015e-02 9.798e-01 +81 IP 1 9.998e-01 +81 IP 2 2.152e-09 +81 IP 3 2.051e-04 +81 IP 4 2.151e-09 +81 IP 5 2.988e-09 +81 EP 1 8.326e-01 4.164e-02 3.944e-02 8.632e-02 +81 EP 2 5.173e-01 1.556e-02 6.843e-09 4.672e-01 +81 EP 3 9.983e-01 1.676e-03 1.562e-05 2.416e-08 +81 EP 4 3.151e-04 5.866e-01 4.130e-01 2.732e-05 +81 EP 5 2.959e-01 2.919e-10 7.041e-01 1.360e-10 +81 TP 1 9.803e-01 5.630e-11 8.391e-07 1.755e-06 1.973e-02 +81 TP 2 1.504e-07 6.662e-01 3.333e-01 4.028e-04 9.648e-09 +81 TP 3 9.165e-03 5.880e-01 3.709e-01 1.310e-02 1.882e-02 +81 TP 4 1.172e-04 3.581e-07 9.726e-01 2.725e-02 6.132e-07 +81 TP 5 4.517e-01 3.021e-11 8.547e-06 2.488e-11 5.483e-01 +82 IP 1 1.893e-02 +82 IP 2 2.765e-09 +82 IP 3 2.569e-09 +82 IP 4 2.243e-09 +82 IP 5 9.811e-01 +82 IP 6 4.156e-09 +82 IP 7 2.242e-09 +82 IP 8 3.052e-09 +82 IP 9 2.272e-09 +82 IP 10 2.329e-09 +82 IP 11 3.297e-09 +82 IP 12 2.493e-09 +82 IP 13 2.250e-09 +82 IP 14 2.953e-09 +82 IP 15 2.383e-09 +82 IP 16 2.283e-09 +82 IP 17 2.254e-09 +82 IP 18 2.762e-08 +82 IP 19 2.478e-09 +82 EP 1 9.999e-01 1.051e-04 1.263e-06 1.766e-05 +82 EP 2 9.928e-01 1.349e-03 2.906e-10 5.856e-03 +82 EP 3 9.658e-01 2.812e-02 4.873e-08 6.059e-03 +82 EP 4 3.151e-02 2.878e-01 6.807e-01 4.226e-07 +82 EP 5 9.786e-01 2.143e-02 8.629e-10 1.546e-10 +82 EP 6 9.535e-01 3.222e-02 5.754e-08 1.423e-02 +82 EP 7 2.713e-05 9.886e-01 1.638e-07 1.134e-02 +82 EP 8 9.890e-01 5.718e-03 2.406e-09 5.237e-03 +82 EP 9 3.182e-01 6.619e-01 4.177e-07 1.990e-02 +82 EP 10 4.535e-01 5.521e-03 2.315e-10 5.410e-01 +82 EP 11 3.766e-01 2.489e-05 6.234e-01 8.478e-11 +82 EP 12 7.358e-01 1.727e-01 2.055e-09 9.154e-02 +82 EP 13 3.581e-01 2.076e-02 6.207e-01 4.488e-04 +82 EP 14 9.491e-01 2.409e-02 5.504e-09 2.684e-02 +82 EP 15 8.300e-01 1.652e-01 4.331e-09 4.727e-03 +82 EP 16 9.547e-01 2.532e-08 4.527e-02 1.314e-08 +82 EP 17 1.113e-01 3.137e-01 2.134e-06 5.749e-01 +82 EP 18 8.488e-01 4.030e-02 3.602e-02 7.485e-02 +82 EP 19 8.969e-01 9.839e-02 3.062e-05 4.689e-03 +82 TP 1 3.816e-01 1.613e-01 1.085e-01 1.759e-03 2.568e-03 3.445e-03 3.360e-09 4.321e-02 1.006e-03 1.290e-01 5.947e-03 5.008e-02 2.009e-04 2.899e-02 5.388e-04 9.449e-03 4.047e-02 1.030e-05 3.191e-02 +82 TP 2 1.095e-02 2.460e-01 2.313e-01 1.599e-02 1.068e-02 1.051e-03 6.049e-09 1.284e-02 5.109e-03 3.399e-01 3.999e-09 4.605e-02 5.567e-08 2.311e-02 4.449e-02 1.024e-03 5.635e-03 1.033e-07 5.916e-03 +82 TP 3 1.429e-02 1.426e-01 2.581e-01 9.236e-02 3.212e-06 3.313e-04 2.662e-07 3.166e-02 7.440e-03 2.955e-01 6.857e-03 3.633e-02 2.930e-03 5.790e-03 1.329e-02 2.199e-03 7.948e-02 3.525e-07 1.086e-02 +82 TP 4 8.147e-01 1.039e-04 6.255e-03 4.357e-02 4.343e-05 8.132e-05 2.217e-02 7.231e-03 6.705e-04 4.560e-09 2.808e-08 5.149e-06 4.809e-05 6.086e-05 4.006e-03 9.950e-02 1.288e-08 8.944e-08 1.519e-03 +82 TP 5 4.213e-09 3.672e-09 3.558e-05 3.300e-05 4.227e-02 7.429e-10 1.220e-10 2.047e-09 1.241e-10 1.059e-07 1.306e-06 3.845e-10 1.620e-10 1.688e-09 8.159e-10 9.825e-08 2.950e-10 9.577e-01 4.003e-10 +82 TP 6 4.729e-02 5.434e-01 1.735e-01 4.117e-04 6.449e-06 2.763e-03 1.359e-07 2.977e-02 2.474e-02 6.160e-02 6.150e-07 3.106e-02 3.275e-07 3.855e-02 1.653e-02 1.705e-03 7.406e-03 4.307e-06 2.126e-02 +82 TP 7 7.729e-01 3.379e-03 3.580e-02 2.298e-03 3.264e-07 5.121e-03 4.134e-02 2.119e-02 2.237e-07 2.078e-07 7.788e-02 1.995e-05 1.300e-07 1.033e-04 1.653e-07 1.681e-07 1.565e-07 3.572e-07 3.992e-02 +82 TP 8 1.629e-02 2.675e-01 1.859e-01 4.400e-03 2.418e-04 2.343e-03 1.178e-07 8.737e-02 1.903e-02 2.626e-01 3.030e-08 7.039e-02 4.539e-06 1.150e-02 2.204e-02 2.265e-03 3.074e-02 4.245e-07 1.732e-02 +82 TP 9 3.074e-02 3.689e-01 2.489e-01 6.632e-08 3.137e-07 2.116e-03 3.865e-08 1.645e-01 9.204e-04 6.045e-05 8.216e-06 1.880e-02 1.488e-08 2.667e-02 4.517e-05 7.571e-06 1.688e-02 3.620e-07 1.215e-01 +82 TP 10 8.863e-03 3.511e-01 7.482e-02 4.636e-10 2.132e-05 1.801e-03 6.535e-10 4.756e-02 8.230e-04 4.509e-01 1.845e-09 4.468e-02 7.780e-05 1.402e-02 2.692e-03 2.262e-03 3.267e-06 4.189e-08 3.269e-04 +82 TP 11 5.955e-10 7.362e-10 4.446e-09 1.535e-10 4.406e-01 3.386e-10 7.165e-10 5.094e-10 1.957e-10 1.091e-10 5.594e-01 2.141e-10 2.207e-05 5.289e-10 4.167e-10 7.601e-10 6.699e-11 1.749e-09 2.020e-10 +82 TP 12 3.448e-02 4.871e-01 1.698e-01 2.455e-06 1.107e-07 1.263e-03 4.061e-09 7.472e-02 6.870e-03 4.267e-02 2.119e-08 1.164e-01 1.873e-09 3.937e-02 1.212e-02 2.323e-04 2.429e-03 1.003e-07 1.253e-02 +82 TP 13 3.473e-01 5.833e-07 3.860e-02 2.524e-03 3.258e-07 1.306e-07 9.410e-06 7.393e-06 7.716e-08 9.574e-03 1.455e-07 1.951e-07 5.946e-01 7.956e-07 6.838e-08 4.811e-03 2.509e-03 2.492e-07 8.852e-06 +82 TP 14 3.290e-02 3.184e-01 2.057e-01 1.446e-03 2.441e-06 2.873e-04 8.633e-08 8.501e-02 2.816e-04 2.750e-01 7.556e-08 4.203e-02 3.958e-07 2.728e-02 5.133e-03 1.962e-03 2.988e-03 8.426e-07 1.521e-03 +82 TP 15 6.039e-03 1.383e-01 6.924e-02 9.910e-03 4.175e-07 6.470e-04 1.670e-08 5.091e-02 2.681e-03 6.458e-01 3.737e-07 3.832e-03 5.851e-09 7.138e-03 5.099e-03 9.964e-06 5.664e-02 4.564e-07 3.695e-03 +82 TP 16 7.490e-02 4.943e-02 1.709e-01 3.289e-01 2.404e-02 1.503e-03 2.236e-08 1.059e-02 4.129e-05 7.199e-02 2.344e-07 3.184e-02 3.336e-03 1.457e-03 1.708e-05 1.872e-01 4.166e-02 1.894e-04 2.037e-03 +82 TP 17 1.022e-01 4.102e-01 1.195e-01 9.278e-03 1.317e-07 7.389e-03 3.566e-08 9.928e-02 3.689e-02 2.335e-03 3.229e-08 1.192e-01 2.800e-04 1.767e-02 1.789e-04 4.094e-03 9.996e-03 1.335e-07 6.151e-02 +82 TP 18 1.486e-10 1.592e-10 6.643e-05 9.142e-10 9.760e-04 9.514e-11 4.991e-11 1.441e-10 6.043e-11 1.786e-10 3.363e-02 1.034e-10 2.370e-11 1.414e-10 3.030e-10 4.821e-10 7.631e-11 9.653e-01 1.024e-10 +82 TP 19 4.716e-02 7.132e-02 2.244e-01 1.091e-03 4.704e-07 8.182e-03 4.697e-06 5.653e-02 7.338e-03 3.286e-03 3.153e-07 2.185e-01 3.108e-05 4.491e-02 2.928e-03 2.033e-03 2.408e-01 4.282e-07 7.142e-02 +83 IP 1 2.316e-09 +83 IP 2 2.326e-09 +83 IP 3 2.352e-09 +83 IP 4 2.340e-09 +83 IP 5 9.990e-01 +83 IP 6 2.375e-09 +83 IP 7 2.319e-09 +83 IP 8 2.565e-09 +83 IP 9 2.367e-09 +83 IP 10 2.315e-09 +83 IP 11 2.402e-09 +83 IP 12 3.396e-09 +83 IP 13 2.346e-09 +83 IP 14 2.361e-09 +83 IP 15 2.365e-09 +83 IP 16 2.320e-09 +83 IP 17 2.316e-09 +83 IP 18 2.323e-09 +83 IP 19 9.790e-04 +83 EP 1 1.207e-01 3.017e-02 3.244e-09 8.491e-01 +83 EP 2 6.463e-01 1.663e-01 7.765e-09 1.874e-01 +83 EP 3 9.265e-01 4.022e-02 1.319e-08 3.328e-02 +83 EP 4 5.746e-01 8.630e-07 4.990e-05 4.254e-01 +83 EP 5 8.562e-01 3.556e-02 4.088e-02 6.735e-02 +83 EP 6 9.999e-01 6.114e-05 1.966e-06 5.223e-05 +83 EP 7 4.572e-01 1.531e-02 3.737e-09 5.275e-01 +83 EP 8 9.935e-01 6.538e-03 7.338e-09 9.369e-07 +83 EP 9 9.917e-01 7.207e-04 1.742e-09 7.578e-03 +83 EP 10 7.677e-02 2.139e-01 7.093e-01 5.390e-05 +83 EP 11 9.789e-01 1.727e-02 1.345e-08 3.874e-03 +83 EP 12 3.718e-01 1.890e-09 6.282e-01 8.339e-11 +83 EP 13 9.739e-01 1.601e-02 1.007e-02 3.240e-08 +83 EP 14 7.417e-01 5.247e-03 1.274e-07 2.530e-01 +83 EP 15 8.995e-01 7.668e-02 1.341e-08 2.383e-02 +83 EP 16 2.874e-01 7.126e-01 2.389e-07 1.753e-05 +83 EP 17 3.414e-01 2.751e-02 6.311e-01 4.498e-07 +83 EP 18 7.672e-01 9.515e-02 2.449e-08 1.376e-01 +83 EP 19 9.802e-01 1.735e-02 5.339e-09 2.463e-03 +83 TP 1 5.864e-02 7.113e-03 2.148e-02 4.230e-09 4.752e-08 1.408e-02 2.333e-01 3.487e-02 3.547e-01 2.784e-08 1.506e-02 5.821e-09 1.550e-05 1.309e-04 1.291e-03 3.737e-03 1.709e-04 1.713e-07 2.554e-01 +83 TP 2 1.369e-01 1.858e-01 8.289e-02 8.658e-07 2.025e-07 5.977e-02 2.278e-02 4.919e-02 3.002e-01 1.586e-04 4.190e-02 2.039e-08 7.934e-04 4.913e-03 2.540e-02 2.664e-04 2.648e-07 1.055e-02 7.854e-02 +83 TP 3 1.630e-01 1.162e-02 5.914e-02 1.977e-05 5.785e-06 8.359e-02 1.273e-01 3.195e-02 3.098e-01 3.593e-03 7.561e-02 8.661e-08 4.048e-03 1.645e-03 5.339e-02 1.206e-02 1.061e-05 2.400e-02 3.921e-02 +83 TP 4 4.673e-07 3.125e-06 4.539e-06 3.352e-02 6.028e-06 1.828e-02 6.684e-07 1.368e-03 7.053e-05 6.995e-06 1.155e-03 9.223e-07 9.042e-01 6.611e-04 6.300e-04 1.235e-06 3.796e-02 1.483e-03 6.100e-04 +83 TP 5 1.761e-11 1.530e-11 2.052e-11 2.158e-11 9.761e-01 4.426e-11 2.069e-11 2.354e-11 2.626e-11 2.149e-06 2.451e-11 2.389e-02 3.655e-07 2.359e-11 2.309e-11 6.514e-06 4.746e-12 1.953e-11 1.830e-11 +83 TP 6 3.752e-02 3.544e-02 4.102e-02 3.252e-03 1.636e-02 1.550e-01 1.696e-02 9.389e-02 6.920e-02 3.925e-02 9.232e-02 6.771e-06 1.222e-01 4.482e-02 1.059e-01 3.351e-02 1.130e-03 5.436e-02 3.790e-02 +83 TP 7 3.704e-01 5.463e-02 5.382e-03 5.002e-09 6.126e-08 9.672e-03 1.610e-01 7.799e-03 2.633e-01 5.325e-09 8.196e-03 7.699e-09 4.440e-06 7.164e-05 2.821e-04 2.914e-04 4.911e-09 1.943e-05 1.190e-01 +83 TP 8 1.389e-01 3.091e-02 4.840e-02 2.203e-05 3.232e-03 1.403e-01 1.955e-02 1.672e-02 2.298e-01 1.161e-02 1.358e-01 2.033e-08 4.820e-03 5.437e-02 8.455e-02 1.455e-02 6.418e-08 1.916e-03 6.456e-02 +83 TP 9 2.064e-01 9.144e-02 3.658e-02 8.069e-06 5.388e-06 2.670e-02 2.123e-01 2.763e-02 2.603e-01 9.735e-03 3.336e-02 1.140e-08 4.316e-04 6.372e-03 3.542e-02 7.545e-03 6.204e-05 1.412e-02 3.161e-02 +83 TP 10 8.413e-04 1.310e-06 2.723e-07 2.611e-07 1.509e-07 1.584e-01 3.067e-04 7.013e-01 1.764e-03 4.237e-02 1.561e-02 7.450e-08 5.453e-02 1.173e-06 6.840e-04 2.218e-02 1.914e-03 4.761e-08 1.612e-04 +83 TP 11 1.412e-02 6.938e-02 3.921e-02 3.042e-04 4.020e-04 1.387e-01 5.202e-02 1.646e-01 1.367e-01 1.412e-02 9.208e-03 1.838e-07 2.050e-02 5.085e-02 1.019e-01 2.270e-02 1.067e-05 8.682e-02 7.840e-02 +83 TP 12 2.939e-11 4.991e-11 1.474e-10 3.375e-11 4.186e-01 1.539e-10 4.058e-11 1.900e-10 3.461e-05 3.634e-11 1.081e-10 5.814e-01 4.815e-11 4.547e-11 9.324e-11 3.912e-06 3.230e-11 4.346e-11 1.072e-10 +83 TP 13 6.763e-06 2.288e-04 5.884e-06 7.370e-02 5.276e-04 3.566e-01 1.576e-05 1.164e-01 3.011e-03 1.394e-01 7.437e-02 1.038e-01 7.708e-02 1.873e-02 1.363e-02 7.245e-05 1.769e-02 1.412e-04 4.576e-03 +83 TP 14 3.017e-04 1.330e-02 3.583e-02 1.653e-03 2.178e-04 4.056e-01 2.122e-02 1.134e-01 7.240e-02 1.041e-03 1.080e-02 7.755e-08 5.673e-02 2.584e-02 6.245e-02 9.931e-02 5.600e-03 6.095e-02 1.343e-02 +83 TP 15 7.510e-02 8.598e-02 3.017e-02 2.182e-05 2.974e-04 1.869e-01 2.643e-03 3.894e-02 1.525e-01 1.036e-02 1.242e-01 2.168e-07 1.161e-02 5.237e-02 1.174e-01 1.323e-02 5.437e-07 7.392e-02 2.433e-02 +83 TP 16 3.568e-04 2.176e-02 1.515e-02 1.769e-06 3.791e-02 1.211e-01 2.544e-06 1.944e-01 1.280e-01 5.352e-07 9.145e-02 6.484e-03 6.605e-04 1.452e-01 1.174e-01 7.026e-02 2.596e-08 7.297e-04 4.917e-02 +83 TP 17 9.866e-03 5.013e-07 5.408e-07 2.448e-05 7.832e-04 3.702e-01 4.793e-07 1.137e-01 2.286e-06 2.176e-02 9.336e-03 6.179e-07 6.567e-02 2.010e-05 1.191e-05 1.862e-02 3.900e-01 4.597e-07 4.133e-06 +83 TP 18 2.158e-01 8.179e-02 1.777e-02 6.777e-04 2.397e-05 1.067e-01 4.013e-02 7.619e-02 4.393e-02 1.441e-01 5.916e-02 2.352e-07 3.576e-02 1.767e-02 6.704e-02 4.347e-02 1.855e-05 1.835e-02 3.144e-02 +83 TP 19 1.536e-03 2.696e-02 5.085e-02 2.744e-07 8.284e-07 2.869e-02 7.741e-03 1.181e-01 5.036e-01 8.742e-05 7.425e-02 1.850e-08 2.817e-05 5.912e-03 5.005e-02 3.559e-02 6.730e-07 4.285e-03 9.228e-02 +84 IP 1 3.483e-09 +84 IP 2 2.578e-09 +84 IP 3 2.742e-09 +84 IP 4 2.652e-09 +84 IP 5 9.918e-01 +84 IP 6 2.942e-09 +84 IP 7 2.657e-09 +84 IP 8 2.571e-09 +84 IP 9 8.208e-03 +84 IP 10 3.750e-09 +84 IP 11 2.571e-09 +84 IP 12 2.631e-09 +84 IP 13 2.571e-09 +84 IP 14 2.572e-09 +84 IP 15 3.036e-09 +84 EP 1 9.953e-01 2.732e-05 4.637e-03 7.005e-08 +84 EP 2 1.213e-01 2.369e-01 8.206e-08 6.418e-01 +84 EP 3 7.106e-01 1.194e-02 5.572e-10 2.775e-01 +84 EP 4 8.685e-01 1.295e-01 1.476e-08 1.932e-03 +84 EP 5 8.664e-01 3.388e-02 3.800e-02 6.173e-02 +84 EP 6 9.986e-01 7.230e-04 2.094e-06 7.037e-04 +84 EP 7 5.738e-01 1.133e-01 9.107e-09 3.129e-01 +84 EP 8 7.147e-03 2.135e-02 9.715e-01 4.328e-08 +84 EP 9 9.902e-01 9.665e-03 1.623e-08 1.547e-04 +84 EP 10 3.612e-01 4.859e-10 6.388e-01 8.625e-11 +84 EP 11 4.356e-01 2.541e-06 5.644e-01 8.503e-07 +84 EP 12 9.463e-01 5.016e-02 7.304e-08 3.554e-03 +84 EP 13 7.727e-03 9.912e-01 8.885e-04 1.935e-04 +84 EP 14 1.074e-01 6.138e-02 8.312e-01 6.191e-08 +84 EP 15 9.021e-01 7.249e-02 2.236e-08 2.541e-02 +84 TP 1 1.485e-01 1.419e-01 8.146e-02 7.387e-03 2.246e-01 1.163e-01 9.731e-02 4.229e-03 8.643e-02 3.424e-08 1.931e-06 8.661e-03 7.572e-03 7.225e-08 7.577e-02 +84 TP 2 2.110e-03 3.073e-03 2.985e-01 8.233e-03 2.539e-07 2.268e-01 2.548e-01 1.537e-03 1.002e-02 1.408e-08 3.784e-04 4.542e-03 1.522e-08 1.359e-04 1.899e-01 +84 TP 3 5.908e-04 7.777e-03 8.528e-01 2.123e-02 2.192e-08 9.034e-02 1.410e-02 2.765e-07 2.294e-03 1.555e-09 6.058e-10 3.145e-03 2.658e-09 5.399e-10 7.769e-03 +84 TP 4 4.398e-03 1.231e-01 4.167e-02 6.716e-02 1.204e-06 4.037e-01 1.335e-01 8.971e-03 1.619e-02 8.195e-08 1.416e-08 2.753e-02 1.527e-01 1.432e-08 2.112e-02 +84 TP 5 2.876e-08 2.260e-11 8.760e-11 5.135e-11 9.763e-01 1.157e-05 4.823e-11 1.579e-10 9.710e-06 2.366e-02 7.276e-10 1.361e-09 1.107e-11 7.579e-09 2.184e-10 +84 TP 6 1.510e-02 1.148e-01 2.985e-01 3.643e-02 3.714e-03 2.377e-01 9.608e-02 4.476e-02 2.585e-02 4.261e-08 2.180e-04 8.063e-02 1.568e-02 4.576e-03 2.594e-02 +84 TP 7 1.582e-03 7.805e-03 6.924e-01 7.365e-03 2.031e-07 1.405e-01 2.761e-02 3.011e-08 1.307e-02 1.531e-08 1.023e-08 1.096e-03 6.909e-07 8.879e-09 1.086e-01 +84 TP 8 3.240e-01 1.444e-04 9.837e-08 5.286e-07 1.011e-07 5.267e-02 6.253e-05 4.895e-02 5.244e-01 4.629e-08 1.984e-02 1.249e-02 8.922e-03 5.313e-08 8.476e-03 +84 TP 9 3.244e-01 1.807e-03 2.169e-01 1.114e-02 2.016e-02 1.556e-01 3.197e-02 1.078e-02 3.666e-02 3.030e-08 4.129e-08 5.238e-02 5.032e-05 1.692e-08 1.382e-01 +84 TP 10 3.918e-10 3.197e-11 9.199e-11 9.416e-11 4.346e-01 8.031e-05 5.425e-11 4.090e-11 2.701e-10 5.653e-01 2.973e-11 1.652e-10 3.690e-11 8.416e-06 7.962e-11 +84 TP 11 3.382e-05 8.657e-07 8.911e-07 9.469e-07 2.493e-06 1.906e-03 8.825e-07 7.624e-01 3.441e-04 1.089e-06 2.338e-01 1.462e-03 1.120e-06 9.535e-07 3.845e-05 +84 TP 12 5.612e-03 8.981e-02 9.936e-02 1.933e-02 1.071e-04 2.405e-01 3.623e-03 1.387e-01 2.773e-02 8.167e-08 5.318e-06 3.602e-01 4.861e-03 3.918e-06 1.022e-02 +84 TP 13 1.918e-02 5.479e-08 1.338e-07 2.958e-03 4.244e-01 4.430e-01 7.568e-08 1.913e-03 2.654e-02 9.939e-08 4.509e-08 6.747e-04 5.656e-02 4.747e-08 2.482e-02 +84 TP 14 4.978e-04 7.845e-04 8.323e-08 1.004e-07 1.290e-04 3.768e-02 9.758e-08 3.293e-03 2.370e-02 9.844e-02 4.186e-07 3.096e-06 6.479e-08 8.355e-01 5.204e-07 +84 TP 15 5.306e-02 2.639e-04 3.822e-02 8.644e-02 6.754e-07 6.535e-01 4.235e-03 6.910e-03 1.727e-02 4.933e-08 1.270e-08 4.806e-03 7.824e-03 1.258e-08 1.274e-01 +85 IP 1 1.907e-02 +85 IP 2 3.909e-09 +85 IP 3 3.030e-09 +85 IP 4 3.037e-09 +85 IP 5 3.030e-09 +85 IP 6 3.107e-09 +85 IP 7 4.534e-09 +85 IP 8 3.778e-09 +85 IP 9 3.030e-09 +85 IP 10 3.140e-09 +85 IP 11 3.704e-09 +85 IP 12 9.809e-01 +85 EP 1 9.861e-01 1.389e-02 1.823e-05 1.104e-07 +85 EP 2 1.000e+00 1.433e-05 1.557e-08 1.792e-08 +85 EP 3 1.938e-04 1.679e-01 8.319e-01 1.058e-07 +85 EP 4 2.654e-01 3.008e-03 7.316e-01 2.507e-08 +85 EP 5 1.379e-03 7.288e-01 3.547e-07 2.698e-01 +85 EP 6 1.768e-01 3.750e-02 1.884e-07 7.857e-01 +85 EP 7 3.631e-01 8.869e-05 6.368e-01 8.223e-11 +85 EP 8 9.021e-01 7.940e-03 7.163e-02 1.837e-02 +85 EP 9 2.286e-06 8.631e-01 4.807e-07 1.369e-01 +85 EP 10 9.642e-01 2.512e-03 9.895e-09 3.333e-02 +85 EP 11 7.927e-01 2.209e-02 1.442e-10 1.852e-01 +85 EP 12 8.764e-01 3.229e-02 3.662e-02 5.468e-02 +85 TP 1 3.026e-01 1.832e-02 2.810e-02 2.254e-03 2.556e-02 5.067e-03 3.199e-03 2.564e-02 1.479e-04 3.475e-02 5.496e-01 4.817e-03 +85 TP 2 3.595e-01 1.559e-01 3.801e-03 2.375e-04 7.404e-02 3.893e-03 3.090e-02 1.176e-07 1.745e-03 1.088e-02 2.555e-01 1.035e-01 +85 TP 3 9.074e-01 4.755e-03 6.563e-02 1.963e-02 2.584e-03 1.648e-08 5.210e-08 4.673e-08 9.688e-09 2.040e-06 5.256e-08 1.510e-05 +85 TP 4 1.189e-01 2.574e-03 3.742e-02 7.127e-01 7.025e-07 3.045e-07 1.517e-02 1.591e-07 8.207e-05 2.389e-02 8.927e-02 5.441e-07 +85 TP 5 5.759e-01 2.237e-01 6.969e-05 1.288e-08 9.314e-02 5.364e-08 4.657e-08 2.488e-08 1.184e-08 4.698e-03 1.025e-01 6.888e-07 +85 TP 6 2.148e-02 6.942e-01 3.441e-05 2.606e-04 1.708e-07 1.419e-02 2.304e-07 2.776e-07 1.209e-07 7.545e-06 3.279e-07 2.699e-01 +85 TP 7 3.901e-07 6.053e-04 4.718e-08 1.472e-05 2.402e-06 5.341e-11 5.509e-01 2.388e-09 2.639e-11 5.497e-10 2.957e-10 4.485e-01 +85 TP 8 8.662e-02 1.891e-08 1.991e-08 5.210e-06 1.337e-06 3.383e-06 5.782e-06 9.125e-01 3.126e-09 7.937e-08 6.560e-08 8.180e-04 +85 TP 9 6.978e-07 6.845e-07 1.000e+00 4.777e-07 1.028e-06 8.386e-07 1.799e-06 6.751e-07 5.193e-07 6.792e-07 1.033e-06 9.433e-06 +85 TP 10 2.722e-02 1.895e-06 2.220e-01 1.717e-03 1.203e-01 2.157e-08 1.115e-06 5.211e-08 6.400e-03 5.468e-01 7.565e-02 1.930e-06 +85 TP 11 5.867e-02 1.255e-02 9.225e-09 5.076e-04 2.378e-09 6.619e-10 1.638e-09 5.235e-09 1.952e-10 4.937e-03 9.233e-01 2.116e-08 +85 TP 12 4.831e-06 2.335e-05 2.919e-11 1.151e-09 3.656e-10 4.953e-08 2.363e-02 5.075e-10 3.394e-12 1.983e-10 2.548e-10 9.763e-01 +86 IP 1 3.358e-09 +86 IP 2 1.251e-08 +86 IP 3 9.826e-01 +86 IP 4 1.013e-07 +86 IP 5 3.694e-09 +86 IP 6 1.001e-06 +86 IP 7 1.739e-02 +86 IP 8 1.724e-08 +86 IP 9 1.755e-08 +86 IP 10 3.412e-09 +86 IP 11 3.301e-09 +86 IP 12 9.240e-09 +86 EP 1 2.425e-02 2.488e-01 1.045e-02 7.165e-01 +86 EP 2 7.975e-01 2.691e-02 1.170e-09 1.756e-01 +86 EP 3 9.644e-01 3.195e-02 3.822e-04 3.269e-03 +86 EP 4 8.875e-01 3.018e-02 3.590e-07 8.230e-02 +86 EP 5 1.408e-01 7.784e-01 3.409e-07 8.076e-02 +86 EP 6 8.317e-01 1.683e-01 2.456e-05 8.164e-08 +86 EP 7 9.977e-01 2.317e-03 5.634e-08 3.936e-06 +86 EP 8 8.245e-01 2.272e-02 1.528e-01 1.586e-10 +86 EP 9 9.455e-01 5.208e-02 2.004e-08 2.410e-03 +86 EP 10 7.882e-02 5.369e-10 9.212e-01 4.499e-10 +86 EP 11 9.105e-05 7.041e-04 9.992e-01 3.693e-08 +86 EP 12 7.549e-01 2.233e-01 2.186e-02 3.310e-06 +86 TP 1 5.178e-05 4.585e-02 2.319e-04 6.490e-07 2.292e-06 9.577e-03 7.382e-01 3.014e-07 1.333e-01 1.158e-07 3.745e-02 3.531e-02 +86 TP 2 3.761e-04 9.431e-01 1.925e-08 1.571e-08 7.765e-04 4.256e-04 1.155e-02 4.953e-09 4.329e-02 6.644e-10 1.422e-04 2.991e-04 +86 TP 3 1.036e-05 1.318e-08 4.342e-02 7.885e-01 5.981e-07 1.774e-09 2.577e-08 1.680e-01 2.853e-08 1.688e-09 1.029e-10 3.241e-10 +86 TP 4 1.160e-05 2.258e-08 1.189e-02 8.313e-01 4.100e-11 2.555e-07 5.208e-06 1.568e-01 1.071e-06 9.570e-09 4.352e-06 8.685e-11 +86 TP 5 1.650e-03 3.810e-01 8.358e-02 1.558e-06 3.823e-03 1.528e-03 3.076e-01 3.780e-07 1.393e-01 1.145e-07 4.629e-03 7.688e-02 +86 TP 6 8.592e-04 1.794e-01 3.102e-07 2.428e-07 2.292e-03 1.200e-02 4.478e-01 1.174e-07 3.236e-01 2.347e-07 5.607e-03 2.849e-02 +86 TP 7 8.077e-04 7.351e-01 2.087e-03 3.171e-05 3.311e-03 1.990e-02 5.950e-02 3.668e-08 1.311e-01 3.330e-08 4.292e-02 5.156e-03 +86 TP 8 3.121e-11 8.280e-10 2.753e-01 4.376e-03 1.586e-10 1.809e-10 5.721e-10 7.024e-01 5.998e-10 1.797e-02 3.283e-11 8.975e-11 +86 TP 9 8.484e-03 3.836e-01 3.368e-02 4.701e-03 1.806e-02 3.542e-03 5.199e-02 6.846e-08 2.426e-01 9.204e-09 2.518e-01 1.460e-03 +86 TP 10 8.824e-11 4.611e-10 1.119e-01 9.450e-03 2.416e-10 2.782e-10 4.606e-10 2.743e-01 3.849e-10 6.044e-01 1.516e-10 1.954e-10 +86 TP 11 8.222e-05 1.273e-02 6.173e-08 3.563e-03 5.248e-08 1.572e-01 6.759e-01 3.396e-08 3.037e-02 2.345e-08 8.420e-02 3.595e-02 +86 TP 12 5.959e-07 1.089e-01 5.054e-05 9.170e-07 1.445e-04 1.491e-02 2.257e-01 2.480e-07 5.765e-01 2.712e-07 6.933e-03 6.690e-02 +87 IP 1 1.257e-02 +87 IP 2 5.300e-09 +87 IP 3 5.368e-09 +87 IP 4 4.390e-09 +87 IP 5 9.874e-01 +87 IP 6 4.194e-09 +87 IP 7 5.114e-09 +87 IP 8 5.496e-09 +87 IP 9 4.100e-09 +87 IP 10 4.282e-09 +87 IP 11 4.120e-09 +87 IP 12 4.756e-09 +87 EP 1 1.000e+00 1.685e-06 6.712e-08 8.599e-08 +87 EP 2 9.985e-01 1.391e-03 2.061e-06 1.320e-04 +87 EP 3 9.900e-01 1.000e-02 1.388e-09 3.552e-08 +87 EP 4 4.831e-01 4.598e-02 3.207e-09 4.709e-01 +87 EP 5 8.924e-01 2.743e-02 3.737e-02 4.285e-02 +87 EP 6 5.443e-01 1.419e-01 3.138e-01 1.182e-07 +87 EP 7 9.990e-01 2.951e-04 6.755e-04 1.059e-07 +87 EP 8 3.135e-01 9.853e-04 6.855e-01 6.597e-11 +87 EP 9 7.874e-03 8.511e-01 1.443e-07 1.410e-01 +87 EP 10 8.593e-01 9.499e-02 3.769e-02 7.973e-03 +87 EP 11 1.299e-01 6.594e-03 5.928e-08 8.635e-01 +87 EP 12 9.332e-01 2.596e-03 6.420e-02 3.635e-08 +87 TP 1 8.367e-02 2.024e-01 6.944e-01 1.139e-04 4.117e-07 7.830e-08 1.850e-02 1.287e-07 9.423e-06 2.197e-06 3.055e-07 8.986e-04 +87 TP 2 1.141e-04 1.987e-01 9.557e-02 3.841e-01 1.508e-06 3.008e-02 4.273e-02 1.490e-05 4.607e-03 1.405e-01 7.144e-02 3.212e-02 +87 TP 3 1.091e-03 6.191e-02 4.509e-01 4.172e-01 6.701e-09 1.094e-02 3.439e-02 4.486e-06 6.849e-04 1.540e-09 2.666e-09 2.288e-02 +87 TP 4 2.913e-03 4.775e-03 6.255e-01 3.022e-01 1.353e-08 2.863e-03 5.278e-02 2.700e-05 2.231e-06 2.277e-09 4.864e-09 8.962e-03 +87 TP 5 3.142e-12 4.871e-12 4.464e-12 5.069e-12 9.846e-01 2.521e-12 3.623e-12 1.543e-02 3.860e-12 2.599e-12 3.069e-12 3.464e-12 +87 TP 6 5.720e-02 8.993e-03 4.651e-01 1.160e-03 4.616e-08 1.183e-01 5.237e-02 1.734e-04 2.099e-08 2.090e-08 1.960e-08 2.967e-01 +87 TP 7 2.454e-04 3.830e-02 2.247e-01 6.041e-02 3.222e-08 9.117e-02 3.019e-01 1.197e-02 5.005e-02 7.907e-09 1.329e-08 2.212e-01 +87 TP 8 1.234e-10 5.395e-06 7.049e-06 3.822e-11 4.010e-01 1.034e-08 2.201e-04 5.983e-01 6.565e-06 8.562e-11 2.935e-11 4.865e-04 +87 TP 9 2.495e-03 9.795e-02 3.540e-02 1.448e-01 2.772e-07 2.370e-07 5.288e-01 3.869e-02 1.466e-01 1.085e-07 2.414e-03 2.906e-03 +87 TP 10 3.118e-05 5.570e-01 1.728e-07 2.044e-07 2.101e-06 1.133e-07 1.284e-07 4.297e-07 2.533e-04 4.427e-01 2.238e-05 1.233e-07 +87 TP 11 2.422e-01 2.576e-01 1.876e-07 2.177e-07 2.186e-07 6.421e-08 1.029e-07 7.776e-08 1.014e-07 4.581e-03 4.956e-01 9.176e-08 +87 TP 12 3.393e-03 2.526e-02 1.051e-01 1.850e-02 2.207e-08 8.854e-02 1.523e-01 1.297e-01 1.849e-03 6.535e-09 6.834e-09 4.753e-01 +88 IP 1 1.788e-03 +88 IP 2 4.118e-09 +88 IP 3 4.121e-09 +88 IP 4 4.181e-09 +88 IP 5 9.982e-01 +88 EP 1 9.710e-01 2.023e-02 8.589e-03 1.849e-04 +88 EP 2 2.840e-02 5.213e-01 3.506e-08 4.503e-01 +88 EP 3 3.436e-01 4.210e-02 6.142e-01 3.960e-07 +88 EP 4 1.884e-01 2.717e-03 8.089e-01 1.430e-10 +88 EP 5 8.871e-01 2.653e-02 4.869e-02 3.771e-02 +88 TP 1 6.261e-01 5.936e-02 9.219e-02 2.223e-01 1.132e-08 +88 TP 2 5.193e-01 3.221e-02 2.142e-03 6.051e-02 3.858e-01 +88 TP 3 6.317e-01 2.168e-08 2.867e-01 8.160e-02 4.514e-08 +88 TP 4 9.156e-03 4.755e-05 2.974e-05 8.506e-01 1.402e-01 +88 TP 5 4.124e-11 1.242e-05 2.822e-12 1.331e-03 9.987e-01 +89 IP 1 4.982e-09 +89 IP 2 3.764e-03 +89 IP 3 4.854e-09 +89 IP 4 4.966e-09 +89 IP 5 9.962e-01 +89 EP 1 7.868e-01 1.716e-02 1.961e-01 1.271e-09 +89 EP 2 9.755e-01 1.969e-02 4.840e-03 7.233e-06 +89 EP 3 2.634e-04 3.530e-01 5.881e-08 6.467e-01 +89 EP 4 1.339e-01 4.013e-03 8.621e-01 1.268e-10 +89 EP 5 8.969e-01 2.459e-02 4.421e-02 3.434e-02 +89 TP 1 7.373e-01 7.431e-02 2.908e-04 1.881e-01 1.032e-08 +89 TP 2 3.550e-01 4.245e-01 1.985e-01 2.203e-02 6.904e-08 +89 TP 3 3.750e-08 3.906e-01 1.630e-02 5.312e-02 5.400e-01 +89 TP 4 1.933e-02 1.342e-03 4.030e-06 8.275e-01 1.519e-01 +89 TP 5 7.344e-12 2.695e-06 7.736e-12 1.296e-03 9.987e-01 +90 IP 1 1.000e+00 +90 IP 2 6.602e-07 +90 IP 3 2.525e-07 +90 IP 4 1.487e-08 +90 IP 5 2.689e-06 +90 IP 6 6.461e-09 +90 IP 7 2.792e-05 +90 IP 8 4.859e-08 +90 IP 9 6.166e-09 +90 IP 10 1.442e-06 +90 IP 11 2.169e-08 +90 IP 12 2.116e-08 +90 IP 13 1.688e-05 +90 EP 1 1.000e+00 3.013e-05 1.176e-07 7.490e-07 +90 EP 2 9.783e-01 2.162e-02 4.700e-05 7.833e-05 +90 EP 3 9.971e-01 1.411e-03 1.404e-05 1.511e-03 +90 EP 4 9.784e-01 1.750e-02 4.108e-03 1.421e-08 +90 EP 5 9.866e-01 1.136e-02 1.441e-08 1.994e-03 +90 EP 6 6.519e-02 1.056e-01 3.433e-06 8.292e-01 +90 EP 7 9.832e-01 1.580e-02 1.045e-03 1.320e-08 +90 EP 8 9.969e-01 1.669e-03 1.386e-03 1.309e-07 +90 EP 9 7.690e-02 2.729e-03 9.204e-01 1.436e-07 +90 EP 10 9.815e-01 1.757e-03 1.466e-09 1.672e-02 +90 EP 11 7.961e-01 1.902e-01 8.748e-07 1.372e-02 +90 EP 12 1.263e-01 2.037e-03 8.717e-01 3.422e-10 +90 EP 13 9.035e-01 2.269e-02 4.388e-02 2.998e-02 +90 TP 1 1.430e-01 1.554e-01 1.915e-01 9.702e-03 1.337e-01 2.664e-02 4.661e-02 1.361e-01 1.571e-02 1.280e-01 3.605e-03 9.992e-03 1.658e-06 +90 TP 2 8.984e-02 3.701e-01 7.072e-02 1.302e-02 2.849e-02 2.301e-04 3.721e-02 3.102e-01 2.621e-03 2.685e-02 3.357e-02 2.304e-03 1.484e-02 +90 TP 3 1.053e-01 9.545e-02 1.457e-01 2.181e-02 1.755e-01 1.094e-01 2.302e-02 1.422e-01 1.051e-02 1.605e-01 5.467e-03 5.297e-03 2.357e-06 +90 TP 4 7.406e-02 1.132e-01 7.381e-02 3.224e-01 1.346e-02 1.863e-06 1.208e-02 1.336e-01 1.823e-01 2.571e-03 1.651e-03 7.076e-02 3.538e-05 +90 TP 5 8.821e-02 7.973e-02 4.201e-01 1.815e-02 9.222e-02 5.541e-02 1.630e-02 5.399e-02 2.065e-04 1.752e-01 4.313e-04 6.909e-07 1.526e-06 +90 TP 6 2.373e-01 9.312e-02 6.127e-02 3.570e-04 2.228e-03 4.558e-02 1.401e-02 1.324e-02 1.037e-03 5.191e-01 4.179e-03 8.284e-03 2.703e-04 +90 TP 7 1.639e-01 3.178e-01 6.905e-02 5.639e-04 1.894e-02 1.082e-03 2.243e-01 6.916e-02 8.735e-03 2.561e-02 7.119e-05 4.236e-02 5.835e-02 +90 TP 8 1.040e-01 2.268e-01 1.006e-01 1.135e-01 5.115e-02 2.263e-02 5.164e-02 1.781e-01 4.907e-02 2.060e-02 1.550e-02 6.613e-02 2.351e-04 +90 TP 9 2.042e-01 4.228e-02 5.593e-02 2.087e-02 1.917e-07 1.406e-04 3.647e-01 1.507e-01 5.445e-02 6.161e-07 7.313e-09 5.431e-02 5.239e-02 +90 TP 10 1.684e-01 4.900e-02 2.818e-01 4.370e-04 3.115e-01 7.676e-02 1.285e-02 3.237e-02 7.391e-03 5.460e-02 3.495e-05 1.121e-03 3.802e-03 +90 TP 11 4.081e-02 3.262e-01 1.092e-01 3.380e-03 4.395e-02 7.009e-03 2.766e-02 2.136e-01 1.983e-05 3.205e-03 2.234e-01 3.722e-08 1.582e-03 +90 TP 12 8.870e-04 2.506e-03 1.397e-03 1.617e-03 2.139e-09 4.967e-05 3.524e-03 6.785e-03 2.754e-03 6.160e-09 8.153e-10 8.127e-01 1.678e-01 +90 TP 13 4.575e-11 3.402e-11 4.111e-11 3.024e-07 1.958e-11 9.329e-08 3.441e-11 1.390e-09 1.262e-11 2.051e-11 4.660e-11 5.626e-04 9.994e-01 +91 IP 1 1.000e+00 +91 IP 2 2.045e-08 +91 IP 3 3.138e-08 +91 IP 4 6.645e-09 +91 IP 5 8.429e-09 +91 IP 6 5.533e-08 +91 EP 1 9.996e-01 3.524e-04 1.843e-10 2.120e-07 +91 EP 2 6.797e-01 3.037e-01 2.973e-09 1.657e-02 +91 EP 3 9.977e-01 2.332e-03 5.234e-10 2.147e-06 +91 EP 4 1.910e-01 4.513e-03 8.041e-01 3.798e-04 +91 EP 5 2.494e-01 1.570e-01 1.863e-09 5.936e-01 +91 EP 6 8.996e-01 1.493e-02 8.549e-02 1.096e-09 +91 TP 1 6.172e-01 2.524e-02 7.427e-02 6.046e-06 5.301e-02 2.303e-01 +91 TP 2 8.196e-01 1.375e-01 2.251e-07 9.284e-10 2.903e-02 1.390e-02 +91 TP 3 2.512e-01 2.070e-03 4.625e-01 1.428e-06 2.649e-01 1.926e-02 +91 TP 4 2.045e-02 5.117e-08 9.257e-03 7.327e-01 7.628e-04 2.368e-01 +91 TP 5 8.549e-01 1.065e-02 3.215e-08 1.862e-03 4.876e-02 8.384e-02 +91 TP 6 2.271e-01 1.218e-02 3.045e-02 5.470e-03 1.069e-03 7.237e-01 +92 IP 1 6.202e-08 +92 IP 2 3.684e-08 +92 IP 3 5.487e-09 +92 IP 4 1.000e+00 +92 IP 5 2.084e-08 +92 IP 6 5.640e-09 +92 EP 1 9.874e-01 1.257e-02 1.141e-07 1.714e-07 +92 EP 2 9.046e-01 2.490e-04 2.984e-10 9.513e-02 +92 EP 3 1.482e-02 2.235e-01 2.174e-01 5.443e-01 +92 EP 4 9.775e-01 2.247e-02 1.978e-06 9.093e-10 +92 EP 5 8.143e-01 3.332e-03 1.824e-01 2.632e-10 +92 EP 6 1.923e-01 7.240e-03 8.004e-01 2.995e-10 +92 TP 1 7.751e-01 6.909e-02 4.847e-02 5.150e-03 1.022e-01 6.657e-06 +92 TP 2 3.395e-01 6.323e-01 7.882e-06 2.732e-02 1.335e-04 7.399e-04 +92 TP 3 4.878e-01 2.069e-02 6.767e-03 4.204e-01 6.259e-02 1.718e-03 +92 TP 4 6.019e-01 3.094e-08 1.783e-09 3.981e-01 1.481e-08 7.282e-10 +92 TP 5 4.333e-01 1.245e-08 2.868e-10 1.025e-01 4.569e-01 7.319e-03 +92 TP 6 3.538e-02 2.727e-08 4.386e-03 1.450e-04 1.737e-01 7.864e-01 +93 IP 1 1.847e-08 +93 IP 2 7.297e-09 +93 IP 3 3.499e-09 +93 IP 4 1.000e+00 +93 IP 5 3.326e-09 +93 IP 6 3.342e-09 +93 EP 1 8.697e-01 1.348e-02 1.168e-01 2.259e-05 +93 EP 2 9.956e-01 4.396e-03 9.470e-08 7.953e-06 +93 EP 3 2.188e-01 2.526e-03 7.787e-01 5.172e-10 +93 EP 4 9.853e-01 6.100e-03 8.567e-03 7.382e-07 +93 EP 5 1.031e-03 1.163e-03 2.877e-08 9.978e-01 +93 EP 6 5.838e-03 8.447e-01 8.408e-08 1.495e-01 +93 TP 1 5.148e-01 3.656e-02 4.265e-03 4.439e-01 4.272e-04 8.260e-06 +93 TP 2 4.367e-04 4.755e-01 1.337e-09 1.255e-01 2.967e-01 1.018e-01 +93 TP 3 1.599e-01 1.265e-02 7.906e-01 3.126e-02 4.199e-03 1.389e-03 +93 TP 4 1.181e-01 5.145e-02 1.039e-07 8.301e-01 4.083e-04 8.462e-07 +93 TP 5 3.128e-08 8.712e-02 2.311e-03 8.818e-01 2.523e-02 3.547e-03 +93 TP 6 6.057e-09 8.862e-02 4.816e-04 8.768e-01 1.088e-02 2.324e-02 +94 IP 1 3.471e-09 +94 IP 2 1.000e+00 +94 IP 3 4.026e-09 +94 IP 4 7.677e-10 +94 IP 5 7.003e-10 +94 IP 6 7.762e-09 +94 EP 1 9.999e-01 5.380e-05 9.305e-10 1.414e-09 +94 EP 2 1.000e+00 2.184e-06 2.051e-10 3.522e-10 +94 EP 3 9.219e-01 6.375e-02 1.615e-09 1.434e-02 +94 EP 4 2.330e-01 1.012e-02 7.569e-01 1.201e-09 +94 EP 5 6.500e-03 1.695e-01 4.246e-09 8.240e-01 +94 EP 6 9.492e-01 9.671e-03 4.094e-02 1.895e-04 +94 TP 1 4.323e-01 1.358e-01 1.044e-01 7.243e-06 1.457e-01 1.818e-01 +94 TP 2 1.347e-01 6.373e-01 1.624e-02 7.911e-09 2.476e-06 2.118e-01 +94 TP 3 2.268e-01 2.332e-01 4.512e-01 2.055e-09 4.436e-02 4.440e-02 +94 TP 4 2.462e-02 1.302e-03 3.592e-02 6.456e-01 8.167e-03 2.844e-01 +94 TP 5 1.708e-01 5.983e-01 2.335e-02 1.273e-03 2.319e-02 1.831e-01 +94 TP 6 1.086e-01 2.813e-02 2.207e-03 1.534e-03 2.898e-05 8.595e-01 diff --git a/mess/data/models/pbsim3/QSHMM-ONT-HQ.model b/mess/data/models/pbsim3/QSHMM-ONT-HQ.model new file mode 100644 index 0000000..ae3261d --- /dev/null +++ b/mess/data/models/pbsim3/QSHMM-ONT-HQ.model @@ -0,0 +1,3384 @@ +71 IP 1 2.134e-09 +71 IP 2 1.294e-02 +71 IP 3 5.081e-02 +71 IP 4 1.984e-09 +71 IP 5 4.478e-01 +71 IP 6 1.147e-02 +71 IP 7 3.849e-04 +71 IP 8 4.019e-09 +71 IP 9 1.984e-09 +71 IP 10 1.986e-09 +71 IP 11 1.984e-09 +71 IP 12 2.553e-02 +71 IP 13 4.136e-01 +71 IP 14 5.545e-03 +71 IP 15 1.984e-09 +71 IP 16 4.558e-03 +71 IP 17 3.761e-09 +71 IP 18 2.189e-02 +71 IP 19 3.234e-09 +71 IP 20 3.631e-03 +71 IP 21 1.791e-03 +71 IP 22 1.989e-09 +71 EP 1 2.484e-11 2.484e-11 2.498e-11 2.717e-11 1.266e-10 1.021e-03 5.418e-03 1.397e-05 1.311e-02 8.155e-01 1.633e-01 4.317e-09 6.537e-04 4.167e-10 9.408e-04 6.692e-06 1.772e-10 1.823e-10 2.809e-10 7.568e-11 8.996e-11 2.124e-10 3.230e-05 6.451e-11 1.288e-10 7.410e-11 6.321e-11 2.557e-11 2.508e-11 2.489e-11 3.170e-11 2.486e-11 2.486e-11 2.699e-11 2.531e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 2.484e-11 1.007e-10 +71 EP 2 7.588e-12 7.588e-12 3.199e-11 2.204e-11 1.701e-09 9.862e-01 1.102e-02 2.795e-03 7.346e-06 6.970e-11 8.449e-07 3.343e-11 4.075e-11 2.192e-11 1.219e-11 1.626e-11 1.006e-11 8.310e-12 7.917e-12 7.720e-12 7.592e-12 8.444e-12 7.647e-12 7.601e-12 7.598e-12 7.596e-12 7.589e-12 7.593e-12 7.588e-12 7.589e-12 7.953e-12 7.588e-12 7.588e-12 7.588e-12 7.594e-12 7.588e-12 7.598e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.931e-12 +71 EP 3 6.808e-12 6.813e-12 2.078e-10 9.299e-11 9.714e-01 2.694e-02 1.606e-03 3.123e-06 8.558e-11 2.670e-05 4.976e-11 9.953e-12 2.236e-06 9.310e-06 7.196e-12 7.427e-12 7.056e-12 6.845e-12 6.822e-12 6.809e-12 6.808e-12 6.937e-12 6.809e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.810e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.808e-12 6.821e-12 +71 EP 4 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.826e-10 2.831e-10 2.860e-10 2.955e-10 2.928e-10 3.203e-10 3.056e-10 4.785e-10 3.120e-10 3.142e-10 5.099e-10 3.555e-10 3.814e-10 6.497e-10 3.836e-10 3.967e-10 7.710e-10 1.656e-09 8.152e-09 4.982e-02 1.107e-01 1.441e-01 1.347e-01 1.039e-01 9.395e-02 8.024e-02 5.670e-02 4.850e-02 4.118e-02 3.447e-02 2.711e-02 2.098e-02 1.269e-02 1.326e-02 1.100e-02 5.077e-03 2.260e-03 2.821e-03 2.257e-03 1.695e-03 6.923e-04 5.642e-04 2.821e-04 2.821e-04 5.642e-04 2.821e-04 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 3.435e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 2.821e-10 8.256e-10 +71 EP 5 8.749e-12 9.045e-12 1.082e-10 9.742e-01 2.453e-02 9.858e-04 2.600e-04 3.813e-05 3.275e-05 5.386e-11 5.752e-11 9.250e-12 1.181e-11 2.151e-06 8.788e-12 8.811e-12 8.760e-12 8.756e-12 8.750e-12 8.752e-12 8.749e-12 8.927e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.752e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.750e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.757e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 8.749e-12 +71 EP 6 1.180e-11 1.180e-11 1.479e-11 2.771e-11 2.917e-03 3.556e-07 9.967e-01 3.526e-04 2.111e-09 5.914e-10 6.946e-10 8.954e-11 1.251e-10 4.777e-11 3.203e-11 1.454e-05 1.710e-11 2.471e-11 1.373e-11 1.501e-11 1.233e-11 3.858e-11 1.231e-11 1.192e-11 1.189e-11 1.241e-11 1.360e-11 1.182e-11 1.180e-11 1.180e-11 4.721e-11 1.180e-11 1.180e-11 1.181e-11 1.181e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.181e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.180e-11 1.221e-11 +71 EP 7 3.572e-11 3.572e-11 3.573e-11 3.779e-11 5.744e-11 1.926e-10 4.855e-04 2.472e-03 6.989e-03 1.154e-02 3.310e-10 3.117e-01 5.146e-01 1.515e-01 1.712e-09 4.002e-10 2.796e-06 1.111e-04 6.380e-10 2.427e-10 3.577e-10 2.169e-04 7.879e-10 5.738e-11 6.157e-11 1.339e-05 1.427e-10 7.355e-11 4.443e-11 1.164e-10 3.754e-11 3.606e-11 3.592e-11 4.289e-05 4.536e-11 3.598e-11 3.584e-11 3.649e-11 3.572e-11 3.584e-11 3.572e-11 3.572e-11 3.573e-11 3.572e-11 3.574e-11 3.579e-11 3.572e-11 3.572e-11 3.572e-11 3.575e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.579e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.572e-11 3.859e-04 +71 EP 8 1.673e-11 1.673e-11 2.349e-11 2.507e-11 4.989e-10 1.105e-08 9.837e-01 1.619e-02 2.081e-09 7.932e-06 2.258e-09 5.736e-10 1.330e-04 1.012e-10 9.817e-11 8.315e-11 6.512e-11 2.765e-11 2.302e-11 1.816e-11 1.684e-11 2.081e-11 1.942e-11 1.736e-11 1.725e-11 1.712e-11 1.674e-11 1.701e-11 1.673e-11 1.684e-11 2.386e-11 1.673e-11 1.673e-11 1.673e-11 1.706e-11 1.673e-11 1.677e-11 1.673e-11 1.673e-11 1.676e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 3.398e-11 +71 EP 9 9.889e-10 9.889e-10 9.889e-10 9.895e-10 9.904e-10 9.950e-10 1.007e-09 1.047e-09 1.014e-09 1.061e-09 1.052e-09 1.086e-09 1.138e-09 1.150e-09 1.127e-03 1.259e-09 3.469e-03 3.137e-03 7.817e-03 1.592e-09 2.653e-03 5.912e-03 6.305e-03 8.112e-03 3.147e-03 5.235e-03 2.744e-03 5.305e-03 8.550e-03 3.984e-03 2.976e-03 4.022e-03 3.954e-03 6.536e-03 1.904e-03 1.604e-03 2.966e-03 9.891e-04 9.782e-04 9.896e-10 1.967e-03 9.889e-10 1.878e-09 1.967e-03 2.517e-03 9.908e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-04 9.889e-10 9.889e-10 9.889e-04 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 1.025e-03 1.978e-03 5.933e-03 9.889e-04 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 9.889e-10 8.882e-01 +71 EP 10 5.929e-11 5.929e-11 5.930e-11 6.128e-11 9.733e-11 1.444e-10 3.037e-10 6.381e-04 1.217e-08 1.616e-03 3.319e-10 2.376e-10 1.334e-09 3.548e-01 4.177e-01 1.872e-01 3.742e-02 1.165e-09 3.227e-10 3.776e-10 1.266e-09 3.200e-10 4.110e-10 1.099e-10 1.003e-10 7.544e-05 5.352e-10 1.243e-04 1.277e-05 2.949e-05 6.245e-11 6.247e-11 6.023e-11 1.403e-10 6.582e-11 6.345e-11 5.946e-11 6.045e-11 5.930e-11 5.962e-11 5.930e-11 5.930e-11 5.932e-11 5.930e-11 5.945e-11 6.004e-11 5.930e-11 5.930e-11 5.930e-11 5.955e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 6.029e-11 5.929e-11 5.930e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 5.929e-11 3.562e-04 +71 EP 11 8.760e-11 8.760e-11 8.760e-11 8.904e-11 9.582e-11 1.059e-10 1.488e-10 4.336e-10 8.345e-04 2.692e-04 3.741e-10 2.222e-10 3.729e-10 2.661e-10 1.025e-09 1.809e-01 2.907e-01 2.744e-01 1.769e-01 5.765e-02 1.603e-02 1.417e-03 3.549e-10 2.294e-10 2.135e-10 7.028e-06 2.767e-04 3.203e-10 9.324e-05 4.015e-10 9.740e-11 1.088e-10 9.135e-11 1.711e-09 1.002e-10 9.930e-11 8.828e-11 9.009e-11 8.762e-11 8.911e-11 8.764e-11 8.761e-11 8.773e-11 8.764e-11 8.851e-11 1.079e-10 8.761e-11 8.761e-11 8.761e-11 9.226e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 1.311e-10 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 8.760e-11 5.910e-04 +71 EP 12 1.649e-11 1.658e-11 3.059e-11 1.353e-10 9.849e-01 1.503e-02 9.551e-08 9.128e-10 1.990e-10 2.014e-10 6.258e-05 2.595e-11 2.722e-11 2.811e-11 1.786e-11 1.903e-11 1.669e-11 1.687e-11 1.660e-11 1.677e-11 1.683e-11 4.797e-11 1.650e-11 1.649e-11 1.649e-11 1.649e-11 1.652e-11 1.649e-11 1.649e-11 1.649e-11 1.675e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.652e-11 +71 EP 13 7.073e-11 1.485e-03 9.617e-01 3.672e-02 1.585e-09 2.360e-10 2.379e-10 4.959e-05 1.162e-10 8.055e-11 8.058e-11 7.092e-11 7.143e-11 8.081e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.075e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 +71 EP 14 3.599e-11 3.599e-11 3.894e-11 5.641e-11 6.294e-10 2.477e-04 2.730e-09 8.485e-01 1.205e-01 3.068e-02 5.618e-09 6.731e-10 4.775e-10 2.463e-10 3.701e-10 2.092e-10 9.015e-11 3.872e-10 1.969e-10 5.637e-11 4.942e-11 5.728e-05 8.223e-11 3.934e-11 3.899e-11 4.692e-10 3.110e-10 3.695e-11 3.602e-11 3.604e-11 4.496e-11 3.599e-11 3.599e-11 3.619e-11 3.610e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.600e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.600e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 3.599e-11 4.055e-11 +71 EP 15 1.377e-10 1.377e-10 1.377e-10 1.379e-10 1.395e-10 1.425e-10 1.692e-10 2.221e-10 2.291e-10 4.815e-10 1.935e-10 5.571e-10 2.157e-10 2.361e-10 4.313e-05 2.972e-10 3.123e-10 1.423e-09 7.423e-02 1.805e-01 2.087e-01 1.863e-01 1.539e-01 1.042e-01 5.141e-02 2.509e-02 8.234e-03 5.422e-03 1.532e-09 4.069e-10 2.896e-10 1.135e-09 2.313e-10 2.254e-10 2.200e-10 2.171e-10 1.404e-10 1.431e-10 1.390e-10 1.462e-10 1.391e-10 1.389e-10 1.419e-10 1.392e-10 1.525e-10 2.430e-10 1.389e-10 1.389e-10 1.389e-10 1.403e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.326e-04 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.377e-10 1.822e-03 +71 EP 16 1.498e-11 1.498e-11 1.587e-11 2.124e-11 2.047e-03 4.560e-08 4.260e-03 9.391e-01 4.290e-02 8.909e-03 2.525e-03 4.187e-10 2.571e-04 3.403e-05 1.545e-10 1.477e-10 8.048e-11 3.377e-11 2.882e-11 1.853e-11 1.526e-11 1.338e-10 1.746e-11 1.800e-11 1.651e-11 2.023e-11 1.553e-11 1.548e-11 1.498e-11 1.502e-11 1.483e-05 1.498e-11 1.498e-11 1.498e-11 1.567e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 1.498e-11 2.765e-11 +71 EP 17 1.991e-11 1.991e-11 2.022e-11 2.440e-11 2.261e-04 9.192e-03 3.062e-02 9.413e-02 8.328e-01 1.753e-03 1.680e-02 1.344e-02 2.201e-05 4.459e-04 6.146e-04 2.482e-10 1.409e-10 2.360e-10 1.862e-09 3.161e-11 2.941e-11 3.212e-10 5.177e-11 3.589e-11 4.578e-11 1.301e-10 3.892e-11 2.052e-11 1.994e-11 1.993e-11 3.409e-11 1.991e-11 1.991e-11 2.007e-11 2.046e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 1.991e-11 5.603e-11 +71 EP 18 1.521e-11 1.522e-11 1.823e-11 4.731e-11 2.517e-04 9.790e-01 2.073e-02 7.748e-08 3.991e-10 1.559e-10 1.228e-10 4.383e-11 4.488e-11 3.164e-11 2.259e-11 1.252e-10 1.640e-11 1.884e-11 1.574e-11 1.830e-11 1.595e-11 1.059e-05 1.534e-11 1.525e-11 1.525e-11 1.523e-11 1.562e-11 1.522e-11 1.521e-11 1.521e-11 1.765e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.540e-11 +71 EP 19 5.906e-11 5.906e-11 5.996e-11 8.293e-11 1.302e-09 7.272e-10 1.176e-09 5.167e-01 4.606e-01 2.014e-02 9.512e-10 1.510e-03 5.063e-09 1.146e-09 1.787e-04 4.026e-05 7.363e-04 2.062e-10 7.115e-07 1.370e-10 6.522e-11 1.805e-10 6.505e-10 9.636e-11 1.375e-10 6.600e-11 5.931e-11 9.413e-11 5.923e-11 7.835e-11 7.133e-11 5.912e-11 5.906e-11 5.916e-11 8.874e-11 5.906e-11 6.217e-11 5.907e-11 5.906e-11 6.010e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 5.906e-11 4.646e-05 +71 EP 20 3.737e-11 3.737e-11 3.741e-11 3.898e-11 6.678e-11 6.247e-07 3.622e-03 3.863e-03 2.409e-06 2.980e-09 6.285e-01 3.577e-01 7.432e-10 5.413e-10 4.190e-03 1.390e-03 3.638e-04 1.782e-04 4.299e-10 2.761e-09 8.170e-05 3.636e-05 2.353e-10 5.153e-11 6.591e-11 1.029e-10 1.009e-04 4.371e-11 4.011e-11 4.663e-11 3.975e-11 3.745e-11 3.752e-11 1.458e-10 4.791e-11 3.740e-11 3.738e-11 3.738e-11 3.737e-11 3.741e-11 3.737e-11 3.737e-11 3.738e-11 3.737e-11 3.738e-11 3.741e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.739e-11 3.737e-11 3.738e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 3.737e-11 2.458e-10 +71 EP 21 8.458e-11 8.458e-11 8.460e-11 8.514e-11 2.712e-10 4.387e-03 1.173e-08 1.838e-02 8.442e-01 1.317e-01 2.094e-09 6.987e-09 3.756e-04 4.920e-05 4.991e-09 1.852e-04 4.756e-06 2.128e-10 2.882e-09 3.711e-04 1.281e-10 2.485e-09 1.207e-10 2.826e-04 2.566e-10 8.985e-11 8.622e-11 1.665e-10 8.471e-11 1.034e-10 8.808e-11 8.460e-11 8.459e-11 8.461e-11 1.197e-10 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 8.458e-11 1.061e-04 +71 EP 22 7.073e-11 7.073e-11 7.073e-11 8.289e-11 7.551e-05 1.040e-07 2.541e-03 4.530e-09 8.852e-09 5.007e-01 3.756e-01 1.101e-01 3.981e-09 2.191e-03 6.533e-03 6.995e-05 1.350e-03 5.552e-04 6.505e-10 9.211e-08 3.436e-10 1.274e-09 8.824e-05 1.317e-10 9.003e-05 7.950e-11 8.310e-11 6.917e-05 7.124e-11 1.604e-10 7.115e-11 7.124e-11 7.088e-11 7.133e-11 6.950e-05 7.073e-11 7.128e-11 7.083e-11 7.073e-11 7.269e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.075e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 7.073e-11 1.624e-10 +71 TP 1 2.901e-01 4.533e-02 9.452e-03 7.323e-04 1.172e-04 5.213e-03 6.989e-02 7.948e-02 2.850e-04 2.720e-02 9.545e-03 1.418e-10 2.635e-11 5.099e-03 2.639e-03 6.051e-02 8.183e-02 2.017e-07 9.301e-02 1.308e-01 6.464e-02 2.407e-02 +71 TP 2 7.511e-08 3.856e-01 2.928e-01 3.159e-11 3.993e-02 7.942e-02 5.703e-11 4.453e-02 1.222e-08 1.474e-10 4.165e-11 2.043e-02 2.510e-04 6.842e-03 4.103e-05 1.386e-02 9.053e-04 1.142e-01 1.189e-03 4.074e-09 3.194e-07 7.156e-11 +71 TP 3 9.965e-11 9.614e-02 4.843e-01 1.816e-11 2.114e-01 9.160e-03 4.194e-11 6.724e-03 6.978e-12 2.841e-11 1.904e-11 1.338e-01 3.759e-03 2.178e-10 2.664e-11 5.256e-10 9.341e-11 5.468e-02 8.131e-11 7.025e-11 9.718e-11 5.087e-11 +71 TP 4 7.626e-10 2.866e-10 2.822e-10 7.742e-01 2.822e-10 6.152e-10 9.535e-03 9.040e-04 1.107e-03 1.532e-02 3.636e-02 2.821e-10 2.822e-10 2.420e-04 1.459e-01 8.562e-10 6.337e-10 2.852e-10 2.482e-03 1.962e-03 7.130e-10 1.206e-02 +71 TP 5 4.093e-04 2.401e-02 1.642e-01 8.858e-12 5.740e-01 1.107e-02 7.678e-11 1.473e-03 8.867e-06 3.461e-05 9.129e-12 1.327e-01 5.351e-02 1.816e-03 9.006e-12 1.893e-03 1.183e-03 3.336e-02 9.926e-05 1.901e-04 1.131e-10 5.717e-11 +71 TP 6 4.770e-02 1.320e-01 6.599e-02 5.462e-05 7.342e-03 2.657e-01 9.921e-03 5.800e-02 5.433e-05 3.052e-03 1.281e-03 1.650e-02 1.963e-05 9.752e-02 3.954e-04 1.230e-01 8.855e-02 6.225e-02 5.504e-03 1.521e-02 9.193e-10 1.090e-09 +71 TP 7 6.243e-09 1.357e-02 1.477e-03 9.844e-04 1.198e-04 1.373e-04 3.979e-01 3.301e-02 5.162e-04 1.196e-01 3.246e-02 4.993e-10 3.663e-11 4.679e-03 9.295e-03 1.837e-02 6.495e-03 1.753e-10 6.824e-02 1.060e-01 3.899e-02 1.481e-01 +71 TP 8 8.074e-08 3.255e-01 1.103e-01 2.797e-11 1.216e-02 1.802e-01 9.515e-11 2.425e-01 3.501e-11 3.705e-09 9.636e-11 4.023e-10 7.394e-05 3.387e-02 1.216e-10 7.143e-02 7.915e-03 1.045e-02 3.630e-03 2.189e-10 1.944e-03 2.963e-10 +71 TP 9 2.369e-09 1.004e-03 1.000e-09 8.739e-09 9.909e-04 2.825e-09 1.726e-02 1.104e-03 9.012e-01 1.784e-02 3.152e-02 1.001e-09 9.970e-10 1.484e-09 1.348e-02 2.859e-09 3.519e-09 2.208e-09 1.032e-02 2.100e-09 5.913e-09 5.276e-03 +71 TP 10 2.912e-09 5.342e-03 1.064e-03 4.041e-03 1.312e-10 3.620e-10 2.006e-01 1.909e-02 1.059e-03 4.234e-01 1.025e-01 1.073e-09 5.972e-11 1.304e-03 2.268e-02 9.096e-03 2.623e-09 5.979e-10 4.527e-02 3.909e-02 2.580e-02 9.963e-02 +71 TP 11 1.394e-09 2.735e-03 1.257e-04 1.055e-02 3.524e-04 3.115e-10 8.679e-02 9.348e-03 1.047e-03 1.621e-01 5.112e-01 1.219e-10 8.940e-11 7.195e-10 9.188e-02 6.663e-04 2.270e-09 2.957e-10 2.987e-02 2.142e-02 1.276e-02 5.914e-02 +71 TP 12 8.954e-03 1.603e-01 3.120e-09 2.139e-06 4.780e-02 1.629e-01 1.939e-03 7.351e-03 1.664e-11 4.166e-04 2.036e-04 2.598e-01 1.451e-03 2.771e-02 6.763e-05 4.048e-02 2.089e-02 2.562e-01 4.029e-10 3.163e-03 2.555e-04 2.313e-10 +71 TP 13 1.373e-04 1.615e-03 1.596e-02 7.096e-11 4.362e-01 1.625e-03 7.699e-11 2.858e-10 7.110e-11 7.323e-11 7.099e-11 3.221e-02 5.067e-01 3.181e-04 7.096e-11 4.371e-10 3.841e-04 4.810e-03 3.805e-10 7.842e-11 9.688e-10 2.853e-10 +71 TP 14 1.845e-01 4.360e-02 3.338e-02 3.043e-10 3.098e-03 1.211e-01 5.745e-02 6.274e-09 1.854e-04 2.099e-02 7.260e-03 1.125e-02 4.081e-05 1.075e-01 1.255e-03 1.311e-06 2.628e-01 5.978e-02 4.300e-07 8.241e-02 2.489e-09 3.356e-03 +71 TP 15 8.665e-10 4.048e-04 1.420e-10 7.013e-02 1.381e-10 5.670e-10 3.350e-02 1.505e-03 2.742e-03 5.524e-02 1.530e-01 1.396e-10 1.378e-10 3.102e-04 6.356e-01 4.975e-04 6.342e-10 1.861e-09 9.224e-03 8.408e-03 5.731e-03 2.369e-02 +71 TP 16 2.320e-02 1.325e-01 4.042e-02 4.657e-05 2.793e-03 5.591e-02 1.784e-09 1.998e-01 1.141e-05 3.360e-09 1.611e-08 2.932e-10 5.119e-11 9.220e-02 7.652e-05 3.421e-01 1.109e-01 3.565e-06 1.987e-06 1.968e-09 1.021e-09 1.335e-09 +71 TP 17 1.914e-01 6.439e-02 1.675e-02 2.553e-04 5.426e-04 1.992e-08 4.180e-02 1.064e-01 4.703e-05 1.480e-02 6.328e-03 4.865e-04 1.897e-05 2.675e-09 1.600e-03 1.474e-01 2.881e-01 2.268e-04 3.665e-02 6.214e-02 2.069e-02 2.641e-09 +71 TP 18 3.148e-02 5.164e-02 4.295e-06 2.828e-05 2.274e-02 3.210e-01 6.197e-03 5.684e-04 9.084e-06 1.917e-03 7.267e-04 7.950e-02 1.591e-10 7.596e-02 7.218e-05 9.244e-02 6.585e-02 2.386e-01 1.176e-03 1.012e-02 4.439e-06 4.801e-09 +71 TP 19 2.381e-05 2.081e-01 5.447e-02 9.850e-11 4.024e-03 1.865e-09 1.880e-09 4.106e-01 3.333e-10 7.967e-10 2.520e-10 3.273e-10 1.205e-04 3.637e-09 1.820e-09 2.973e-01 3.665e-07 5.266e-10 1.881e-02 2.521e-03 4.015e-03 4.928e-09 +71 TP 20 7.071e-09 1.815e-02 2.031e-03 8.569e-04 9.567e-06 2.537e-03 1.611e-01 4.106e-02 2.093e-04 4.547e-02 2.239e-02 2.278e-10 3.940e-11 7.904e-03 5.365e-03 2.424e-02 2.534e-02 1.033e-09 4.912e-02 3.532e-01 2.227e-02 2.187e-01 +71 TP 21 1.031e-01 1.310e-04 6.036e-08 7.544e-10 3.088e-10 2.272e-09 2.507e-09 5.980e-08 2.148e-10 5.581e-10 6.042e-10 5.999e-10 5.831e-10 2.509e-09 4.825e-04 1.332e-01 2.599e-01 9.673e-10 2.299e-01 5.212e-03 2.681e-01 2.896e-09 +71 TP 22 3.093e-01 5.240e-02 1.211e-02 3.341e-05 8.402e-04 6.716e-09 7.088e-10 1.108e-01 1.864e-05 4.540e-10 3.298e-10 3.095e-10 7.488e-11 3.412e-09 1.797e-09 6.256e-02 2.829e-08 5.676e-10 2.099e-01 2.947e-02 1.770e-01 3.559e-02 +72 IP 1 2.758e-09 +72 IP 2 3.354e-02 +72 IP 3 5.046e-08 +72 IP 4 1.869e-03 +72 IP 5 4.255e-01 +72 IP 6 8.148e-09 +72 IP 7 2.221e-09 +72 IP 8 2.251e-09 +72 IP 9 2.279e-09 +72 IP 10 8.727e-03 +72 IP 11 2.217e-09 +72 IP 12 2.250e-09 +72 IP 13 3.722e-01 +72 IP 14 5.663e-03 +72 IP 15 9.164e-02 +72 IP 16 1.027e-08 +72 IP 17 5.349e-02 +72 IP 18 2.217e-09 +72 IP 19 2.217e-09 +72 IP 20 2.234e-09 +72 IP 21 7.939e-04 +72 IP 22 6.591e-03 +72 EP 1 1.563e-11 1.563e-11 1.581e-11 4.630e-11 1.697e-04 6.102e-03 1.278e-02 1.764e-02 7.832e-01 1.706e-01 5.849e-10 8.025e-03 1.468e-03 3.123e-10 2.416e-05 4.452e-10 7.222e-11 7.282e-11 2.480e-11 8.166e-11 3.037e-11 4.383e-11 3.156e-11 1.732e-11 1.644e-11 1.613e-11 1.573e-11 1.582e-11 1.581e-11 1.709e-11 1.563e-11 1.573e-11 1.577e-11 1.563e-11 1.567e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.578e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.569e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.924e-11 +72 EP 2 9.932e-12 9.951e-12 2.594e-11 1.064e-10 9.957e-01 4.233e-03 6.508e-08 2.760e-10 8.666e-11 1.286e-05 2.295e-11 2.211e-11 5.544e-06 1.064e-11 1.253e-11 1.161e-11 1.015e-11 1.155e-11 9.951e-12 9.952e-12 9.945e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 9.932e-12 +72 EP 3 9.175e-12 9.180e-12 1.475e-11 2.769e-11 1.188e-09 9.798e-01 2.018e-02 6.951e-06 2.657e-10 6.231e-10 6.163e-11 3.853e-05 3.866e-11 1.185e-11 2.995e-11 2.658e-11 1.063e-11 3.049e-06 9.386e-12 9.311e-12 9.435e-12 9.182e-12 9.180e-12 9.176e-12 9.191e-12 9.191e-12 9.175e-12 9.175e-12 9.175e-12 9.176e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.175e-12 9.181e-12 +72 EP 4 1.255e-11 1.255e-11 1.297e-11 2.050e-11 4.461e-05 6.691e-08 2.907e-02 9.282e-01 3.654e-02 1.714e-09 6.118e-03 4.136e-10 1.286e-05 1.177e-10 1.108e-10 5.329e-11 4.898e-11 2.855e-11 1.491e-11 2.459e-11 1.544e-11 1.461e-11 1.554e-11 1.267e-11 1.270e-11 1.272e-11 1.258e-11 1.264e-11 1.255e-11 1.269e-11 1.255e-11 1.256e-11 1.255e-11 1.255e-11 1.259e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.257e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.352e-11 +72 EP 5 9.752e-12 1.025e-11 1.136e-10 9.761e-01 2.271e-02 7.865e-04 2.884e-04 8.160e-05 4.861e-05 2.127e-11 1.064e-11 1.053e-11 3.528e-11 9.830e-12 1.027e-11 9.884e-12 9.858e-12 9.808e-12 9.754e-12 9.763e-12 9.754e-12 9.754e-12 9.754e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.794e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.752e-12 9.753e-12 +72 EP 6 3.986e-11 3.986e-11 4.086e-11 5.842e-11 4.384e-10 1.282e-09 9.971e-01 1.875e-03 1.634e-09 1.556e-09 5.234e-10 2.803e-04 7.460e-04 1.803e-10 2.466e-05 1.683e-10 1.051e-10 2.408e-10 5.137e-11 5.468e-11 5.173e-11 4.155e-11 4.092e-11 3.993e-11 4.492e-11 4.467e-11 4.014e-11 3.997e-11 3.988e-11 3.990e-11 3.989e-11 3.987e-11 3.988e-11 3.986e-11 4.003e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.988e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.989e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 3.986e-11 4.124e-11 +72 EP 7 5.691e-11 5.691e-11 5.691e-11 6.014e-11 6.085e-11 1.214e-04 1.456e-10 1.122e-03 1.085e-03 1.068e-03 4.731e-04 2.840e-10 1.692e-10 6.676e-10 1.997e-01 3.161e-01 2.833e-01 1.434e-01 4.692e-02 4.993e-03 5.041e-10 1.720e-10 1.811e-10 4.024e-10 4.918e-05 1.141e-04 6.337e-10 8.464e-11 1.503e-10 1.865e-10 6.315e-11 1.564e-10 7.713e-11 5.213e-06 1.176e-10 5.884e-11 5.884e-11 6.194e-11 6.248e-11 6.010e-11 5.696e-11 5.696e-11 7.475e-11 5.695e-11 8.889e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.695e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.720e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 5.691e-11 1.540e-03 +72 EP 8 8.286e-11 8.286e-11 8.287e-11 8.336e-11 1.426e-10 8.577e-10 1.499e-09 1.698e-06 2.279e-09 2.709e-01 5.539e-01 1.446e-01 2.850e-02 1.810e-09 7.255e-10 9.696e-04 2.247e-06 3.681e-04 6.151e-05 3.899e-10 5.213e-04 1.669e-10 1.364e-10 1.981e-10 1.450e-10 3.773e-05 4.007e-05 3.083e-10 8.443e-11 4.154e-05 8.317e-11 4.242e-05 8.327e-11 8.315e-11 1.241e-10 8.287e-11 8.286e-11 8.286e-11 8.286e-11 8.193e-05 8.286e-11 8.292e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 8.286e-11 9.672e-10 +72 EP 9 5.265e-11 5.265e-11 5.297e-11 5.799e-11 2.145e-09 1.781e-03 1.103e-02 8.002e-01 1.866e-01 1.051e-09 2.031e-09 2.483e-09 1.685e-09 1.470e-09 1.530e-04 2.411e-10 5.449e-05 1.277e-10 1.655e-10 1.872e-04 9.180e-11 6.000e-11 5.678e-11 5.380e-11 8.019e-11 7.057e-11 5.424e-11 5.471e-11 5.272e-11 5.298e-11 5.268e-11 5.277e-11 5.265e-11 5.265e-11 6.014e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.266e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 5.265e-11 6.896e-11 +72 EP 10 3.760e-11 3.762e-11 5.176e-11 9.767e-11 2.299e-07 1.133e-07 7.515e-01 2.206e-01 2.789e-02 2.139e-08 4.343e-06 4.693e-10 4.269e-10 1.106e-10 1.677e-10 1.260e-10 1.039e-10 6.466e-11 4.671e-11 1.025e-10 4.992e-11 8.934e-11 4.462e-11 4.153e-11 3.870e-11 3.790e-11 3.770e-11 3.779e-11 3.771e-11 3.825e-11 3.760e-11 3.765e-11 3.760e-11 3.760e-11 3.764e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.766e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.766e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 3.760e-11 5.595e-11 +72 EP 11 4.926e-10 4.926e-10 4.926e-10 4.953e-10 4.927e-10 4.939e-10 4.963e-10 5.048e-10 4.957e-10 4.990e-10 5.168e-10 5.436e-10 5.307e-10 5.811e-10 3.443e-04 2.822e-08 5.478e-10 6.654e-10 1.076e-03 2.611e-03 2.587e-03 5.754e-10 5.505e-10 1.299e-03 8.717e-04 8.164e-04 2.030e-03 2.932e-03 1.314e-03 4.474e-03 1.432e-02 3.966e-02 4.715e-02 5.362e-02 4.552e-02 4.970e-02 5.178e-02 6.106e-02 4.630e-02 4.732e-02 4.630e-02 2.512e-02 1.805e-02 1.281e-02 5.438e-03 1.970e-03 3.940e-03 9.851e-04 1.970e-03 4.926e-04 9.851e-04 4.926e-10 4.926e-10 4.926e-04 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-04 4.926e-10 1.478e-03 4.926e-10 4.926e-04 4.926e-04 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.926e-10 4.017e-01 +72 EP 12 6.252e-11 6.252e-11 6.265e-11 6.421e-11 2.380e-04 4.495e-04 3.610e-04 8.760e-09 5.892e-01 4.073e-01 7.705e-08 1.774e-09 8.933e-10 1.359e-03 8.131e-10 7.445e-04 1.016e-09 1.277e-09 6.444e-05 2.203e-10 1.523e-10 9.777e-11 1.563e-10 8.665e-11 9.928e-11 1.277e-10 7.059e-11 1.482e-10 6.272e-11 3.233e-10 6.270e-11 6.346e-11 6.260e-11 6.264e-11 9.754e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.370e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 6.252e-11 2.736e-04 +72 EP 13 7.984e-11 4.072e-03 9.739e-01 2.162e-02 2.573e-09 4.156e-04 2.828e-10 1.183e-10 1.201e-10 8.318e-11 7.994e-11 7.995e-11 8.295e-11 7.986e-11 7.994e-11 7.993e-11 7.985e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 7.984e-11 +72 EP 14 8.257e-11 8.259e-11 8.306e-11 1.989e-10 1.858e-09 4.690e-03 3.161e-04 4.710e-01 2.827e-01 1.463e-01 6.771e-02 1.783e-02 5.779e-03 3.377e-03 7.331e-10 1.689e-09 5.731e-09 2.368e-10 2.477e-10 2.399e-05 8.272e-10 1.959e-10 2.568e-10 7.341e-10 1.769e-10 8.997e-11 8.597e-11 8.516e-11 8.563e-11 3.017e-05 8.258e-11 8.464e-11 8.321e-11 8.259e-11 8.279e-11 8.258e-11 8.258e-11 8.257e-11 8.257e-11 8.513e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.377e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.277e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 8.257e-11 1.986e-04 +72 EP 15 1.096e-11 1.122e-11 2.766e-11 1.418e-10 9.689e-01 3.113e-02 7.116e-09 1.610e-10 1.214e-10 2.395e-10 1.877e-11 2.243e-11 3.626e-11 1.194e-11 2.583e-11 1.285e-11 1.386e-11 1.115e-11 1.099e-11 1.135e-11 1.099e-11 1.104e-11 1.097e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.096e-11 1.098e-11 +72 EP 16 2.291e-11 2.291e-11 2.301e-11 1.467e-05 1.172e-04 4.917e-04 2.221e-03 1.340e-03 2.750e-05 5.704e-01 4.155e-01 9.535e-03 7.620e-10 2.660e-07 2.573e-10 3.447e-04 7.264e-08 7.213e-11 7.588e-11 1.056e-10 1.807e-10 5.583e-11 9.106e-11 2.841e-11 2.533e-11 2.484e-11 2.354e-11 3.119e-11 3.020e-11 2.578e-11 2.294e-11 2.305e-11 2.327e-11 2.291e-11 2.297e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.519e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.633e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 2.291e-11 5.063e-11 +72 EP 17 1.392e-11 1.405e-11 5.328e-06 4.912e-11 3.410e-09 9.607e-01 3.918e-02 5.580e-10 3.917e-10 1.300e-04 9.297e-11 1.086e-10 3.912e-11 2.040e-11 5.861e-11 2.794e-11 3.144e-11 1.463e-11 1.455e-11 1.654e-11 1.463e-11 1.551e-11 1.403e-11 1.396e-11 1.394e-11 1.393e-11 1.393e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.393e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.393e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.392e-11 1.422e-11 +72 EP 18 1.801e-10 1.801e-10 1.801e-10 1.806e-10 1.804e-10 1.907e-10 1.830e-10 2.102e-10 2.237e-10 2.821e-10 4.883e-05 2.688e-10 2.077e-10 2.825e-10 3.480e-10 2.404e-10 4.570e-10 2.856e-10 2.941e-10 3.598e-10 8.448e-04 2.887e-02 1.060e-01 1.367e-01 1.422e-01 1.257e-01 1.104e-01 9.675e-02 7.698e-02 5.838e-02 4.718e-02 3.314e-02 1.608e-02 9.197e-03 6.028e-03 2.541e-03 1.779e-03 7.268e-04 3.713e-10 1.983e-10 1.848e-10 1.890e-10 6.355e-05 1.872e-10 2.583e-10 1.802e-10 1.802e-10 1.802e-10 1.820e-10 2.546e-10 1.826e-10 1.801e-10 1.801e-10 1.802e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 2.169e-10 1.801e-10 1.802e-10 1.801e-10 1.802e-10 1.802e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 1.801e-10 2.731e-04 +72 EP 19 9.521e-11 9.521e-11 9.522e-11 9.623e-11 9.660e-11 2.579e-10 1.103e-10 2.048e-04 1.382e-04 2.686e-04 2.424e-05 1.021e-09 1.681e-10 1.079e-09 2.089e-10 2.483e-10 2.004e-09 1.246e-01 2.079e-01 2.222e-01 1.911e-01 1.402e-01 6.823e-02 2.974e-02 9.027e-03 3.053e-03 4.844e-09 2.286e-10 1.917e-10 1.711e-10 1.138e-10 1.479e-10 3.669e-10 1.874e-10 1.073e-04 1.100e-10 1.882e-10 1.210e-10 1.221e-10 8.939e-05 9.551e-11 9.558e-11 2.204e-10 9.580e-11 9.129e-05 9.521e-11 9.521e-11 9.521e-11 9.523e-11 9.669e-11 9.523e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 1.077e-10 9.521e-11 9.526e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 9.521e-11 3.038e-03 +72 EP 20 3.626e-11 3.626e-11 3.628e-11 4.738e-11 4.494e-11 4.511e-10 1.017e-09 8.897e-10 3.621e-03 5.661e-03 2.124e-10 5.148e-10 3.433e-01 4.220e-01 1.915e-01 3.086e-02 3.434e-10 1.787e-10 3.164e-09 2.203e-03 3.641e-10 2.240e-10 2.260e-10 2.141e-10 7.247e-05 1.735e-04 5.430e-05 1.787e-10 9.337e-11 4.651e-10 3.822e-11 6.120e-11 3.823e-11 3.879e-11 4.152e-11 3.665e-11 3.680e-11 3.653e-11 3.654e-11 4.135e-11 3.627e-11 3.628e-11 3.705e-11 3.627e-11 4.321e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.627e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.629e-11 3.626e-11 3.627e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 4.424e-04 +72 EP 21 2.962e-11 2.962e-11 2.965e-11 3.523e-10 5.498e-11 1.799e-04 1.699e-03 7.547e-05 4.072e-03 1.070e-09 2.059e-01 5.955e-01 1.911e-01 9.114e-10 2.965e-10 9.001e-04 5.292e-04 1.687e-10 5.909e-10 5.457e-10 2.242e-07 7.772e-11 9.034e-10 6.470e-11 6.369e-11 6.981e-11 4.496e-11 7.455e-11 5.460e-11 4.451e-11 2.989e-11 7.638e-11 3.013e-11 2.988e-11 3.107e-11 2.972e-11 2.977e-11 2.965e-11 2.964e-11 6.843e-11 2.962e-11 2.964e-11 2.968e-11 2.962e-11 3.567e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.963e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.963e-11 2.962e-11 2.963e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 2.962e-11 1.129e-10 +72 EP 22 8.501e-12 8.502e-12 1.294e-11 1.755e-11 7.069e-03 1.372e-01 8.216e-01 2.419e-02 7.210e-03 2.663e-03 8.568e-11 9.353e-11 3.494e-11 1.967e-11 5.412e-11 4.525e-11 2.081e-11 4.115e-11 8.879e-12 9.442e-12 8.729e-12 8.748e-12 8.681e-12 8.539e-12 8.509e-12 8.502e-12 8.501e-12 8.501e-12 8.501e-12 8.517e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.501e-12 8.651e-12 +72 TP 1 3.838e-01 1.686e-02 5.532e-02 1.356e-01 5.742e-04 5.418e-02 6.333e-03 2.822e-10 6.968e-02 1.200e-03 2.592e-11 1.240e-09 2.551e-11 8.980e-03 5.099e-10 1.473e-01 1.479e-03 5.351e-04 1.845e-03 1.937e-02 3.844e-02 5.859e-02 +72 TP 2 1.135e-10 4.010e-01 8.839e-02 1.071e-06 2.043e-01 5.179e-05 2.423e-05 7.828e-11 1.378e-04 8.198e-05 9.984e-12 8.701e-11 3.366e-03 1.324e-10 2.081e-01 6.465e-11 8.184e-02 2.309e-11 1.920e-11 6.518e-11 2.483e-05 1.272e-02 +72 TP 3 5.756e-10 2.856e-01 3.438e-01 1.531e-07 4.397e-02 1.824e-03 3.474e-10 1.452e-10 4.620e-09 1.563e-02 1.512e-11 3.282e-10 2.915e-04 3.167e-10 4.394e-02 1.827e-10 1.884e-01 2.516e-11 1.138e-10 5.898e-05 2.365e-10 7.642e-02 +72 TP 4 1.916e-01 3.582e-02 9.818e-02 3.465e-01 2.529e-03 5.439e-02 4.193e-10 6.417e-10 6.720e-09 7.688e-03 1.769e-11 1.200e-09 1.536e-11 5.253e-02 3.838e-10 2.489e-02 8.688e-10 2.389e-04 3.183e-10 6.705e-10 3.371e-03 1.822e-01 +72 TP 5 1.071e-03 7.758e-02 1.764e-02 2.565e-03 5.698e-01 1.032e-09 1.009e-11 4.323e-09 8.862e-05 4.260e-03 9.779e-06 5.983e-10 5.159e-02 7.907e-04 2.222e-01 2.649e-04 4.105e-02 1.496e-11 2.985e-05 7.778e-05 1.792e-04 1.080e-02 +72 TP 6 1.369e-09 1.081e-01 3.603e-01 3.717e-02 1.047e-02 1.436e-01 1.742e-04 4.845e-08 1.596e-02 7.230e-03 2.991e-05 1.005e-06 1.056e-05 5.682e-03 1.718e-09 8.747e-10 2.121e-05 6.308e-11 1.691e-04 8.850e-10 7.140e-04 3.103e-01 +72 TP 7 1.099e-09 5.762e-05 4.907e-03 1.233e-03 5.179e-05 1.119e-02 5.106e-01 6.445e-02 2.590e-02 3.203e-10 1.916e-03 4.277e-02 5.790e-11 3.547e-10 1.109e-10 2.270e-09 1.576e-10 1.393e-02 9.449e-02 1.694e-01 5.910e-02 3.755e-10 +72 TP 8 6.735e-05 7.372e-03 3.781e-02 4.281e-02 3.289e-10 6.480e-02 4.617e-10 1.041e-01 1.050e-01 2.020e-09 1.059e-10 2.810e-01 8.499e-11 1.702e-09 4.108e-10 3.494e-01 9.083e-10 2.840e-10 3.642e-10 3.560e-10 3.769e-09 7.607e-03 +72 TP 9 2.312e-04 4.604e-02 1.776e-01 2.780e-01 2.458e-03 3.297e-01 2.231e-10 4.779e-09 1.269e-01 1.312e-09 6.011e-11 2.010e-09 6.994e-05 5.658e-07 4.649e-10 1.367e-09 9.245e-10 1.972e-10 2.367e-10 1.109e-05 2.324e-09 3.909e-02 +72 TP 10 2.547e-01 6.062e-03 3.659e-03 1.775e-01 1.009e-02 3.393e-06 8.559e-03 1.615e-09 4.465e-09 7.973e-02 9.240e-11 1.259e-06 1.123e-10 4.415e-02 7.350e-02 1.360e-01 1.164e-01 5.424e-05 2.946e-03 2.562e-02 6.104e-02 1.164e-08 +72 TP 11 9.073e-09 7.824e-04 5.094e-10 1.230e-08 5.267e-10 1.065e-03 8.476e-03 2.667e-03 5.259e-04 3.133e-08 8.982e-01 1.105e-03 4.928e-10 5.569e-10 1.009e-09 1.017e-09 5.116e-10 5.428e-02 1.813e-02 8.522e-03 5.787e-03 4.173e-04 +72 TP 12 3.575e-01 1.787e-02 7.615e-02 8.023e-02 3.992e-04 1.436e-01 4.882e-10 1.041e-09 2.537e-01 7.886e-10 7.120e-11 5.105e-02 4.623e-05 5.287e-10 1.033e-09 1.907e-02 4.183e-09 9.399e-11 2.109e-10 4.234e-10 2.102e-09 4.445e-04 +72 TP 13 3.083e-04 5.184e-04 1.241e-03 2.384e-04 4.242e-01 2.308e-08 7.970e-05 9.288e-11 1.765e-07 1.027e-03 8.020e-11 6.707e-10 5.238e-01 1.093e-04 4.246e-02 4.496e-10 5.826e-03 8.026e-11 8.051e-11 1.075e-10 4.251e-05 1.153e-04 +72 TP 14 7.008e-08 1.753e-03 1.014e-02 8.571e-09 7.730e-10 4.239e-02 5.664e-02 4.492e-09 7.122e-07 5.759e-07 4.613e-04 4.136e-08 8.900e-11 6.210e-03 4.042e-04 3.987e-01 4.573e-03 1.015e-09 1.220e-02 1.677e-01 2.988e-01 1.155e-08 +72 TP 15 1.258e-02 3.950e-02 9.208e-02 2.523e-02 1.075e-01 1.209e-09 4.086e-04 2.857e-10 3.795e-03 4.369e-02 1.154e-11 6.792e-08 1.740e-03 6.504e-03 3.583e-01 4.092e-03 2.050e-01 1.113e-05 2.518e-11 7.503e-04 1.480e-03 9.729e-02 +72 TP 16 4.772e-02 4.596e-03 2.697e-02 3.796e-02 2.653e-04 3.927e-02 2.150e-02 4.650e-09 5.680e-02 6.154e-03 5.714e-05 1.269e-01 2.389e-11 4.375e-03 2.161e-04 3.922e-01 7.306e-10 1.304e-03 5.634e-03 5.577e-02 1.482e-01 2.406e-02 +72 TP 17 5.739e-02 2.806e-03 5.317e-02 1.052e-01 2.481e-02 4.226e-09 1.564e-03 3.198e-10 5.628e-04 1.138e-01 1.420e-05 7.973e-08 3.137e-07 1.864e-02 1.052e-01 2.130e-02 2.343e-01 6.266e-05 3.399e-04 3.317e-03 9.265e-03 2.483e-01 +72 TP 18 8.523e-10 1.802e-10 1.869e-10 5.813e-10 1.804e-10 1.066e-03 3.500e-02 1.321e-02 3.236e-03 4.290e-10 1.990e-02 7.319e-03 1.801e-10 2.556e-10 1.802e-10 6.847e-10 1.908e-10 7.352e-01 1.557e-01 2.313e-02 6.320e-03 4.576e-10 +72 TP 19 5.356e-10 3.063e-04 6.735e-04 6.890e-10 9.865e-11 3.387e-03 1.667e-01 3.274e-02 1.174e-02 1.826e-10 2.189e-03 2.286e-02 9.523e-11 4.158e-05 2.214e-10 5.063e-10 2.403e-04 7.462e-02 5.995e-01 6.229e-02 2.270e-02 5.687e-10 +72 TP 20 1.698e-03 1.141e-03 9.117e-03 1.133e-02 7.102e-05 2.197e-02 1.021e-01 1.045e-01 3.961e-02 1.122e-03 8.648e-04 7.896e-02 4.138e-11 3.418e-03 3.212e-10 3.602e-03 1.784e-05 4.901e-03 2.326e-02 4.426e-01 1.497e-01 3.204e-09 +72 TP 21 2.598e-02 2.584e-03 1.659e-02 2.344e-02 1.869e-04 3.154e-02 4.018e-02 1.856e-01 5.395e-02 1.916e-03 1.679e-04 6.515e-02 3.131e-11 4.840e-03 4.007e-10 1.209e-08 4.553e-10 2.347e-03 1.134e-02 1.419e-01 3.859e-01 6.376e-03 +72 TP 22 2.783e-02 7.708e-02 1.774e-01 1.511e-01 7.899e-03 4.254e-05 4.265e-04 9.401e-04 1.720e-09 7.588e-02 3.963e-11 7.126e-03 3.305e-05 2.969e-02 9.637e-08 1.126e-03 1.548e-06 7.178e-11 5.663e-10 8.089e-04 2.202e-06 4.426e-01 +73 IP 1 5.527e-02 +73 IP 2 2.879e-09 +73 IP 3 6.715e-02 +73 IP 4 3.771e-08 +73 IP 5 3.792e-02 +73 IP 6 3.280e-09 +73 IP 7 8.789e-03 +73 IP 8 2.625e-09 +73 IP 9 4.520e-01 +73 IP 10 2.626e-09 +73 IP 11 2.626e-09 +73 IP 12 2.641e-09 +73 IP 13 7.766e-03 +73 IP 14 2.625e-09 +73 IP 15 2.687e-09 +73 IP 16 3.607e-01 +73 IP 17 2.659e-09 +73 IP 18 2.625e-09 +73 IP 19 2.625e-09 +73 IP 20 2.625e-03 +73 IP 21 4.127e-09 +73 IP 22 2.626e-09 +73 IP 23 7.811e-03 +73 EP 1 2.153e-11 2.160e-11 4.682e-11 1.557e-10 9.997e-01 4.901e-05 5.211e-10 5.344e-09 2.436e-04 1.145e-10 7.521e-11 1.791e-10 2.126e-10 4.516e-11 2.774e-11 2.540e-11 3.480e-11 2.276e-11 2.161e-11 1.151e-09 2.180e-11 2.253e-11 2.159e-11 2.157e-11 2.184e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.153e-11 2.167e-11 +73 EP 2 1.659e-11 1.659e-11 1.671e-11 2.797e-11 2.364e-04 3.586e-03 1.282e-02 1.043e-01 7.783e-01 7.963e-02 1.118e-02 9.077e-03 9.243e-04 6.374e-10 5.767e-10 2.352e-10 1.512e-10 3.246e-11 3.200e-11 4.031e-11 6.950e-11 2.293e-10 2.691e-11 1.768e-11 2.248e-11 1.717e-11 1.690e-11 1.685e-11 1.666e-11 1.680e-11 1.668e-11 5.263e-11 1.704e-11 1.659e-11 1.659e-11 1.661e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.662e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 1.659e-11 2.069e-11 +73 EP 3 7.427e-12 7.428e-12 2.166e-11 9.188e-11 9.687e-01 2.843e-02 2.198e-03 4.931e-04 1.760e-04 2.780e-05 5.210e-06 3.740e-11 1.101e-11 8.339e-12 7.738e-12 8.444e-12 4.792e-11 8.879e-12 7.433e-12 7.542e-12 7.434e-12 7.429e-12 7.427e-12 7.428e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.427e-12 7.429e-12 +73 EP 4 1.540e-11 1.540e-11 2.072e-11 3.975e-11 1.016e-09 9.667e-01 3.221e-02 5.390e-05 4.490e-04 5.874e-04 1.290e-09 2.599e-10 4.775e-11 4.192e-11 2.855e-11 6.540e-11 7.757e-06 1.534e-05 1.578e-11 1.727e-11 1.557e-11 1.543e-11 1.540e-11 1.540e-11 1.541e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.541e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 1.547e-11 +73 EP 5 8.204e-12 8.208e-12 1.132e-11 2.403e-11 5.145e-05 9.433e-01 5.042e-02 5.993e-03 5.666e-07 1.743e-04 4.807e-10 3.925e-05 3.818e-06 3.317e-11 1.342e-11 2.445e-11 2.423e-11 1.361e-11 8.477e-12 3.020e-11 8.428e-12 1.165e-11 8.225e-12 8.332e-12 8.903e-12 8.205e-12 8.205e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.219e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.204e-12 8.467e-12 +73 EP 6 1.329e-11 1.329e-11 1.347e-11 2.404e-11 1.880e-03 9.223e-03 1.169e-01 8.437e-01 2.665e-02 4.453e-09 9.944e-04 6.197e-10 5.253e-04 1.064e-09 9.025e-05 1.562e-10 6.245e-11 1.846e-11 1.594e-11 6.488e-11 4.500e-06 1.723e-11 1.388e-11 1.336e-11 1.361e-11 1.332e-11 1.338e-11 1.339e-11 1.330e-11 1.331e-11 1.330e-11 1.408e-11 1.330e-11 1.330e-11 1.329e-11 1.330e-11 1.329e-11 1.329e-11 1.330e-11 1.329e-11 1.329e-11 1.329e-11 1.330e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.329e-11 1.410e-11 +73 EP 7 1.576e-11 1.577e-11 1.721e-11 2.874e-11 3.870e-03 1.417e-09 9.582e-01 3.622e-02 4.208e-07 1.592e-03 6.154e-10 2.694e-10 2.625e-10 5.938e-05 6.714e-11 1.379e-10 4.239e-07 2.036e-11 2.049e-11 1.224e-05 1.767e-11 4.159e-11 1.618e-11 1.641e-11 2.072e-11 1.580e-11 1.579e-11 1.577e-11 1.576e-11 1.577e-11 1.577e-11 1.594e-11 1.577e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.576e-11 1.796e-11 +73 EP 8 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.128e-10 1.202e-10 1.368e-10 1.525e-10 1.637e-10 1.900e-10 2.585e-10 8.903e-10 2.204e-10 1.840e-10 4.654e-10 3.012e-10 2.302e-10 3.521e-10 3.017e-03 7.955e-02 1.655e-01 2.026e-01 1.678e-01 1.562e-01 1.130e-01 6.186e-02 2.861e-02 1.398e-02 3.483e-03 2.576e-03 4.065e-10 1.867e-10 2.594e-10 2.502e-10 1.219e-10 1.811e-10 1.194e-10 1.174e-10 1.445e-10 3.045e-09 1.217e-10 1.170e-10 2.159e-10 1.148e-10 1.231e-10 1.125e-10 1.337e-10 1.130e-10 1.132e-10 1.124e-10 1.135e-10 1.124e-10 1.147e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.133e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.124e-10 1.869e-03 +73 EP 9 1.079e-11 1.101e-11 9.482e-11 9.690e-01 2.916e-02 1.532e-03 2.448e-04 7.434e-11 2.361e-05 2.521e-11 5.252e-11 1.368e-11 1.163e-11 1.105e-11 1.087e-11 1.091e-11 1.199e-11 1.091e-11 1.079e-11 1.103e-11 1.079e-11 1.081e-11 1.079e-11 1.079e-11 1.080e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 1.079e-11 +73 EP 10 3.177e-11 3.177e-11 3.180e-11 3.319e-11 5.032e-11 2.406e-10 4.255e-04 3.183e-04 2.315e-03 1.877e-09 6.232e-01 3.705e-01 9.083e-10 2.728e-10 2.742e-03 2.800e-10 2.155e-09 3.775e-10 2.319e-09 4.651e-05 9.969e-10 1.999e-04 9.727e-05 6.348e-11 3.009e-10 4.941e-05 4.479e-11 2.513e-05 4.218e-11 3.516e-05 3.264e-11 4.597e-11 3.260e-11 3.208e-11 3.179e-11 3.254e-11 3.178e-11 3.177e-11 3.353e-11 3.319e-11 3.177e-11 3.178e-11 3.343e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 8.873e-05 +73 EP 11 5.048e-11 5.048e-11 5.069e-11 5.556e-11 4.319e-10 9.305e-04 2.388e-03 1.662e-09 2.767e-09 4.574e-01 3.824e-01 1.510e-01 5.717e-03 1.351e-09 1.349e-09 3.689e-10 1.153e-09 3.819e-10 7.017e-10 3.120e-10 7.859e-10 5.003e-05 2.820e-05 6.392e-11 1.009e-04 7.066e-11 5.327e-11 5.744e-11 5.168e-11 5.696e-11 5.172e-11 5.357e-11 6.053e-11 5.048e-11 5.051e-11 5.061e-11 5.053e-11 5.048e-11 5.056e-11 5.061e-11 5.048e-11 5.048e-11 5.050e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 5.048e-11 2.201e-10 +73 EP 12 4.320e-11 4.320e-11 4.331e-11 5.656e-11 5.070e-10 5.953e-10 2.127e-09 6.016e-01 3.968e-01 6.009e-08 1.659e-09 1.150e-04 5.471e-04 5.549e-10 6.937e-04 1.302e-04 1.322e-10 4.092e-10 1.012e-10 1.541e-04 7.388e-11 6.009e-11 4.899e-11 4.351e-11 4.840e-11 4.470e-11 4.458e-11 5.328e-11 4.322e-11 4.707e-11 4.347e-11 4.339e-11 4.320e-11 4.320e-11 4.320e-11 4.329e-11 4.320e-11 4.320e-11 4.375e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 4.320e-11 1.225e-10 +73 EP 13 5.273e-11 5.274e-11 5.389e-11 1.148e-10 1.625e-09 1.582e-09 4.093e-09 9.722e-01 2.699e-02 7.861e-04 4.845e-09 9.374e-10 8.995e-09 4.934e-10 3.861e-10 2.757e-10 5.602e-09 7.635e-11 1.417e-10 1.276e-10 9.795e-11 2.986e-05 8.656e-11 6.001e-11 1.130e-10 5.392e-11 5.336e-11 5.334e-11 5.296e-11 5.312e-11 5.277e-11 5.569e-11 5.288e-11 5.273e-11 5.273e-11 5.277e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.276e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 5.273e-11 7.556e-11 +73 EP 14 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.338e-10 2.348e-10 2.380e-10 2.391e-10 2.624e-10 2.712e-10 2.502e-10 3.781e-10 2.532e-10 2.563e-10 3.405e-10 2.902e-10 3.983e-10 6.744e-10 7.292e-10 1.133e-09 3.485e-10 4.573e-10 6.993e-10 8.313e-04 2.336e-02 8.124e-02 1.309e-01 1.248e-01 1.341e-01 9.836e-02 8.478e-02 6.741e-02 5.689e-02 4.896e-02 3.466e-02 3.060e-02 2.044e-02 1.822e-02 1.456e-02 8.974e-03 9.626e-03 3.307e-03 3.713e-03 1.466e-03 9.316e-04 2.428e-10 1.198e-03 2.724e-10 2.336e-04 2.336e-10 2.423e-04 2.370e-10 3.230e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-04 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 2.336e-10 4.503e-06 +73 EP 15 8.297e-11 8.297e-11 8.297e-11 8.564e-11 1.013e-09 3.326e-03 3.378e-08 6.137e-02 8.915e-01 3.583e-02 1.285e-09 6.357e-03 2.216e-08 1.151e-03 3.987e-04 3.053e-10 2.727e-10 8.520e-07 1.329e-10 5.307e-10 2.137e-10 3.187e-10 5.515e-05 8.422e-11 9.482e-09 9.094e-11 1.038e-10 8.616e-11 8.396e-11 8.803e-11 8.355e-11 1.280e-10 8.300e-11 8.297e-11 8.297e-11 8.298e-11 8.297e-11 8.297e-11 8.322e-11 8.297e-11 8.297e-11 8.297e-11 8.298e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 8.297e-11 3.134e-05 +73 EP 16 9.081e-11 3.269e-03 9.621e-01 3.460e-02 5.013e-10 6.898e-10 4.380e-10 1.247e-10 1.341e-10 9.589e-11 1.049e-10 9.303e-11 9.102e-11 9.085e-11 9.082e-11 9.082e-11 9.088e-11 9.082e-11 9.081e-11 9.083e-11 9.258e-11 9.081e-11 9.089e-11 9.081e-11 9.081e-11 9.082e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.081e-11 9.082e-11 +73 EP 17 2.185e-11 2.185e-11 2.190e-11 2.447e-11 2.353e-04 1.096e-03 6.005e-03 9.520e-03 6.343e-02 7.570e-01 1.602e-01 1.318e-09 2.525e-03 3.968e-10 1.054e-09 1.726e-10 5.839e-10 1.010e-10 1.262e-10 9.223e-11 2.075e-10 3.095e-06 9.615e-11 2.543e-11 8.381e-11 3.800e-11 2.671e-11 2.506e-11 2.399e-11 3.095e-11 2.236e-11 1.693e-05 2.187e-11 2.188e-11 2.185e-11 2.200e-11 2.185e-11 2.185e-11 2.264e-11 2.198e-11 2.185e-11 2.185e-11 2.186e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 2.185e-11 6.743e-11 +73 EP 18 6.575e-11 6.575e-11 6.576e-11 6.591e-11 6.736e-11 1.205e-10 5.673e-05 3.239e-10 2.390e-04 1.881e-04 3.475e-10 1.737e-10 2.055e-10 1.705e-10 2.651e-10 4.831e-02 2.325e-01 2.724e-01 2.351e-01 1.431e-01 5.166e-02 1.146e-02 1.728e-03 3.169e-10 1.508e-10 1.884e-10 1.506e-10 1.983e-10 6.468e-04 1.370e-09 1.882e-10 8.493e-11 7.532e-10 2.745e-05 6.663e-11 2.192e-10 6.641e-11 6.621e-11 1.037e-10 1.054e-10 6.646e-11 6.589e-11 3.170e-05 6.585e-11 6.584e-11 6.575e-11 6.611e-11 6.577e-11 6.576e-11 6.575e-11 6.576e-11 6.575e-11 6.580e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.576e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 6.575e-11 2.555e-03 +73 EP 19 1.505e-10 1.505e-10 1.506e-10 1.631e-10 2.123e-10 5.367e-10 6.003e-08 3.278e-09 3.768e-01 3.718e-01 1.799e-01 6.546e-02 7.706e-05 1.896e-09 5.556e-09 2.218e-09 3.114e-03 1.281e-03 1.933e-09 1.084e-03 1.331e-09 5.058e-10 4.584e-09 1.983e-10 2.304e-10 1.840e-10 1.271e-04 7.325e-05 1.568e-10 1.306e-04 3.713e-10 1.507e-10 1.513e-10 1.508e-10 1.508e-10 2.069e-10 1.505e-10 1.505e-10 1.008e-04 1.505e-10 1.505e-10 1.505e-10 1.524e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.505e-10 1.276e-04 +73 EP 20 3.904e-11 3.904e-11 3.905e-11 3.975e-11 4.330e-11 4.859e-05 1.449e-10 4.585e-05 1.014e-03 2.417e-03 2.633e-10 1.397e-10 3.762e-10 2.629e-01 3.662e-01 2.676e-01 8.792e-02 1.105e-02 2.339e-10 1.498e-10 2.017e-10 3.025e-09 3.073e-04 2.147e-10 9.861e-11 7.564e-11 9.118e-11 1.196e-10 8.703e-05 5.436e-05 4.377e-11 2.477e-05 3.586e-06 4.659e-11 3.920e-11 5.881e-11 3.910e-11 3.911e-11 4.541e-11 4.138e-11 3.908e-11 3.906e-11 6.926e-11 3.904e-11 3.905e-11 3.904e-11 3.906e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.905e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.904e-11 3.193e-04 +73 EP 21 2.723e-11 2.723e-11 2.725e-11 2.847e-11 4.049e-11 1.939e-04 1.531e-03 2.738e-03 4.155e-03 9.637e-03 2.375e-10 2.710e-01 5.016e-01 1.909e-01 1.675e-02 1.692e-10 2.830e-10 1.249e-03 5.437e-05 3.056e-09 2.077e-10 3.426e-05 1.444e-10 6.426e-11 9.544e-11 8.300e-11 3.866e-11 6.216e-11 4.386e-11 4.026e-11 2.831e-11 4.731e-11 3.156e-11 2.787e-11 2.738e-11 3.055e-11 2.724e-11 2.723e-11 2.933e-11 2.821e-11 2.723e-11 2.728e-11 4.191e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 2.723e-11 1.446e-04 +73 EP 22 7.157e-10 1.129e-09 7.273e-10 7.177e-10 7.160e-10 7.170e-10 7.198e-10 7.463e-04 7.201e-10 7.237e-10 9.015e-10 7.342e-10 7.517e-10 1.517e-03 1.453e-03 1.594e-03 8.525e-04 2.055e-03 8.397e-10 9.097e-04 2.863e-03 6.897e-04 3.796e-03 1.311e-09 1.929e-03 9.154e-04 4.451e-03 1.682e-03 2.141e-03 2.623e-03 1.508e-03 7.288e-04 9.870e-04 6.520e-09 1.177e-03 1.625e-09 2.497e-03 8.162e-10 1.438e-03 3.281e-03 5.579e-03 7.046e-03 9.751e-03 4.096e-03 3.587e-03 4.294e-03 1.341e-03 1.431e-03 7.159e-10 7.157e-10 1.405e-03 1.431e-03 7.157e-04 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.159e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-04 7.157e-10 2.147e-03 7.157e-04 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 7.157e-10 9.139e-01 +73 EP 23 1.257e-11 1.257e-11 1.306e-11 2.280e-11 3.672e-10 6.453e-02 9.006e-01 3.275e-02 1.536e-03 2.671e-09 1.149e-04 4.070e-04 1.287e-10 6.509e-11 5.489e-11 2.936e-05 5.133e-11 1.795e-11 1.385e-11 1.871e-11 1.658e-11 1.323e-11 1.261e-11 1.264e-11 1.263e-11 1.258e-11 1.259e-11 1.262e-11 1.257e-11 1.259e-11 1.257e-11 1.258e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.258e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.257e-11 1.409e-11 +73 TP 1 2.586e-01 3.093e-02 4.777e-08 1.225e-04 4.265e-01 4.609e-02 1.360e-01 3.420e-05 1.381e-02 1.446e-03 7.262e-03 2.109e-03 2.429e-02 1.733e-05 1.236e-09 2.109e-09 7.897e-03 2.532e-04 4.335e-10 7.162e-04 2.454e-03 6.001e-05 4.143e-02 +73 TP 2 1.762e-04 2.860e-01 1.729e-02 4.162e-02 1.346e-02 1.423e-01 1.105e-02 1.253e-03 6.676e-04 3.680e-02 9.480e-02 3.524e-02 7.354e-09 3.715e-04 3.373e-02 1.970e-11 1.254e-01 6.234e-03 1.522e-04 2.016e-02 4.629e-02 2.102e-05 8.696e-02 +73 TP 3 1.178e-01 3.123e-10 4.948e-01 2.916e-02 1.389e-01 3.350e-04 9.915e-03 3.298e-11 1.996e-01 4.996e-11 7.975e-11 7.039e-06 3.867e-05 8.158e-11 5.330e-06 3.181e-03 8.973e-11 5.061e-11 1.106e-10 5.004e-11 8.150e-11 1.366e-11 6.337e-03 +73 TP 4 1.348e-03 2.466e-10 3.399e-01 2.807e-01 2.823e-01 9.876e-10 5.153e-02 3.401e-11 4.374e-02 8.832e-11 8.890e-11 8.437e-10 1.253e-09 3.412e-11 2.549e-10 3.835e-04 1.110e-10 4.283e-11 1.098e-10 6.154e-11 9.281e-11 1.629e-11 4.641e-05 +73 TP 5 4.686e-02 4.801e-02 1.133e-01 4.706e-02 3.544e-01 6.545e-02 1.562e-01 4.972e-05 2.254e-02 3.231e-03 9.338e-03 3.075e-03 2.965e-02 1.649e-05 1.769e-08 1.274e-04 1.181e-02 5.563e-04 3.977e-10 1.642e-03 3.794e-03 1.231e-11 8.287e-02 +73 TP 6 3.465e-10 1.462e-01 3.638e-02 9.028e-02 1.484e-02 3.950e-01 2.538e-02 4.845e-05 1.808e-03 1.768e-08 6.028e-03 3.753e-09 7.219e-02 1.229e-10 4.100e-09 1.648e-05 1.495e-02 4.574e-10 1.742e-09 4.552e-04 1.075e-08 2.363e-11 1.964e-01 +73 TP 7 1.069e-02 1.492e-01 3.365e-02 8.313e-09 1.044e-01 1.901e-01 2.332e-01 2.929e-04 5.674e-03 1.546e-02 3.246e-02 2.984e-07 8.205e-02 4.495e-05 1.825e-09 5.611e-11 4.407e-02 2.096e-03 4.860e-09 6.671e-03 1.734e-02 3.422e-05 7.254e-02 +73 TP 8 1.129e-10 3.833e-10 1.298e-10 1.806e-10 2.162e-04 6.389e-10 3.072e-10 6.374e-01 1.134e-10 1.602e-02 2.100e-10 6.244e-03 1.293e-10 6.257e-02 8.678e-10 1.277e-10 7.660e-03 1.604e-01 1.679e-02 5.607e-02 3.214e-02 2.653e-03 1.835e-03 +73 TP 9 1.261e-01 1.687e-03 1.628e-01 5.690e-10 6.457e-02 2.427e-03 1.031e-02 1.105e-11 5.764e-01 1.135e-04 4.356e-04 5.853e-10 1.325e-03 1.099e-11 5.593e-09 5.089e-02 4.429e-04 1.115e-05 3.220e-05 1.340e-10 1.862e-04 1.305e-11 2.216e-03 +73 TP 10 8.437e-11 1.127e-02 4.595e-03 1.688e-02 1.229e-03 2.031e-02 1.313e-03 2.710e-03 8.222e-11 3.848e-01 1.477e-02 7.440e-02 2.358e-03 4.121e-04 7.099e-03 3.219e-11 1.967e-01 9.398e-03 7.894e-02 2.642e-02 1.025e-01 7.526e-05 4.378e-02 +73 TP 11 4.517e-10 4.040e-02 6.102e-09 4.206e-03 4.916e-03 8.912e-03 1.481e-02 1.038e-02 1.995e-10 3.304e-01 4.148e-02 4.661e-02 1.663e-02 1.055e-03 7.426e-07 5.169e-11 7.025e-09 3.803e-02 5.929e-06 1.216e-01 2.854e-01 8.378e-05 3.503e-02 +73 TP 12 2.113e-10 6.883e-03 4.694e-02 1.629e-01 7.818e-10 3.981e-01 1.673e-09 1.687e-10 3.310e-03 2.113e-08 2.145e-09 1.294e-02 1.179e-08 6.212e-11 1.313e-02 3.963e-05 1.448e-09 6.453e-05 1.180e-03 2.071e-04 5.447e-10 4.795e-11 3.543e-01 +73 TP 13 5.394e-03 3.307e-01 1.882e-02 6.576e-09 5.538e-02 1.717e-08 5.579e-02 1.659e-03 3.183e-03 6.282e-02 1.193e-01 5.411e-09 7.125e-02 3.266e-04 1.666e-08 2.128e-09 1.571e-01 9.506e-03 7.645e-09 3.165e-02 7.713e-02 3.994e-05 8.918e-06 +73 TP 14 2.336e-10 4.323e-10 2.342e-10 2.444e-10 2.449e-10 1.182e-09 3.627e-10 1.467e-01 2.336e-10 4.129e-03 3.632e-10 2.150e-04 2.687e-10 7.849e-01 1.534e-09 2.336e-10 2.680e-03 2.666e-02 5.187e-03 1.772e-02 7.941e-03 3.349e-03 5.231e-04 +73 TP 15 4.149e-10 3.902e-01 4.382e-05 1.909e-04 1.806e-09 3.537e-02 1.699e-09 4.882e-04 2.731e-10 1.975e-09 1.937e-02 2.387e-01 1.816e-09 3.534e-10 2.327e-01 8.974e-11 8.288e-02 1.088e-09 1.801e-09 2.370e-07 2.185e-09 9.127e-11 6.369e-08 +73 TP 16 2.825e-02 2.522e-10 1.771e-02 7.269e-10 1.020e-02 6.759e-10 1.525e-03 9.109e-11 4.233e-01 9.342e-05 2.128e-10 3.572e-04 1.023e-04 9.109e-11 1.838e-10 5.182e-01 1.013e-04 9.358e-11 6.448e-10 9.333e-11 2.041e-10 1.848e-04 7.244e-10 +73 TP 17 8.875e-10 4.500e-02 1.116e-02 4.178e-02 6.708e-04 2.778e-02 8.523e-03 3.674e-04 5.049e-04 3.604e-09 1.373e-01 1.468e-01 6.825e-04 2.098e-04 9.383e-02 2.325e-11 4.034e-01 1.166e-09 3.160e-03 3.918e-10 2.006e-09 7.266e-11 7.886e-02 +73 TP 18 1.003e-10 8.112e-10 8.468e-05 1.272e-03 2.346e-10 1.914e-09 2.238e-10 8.926e-02 6.795e-11 3.500e-02 3.458e-10 1.867e-02 6.950e-10 9.356e-03 5.119e-06 6.717e-11 1.881e-02 5.513e-01 2.755e-02 1.727e-01 6.829e-02 8.871e-04 6.822e-03 +73 TP 19 5.334e-10 8.289e-09 6.149e-03 3.074e-02 1.890e-09 8.156e-03 2.158e-09 6.611e-10 1.061e-03 2.643e-09 2.248e-09 5.081e-01 2.035e-09 2.059e-04 3.251e-01 1.558e-10 9.150e-09 1.499e-03 6.678e-09 1.827e-09 3.538e-09 2.715e-10 1.190e-01 +73 TP 20 8.420e-11 3.313e-03 5.782e-04 4.769e-03 2.489e-10 2.832e-03 1.667e-10 1.931e-02 1.181e-10 6.809e-02 2.613e-10 3.797e-02 1.137e-03 3.033e-03 5.029e-03 3.954e-11 3.656e-02 9.444e-02 4.275e-02 4.846e-01 1.814e-01 6.396e-04 1.363e-02 +73 TP 21 4.926e-11 1.934e-02 2.037e-03 1.001e-02 1.953e-10 1.344e-02 1.051e-09 7.632e-03 9.623e-05 1.502e-01 4.724e-10 5.483e-02 1.175e-03 1.128e-03 2.842e-03 2.819e-11 6.823e-02 2.773e-02 6.187e-02 1.156e-01 4.326e-01 1.115e-04 3.116e-02 +73 TP 22 7.160e-10 1.109e-09 7.193e-10 7.451e-10 7.404e-10 1.078e-08 8.560e-10 1.072e-02 7.161e-10 5.228e-04 1.194e-09 1.869e-03 9.372e-10 1.698e-02 1.149e-09 7.159e-04 1.460e-09 1.130e-02 6.964e-03 3.089e-03 8.387e-03 9.395e-01 1.208e-09 +73 TP 23 2.063e-10 6.747e-08 1.102e-01 2.606e-01 7.593e-02 2.688e-02 1.671e-01 5.660e-11 8.980e-03 3.073e-10 6.019e-10 8.621e-03 2.010e-02 5.377e-11 1.643e-09 5.251e-05 9.081e-09 6.715e-11 8.618e-05 9.971e-11 1.395e-10 1.658e-11 3.215e-01 +74 IP 1 4.598e-09 +74 IP 2 6.550e-02 +74 IP 3 2.626e-09 +74 IP 4 6.162e-09 +74 IP 5 4.342e-01 +74 IP 6 2.787e-09 +74 IP 7 2.690e-09 +74 IP 8 2.623e-09 +74 IP 9 1.243e-02 +74 IP 10 9.877e-09 +74 IP 11 5.966e-02 +74 IP 12 2.638e-09 +74 IP 13 2.618e-03 +74 IP 14 5.245e-03 +74 IP 15 5.580e-09 +74 IP 16 2.618e-09 +74 IP 17 6.723e-09 +74 IP 18 2.631e-09 +74 IP 19 2.639e-09 +74 IP 20 2.624e-09 +74 IP 21 6.464e-02 +74 IP 22 1.413e-02 +74 IP 23 3.415e-01 +74 IP 24 2.618e-09 +74 IP 25 2.656e-09 +74 EP 1 9.650e-11 9.650e-11 1.037e-10 1.750e-10 2.108e-09 3.462e-08 2.163e-07 6.708e-01 2.968e-01 2.837e-02 3.699e-03 4.234e-09 1.449e-06 4.157e-10 6.588e-07 2.143e-09 2.397e-10 7.633e-10 3.040e-06 1.422e-10 6.637e-10 1.254e-10 3.816e-10 1.154e-10 1.699e-04 1.044e-10 9.911e-11 9.845e-11 1.006e-10 9.943e-11 9.547e-05 9.669e-11 9.702e-11 9.695e-11 9.651e-11 9.676e-11 9.682e-11 9.650e-11 9.651e-11 9.735e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.651e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 9.650e-11 1.349e-10 +74 EP 2 8.094e-12 8.147e-12 2.743e-11 8.587e-11 9.649e-01 3.392e-02 4.847e-04 4.760e-04 1.823e-04 3.707e-11 1.260e-10 1.493e-11 2.467e-11 8.886e-12 1.004e-11 2.156e-11 8.359e-12 8.159e-12 8.119e-12 8.426e-12 8.814e-12 8.099e-12 8.096e-12 8.179e-12 8.095e-12 8.095e-12 8.095e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.094e-12 8.095e-12 +74 EP 3 7.602e-11 7.602e-11 7.603e-11 2.934e-10 7.832e-11 8.764e-05 2.503e-10 2.408e-10 7.374e-05 3.357e-04 7.177e-04 1.129e-03 1.678e-03 2.301e-10 5.172e-10 2.021e-10 5.807e-10 1.075e-01 2.438e-01 2.549e-01 1.996e-01 1.191e-01 4.475e-02 1.882e-02 2.869e-03 2.194e-10 2.269e-10 2.458e-10 3.003e-10 2.940e-10 1.297e-10 1.004e-04 1.301e-10 2.785e-10 9.607e-11 6.587e-05 8.193e-11 1.649e-10 5.516e-05 8.249e-11 7.758e-11 9.135e-11 7.659e-11 7.621e-11 1.913e-10 9.010e-11 7.760e-11 8.042e-11 7.664e-11 7.602e-11 7.605e-11 7.603e-11 7.602e-11 7.602e-11 7.602e-11 7.603e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.620e-11 7.602e-11 8.565e-11 7.605e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 7.602e-11 4.500e-03 +74 EP 4 4.081e-11 4.081e-11 4.162e-11 4.623e-11 2.268e-04 1.881e-03 7.153e-08 9.807e-01 1.374e-02 1.976e-09 4.547e-06 1.531e-09 1.547e-03 1.044e-03 7.899e-04 1.905e-10 7.734e-10 1.204e-10 4.516e-10 1.838e-05 1.056e-09 1.197e-10 6.377e-11 1.392e-10 5.749e-11 3.108e-05 4.483e-11 4.101e-11 4.089e-11 4.205e-11 4.084e-11 4.082e-11 4.119e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 1.381e-10 +74 EP 5 1.172e-11 1.263e-11 1.242e-10 9.785e-01 1.993e-02 1.210e-03 3.283e-04 1.149e-10 3.511e-11 2.850e-05 5.000e-11 1.385e-11 1.295e-11 1.199e-11 1.189e-11 1.232e-11 1.179e-11 1.174e-11 1.173e-11 1.415e-11 1.174e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.172e-11 1.173e-11 +74 EP 6 2.114e-11 2.114e-11 2.210e-11 2.442e-11 8.003e-10 2.842e-03 4.231e-09 9.264e-02 8.990e-01 1.324e-03 1.107e-09 2.468e-03 1.402e-03 1.684e-09 2.348e-04 1.198e-04 3.279e-10 1.489e-10 6.749e-11 4.975e-11 1.066e-10 4.097e-10 2.326e-11 2.521e-11 2.716e-11 1.102e-10 2.202e-11 2.119e-11 2.121e-11 2.435e-11 2.549e-11 2.120e-11 2.116e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 2.114e-11 5.366e-11 +74 EP 7 2.335e-11 2.335e-11 2.368e-11 2.653e-11 5.803e-11 3.983e-04 1.715e-09 1.745e-03 4.216e-02 8.122e-01 1.384e-01 7.460e-09 2.169e-03 2.703e-03 1.024e-09 2.095e-04 2.735e-10 6.947e-10 3.206e-05 1.079e-10 8.880e-11 4.946e-11 3.256e-11 4.987e-11 3.565e-11 3.044e-11 2.493e-11 2.391e-11 2.494e-11 4.952e-11 3.181e-11 2.788e-11 2.347e-11 2.336e-11 2.336e-11 2.338e-11 2.336e-11 2.335e-11 2.335e-11 2.336e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 2.335e-11 8.290e-11 +74 EP 8 4.231e-11 4.231e-11 4.234e-11 4.748e-11 5.699e-11 4.766e-10 2.094e-04 6.212e-04 6.332e-04 4.145e-03 2.477e-10 4.124e-10 4.337e-02 4.186e-01 4.193e-01 1.108e-01 2.504e-09 2.454e-10 7.163e-10 1.672e-03 1.586e-09 1.597e-10 2.991e-04 6.137e-09 3.322e-04 2.471e-10 8.645e-11 8.703e-11 8.592e-11 2.960e-05 1.844e-10 5.395e-11 1.005e-10 6.789e-11 4.265e-11 7.411e-11 5.750e-11 4.286e-11 4.301e-11 9.270e-11 4.232e-11 4.560e-11 4.233e-11 4.231e-11 4.362e-11 4.277e-11 4.308e-11 4.393e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.235e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 4.231e-11 1.776e-05 +74 EP 9 3.297e-11 3.297e-11 6.321e-11 5.789e-11 8.050e-10 1.021e-04 8.779e-01 1.181e-01 5.631e-09 3.894e-03 4.616e-05 6.222e-10 1.407e-09 1.025e-10 1.714e-10 1.190e-10 1.653e-10 1.476e-10 6.669e-11 3.692e-11 3.992e-11 3.462e-11 4.673e-11 3.492e-11 4.027e-11 3.416e-11 3.324e-11 3.305e-11 3.312e-11 3.358e-11 4.736e-11 3.306e-11 3.299e-11 3.299e-11 3.297e-11 3.298e-11 3.299e-11 3.297e-11 3.297e-11 3.298e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.297e-11 3.983e-11 +74 EP 10 1.222e-11 1.222e-11 1.483e-11 1.988e-11 1.061e-03 8.436e-03 1.034e-01 8.500e-01 3.224e-02 4.922e-03 2.020e-06 3.490e-10 2.535e-09 3.109e-09 1.586e-10 4.889e-11 4.721e-11 1.960e-10 2.589e-11 1.413e-11 1.717e-11 1.548e-11 1.311e-11 1.325e-11 1.388e-11 1.692e-11 1.226e-11 1.222e-11 1.224e-11 1.242e-11 1.322e-11 1.224e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.222e-11 1.596e-11 +74 EP 11 2.610e-11 2.616e-11 1.396e-10 2.225e-10 9.974e-01 2.195e-03 2.551e-04 1.140e-09 8.400e-10 8.046e-10 6.678e-05 2.118e-05 4.423e-11 2.937e-11 2.732e-11 2.683e-11 3.024e-11 2.709e-11 2.622e-11 2.493e-05 2.614e-11 2.611e-11 2.611e-11 2.612e-11 2.612e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.612e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.610e-11 2.738e-11 +74 EP 12 2.913e-11 2.913e-11 2.920e-11 3.035e-11 4.428e-11 1.474e-04 8.345e-05 4.032e-04 2.817e-03 7.068e-03 4.321e-10 3.992e-01 4.835e-01 1.043e-01 5.279e-10 7.119e-10 1.799e-03 4.284e-10 2.034e-04 1.596e-09 2.857e-10 1.059e-10 8.614e-11 9.330e-11 1.709e-10 5.347e-11 9.106e-05 7.135e-11 8.294e-11 4.401e-11 4.794e-11 2.950e-11 3.933e-11 2.943e-11 2.916e-11 2.920e-11 2.942e-11 2.915e-11 2.916e-11 3.552e-11 2.913e-11 3.089e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 3.200e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 2.913e-11 4.327e-04 +74 EP 13 2.331e-10 2.331e-10 2.331e-10 2.342e-10 8.168e-10 2.368e-10 2.362e-10 3.369e-10 2.426e-10 2.698e-10 2.562e-10 2.496e-10 2.808e-10 2.631e-10 3.108e-10 2.914e-10 7.878e-04 3.741e-10 4.212e-04 8.878e-04 3.208e-04 1.221e-09 3.359e-09 1.484e-09 5.582e-10 3.945e-04 7.904e-03 4.367e-02 8.690e-02 1.062e-01 9.938e-02 9.216e-02 7.808e-02 7.136e-02 5.432e-02 4.176e-02 3.917e-02 2.215e-02 1.941e-02 1.423e-02 6.527e-03 6.294e-03 6.061e-03 1.865e-03 3.031e-03 1.399e-03 9.325e-04 6.994e-04 6.994e-04 2.331e-10 4.662e-04 2.331e-04 2.331e-10 2.331e-10 2.331e-10 2.331e-04 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-04 2.331e-10 4.662e-04 6.994e-04 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 2.331e-10 1.907e-01 +74 EP 14 4.910e-11 4.910e-11 5.074e-11 1.568e-10 3.360e-10 3.776e-03 6.755e-08 6.243e-09 4.294e-01 2.794e-01 2.079e-01 7.932e-02 3.499e-09 1.058e-09 1.582e-09 8.900e-10 4.799e-10 3.995e-10 1.964e-10 1.247e-10 6.694e-05 1.571e-10 7.313e-11 8.396e-10 1.062e-05 8.385e-11 5.409e-11 4.967e-11 5.262e-11 2.886e-05 5.457e-11 5.386e-11 5.037e-11 4.927e-11 4.919e-11 4.918e-11 4.922e-11 4.910e-11 4.910e-11 4.925e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 4.910e-11 1.488e-10 +74 EP 15 4.040e-11 4.040e-11 5.083e-11 5.901e-11 6.401e-10 1.557e-09 9.980e-01 8.176e-09 1.799e-08 1.607e-03 1.526e-09 5.286e-10 3.284e-04 1.203e-09 1.174e-10 1.702e-10 1.910e-10 7.366e-11 5.979e-11 6.398e-11 1.776e-10 4.605e-11 5.417e-11 1.437e-05 4.087e-11 4.324e-11 4.185e-11 4.047e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.042e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.251e-11 +74 EP 16 4.743e-11 4.743e-11 4.750e-11 5.107e-11 1.639e-10 6.896e-05 1.591e-09 7.828e-10 3.364e-09 4.092e-01 4.365e-01 1.321e-01 1.720e-09 1.060e-02 6.592e-03 2.782e-03 1.208e-03 1.352e-09 6.963e-04 5.000e-10 1.436e-04 2.525e-10 6.726e-05 1.093e-10 1.424e-10 7.141e-06 1.091e-10 5.638e-11 4.983e-11 5.055e-11 5.196e-11 4.786e-11 4.935e-11 4.748e-11 4.747e-11 4.755e-11 4.768e-11 4.743e-11 4.749e-11 4.744e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.896e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 4.743e-11 1.280e-10 +74 EP 17 1.640e-11 1.640e-11 2.354e-06 3.345e-11 7.082e-10 1.000e+00 1.247e-08 1.311e-09 5.693e-10 2.557e-10 3.141e-08 4.420e-11 7.337e-08 2.515e-11 3.721e-11 2.899e-05 2.042e-11 1.775e-11 1.772e-11 1.676e-11 2.932e-11 1.665e-11 1.675e-11 2.504e-11 1.641e-11 1.641e-11 1.641e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.640e-11 1.641e-11 +74 EP 18 3.368e-11 3.368e-11 3.379e-11 3.737e-11 4.720e-11 7.950e-05 3.905e-04 4.118e-09 3.258e-03 9.699e-06 6.803e-01 3.096e-01 5.974e-10 1.569e-09 4.031e-03 2.042e-03 1.203e-04 1.334e-04 2.242e-10 1.241e-09 2.986e-10 1.319e-10 7.542e-11 2.496e-10 9.106e-11 4.583e-11 5.359e-11 9.464e-11 6.237e-11 8.324e-11 3.664e-11 4.248e-11 3.562e-11 3.438e-11 3.373e-11 3.436e-11 3.443e-11 3.372e-11 3.370e-11 3.504e-11 3.368e-11 3.382e-11 3.368e-11 3.368e-11 3.371e-11 3.373e-11 3.374e-11 3.404e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 3.368e-11 1.663e-10 +74 EP 19 1.180e-10 1.180e-10 1.180e-10 7.629e-05 1.655e-10 2.733e-10 1.200e-03 2.527e-07 1.068e-03 6.695e-03 5.615e-10 1.880e-01 4.060e-01 2.566e-01 1.173e-01 2.259e-02 5.215e-06 8.688e-10 1.631e-09 3.234e-09 1.147e-09 3.966e-10 3.957e-10 3.529e-10 8.274e-10 2.800e-05 1.883e-10 1.222e-10 5.533e-05 1.333e-09 1.349e-10 2.452e-05 5.636e-05 1.076e-04 1.184e-10 2.220e-10 1.157e-04 1.184e-10 1.180e-10 1.146e-04 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.222e-10 1.201e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 3.890e-10 +74 EP 20 3.850e-11 3.850e-11 3.905e-11 4.457e-11 3.146e-04 2.650e-03 1.662e-09 3.249e-08 7.541e-01 2.200e-01 1.797e-02 3.018e-03 2.872e-09 8.836e-06 7.269e-05 1.809e-09 1.661e-03 4.266e-10 8.769e-05 9.267e-05 2.534e-10 1.170e-10 6.319e-11 1.147e-10 5.746e-11 9.761e-11 5.035e-11 3.924e-11 3.913e-11 3.941e-11 3.893e-11 3.853e-11 3.961e-11 3.850e-11 3.850e-11 3.854e-11 3.858e-11 3.850e-11 3.853e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.885e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 3.850e-11 1.022e-10 +74 EP 21 8.705e-12 8.712e-12 1.906e-10 2.424e-11 5.842e-02 9.167e-01 2.243e-02 1.450e-03 1.030e-03 1.889e-10 1.302e-10 2.575e-11 7.872e-11 1.373e-11 1.082e-11 1.300e-11 1.130e-11 1.233e-11 9.414e-12 1.132e-11 8.982e-12 8.720e-12 8.775e-12 8.924e-12 8.770e-12 8.715e-12 8.706e-12 8.706e-12 8.706e-12 8.706e-12 8.788e-12 8.705e-12 8.705e-12 8.706e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.705e-12 8.979e-12 +74 EP 22 1.021e-11 1.021e-11 2.396e-11 1.696e-11 3.027e-03 8.821e-02 8.797e-01 2.137e-02 5.330e-03 1.356e-03 9.164e-04 8.619e-11 9.747e-05 4.300e-11 2.586e-11 9.848e-11 1.453e-11 3.146e-11 1.785e-11 1.203e-11 1.117e-11 1.058e-11 1.058e-11 1.129e-11 1.042e-11 1.068e-11 1.022e-11 1.021e-11 1.021e-11 1.021e-11 1.053e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.056e-11 +74 EP 23 9.705e-11 9.705e-04 9.781e-01 2.098e-02 3.392e-10 5.584e-10 1.889e-10 1.276e-10 1.063e-10 1.602e-10 1.059e-10 9.752e-11 9.736e-11 9.813e-11 9.708e-11 9.714e-11 9.707e-11 9.705e-11 9.705e-11 9.824e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 9.705e-11 +74 EP 24 1.203e-10 1.203e-10 1.203e-10 1.276e-10 1.278e-10 1.388e-10 1.383e-10 1.542e-10 2.620e-10 2.618e-10 7.048e-10 2.528e-10 2.295e-10 1.661e-10 4.786e-10 2.560e-10 3.862e-05 2.311e-10 2.764e-10 4.068e-10 7.335e-03 8.826e-02 1.528e-01 1.614e-01 1.755e-01 1.431e-01 1.140e-01 8.042e-02 4.231e-02 1.929e-02 8.862e-03 5.907e-03 7.305e-04 9.992e-10 2.287e-10 2.000e-10 3.787e-10 2.627e-10 1.466e-10 1.407e-10 1.393e-10 2.058e-10 1.293e-10 1.347e-10 1.280e-10 1.383e-10 1.290e-10 1.360e-10 2.189e-10 1.203e-10 1.218e-10 1.210e-10 1.203e-10 1.203e-10 1.203e-10 1.210e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.215e-10 1.203e-10 1.474e-10 1.211e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 1.203e-10 5.577e-10 +74 EP 25 5.148e-11 5.148e-11 5.150e-11 6.896e-11 5.617e-11 3.295e-10 1.530e-04 1.014e-03 1.803e-03 1.093e-03 4.477e-10 1.852e-03 1.058e-09 1.943e-10 3.881e-02 3.277e-01 3.623e-01 2.079e-01 5.369e-02 2.441e-03 2.861e-10 2.456e-10 4.325e-10 5.162e-10 1.230e-04 2.327e-10 1.130e-10 1.962e-10 1.239e-10 4.817e-05 8.380e-11 1.003e-10 2.560e-05 9.785e-11 5.331e-11 2.525e-10 5.452e-11 6.206e-11 5.995e-11 5.934e-11 5.158e-11 5.573e-11 5.168e-11 5.149e-11 9.563e-11 6.110e-11 5.249e-11 5.335e-11 5.151e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.151e-11 5.148e-11 5.185e-11 5.149e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 5.148e-11 1.058e-03 +74 TP 1 8.751e-09 2.267e-02 1.048e-02 5.643e-09 9.010e-06 4.620e-07 2.736e-01 5.854e-02 5.091e-07 5.764e-09 6.425e-03 1.043e-01 6.744e-10 2.368e-01 1.287e-04 3.561e-02 6.393e-06 1.314e-01 5.296e-02 1.443e-05 4.221e-02 1.568e-07 1.942e-06 1.759e-03 2.319e-02 +74 TP 2 7.261e-11 4.956e-01 2.247e-11 9.039e-09 1.958e-01 9.287e-11 8.674e-11 1.152e-10 1.023e-03 6.504e-07 1.248e-01 6.253e-11 8.696e-12 5.904e-11 2.101e-04 6.754e-11 5.840e-05 6.713e-11 4.810e-11 1.276e-10 1.674e-01 1.141e-02 3.598e-03 9.609e-12 3.843e-11 +74 TP 3 1.935e-10 3.342e-05 5.604e-01 7.681e-03 7.803e-11 6.234e-10 6.600e-10 6.554e-02 2.567e-10 3.813e-10 8.057e-11 4.240e-02 8.834e-03 3.179e-10 3.373e-03 3.268e-02 1.284e-03 8.669e-03 2.374e-10 1.806e-02 1.250e-09 5.660e-10 7.672e-11 8.857e-02 1.625e-01 +74 TP 4 4.028e-09 4.688e-02 3.215e-04 1.111e-01 3.604e-03 2.482e-02 6.134e-10 5.093e-08 4.616e-10 3.155e-01 2.394e-10 6.190e-04 1.557e-10 1.566e-02 1.932e-01 1.104e-03 1.484e-01 5.956e-10 1.037e-06 1.305e-02 1.151e-09 1.257e-01 4.216e-11 8.939e-11 1.955e-10 +74 TP 5 3.107e-04 1.514e-01 1.681e-05 5.335e-09 5.869e-01 1.456e-03 6.227e-04 7.882e-05 6.754e-03 4.002e-03 1.264e-01 9.776e-05 1.183e-05 6.297e-04 4.994e-08 3.055e-10 1.915e-10 1.367e-04 4.920e-05 4.982e-10 6.195e-02 9.350e-03 4.980e-02 1.190e-11 6.546e-05 +74 TP 6 7.348e-10 1.263e-02 5.005e-10 6.292e-02 9.862e-04 3.348e-01 1.562e-01 5.029e-10 6.099e-03 1.228e-01 1.951e-10 3.634e-03 1.120e-04 1.426e-01 3.855e-02 3.020e-09 4.130e-02 5.451e-07 2.842e-09 2.058e-02 7.393e-08 5.542e-02 2.781e-08 3.390e-04 1.032e-03 +74 TP 7 1.775e-07 4.395e-03 4.744e-03 4.448e-02 4.871e-04 9.223e-02 3.918e-01 1.489e-02 5.649e-03 4.051e-02 2.212e-10 3.974e-02 2.051e-04 2.440e-02 3.040e-02 1.108e-02 2.181e-02 1.250e-01 1.767e-02 9.674e-02 3.746e-04 2.327e-02 2.526e-11 1.384e-03 8.665e-03 +74 TP 8 6.818e-04 4.272e-04 2.439e-02 3.047e-02 2.601e-04 6.532e-03 2.734e-03 4.237e-01 1.210e-03 7.662e-10 1.247e-10 2.092e-01 1.476e-03 4.333e-04 1.533e-02 9.036e-02 6.199e-03 3.453e-02 6.265e-10 4.775e-02 3.615e-10 1.223e-03 4.492e-11 6.670e-03 9.647e-02 +74 TP 9 6.490e-02 4.795e-02 2.744e-03 3.058e-09 1.198e-02 1.480e-01 8.469e-02 1.231e-02 7.932e-02 2.289e-01 8.862e-03 2.918e-02 1.531e-04 7.449e-02 6.393e-09 1.924e-02 7.097e-09 3.840e-02 1.311e-02 1.977e-02 1.084e-01 2.188e-08 1.978e-10 3.787e-04 7.164e-03 +74 TP 10 3.766e-02 2.715e-02 5.673e-04 9.198e-04 1.810e-03 1.168e-01 2.891e-02 3.256e-03 5.549e-03 4.015e-01 2.595e-04 8.652e-03 6.935e-05 5.108e-02 7.029e-02 3.807e-03 7.825e-02 6.860e-03 2.699e-03 2.460e-02 7.274e-03 1.193e-01 1.499e-11 1.380e-04 2.598e-03 +74 TP 11 1.295e-02 4.665e-09 3.220e-04 1.015e-08 1.833e-02 1.779e-02 1.140e-02 8.102e-04 8.236e-02 6.241e-02 2.517e-01 2.656e-03 2.838e-11 9.297e-03 1.830e-09 1.340e-09 1.679e-09 2.984e-03 1.024e-03 2.880e-04 4.099e-01 1.153e-01 5.524e-10 3.334e-11 3.807e-04 +74 TP 12 3.128e-03 1.776e-03 4.275e-10 5.413e-02 1.187e-04 2.126e-02 2.313e-09 7.898e-10 3.141e-03 5.277e-09 7.419e-11 4.290e-01 3.529e-06 2.265e-03 2.733e-02 1.829e-01 1.081e-02 9.794e-02 8.804e-02 7.132e-02 4.802e-10 6.779e-03 3.082e-11 6.339e-05 1.017e-09 +74 TP 13 2.424e-10 2.660e-04 3.152e-02 3.714e-04 2.383e-10 7.927e-10 3.410e-09 1.056e-02 2.589e-10 9.092e-10 2.397e-09 8.919e-03 7.986e-01 4.886e-10 5.879e-10 5.095e-03 2.271e-04 1.360e-03 4.727e-07 4.121e-03 5.160e-10 4.818e-10 2.331e-10 1.223e-01 1.666e-02 +74 TP 14 1.281e-02 9.831e-03 1.602e-02 3.329e-02 1.526e-04 1.812e-08 4.371e-02 6.915e-02 1.417e-02 5.135e-02 5.188e-10 1.798e-01 1.024e-03 2.305e-02 3.112e-02 6.878e-02 2.510e-02 1.897e-01 5.673e-02 9.369e-02 1.287e-02 1.812e-02 1.332e-10 2.405e-03 4.709e-02 +74 TP 15 1.752e-03 1.252e-01 1.941e-10 2.311e-02 1.331e-02 7.905e-10 8.424e-10 1.040e-09 2.568e-06 1.538e-04 5.123e-10 7.957e-10 4.270e-11 1.739e-09 9.340e-02 3.379e-09 3.654e-01 9.990e-10 2.128e-08 6.494e-04 2.733e-04 3.764e-01 2.428e-04 4.500e-05 7.755e-10 +74 TP 16 3.403e-07 9.958e-03 2.669e-10 1.443e-01 3.324e-04 2.143e-02 3.167e-01 3.089e-10 6.856e-03 1.289e-05 1.689e-10 8.488e-10 4.719e-10 6.974e-10 7.191e-02 3.357e-02 3.778e-02 4.632e-02 8.028e-10 2.941e-01 1.011e-09 1.662e-02 4.823e-11 1.409e-04 6.373e-10 +74 TP 17 3.420e-10 3.062e-01 4.584e-05 1.942e-08 3.721e-02 9.096e-10 3.482e-10 5.029e-11 2.810e-02 1.187e-09 1.048e-09 2.659e-10 5.434e-11 7.419e-10 1.804e-02 3.398e-10 2.652e-01 3.207e-10 1.704e-05 9.250e-10 3.028e-01 4.196e-02 4.367e-04 1.177e-10 3.594e-11 +74 TP 18 6.736e-03 9.721e-09 9.648e-03 4.248e-02 2.735e-05 2.761e-02 2.433e-05 2.921e-02 3.755e-03 5.618e-05 2.492e-10 1.212e-01 9.334e-04 1.539e-06 1.852e-02 2.345e-01 1.138e-02 3.701e-01 6.055e-02 2.241e-02 1.054e-09 1.189e-02 3.423e-11 3.306e-03 2.567e-02 +74 TP 19 8.741e-03 1.210e-03 9.803e-02 1.064e-05 2.317e-07 3.338e-09 4.616e-09 5.560e-01 3.018e-09 3.950e-09 3.351e-10 1.875e-05 3.648e-03 3.126e-03 8.332e-09 2.331e-09 1.767e-09 2.082e-09 4.112e-02 2.451e-09 7.726e-10 3.234e-09 1.200e-10 2.671e-02 2.614e-01 +74 TP 20 5.253e-10 2.185e-02 3.197e-10 3.180e-01 3.481e-04 2.382e-01 1.631e-02 3.527e-10 2.717e-03 1.080e-03 2.887e-10 1.168e-09 8.050e-11 3.775e-09 1.347e-01 4.340e-09 8.601e-02 9.801e-10 1.830e-04 1.257e-01 1.055e-09 5.489e-02 6.094e-05 1.459e-10 3.837e-10 +74 TP 21 1.567e-02 1.221e-01 2.767e-04 9.376e-07 1.994e-02 2.411e-02 1.331e-02 1.429e-03 9.134e-02 8.063e-02 1.607e-02 3.204e-03 2.540e-05 1.334e-02 4.691e-05 1.256e-03 3.819e-02 5.515e-03 1.575e-03 5.044e-03 3.847e-01 1.611e-01 9.007e-05 3.123e-05 9.113e-04 +74 TP 22 2.333e-02 6.618e-02 6.213e-10 1.938e-09 5.150e-03 9.425e-03 8.271e-03 2.836e-10 1.032e-01 1.400e-01 5.598e-10 2.240e-09 3.203e-11 7.872e-03 2.476e-09 2.733e-09 1.429e-01 1.889e-07 5.260e-07 7.878e-03 5.970e-02 4.261e-01 6.572e-05 7.020e-11 1.132e-10 +74 TP 23 1.949e-10 2.438e-02 9.864e-11 5.979e-04 4.069e-01 4.517e-04 1.121e-10 9.927e-05 5.134e-04 5.149e-06 2.596e-02 1.742e-10 9.917e-11 1.245e-10 4.570e-10 1.198e-10 7.438e-10 1.009e-10 1.020e-10 1.269e-10 1.147e-02 9.136e-04 5.287e-01 9.731e-11 9.848e-11 +74 TP 24 8.795e-10 1.273e-10 1.426e-01 2.427e-03 1.204e-10 5.557e-10 6.526e-10 2.411e-02 1.536e-10 5.728e-10 1.207e-10 1.541e-02 6.330e-02 2.463e-10 1.413e-03 1.679e-02 2.315e-04 3.365e-03 1.881e-10 6.874e-03 3.842e-05 4.487e-10 1.203e-10 6.747e-01 4.873e-02 +74 TP 25 1.811e-04 3.092e-04 1.001e-01 1.587e-02 1.053e-10 1.236e-03 1.603e-09 1.770e-01 5.967e-04 7.956e-10 6.338e-11 8.414e-02 3.984e-03 5.663e-10 7.396e-03 5.657e-02 2.272e-03 1.727e-02 3.125e-10 3.187e-02 2.495e-10 1.347e-09 5.238e-11 1.841e-02 4.828e-01 +75 IP 1 4.058e-09 +75 IP 2 1.073e-02 +75 IP 3 1.174e-08 +75 IP 4 1.369e-02 +75 IP 5 1.486e-01 +75 IP 6 8.644e-09 +75 IP 7 3.460e-09 +75 IP 8 4.263e-01 +75 IP 9 4.445e-09 +75 IP 10 6.870e-03 +75 IP 11 3.322e-03 +75 IP 12 3.469e-09 +75 IP 13 4.974e-09 +75 IP 14 7.222e-03 +75 IP 15 3.460e-03 +75 IP 16 3.970e-09 +75 IP 17 3.028e-01 +75 IP 18 8.502e-09 +75 IP 19 3.561e-03 +75 IP 20 6.943e-03 +75 IP 21 6.133e-02 +75 IP 22 3.534e-09 +75 IP 23 3.466e-09 +75 IP 24 7.388e-09 +75 IP 25 4.739e-09 +75 IP 26 3.463e-09 +75 IP 27 3.460e-09 +75 IP 28 5.182e-03 +75 EP 1 1.795e-11 1.795e-11 1.801e-11 2.126e-11 1.004e-07 4.069e-03 1.872e-04 8.116e-02 7.951e-01 8.910e-02 2.026e-02 6.485e-03 2.678e-03 7.909e-04 2.056e-04 2.894e-10 4.482e-10 1.168e-05 5.159e-11 3.613e-11 3.017e-11 5.699e-11 5.592e-11 2.719e-11 1.894e-11 2.493e-11 2.358e-11 1.917e-11 1.800e-11 1.861e-11 2.061e-11 1.802e-11 1.869e-11 2.293e-11 1.878e-11 1.795e-11 1.802e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 1.795e-11 3.541e-10 +75 EP 2 1.627e-11 1.627e-11 3.237e-11 1.219e-10 9.998e-01 1.580e-07 5.743e-08 3.378e-10 2.774e-06 1.592e-04 4.501e-11 2.855e-11 1.770e-11 3.957e-11 1.689e-11 1.668e-11 1.676e-11 1.669e-11 1.628e-11 1.628e-11 1.627e-11 1.628e-11 1.643e-11 1.629e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.842e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 +75 EP 3 1.116e-11 1.116e-11 1.530e-11 3.040e-11 3.013e-05 9.839e-01 1.585e-02 2.419e-05 3.757e-07 1.217e-04 1.119e-10 3.374e-11 1.571e-11 2.382e-05 1.597e-11 1.384e-11 1.266e-11 1.446e-11 1.132e-11 1.128e-11 1.121e-11 1.140e-11 1.212e-11 1.121e-11 1.117e-11 1.117e-11 1.117e-11 1.117e-11 1.116e-11 1.117e-11 1.116e-11 1.116e-11 1.116e-05 1.116e-11 1.117e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.116e-11 1.118e-11 +75 EP 4 1.321e-11 1.321e-11 1.339e-11 1.893e-11 1.922e-04 6.214e-07 1.184e-01 8.504e-01 2.747e-02 3.008e-03 6.745e-09 5.574e-04 3.194e-10 5.049e-10 6.337e-11 6.082e-11 2.464e-10 7.821e-11 1.833e-11 2.425e-11 1.610e-11 4.841e-11 2.462e-11 1.716e-11 1.324e-11 1.385e-11 1.375e-11 1.330e-11 1.321e-11 1.330e-11 1.322e-11 1.322e-11 1.466e-11 1.322e-11 1.333e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.321e-11 1.693e-11 +75 EP 5 1.033e-11 1.033e-11 1.980e-11 1.209e-10 9.627e-01 3.468e-02 1.303e-03 6.553e-04 6.132e-04 3.548e-05 1.528e-05 4.179e-05 1.109e-11 2.326e-11 1.071e-11 1.100e-11 1.169e-11 1.087e-11 1.051e-11 1.034e-11 1.035e-11 1.045e-11 1.041e-11 1.033e-11 1.033e-11 1.220e-11 1.034e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.037e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 1.033e-11 +75 EP 6 3.916e-11 3.916e-11 4.220e-11 6.846e-11 5.260e-10 1.768e-09 9.978e-01 8.914e-09 3.334e-09 9.934e-06 8.718e-04 1.031e-03 1.030e-09 1.684e-04 5.724e-05 1.170e-10 2.852e-05 3.385e-10 4.951e-11 4.592e-11 4.563e-11 5.097e-11 4.653e-11 4.015e-11 3.932e-11 3.928e-11 4.038e-11 3.926e-11 3.918e-11 3.920e-11 3.926e-11 3.918e-11 1.353e-10 3.917e-11 3.925e-11 3.916e-11 3.916e-11 3.918e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 3.916e-11 4.047e-11 +75 EP 7 8.413e-11 8.413e-11 8.413e-11 8.441e-11 8.564e-11 9.623e-11 9.601e-11 1.036e-10 2.401e-10 5.461e-10 1.679e-10 1.664e-04 5.233e-04 4.115e-09 2.250e-10 2.517e-10 2.322e-10 2.946e-10 5.413e-03 1.640e-01 2.514e-01 2.618e-01 1.938e-01 8.854e-02 2.485e-02 6.095e-03 6.832e-10 2.861e-10 2.694e-10 4.717e-10 3.206e-10 6.060e-04 2.248e-10 3.745e-04 2.622e-08 2.432e-05 2.280e-10 2.858e-10 1.049e-10 1.114e-05 8.597e-11 9.086e-11 6.507e-05 9.622e-11 8.550e-11 8.424e-11 9.206e-11 8.442e-11 8.415e-11 4.310e-10 8.413e-11 8.496e-11 8.415e-11 8.415e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 8.413e-11 2.392e-03 +75 EP 8 1.273e-11 1.283e-11 9.183e-11 9.753e-01 2.287e-02 1.418e-03 4.043e-04 4.349e-05 6.248e-11 4.569e-11 4.736e-11 1.880e-11 1.283e-11 1.366e-11 1.278e-11 1.279e-11 1.283e-11 1.278e-11 1.275e-11 1.274e-11 1.274e-11 1.274e-11 1.274e-11 1.273e-11 1.273e-11 1.284e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.277e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 +75 EP 9 7.577e-11 7.577e-11 7.578e-11 7.649e-11 1.618e-10 2.184e-10 3.034e-09 7.719e-10 1.142e-09 5.447e-09 6.279e-01 3.706e-01 5.745e-09 3.896e-09 1.023e-09 1.587e-09 5.466e-04 8.119e-04 3.029e-05 4.265e-10 1.296e-09 2.424e-10 4.156e-10 2.441e-10 1.027e-10 2.647e-10 1.469e-10 3.166e-10 9.287e-11 8.500e-11 4.608e-07 7.942e-11 1.289e-10 7.578e-11 6.796e-05 7.630e-11 7.579e-11 7.591e-11 7.577e-11 7.595e-11 7.577e-11 7.613e-11 7.577e-11 7.577e-11 7.584e-11 7.577e-11 7.888e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 7.577e-11 1.207e-04 +75 EP 10 3.510e-11 3.510e-11 3.671e-11 5.686e-11 6.637e-06 3.524e-08 8.888e-01 1.112e-01 4.746e-08 2.694e-08 1.412e-09 5.380e-10 1.366e-10 2.959e-10 1.226e-10 2.807e-10 2.062e-10 1.426e-10 6.767e-11 4.809e-11 4.914e-11 2.413e-10 4.233e-11 3.853e-11 3.587e-11 2.074e-05 5.440e-11 3.539e-11 3.512e-11 3.525e-11 3.545e-11 3.516e-11 3.714e-11 3.690e-11 3.524e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.511e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.906e-11 +75 EP 11 3.047e-11 3.047e-11 3.048e-11 3.103e-11 1.352e-10 8.136e-11 1.370e-03 2.021e-03 1.076e-03 1.134e-02 2.439e-02 5.262e-01 4.101e-01 2.126e-02 2.069e-09 2.056e-03 9.657e-10 1.280e-09 1.048e-09 1.188e-10 3.752e-06 9.557e-11 1.218e-09 3.871e-05 8.947e-11 8.257e-11 8.653e-11 8.021e-06 3.537e-11 3.136e-11 7.794e-05 3.273e-11 1.166e-05 4.541e-11 4.874e-11 3.049e-11 3.059e-11 3.048e-11 3.049e-11 3.049e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.059e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 3.047e-11 1.964e-10 +75 EP 12 1.882e-10 1.882e-10 1.882e-10 1.884e-10 1.882e-10 1.887e-10 1.925e-10 1.893e-10 2.046e-10 1.925e-10 1.924e-10 2.003e-10 1.968e-10 2.054e-10 6.747e-10 6.215e-10 5.010e-10 2.200e-10 2.655e-10 2.318e-10 5.358e-05 2.855e-04 1.557e-09 3.050e-10 3.322e-10 6.839e-10 1.689e-03 1.782e-02 7.944e-02 1.142e-01 1.182e-01 1.283e-01 1.048e-01 9.769e-02 7.810e-02 5.882e-02 5.527e-02 4.417e-02 3.067e-02 2.472e-02 1.298e-02 1.238e-02 7.946e-03 2.639e-03 4.117e-03 1.317e-03 1.129e-03 1.129e-03 1.882e-04 5.698e-04 1.882e-10 2.560e-04 1.882e-04 1.882e-04 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 1.882e-10 8.376e-04 +75 EP 13 5.571e-11 5.571e-11 5.590e-11 6.624e-11 9.437e-04 2.682e-09 4.196e-05 9.253e-01 6.987e-02 6.252e-09 1.013e-03 2.023e-03 2.044e-09 8.508e-04 8.774e-08 1.995e-09 1.861e-10 2.138e-10 1.799e-10 1.051e-10 8.628e-11 1.233e-10 8.124e-11 6.453e-11 5.705e-11 6.044e-11 5.642e-11 5.622e-11 5.588e-11 5.585e-11 5.605e-11 5.617e-11 5.987e-11 5.572e-11 5.623e-11 5.571e-11 5.571e-11 5.576e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 5.571e-11 1.807e-10 +75 EP 14 3.718e-11 3.718e-11 3.771e-11 4.916e-11 2.578e-04 1.790e-03 8.074e-03 6.918e-01 2.829e-01 8.614e-03 6.573e-03 5.350e-09 6.491e-10 1.723e-08 1.015e-09 2.259e-10 1.735e-10 1.565e-10 1.642e-10 6.871e-11 7.737e-11 1.521e-10 5.060e-05 4.332e-11 3.886e-11 1.319e-10 1.605e-05 3.946e-11 3.726e-11 3.728e-11 3.883e-11 3.728e-11 4.112e-11 7.578e-11 3.795e-11 3.720e-11 3.719e-11 3.719e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.719e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.719e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 3.718e-11 5.788e-11 +75 EP 15 1.134e-10 1.134e-10 1.134e-10 1.144e-10 1.136e-10 1.156e-10 1.177e-10 1.188e-10 1.890e-10 1.300e-10 1.280e-10 3.344e-10 1.590e-10 4.258e-05 8.982e-10 6.988e-09 3.999e-09 2.446e-10 3.636e-10 2.153e-10 3.160e-10 3.185e-09 2.975e-02 1.345e-01 1.876e-01 1.890e-01 1.643e-01 1.432e-01 8.202e-02 4.022e-02 2.062e-02 6.064e-03 2.614e-03 5.863e-10 4.289e-10 3.651e-10 1.854e-10 1.609e-10 3.106e-10 1.890e-10 1.520e-10 1.313e-10 1.293e-10 1.247e-10 1.187e-10 1.159e-10 1.461e-10 1.164e-10 1.145e-10 1.866e-10 1.134e-10 1.186e-10 1.145e-10 1.145e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.134e-10 1.218e-04 +75 EP 16 9.004e-11 9.004e-11 9.010e-11 9.493e-11 3.474e-10 9.065e-09 5.542e-09 5.602e-02 9.373e-01 5.007e-09 1.485e-03 2.802e-03 2.072e-04 6.647e-04 4.183e-04 5.234e-04 2.070e-10 5.094e-04 9.686e-10 1.479e-10 2.519e-05 1.178e-10 9.766e-11 1.410e-10 9.432e-11 9.184e-11 9.954e-11 9.641e-11 9.051e-11 1.368e-10 9.058e-11 9.033e-11 9.064e-11 9.004e-11 9.397e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 9.004e-11 1.038e-09 +75 EP 17 1.112e-10 1.890e-03 9.697e-01 2.698e-02 9.356e-04 5.170e-04 2.603e-10 1.531e-10 1.335e-10 1.203e-10 1.230e-10 1.145e-10 1.112e-10 1.114e-10 1.112e-10 1.150e-10 1.112e-10 1.112e-10 1.113e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.115e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 1.112e-10 +75 EP 18 5.976e-11 5.976e-11 5.981e-11 6.345e-11 3.182e-05 4.048e-05 1.271e-09 1.835e-09 3.111e-09 6.585e-01 2.897e-01 4.980e-02 5.289e-09 1.377e-03 1.180e-07 7.610e-10 4.083e-10 4.684e-10 2.470e-09 1.947e-10 1.688e-10 1.385e-10 2.117e-10 1.065e-04 1.620e-06 2.716e-04 4.202e-10 6.395e-11 6.063e-11 6.366e-11 4.908e-10 6.066e-11 6.410e-11 7.858e-06 6.125e-11 5.977e-11 6.052e-11 5.981e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 5.976e-11 2.204e-04 +75 EP 19 3.118e-11 3.118e-11 3.119e-11 3.237e-11 1.507e-10 4.224e-07 2.792e-03 3.356e-03 3.328e-09 5.931e-02 7.645e-01 1.555e-01 7.988e-10 9.927e-03 2.081e-03 1.939e-03 6.749e-10 3.333e-04 5.321e-10 1.527e-09 1.342e-04 1.212e-10 1.790e-10 1.697e-10 1.570e-10 6.055e-11 9.876e-05 1.364e-05 3.208e-11 3.459e-11 4.254e-11 3.146e-11 5.125e-11 3.700e-11 3.179e-11 3.118e-11 3.122e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.120e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 3.118e-11 4.448e-10 +75 EP 20 4.227e-11 4.227e-11 4.228e-11 4.246e-11 4.500e-11 5.588e-11 1.317e-04 7.457e-05 8.908e-04 2.190e-03 1.809e-03 6.446e-03 2.470e-10 3.983e-10 2.944e-01 4.375e-01 2.184e-01 3.785e-02 5.480e-10 2.221e-10 9.036e-10 5.040e-10 2.918e-10 4.931e-10 4.223e-10 1.870e-05 8.623e-11 1.162e-10 1.282e-04 9.035e-10 1.156e-10 6.036e-11 3.027e-10 3.320e-10 2.165e-10 4.301e-11 4.415e-11 4.682e-11 4.249e-11 4.306e-11 4.234e-11 4.264e-11 4.378e-11 6.264e-11 4.272e-11 4.227e-11 4.271e-11 4.227e-11 4.227e-11 1.666e-10 4.227e-11 4.228e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 4.227e-11 1.793e-04 +75 EP 21 1.317e-11 1.317e-11 1.481e-11 3.442e-11 2.082e-03 9.486e-01 4.334e-02 5.899e-03 2.295e-05 3.326e-05 3.558e-05 6.013e-11 2.097e-11 4.634e-11 1.591e-11 2.001e-11 2.549e-11 1.871e-11 1.405e-11 1.339e-11 1.345e-11 1.661e-11 1.434e-11 1.327e-11 1.322e-11 2.152e-11 1.332e-11 1.318e-11 1.317e-11 1.318e-11 1.318e-11 1.317e-11 1.367e-11 1.320e-11 1.318e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.317e-11 1.325e-11 +75 EP 22 2.656e-11 2.656e-11 2.657e-11 2.805e-11 3.389e-05 5.716e-04 1.639e-09 6.848e-03 9.471e-02 8.434e-01 4.881e-02 2.149e-09 4.117e-03 8.371e-04 6.224e-04 1.083e-08 2.156e-09 1.170e-09 1.968e-10 3.516e-10 5.340e-11 7.590e-11 1.443e-10 6.843e-11 4.004e-11 3.981e-11 5.015e-11 2.588e-10 2.732e-11 2.643e-05 3.139e-11 2.663e-11 2.832e-11 2.656e-11 3.151e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.668e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 2.656e-11 1.203e-10 +75 EP 23 4.726e-11 4.726e-11 4.734e-11 5.099e-11 1.234e-10 2.399e-03 2.048e-09 6.926e-09 5.487e-01 3.821e-01 5.388e-02 1.020e-02 2.175e-03 2.309e-09 8.415e-10 3.433e-04 3.018e-10 3.874e-10 3.502e-10 2.063e-10 1.304e-10 2.443e-04 1.195e-10 5.906e-11 5.328e-11 5.549e-11 6.518e-11 4.827e-11 5.073e-11 4.754e-11 4.813e-11 4.899e-11 6.875e-11 4.728e-11 1.614e-10 4.738e-11 4.726e-11 4.736e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.728e-11 4.726e-11 4.726e-11 4.727e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 4.726e-11 1.514e-09 +75 EP 24 3.905e-11 3.905e-11 3.906e-11 3.933e-11 4.666e-11 5.895e-11 3.343e-09 1.238e-03 2.063e-03 1.785e-03 2.985e-03 9.150e-10 1.783e-01 5.757e-01 2.355e-01 1.012e-09 2.864e-10 9.957e-04 5.264e-05 2.046e-10 1.881e-04 1.247e-09 1.974e-10 1.445e-04 1.284e-04 3.429e-05 1.265e-10 6.662e-11 2.218e-08 6.652e-11 5.345e-05 4.733e-11 9.820e-05 7.984e-11 5.571e-11 3.929e-11 3.963e-11 3.965e-11 3.913e-11 3.919e-11 3.911e-11 3.912e-11 3.926e-11 4.046e-11 3.969e-11 3.905e-11 3.920e-11 3.905e-11 3.905e-11 4.319e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 3.905e-11 7.622e-04 +75 EP 25 1.086e-10 1.086e-10 1.086e-10 1.087e-10 1.147e-10 1.466e-10 1.966e-09 3.505e-09 5.437e-09 1.664e-09 1.906e-09 2.512e-01 4.997e-01 1.934e-01 4.858e-02 3.989e-09 1.802e-09 2.694e-09 3.726e-03 3.865e-10 7.969e-04 4.277e-10 7.989e-10 5.420e-04 1.433e-09 1.645e-04 2.198e-04 1.757e-10 1.265e-04 2.562e-10 3.888e-10 1.170e-10 6.858e-05 1.087e-10 1.268e-10 1.096e-10 1.100e-10 1.090e-10 1.086e-10 1.090e-10 1.086e-10 1.094e-10 1.086e-10 1.086e-10 1.093e-10 1.086e-10 1.124e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.086e-10 1.445e-03 +75 EP 26 6.213e-10 6.213e-10 6.220e-10 6.220e-10 6.217e-10 6.232e-10 6.300e-10 6.490e-10 6.313e-10 6.569e-10 6.659e-10 6.431e-10 7.080e-10 8.433e-10 6.969e-10 2.117e-03 9.846e-10 1.956e-03 2.808e-03 2.090e-03 3.807e-03 5.101e-03 5.566e-03 2.865e-03 2.875e-03 5.119e-03 4.932e-03 3.330e-03 6.447e-04 3.970e-03 3.713e-03 3.494e-03 1.001e-03 1.413e-03 2.534e-03 1.950e-03 3.278e-03 2.264e-08 6.396e-10 9.344e-04 1.243e-03 1.362e-03 7.272e-10 6.221e-04 6.966e-04 6.857e-10 2.739e-09 1.629e-09 6.213e-10 2.278e-09 6.213e-04 3.974e-04 6.219e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-04 2.485e-03 6.213e-04 6.213e-04 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 6.213e-10 9.252e-01 +75 EP 27 5.658e-11 5.658e-11 5.658e-11 5.676e-11 5.867e-11 7.749e-11 1.108e-10 1.862e-10 1.076e-03 9.021e-04 4.786e-04 1.669e-09 5.340e-10 3.787e-10 1.800e-10 3.790e-10 1.771e-01 3.265e-01 3.108e-01 1.484e-01 3.257e-02 1.005e-09 2.446e-10 5.407e-10 4.833e-04 3.088e-04 2.658e-10 5.616e-10 5.901e-10 5.720e-05 1.133e-10 5.089e-04 3.043e-10 1.180e-10 5.513e-05 6.198e-11 1.492e-10 7.252e-05 5.754e-11 6.127e-11 5.696e-11 5.895e-11 1.450e-10 5.509e-05 5.710e-11 5.659e-11 5.771e-11 5.661e-11 5.658e-11 5.500e-05 5.658e-11 5.667e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.658e-11 5.934e-04 +75 EP 28 1.032e-11 1.032e-11 1.106e-11 1.850e-11 5.741e-03 1.008e-01 8.547e-01 3.186e-02 4.492e-03 2.126e-03 1.962e-04 1.165e-10 4.425e-11 1.439e-10 3.205e-11 1.979e-11 2.357e-11 1.491e-11 1.108e-11 1.092e-11 1.066e-11 1.146e-11 5.526e-06 1.081e-11 1.032e-11 1.052e-11 1.039e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 2.726e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.032e-11 1.048e-11 +75 TP 1 3.758e-01 1.197e-02 3.560e-02 1.178e-01 1.817e-08 4.722e-02 2.029e-03 6.352e-04 1.519e-02 4.222e-03 3.940e-02 2.705e-04 5.989e-02 7.764e-09 1.007e-03 4.647e-09 1.926e-11 7.899e-02 3.682e-02 1.225e-02 5.803e-03 8.411e-02 9.654e-04 1.939e-02 1.307e-09 4.463e-05 5.370e-03 4.523e-02 +75 TP 2 3.887e-10 3.494e-01 6.480e-02 2.011e-05 2.841e-01 4.697e-03 1.472e-09 1.921e-01 9.358e-11 2.168e-03 7.288e-11 1.630e-11 4.422e-04 1.926e-10 1.515e-05 7.100e-10 4.181e-03 1.666e-10 1.844e-10 2.828e-11 9.523e-02 1.045e-10 2.979e-10 3.296e-11 4.354e-11 1.642e-11 9.093e-11 2.922e-03 +75 TP 3 6.155e-05 2.616e-01 3.590e-01 2.520e-03 4.990e-02 2.622e-04 3.869e-05 3.958e-02 2.016e-10 1.596e-02 1.370e-10 3.195e-11 2.136e-03 3.689e-04 2.037e-10 1.950e-04 2.794e-04 1.216e-10 1.081e-10 5.522e-10 2.060e-01 1.120e-10 1.429e-03 5.887e-11 7.486e-11 2.255e-05 1.016e-06 6.063e-02 +75 TP 4 1.208e-01 2.667e-02 7.200e-02 4.130e-01 3.069e-09 7.242e-02 1.536e-10 1.375e-03 3.179e-05 9.428e-07 1.291e-09 6.854e-11 2.327e-09 1.274e-01 2.191e-04 1.265e-09 6.609e-06 1.087e-02 3.055e-05 3.758e-10 1.383e-02 1.105e-02 2.254e-06 4.548e-10 3.016e-10 4.023e-11 2.832e-10 1.303e-01 +75 TP 5 1.062e-02 2.586e-02 6.608e-02 2.086e-02 4.382e-01 2.100e-09 5.504e-05 1.124e-01 2.442e-10 3.750e-02 1.939e-03 1.053e-11 2.116e-04 1.311e-02 5.468e-06 2.916e-10 1.131e-03 2.614e-03 2.050e-03 4.618e-04 1.989e-01 3.146e-03 4.040e-04 5.303e-04 5.393e-11 1.067e-11 1.993e-04 6.376e-02 +75 TP 6 2.198e-09 1.204e-01 3.539e-01 1.125e-02 1.233e-04 9.241e-02 5.865e-11 1.143e-02 1.691e-03 1.079e-02 3.213e-07 1.405e-10 7.376e-03 1.198e-08 1.226e-05 1.047e-08 1.641e-04 1.341e-03 1.563e-09 3.229e-10 6.992e-05 6.909e-07 5.260e-03 8.496e-04 2.142e-04 3.953e-11 1.425e-10 3.827e-01 +75 TP 7 5.330e-10 8.168e-05 5.676e-04 1.663e-04 1.814e-10 2.360e-03 5.417e-01 8.492e-11 2.039e-02 1.709e-10 1.503e-09 1.282e-02 3.931e-03 2.730e-10 1.050e-01 3.541e-09 8.414e-11 2.172e-10 6.862e-10 6.202e-02 1.339e-10 5.998e-03 1.643e-02 2.441e-02 3.099e-02 2.985e-03 1.701e-01 2.989e-10 +75 TP 8 1.374e-03 2.829e-03 1.083e-02 3.083e-03 2.835e-01 3.402e-09 1.327e-11 5.866e-01 1.146e-04 6.184e-03 1.746e-04 1.283e-11 1.160e-04 1.833e-03 1.353e-05 3.910e-10 4.764e-02 2.358e-04 1.801e-04 8.988e-05 4.540e-02 3.768e-04 1.540e-04 4.596e-05 5.696e-11 1.281e-05 3.303e-05 9.220e-03 +75 TP 9 4.561e-03 4.560e-03 2.886e-02 3.891e-02 3.068e-05 4.814e-02 3.767e-10 4.199e-04 5.903e-02 1.278e-06 1.727e-02 1.031e-10 7.708e-02 2.130e-03 4.044e-10 8.994e-03 8.089e-11 6.067e-10 3.071e-01 5.499e-10 6.751e-10 1.983e-01 1.913e-01 7.647e-10 6.179e-10 2.751e-10 8.148e-10 1.334e-02 +75 TP 10 2.114e-01 1.880e-02 3.693e-02 2.309e-01 4.283e-02 3.688e-09 1.573e-03 1.212e-02 7.434e-08 5.028e-02 4.213e-02 1.593e-10 6.014e-09 1.123e-01 3.478e-04 7.121e-09 7.496e-10 6.044e-02 5.544e-02 1.079e-02 4.177e-05 6.247e-02 2.666e-02 1.931e-02 1.466e-09 8.032e-05 5.211e-03 2.367e-06 +75 TP 11 1.709e-02 1.453e-03 9.478e-03 1.068e-02 4.454e-10 2.215e-02 1.039e-02 3.950e-11 1.454e-01 1.131e-03 4.110e-01 8.716e-04 2.951e-02 4.984e-03 3.599e-03 4.628e-09 3.086e-11 1.735e-09 3.603e-03 5.522e-02 2.736e-10 4.271e-02 5.729e-02 1.447e-01 3.128e-09 4.331e-04 2.692e-02 1.399e-03 +75 TP 12 3.659e-10 1.882e-10 1.889e-10 2.592e-09 1.884e-10 3.006e-04 3.439e-02 1.883e-10 4.095e-03 2.039e-04 1.224e-09 7.865e-01 4.709e-04 2.180e-10 1.312e-01 4.486e-10 1.882e-10 2.489e-10 9.175e-10 1.068e-02 1.945e-10 9.754e-04 2.598e-03 3.555e-03 4.896e-03 1.655e-03 1.845e-02 1.042e-09 +75 TP 13 1.149e-03 5.181e-02 1.807e-01 3.076e-01 6.974e-10 2.745e-01 2.887e-10 4.750e-03 1.327e-09 1.770e-09 1.379e-03 6.036e-11 8.409e-02 3.314e-09 3.828e-05 3.168e-03 7.367e-11 1.718e-09 1.381e-09 3.988e-04 9.798e-10 6.414e-09 2.394e-03 7.390e-04 1.482e-03 6.495e-11 4.179e-04 8.538e-02 +75 TP 14 2.338e-01 7.715e-03 5.698e-02 7.176e-07 1.371e-02 3.947e-02 3.428e-03 2.907e-03 1.508e-02 3.538e-02 9.122e-02 2.320e-04 1.162e-08 5.454e-02 4.454e-04 4.179e-09 1.949e-10 8.062e-02 1.020e-01 2.235e-02 1.486e-02 1.188e-01 5.151e-02 4.482e-02 2.062e-09 6.636e-05 1.014e-02 5.042e-08 +75 TP 15 3.024e-10 1.915e-10 6.632e-10 3.125e-10 1.464e-10 4.311e-04 1.535e-01 1.144e-10 1.099e-02 1.640e-10 9.965e-10 7.936e-02 1.505e-03 1.663e-10 6.470e-01 4.984e-10 1.134e-10 1.601e-10 6.157e-10 2.614e-02 1.845e-10 3.124e-03 6.221e-03 7.216e-03 1.451e-02 2.230e-03 4.777e-02 3.746e-10 +75 TP 16 3.345e-01 1.161e-02 5.521e-02 1.742e-01 3.343e-04 4.002e-02 5.320e-04 9.541e-07 3.797e-06 1.382e-09 7.433e-07 1.326e-10 7.042e-02 9.741e-10 3.100e-09 1.872e-01 9.245e-11 2.838e-02 5.741e-03 1.055e-09 9.174e-05 4.629e-02 4.226e-09 1.811e-03 7.365e-04 1.434e-04 3.894e-10 4.275e-02 +75 TP 17 7.582e-09 1.579e-09 3.367e-07 2.094e-07 5.600e-02 3.552e-04 1.125e-10 3.991e-01 1.163e-10 2.097e-03 1.219e-10 1.114e-10 3.102e-10 2.658e-10 1.119e-10 4.917e-04 5.304e-01 2.328e-04 1.256e-10 1.138e-04 1.108e-02 1.946e-10 2.492e-10 1.148e-10 1.197e-10 1.137e-10 1.268e-04 1.586e-08 +75 TP 18 4.190e-08 1.065e-05 2.292e-02 2.327e-02 3.619e-04 2.884e-02 1.206e-02 6.225e-04 1.108e-08 1.415e-02 2.564e-01 1.065e-03 1.973e-02 2.695e-02 4.682e-03 6.030e-03 6.083e-11 4.664e-02 3.037e-01 7.736e-02 4.656e-03 1.172e-08 1.714e-03 1.160e-01 6.591e-09 3.483e-04 3.250e-02 1.050e-07 +75 TP 19 3.478e-02 3.763e-03 1.344e-02 2.919e-02 3.036e-05 2.488e-02 4.575e-03 4.894e-05 1.599e-09 9.191e-07 1.465e-01 2.521e-04 3.231e-02 6.406e-04 2.202e-03 3.066e-07 3.172e-11 1.726e-08 3.785e-01 2.353e-02 6.417e-09 1.265e-01 1.126e-01 4.291e-02 6.234e-10 5.510e-05 1.070e-02 1.255e-02 +75 TP 20 3.484e-03 2.354e-04 2.953e-03 4.205e-03 2.654e-10 1.075e-02 2.938e-02 4.459e-05 5.824e-02 3.475e-04 7.058e-07 2.013e-03 2.074e-02 3.004e-04 1.025e-02 4.553e-09 4.954e-11 4.899e-10 3.917e-03 4.452e-01 1.332e-09 2.239e-02 4.330e-02 1.301e-01 1.072e-01 6.531e-04 1.043e-01 9.298e-10 +75 TP 21 4.929e-02 5.627e-07 4.899e-02 8.019e-02 1.013e-01 7.815e-09 1.816e-04 1.504e-02 8.812e-09 1.110e-01 7.531e-03 2.725e-05 1.284e-07 5.102e-02 7.559e-05 2.567e-08 4.191e-05 1.212e-02 1.002e-02 1.584e-03 2.904e-01 1.311e-02 2.639e-03 3.409e-03 1.118e-10 9.857e-08 6.682e-04 2.014e-01 +75 TP 22 5.121e-02 6.196e-03 2.046e-02 2.261e-02 1.336e-09 2.899e-02 8.193e-10 1.546e-10 2.695e-09 3.051e-03 2.350e-03 2.531e-10 4.946e-02 1.429e-08 2.291e-10 4.555e-02 2.709e-11 1.331e-01 6.939e-02 2.886e-10 8.890e-04 3.860e-01 1.540e-01 4.874e-10 7.496e-10 4.153e-10 6.215e-10 2.679e-02 +75 TP 23 4.251e-03 1.921e-02 8.335e-02 1.377e-01 2.139e-09 1.684e-01 4.341e-05 1.715e-03 6.380e-09 3.639e-08 2.379e-03 1.040e-10 2.388e-01 4.990e-09 2.474e-10 3.283e-01 4.970e-11 3.248e-09 1.514e-09 4.018e-10 1.170e-09 1.743e-09 1.109e-02 8.671e-10 1.176e-09 1.387e-10 4.350e-04 4.401e-03 +75 TP 24 8.765e-03 7.145e-04 6.240e-03 9.276e-03 2.940e-10 1.419e-02 1.559e-02 4.075e-11 6.037e-02 1.475e-09 1.843e-09 1.021e-03 1.897e-02 2.391e-03 5.587e-03 3.805e-09 3.921e-11 3.359e-03 1.384e-02 1.432e-01 4.296e-10 3.115e-02 4.929e-02 3.923e-01 1.792e-01 4.442e-04 4.264e-02 1.392e-03 +75 TP 25 2.044e-02 1.410e-03 1.339e-02 2.209e-02 4.621e-10 3.006e-02 7.423e-10 1.654e-10 2.649e-01 2.275e-03 3.475e-01 1.742e-10 4.369e-02 1.180e-08 4.578e-10 7.474e-09 1.206e-10 4.576e-04 1.044e-08 4.856e-10 1.861e-09 6.912e-02 1.273e-01 8.585e-09 4.849e-02 1.980e-10 3.385e-10 8.874e-03 +75 TP 26 1.398e-09 6.228e-10 6.584e-10 1.599e-09 6.367e-10 6.388e-04 2.243e-02 6.341e-10 5.592e-03 4.972e-06 2.093e-09 8.528e-03 6.221e-04 9.857e-04 1.473e-02 1.056e-09 6.213e-04 9.332e-10 2.308e-06 8.133e-03 6.632e-10 2.659e-09 7.129e-03 5.748e-03 6.383e-03 9.073e-01 1.117e-02 1.022e-09 +75 TP 27 1.121e-07 3.359e-04 1.433e-03 1.571e-03 2.907e-05 5.145e-03 1.025e-01 1.912e-10 3.439e-02 2.725e-04 1.752e-09 6.605e-03 1.020e-02 1.516e-09 2.191e-02 1.254e-03 5.684e-11 1.096e-09 5.849e-10 1.576e-01 7.390e-10 1.211e-02 2.829e-02 4.691e-02 6.019e-02 1.441e-03 5.078e-01 7.387e-10 +75 TP 28 4.699e-03 5.564e-02 1.563e-01 8.737e-02 4.144e-03 1.702e-09 1.954e-10 4.660e-03 3.969e-07 1.141e-01 1.335e-03 1.786e-11 2.597e-09 6.743e-02 8.488e-11 4.656e-04 5.838e-05 2.036e-03 2.186e-03 5.211e-10 4.922e-02 4.364e-03 9.825e-04 2.362e-09 1.974e-10 2.327e-11 6.268e-10 4.450e-01 +76 IP 1 4.004e-09 +76 IP 2 6.662e-09 +76 IP 3 4.377e-01 +76 IP 4 5.767e-09 +76 IP 5 5.522e-02 +76 IP 6 1.052e-02 +76 IP 7 3.438e-09 +76 IP 8 3.436e-09 +76 IP 9 5.888e-09 +76 IP 10 3.491e-09 +76 IP 11 5.249e-02 +76 IP 12 4.279e-09 +76 IP 13 3.437e-09 +76 IP 14 3.913e-09 +76 IP 15 3.436e-09 +76 IP 16 2.316e-08 +76 IP 17 3.729e-01 +76 IP 18 4.072e-09 +76 IP 19 6.896e-03 +76 IP 20 4.689e-02 +76 IP 21 5.709e-09 +76 IP 22 4.379e-09 +76 IP 23 3.442e-09 +76 IP 24 3.983e-03 +76 IP 25 3.425e-03 +76 IP 26 4.144e-09 +76 IP 27 3.436e-09 +76 IP 28 3.442e-09 +76 IP 29 9.919e-03 +76 EP 1 1.586e-11 1.586e-11 1.630e-11 2.962e-11 1.358e-09 5.448e-10 1.766e-05 7.737e-02 8.985e-01 1.497e-02 4.372e-03 3.943e-03 6.645e-04 1.354e-09 3.146e-10 3.201e-10 5.386e-11 1.586e-04 9.460e-11 3.205e-11 1.015e-10 2.511e-11 3.800e-11 1.076e-07 1.664e-11 2.482e-11 1.632e-11 1.632e-11 1.643e-11 2.956e-11 1.629e-11 6.569e-11 1.617e-11 1.660e-11 1.592e-11 1.586e-11 1.634e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.590e-11 1.591e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 1.586e-11 3.939e-11 +76 EP 2 1.592e-11 1.592e-11 2.162e-11 3.974e-11 9.883e-10 9.800e-01 1.811e-02 4.153e-08 1.431e-03 3.725e-04 1.999e-05 7.510e-05 1.324e-05 9.801e-11 2.312e-11 1.916e-11 2.422e-11 1.740e-11 1.664e-11 1.642e-11 1.616e-11 1.682e-11 1.597e-11 1.603e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.593e-11 1.592e-11 1.608e-11 1.592e-11 1.595e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.592e-11 1.831e-11 +76 EP 3 1.462e-11 1.473e-11 1.162e-10 9.719e-01 2.640e-02 1.375e-03 1.620e-04 4.690e-05 1.240e-04 8.116e-06 2.664e-11 4.333e-11 2.175e-11 1.515e-11 2.409e-11 1.607e-11 1.474e-11 1.465e-11 1.462e-11 1.462e-11 1.462e-11 1.463e-11 1.469e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 1.462e-11 +76 EP 4 3.383e-11 3.383e-11 3.659e-11 5.820e-11 1.238e-08 2.581e-07 1.863e-05 9.832e-01 1.236e-02 1.085e-03 1.267e-03 1.435e-06 1.266e-03 6.907e-04 1.475e-09 1.412e-05 1.131e-10 2.953e-10 5.424e-10 7.885e-11 1.465e-05 4.483e-11 6.423e-11 5.508e-11 3.744e-11 3.435e-11 3.482e-11 3.459e-11 3.392e-11 4.373e-11 3.494e-11 4.009e-05 3.477e-11 3.657e-11 3.389e-11 3.384e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.385e-11 3.386e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 3.383e-11 9.613e-11 +76 EP 5 9.768e-12 9.768e-12 2.354e-11 1.166e-10 9.663e-01 2.995e-02 2.637e-03 9.120e-04 3.595e-09 1.536e-04 1.344e-10 2.832e-05 6.988e-11 1.320e-11 1.199e-11 1.008e-11 1.055e-11 9.856e-12 9.785e-12 9.778e-12 9.775e-12 9.781e-12 9.772e-12 9.777e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.770e-12 9.768e-12 9.769e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.768e-12 9.824e-12 +76 EP 6 2.967e-11 2.967e-11 3.802e-11 7.614e-11 1.563e-07 1.739e-08 9.926e-01 6.341e-03 7.251e-04 5.425e-08 3.567e-04 1.421e-09 2.460e-10 1.930e-10 1.281e-10 6.804e-10 1.529e-10 6.695e-11 3.981e-11 3.607e-11 3.228e-11 3.314e-11 4.132e-11 3.136e-11 2.986e-11 3.063e-11 3.145e-11 2.980e-11 2.985e-11 2.980e-11 2.977e-11 3.027e-11 2.972e-11 2.997e-11 2.969e-11 2.967e-11 3.015e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.971e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 2.967e-11 3.325e-11 +76 EP 7 5.208e-11 5.208e-11 5.209e-11 5.447e-11 5.531e-11 6.658e-11 6.241e-05 1.613e-04 1.570e-04 4.701e-10 1.246e-03 1.985e-10 2.473e-03 2.145e-03 1.989e-10 6.613e-03 3.074e-01 3.907e-01 2.292e-01 5.738e-02 1.039e-06 2.862e-10 2.515e-10 1.962e-06 2.831e-09 6.246e-10 4.251e-10 4.420e-10 3.551e-10 5.463e-10 1.966e-10 1.143e-10 1.011e-10 1.399e-10 1.976e-10 9.429e-11 7.438e-11 5.529e-11 5.272e-11 8.015e-11 1.072e-10 5.531e-05 5.333e-11 5.475e-11 5.221e-11 5.231e-11 6.600e-11 7.466e-11 5.868e-11 5.213e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.209e-11 5.209e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 2.408e-03 +76 EP 8 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.946e-10 2.946e-10 2.948e-10 2.951e-10 2.997e-10 2.978e-10 2.963e-10 2.966e-10 2.993e-10 3.004e-10 4.061e-10 3.608e-10 3.026e-10 3.142e-10 3.542e-10 3.093e-10 9.126e-05 3.253e-10 3.214e-10 3.877e-10 3.711e-10 3.961e-10 4.522e-10 9.344e-10 7.408e-10 7.451e-04 2.235e-03 1.405e-02 4.755e-02 9.265e-02 1.090e-01 1.029e-01 1.201e-01 1.204e-01 1.091e-01 8.385e-02 7.293e-02 4.562e-02 2.857e-02 1.827e-02 1.001e-02 6.774e-03 3.579e-03 4.127e-03 1.670e-03 2.945e-04 2.945e-04 2.945e-04 2.945e-04 2.945e-10 5.890e-04 5.890e-04 2.945e-10 2.945e-04 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 3.016e-10 3.016e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 2.945e-10 3.129e-03 +76 EP 9 5.080e-11 5.080e-11 5.162e-11 7.912e-11 1.370e-09 1.791e-09 5.562e-01 4.409e-01 3.854e-08 7.821e-07 2.283e-03 5.294e-04 8.001e-10 3.895e-06 2.683e-10 2.824e-10 5.290e-10 1.244e-10 2.775e-10 3.154e-10 1.115e-10 1.139e-10 5.807e-11 6.311e-11 5.161e-11 5.116e-11 5.094e-11 5.123e-11 5.105e-11 5.295e-11 5.129e-11 6.135e-11 5.105e-11 5.335e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.082e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.602e-05 +76 EP 10 4.653e-11 4.653e-11 4.693e-11 5.058e-11 2.507e-10 1.087e-09 1.110e-09 2.215e-09 2.009e-08 5.162e-01 3.312e-01 1.203e-01 2.993e-02 1.398e-09 1.161e-03 2.244e-09 2.411e-09 7.407e-04 2.503e-04 4.935e-09 6.467e-10 4.972e-10 1.113e-10 1.336e-04 6.994e-11 5.865e-11 5.174e-11 2.641e-10 2.820e-10 5.052e-11 4.205e-06 6.382e-11 1.424e-10 4.306e-05 4.655e-11 4.746e-11 4.655e-11 4.680e-11 4.653e-11 4.656e-11 4.673e-11 4.656e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.661e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 4.653e-11 3.557e-05 +76 EP 11 2.499e-11 2.499e-11 5.634e-11 1.810e-10 9.941e-01 5.198e-03 8.687e-10 6.673e-10 3.761e-04 1.543e-10 2.314e-04 6.226e-11 4.537e-05 3.573e-11 2.615e-05 3.994e-11 2.720e-11 2.621e-11 2.515e-11 2.510e-11 2.510e-11 2.552e-11 2.938e-11 2.502e-11 2.501e-11 2.500e-11 2.500e-11 2.500e-11 2.500e-11 2.500e-11 2.499e-11 2.501e-11 2.499e-11 2.500e-11 2.499e-11 2.500e-11 2.500e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.505e-11 +76 EP 12 2.905e-11 2.905e-11 2.914e-11 3.306e-11 5.600e-11 3.273e-04 1.257e-03 3.144e-03 7.861e-03 9.658e-02 7.637e-01 1.199e-01 8.879e-10 2.764e-03 3.089e-03 7.696e-04 2.413e-04 1.263e-04 1.617e-09 1.598e-04 2.956e-05 1.764e-10 1.206e-10 5.954e-11 3.876e-11 2.027e-05 3.032e-11 3.463e-11 9.683e-11 3.139e-11 3.288e-11 3.794e-11 3.167e-11 4.713e-11 3.241e-11 2.911e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 3.072e-11 3.309e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 1.736e-10 +76 EP 13 9.464e-11 9.464e-11 9.465e-11 1.033e-10 9.568e-11 9.895e-11 9.964e-11 1.550e-10 2.740e-09 4.286e-04 3.502e-10 3.073e-10 3.106e-04 4.571e-04 4.028e-10 2.277e-04 2.021e-10 7.037e-10 2.701e-10 2.259e-10 8.085e-10 3.625e-02 1.700e-01 2.216e-01 2.127e-01 1.804e-01 1.021e-01 5.202e-02 1.890e-02 3.820e-03 4.900e-08 1.447e-09 2.693e-10 2.582e-10 2.741e-10 5.019e-05 3.374e-04 1.032e-04 1.331e-10 7.516e-05 8.095e-10 9.649e-05 1.207e-10 1.308e-10 9.578e-11 9.538e-11 1.749e-04 1.059e-10 1.115e-10 1.101e-10 9.465e-11 9.465e-11 9.473e-11 9.464e-11 9.505e-11 9.465e-11 9.464e-11 9.482e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.656e-11 9.657e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 9.464e-11 2.768e-10 +76 EP 14 8.166e-11 8.166e-11 8.566e-11 1.714e-10 1.169e-09 1.891e-09 1.390e-02 5.664e-01 3.114e-01 6.973e-02 3.273e-02 5.215e-03 1.399e-09 1.155e-05 6.153e-10 6.580e-10 5.298e-04 9.157e-10 1.842e-10 1.858e-10 1.848e-10 2.281e-10 1.963e-10 1.205e-10 8.281e-11 1.017e-10 1.189e-10 8.280e-11 8.408e-11 8.206e-11 8.238e-11 5.862e-05 8.218e-11 8.174e-11 8.170e-11 8.168e-11 8.176e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.271e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 8.166e-11 2.974e-10 +76 EP 15 6.997e-11 6.997e-11 6.999e-11 7.704e-11 7.658e-11 9.688e-11 9.439e-11 7.920e-10 9.819e-05 4.795e-10 2.572e-07 3.186e-04 7.618e-05 7.957e-04 2.683e-10 3.091e-10 2.056e-10 5.516e-10 1.210e-01 2.663e-01 2.886e-01 2.167e-01 8.579e-02 1.773e-02 2.319e-08 3.650e-10 2.115e-10 3.208e-10 4.549e-10 4.364e-04 5.508e-04 2.403e-10 1.070e-10 1.024e-10 5.590e-10 9.953e-11 1.068e-10 1.891e-10 7.189e-11 1.334e-10 1.648e-04 1.091e-07 7.553e-11 6.810e-05 7.065e-11 7.034e-11 9.848e-11 3.010e-10 7.550e-11 7.075e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.999e-11 6.997e-11 6.997e-11 6.998e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 7.003e-11 7.004e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 6.997e-11 1.355e-03 +76 EP 16 2.393e-11 2.393e-11 3.628e-11 7.716e-11 4.456e-08 9.394e-01 5.614e-02 4.431e-03 3.864e-07 1.143e-09 5.337e-09 8.179e-10 1.148e-10 7.514e-11 5.538e-11 7.349e-11 4.719e-11 3.837e-11 2.658e-11 2.580e-11 2.502e-11 2.525e-11 3.563e-11 2.427e-11 2.397e-11 2.408e-11 2.410e-11 2.395e-11 2.395e-11 2.395e-11 2.393e-11 2.414e-11 2.393e-11 2.396e-11 2.393e-11 2.393e-11 2.398e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.393e-11 2.470e-11 +76 EP 17 1.313e-10 1.970e-03 9.831e-01 1.413e-02 6.499e-06 6.345e-10 8.237e-04 2.097e-10 1.664e-10 2.064e-10 1.378e-10 1.404e-10 1.343e-10 1.314e-10 1.382e-10 1.326e-10 1.314e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 1.313e-10 +76 EP 18 6.250e-11 6.250e-11 6.272e-11 7.598e-11 8.552e-11 4.421e-04 1.845e-09 1.277e-09 9.479e-06 5.457e-09 5.037e-01 4.021e-01 8.754e-02 2.227e-09 6.736e-04 4.111e-03 5.984e-07 7.911e-04 8.573e-10 6.440e-10 1.843e-10 4.495e-10 1.818e-10 3.523e-10 1.313e-10 3.828e-10 8.195e-11 5.283e-10 9.157e-11 7.824e-11 9.624e-11 8.386e-11 1.099e-10 7.149e-11 6.504e-11 6.281e-11 7.401e-11 6.299e-11 6.250e-11 6.250e-11 6.250e-11 9.855e-11 6.698e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 6.250e-11 5.648e-04 +76 EP 19 2.758e-11 2.758e-11 2.790e-11 3.813e-11 8.657e-11 3.757e-07 2.395e-09 2.848e-03 8.510e-09 9.165e-01 7.346e-02 8.652e-05 5.690e-03 6.253e-04 7.138e-04 4.826e-05 3.311e-10 2.463e-10 2.889e-05 9.595e-11 8.920e-06 8.200e-11 9.547e-11 1.155e-10 3.359e-11 1.693e-09 2.949e-11 3.091e-11 3.325e-11 3.174e-11 2.913e-11 5.187e-11 2.823e-11 2.988e-11 2.837e-11 2.759e-11 2.923e-11 2.759e-11 2.758e-11 2.758e-11 2.758e-11 2.800e-11 2.833e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 5.352e-11 +76 EP 20 1.679e-11 1.679e-11 2.918e-11 4.183e-11 6.602e-02 9.229e-01 1.060e-02 4.394e-04 7.908e-10 4.059e-10 5.720e-05 8.832e-11 5.170e-11 7.798e-06 3.029e-11 3.811e-11 4.305e-11 2.039e-11 1.703e-11 1.694e-11 1.700e-11 1.681e-11 1.720e-11 1.680e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.680e-11 1.679e-11 1.685e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.679e-11 1.688e-11 +76 EP 21 1.136e-10 1.136e-10 1.136e-10 1.137e-10 1.647e-10 1.209e-10 8.006e-10 1.952e-04 2.576e-03 1.230e-09 5.467e-08 7.064e-10 2.030e-01 3.917e-01 2.592e-01 1.229e-01 1.311e-02 2.234e-08 1.314e-09 2.171e-03 1.539e-03 2.700e-04 1.247e-06 2.236e-04 4.310e-10 1.078e-04 1.923e-10 1.563e-04 1.243e-10 1.149e-04 1.581e-10 1.324e-10 7.327e-05 1.153e-10 1.607e-10 1.185e-10 1.257e-10 1.157e-10 1.136e-10 1.139e-10 3.091e-10 1.779e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.150e-10 1.123e-04 1.138e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 1.136e-10 2.489e-03 +76 EP 22 7.479e-11 7.479e-11 7.521e-11 8.004e-11 1.426e-10 6.126e-04 3.006e-09 1.914e-02 1.555e-01 8.176e-01 2.480e-08 9.577e-04 1.514e-07 5.659e-03 1.071e-08 1.103e-07 1.037e-08 4.684e-10 1.940e-04 1.474e-04 3.569e-10 4.004e-05 9.897e-05 1.336e-10 7.597e-11 3.001e-10 7.494e-11 7.818e-11 3.237e-05 9.007e-11 8.022e-11 1.116e-10 7.970e-11 7.440e-10 7.488e-11 7.482e-11 7.482e-11 7.479e-11 7.479e-11 7.482e-11 7.479e-11 7.524e-11 7.480e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 6.747e-09 +76 EP 23 5.134e-11 5.134e-11 5.271e-11 5.618e-11 2.892e-10 1.419e-03 2.047e-09 3.467e-08 9.494e-01 4.027e-02 8.653e-09 2.283e-03 3.531e-03 5.251e-04 3.630e-04 7.764e-04 1.273e-03 2.390e-05 1.285e-04 5.575e-08 9.332e-11 1.673e-10 8.342e-11 1.001e-10 6.665e-11 5.357e-11 5.538e-11 6.830e-11 5.339e-11 4.987e-05 9.117e-11 1.270e-10 7.658e-11 3.334e-10 5.135e-11 5.167e-11 5.136e-11 5.136e-11 5.134e-11 5.138e-11 5.144e-11 5.135e-11 5.134e-11 5.135e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.135e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 5.134e-11 3.712e-10 +76 EP 24 1.409e-11 1.409e-11 1.697e-11 3.166e-11 1.100e-03 2.197e-09 1.088e-01 8.456e-01 3.358e-02 8.755e-03 2.156e-03 3.536e-05 2.662e-09 9.827e-11 9.553e-11 4.440e-10 3.946e-11 3.574e-11 1.952e-11 1.568e-11 3.116e-11 1.697e-11 1.633e-11 1.717e-11 1.413e-11 1.437e-11 1.419e-11 1.414e-11 1.416e-11 1.438e-11 1.411e-11 3.284e-11 1.411e-11 1.424e-11 1.410e-11 1.409e-11 1.448e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.410e-11 1.410e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.409e-11 1.677e-11 +76 EP 25 3.073e-11 3.073e-11 3.078e-11 3.275e-11 3.792e-11 5.744e-10 3.207e-04 2.623e-03 2.239e-03 3.860e-09 7.940e-03 4.681e-10 4.039e-01 4.593e-01 1.234e-01 7.196e-10 7.021e-05 1.170e-06 6.589e-10 2.262e-09 2.081e-10 1.724e-10 1.684e-10 3.102e-06 6.820e-05 5.851e-11 4.361e-11 2.202e-10 4.165e-11 2.639e-05 1.332e-10 3.444e-11 1.337e-10 3.322e-11 2.657e-05 3.189e-11 3.402e-11 3.078e-11 3.092e-11 3.074e-11 3.075e-11 3.737e-11 3.110e-11 3.073e-11 3.073e-11 3.079e-11 3.073e-11 3.074e-11 3.074e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.073e-11 3.687e-10 +76 EP 26 3.407e-11 3.407e-11 3.412e-11 3.572e-11 4.607e-11 3.219e-04 2.206e-06 1.688e-09 2.305e-03 3.564e-09 3.063e-09 7.078e-01 2.748e-01 4.939e-10 1.735e-05 8.526e-03 4.076e-03 8.699e-04 2.963e-10 4.750e-04 2.676e-10 2.830e-04 9.504e-05 3.338e-10 1.540e-10 8.498e-11 3.831e-11 9.846e-11 4.214e-11 9.744e-11 4.904e-11 3.885e-11 6.468e-11 3.771e-11 7.704e-10 3.457e-11 3.565e-11 3.414e-11 3.409e-11 3.411e-11 3.742e-11 3.413e-05 3.418e-11 3.408e-11 3.407e-11 3.409e-11 3.417e-11 3.513e-11 3.409e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.407e-11 3.569e-04 +76 EP 27 1.259e-10 1.259e-10 1.260e-10 1.269e-10 1.261e-10 1.267e-10 1.288e-10 1.352e-10 2.017e-10 1.625e-10 1.413e-10 1.491e-10 1.548e-10 1.632e-10 5.578e-10 4.917e-04 2.809e-10 2.351e-10 5.887e-10 2.665e-10 3.651e-04 3.791e-10 3.650e-10 6.078e-10 6.762e-10 8.585e-03 7.107e-02 1.251e-01 1.426e-01 1.388e-01 1.184e-01 1.105e-01 7.175e-02 4.251e-02 2.470e-02 1.401e-02 4.972e-03 3.275e-03 9.692e-04 6.102e-05 3.335e-10 3.277e-10 3.256e-09 1.620e-10 1.428e-10 1.383e-10 3.216e-10 1.839e-10 2.936e-04 2.078e-10 1.263e-10 1.265e-10 1.313e-10 1.259e-10 1.578e-10 1.263e-10 1.259e-10 1.367e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-04 1.259e-04 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.213e-01 +76 EP 28 4.261e-11 4.261e-11 4.264e-11 4.464e-11 4.838e-11 6.138e-11 2.361e-04 7.625e-04 2.340e-03 3.497e-03 5.554e-03 2.963e-10 4.467e-10 3.037e-02 3.715e-01 4.406e-01 1.416e-01 1.957e-09 2.770e-10 3.520e-05 2.441e-03 2.813e-10 4.430e-10 6.986e-10 7.882e-05 1.641e-10 7.477e-11 7.732e-05 4.033e-10 4.720e-05 1.402e-10 6.280e-11 1.081e-05 8.111e-11 5.558e-11 3.560e-05 4.631e-05 4.322e-11 4.293e-11 4.413e-11 4.714e-11 1.941e-10 4.337e-11 4.283e-11 4.263e-11 4.265e-11 4.496e-11 5.105e-11 4.305e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 4.261e-11 7.374e-04 +76 EP 29 9.983e-12 9.983e-12 1.058e-05 1.895e-11 3.874e-09 6.896e-02 8.908e-01 3.575e-02 2.813e-03 1.419e-03 7.821e-09 1.940e-04 1.470e-10 5.544e-05 2.140e-11 4.154e-11 3.043e-06 1.497e-11 1.202e-11 1.079e-11 1.184e-11 1.026e-11 1.026e-11 1.016e-11 1.000e-11 9.993e-12 9.986e-12 9.989e-12 9.987e-12 1.005e-11 9.990e-12 1.097e-11 9.985e-12 1.003e-11 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 9.983e-12 1.088e-11 +76 TP 1 3.678e-01 3.405e-02 5.631e-04 7.506e-02 1.021e-02 1.017e-02 4.654e-03 6.373e-05 5.534e-02 2.643e-02 9.392e-04 3.969e-02 1.236e-03 7.746e-10 2.906e-03 7.463e-03 1.959e-11 3.188e-02 1.558e-01 1.635e-03 1.076e-04 2.176e-09 1.414e-09 6.156e-02 2.377e-02 1.891e-02 4.783e-04 1.069e-02 5.866e-02 +76 TP 2 2.646e-06 2.942e-01 4.004e-02 2.530e-03 3.285e-01 1.677e-02 2.835e-05 1.604e-11 8.327e-04 1.429e-05 8.383e-10 1.543e-09 3.357e-11 2.395e-04 4.968e-11 4.681e-04 4.161e-04 7.248e-10 1.240e-03 2.728e-01 1.269e-10 1.414e-09 1.500e-03 1.855e-06 2.615e-04 1.778e-10 4.441e-10 1.170e-04 4.001e-02 +76 TP 3 1.862e-03 6.723e-03 5.877e-01 6.734e-09 1.382e-01 7.030e-03 5.619e-05 1.482e-11 4.132e-10 1.357e-06 1.369e-01 3.186e-04 1.342e-05 6.544e-04 1.643e-05 3.569e-02 4.665e-02 1.812e-04 6.208e-04 2.245e-02 6.509e-11 1.824e-04 3.803e-10 5.808e-03 2.241e-04 1.326e-05 1.466e-11 5.964e-05 8.580e-03 +76 TP 4 8.060e-02 3.513e-02 9.785e-10 2.288e-01 1.056e-02 7.521e-10 1.440e-10 4.152e-11 1.139e-01 1.303e-03 4.477e-10 4.563e-05 7.291e-11 1.730e-02 2.683e-10 6.194e-09 9.225e-10 1.128e-03 1.376e-09 2.604e-09 1.422e-08 2.119e-09 2.150e-08 2.813e-01 1.895e-09 2.303e-03 1.363e-10 1.043e-09 2.277e-01 +76 TP 5 1.549e-10 3.675e-02 1.892e-01 2.703e-10 4.945e-01 8.560e-06 5.030e-11 5.009e-11 4.176e-08 9.716e-11 1.492e-01 9.755e-06 3.599e-11 1.668e-06 7.618e-11 3.296e-02 3.114e-03 5.902e-11 1.088e-10 8.380e-02 1.558e-10 1.385e-10 1.460e-10 1.097e-06 3.976e-05 7.151e-11 1.114e-11 9.737e-11 1.035e-02 +76 TP 6 1.739e-01 1.146e-06 1.101e-03 1.509e-04 7.082e-03 1.588e-01 4.108e-03 7.507e-11 6.292e-09 1.842e-02 1.580e-02 3.482e-02 2.327e-04 8.263e-02 1.779e-03 6.631e-02 1.151e-04 2.532e-02 7.994e-02 8.202e-04 5.715e-10 3.604e-03 1.550e-07 2.749e-01 2.374e-02 1.706e-02 7.641e-05 9.085e-03 1.942e-04 +76 TP 7 1.861e-05 1.674e-03 5.367e-11 8.564e-03 2.724e-04 3.975e-06 4.583e-01 9.496e-04 1.044e-02 4.062e-02 6.738e-11 1.981e-02 3.042e-02 6.719e-07 9.987e-02 1.137e-10 5.209e-11 4.316e-10 1.932e-09 1.239e-10 1.127e-01 3.176e-09 1.938e-02 6.780e-04 1.893e-09 4.317e-02 8.876e-03 1.443e-01 1.331e-09 +76 TP 8 7.967e-10 2.959e-10 2.945e-10 3.018e-10 2.955e-10 3.014e-10 2.317e-03 8.502e-01 3.106e-10 9.581e-10 2.957e-10 1.593e-05 2.433e-02 3.079e-10 8.237e-03 2.961e-10 2.945e-10 3.213e-10 6.812e-10 2.950e-10 1.823e-03 7.747e-04 6.850e-04 3.062e-10 9.839e-04 1.924e-04 1.077e-01 2.771e-03 3.122e-10 +76 TP 9 4.477e-09 3.704e-01 1.208e-02 1.537e-02 1.232e-01 1.922e-09 2.860e-10 5.562e-11 1.412e-06 2.711e-03 8.548e-10 3.750e-09 6.497e-11 1.621e-02 1.261e-10 5.946e-09 2.248e-04 2.714e-04 2.891e-03 2.329e-02 2.426e-10 1.395e-06 7.708e-03 1.351e-08 3.773e-10 1.587e-09 3.492e-10 1.785e-04 4.255e-01 +76 TP 10 9.808e-09 4.599e-02 2.086e-04 1.283e-01 1.332e-02 4.238e-03 1.179e-09 8.878e-11 1.169e-01 4.100e-03 3.630e-10 2.480e-09 2.620e-10 2.283e-09 2.635e-06 3.312e-09 4.791e-11 1.081e-09 3.610e-02 8.345e-04 7.289e-09 3.008e-01 2.856e-01 5.675e-09 4.084e-03 2.027e-09 9.918e-10 7.570e-10 5.951e-02 +76 TP 11 2.464e-02 3.505e-02 8.573e-03 1.058e-09 3.821e-03 8.505e-02 3.689e-04 2.500e-05 2.016e-03 3.214e-04 2.684e-01 3.978e-03 9.254e-05 1.396e-02 1.456e-04 2.790e-01 6.540e-10 3.291e-03 8.997e-03 9.688e-02 3.213e-09 3.813e-03 1.227e-07 6.901e-02 2.488e-03 2.140e-03 2.979e-11 6.344e-04 8.729e-02 +76 TP 12 1.807e-02 1.590e-02 1.983e-08 3.824e-02 1.901e-03 7.552e-04 3.486e-10 8.610e-10 4.067e-02 1.546e-01 1.241e-10 3.947e-01 3.087e-10 2.132e-03 9.338e-10 6.022e-04 2.991e-11 1.573e-01 3.000e-02 1.757e-09 8.271e-10 5.688e-02 5.965e-02 7.483e-03 8.673e-06 7.508e-09 4.081e-09 8.541e-10 2.104e-02 +76 TP 13 3.053e-10 2.625e-04 9.574e-11 1.046e-03 8.541e-05 3.516e-10 5.537e-02 6.221e-03 1.480e-03 1.483e-02 1.184e-10 5.343e-03 5.992e-01 1.354e-10 1.555e-01 1.561e-10 9.465e-11 1.579e-10 2.503e-10 2.784e-10 2.526e-02 4.226e-10 4.954e-03 2.711e-10 3.156e-09 9.401e-03 9.771e-02 2.273e-02 6.921e-04 +76 TP 14 1.303e-08 4.470e-03 1.935e-03 2.417e-08 1.618e-02 2.307e-02 3.222e-02 3.370e-10 1.525e-06 8.519e-02 5.863e-03 1.898e-01 1.341e-05 5.980e-08 7.365e-03 2.632e-02 8.950e-11 1.019e-01 1.615e-01 3.643e-02 7.270e-05 3.379e-04 8.971e-09 9.806e-09 1.493e-01 1.084e-01 1.389e-09 4.964e-02 5.124e-07 +76 TP 15 3.965e-10 2.835e-04 7.098e-11 4.794e-03 1.027e-04 1.886e-10 1.530e-01 2.647e-03 5.378e-03 2.228e-02 1.441e-10 8.623e-03 1.009e-01 4.296e-10 5.331e-01 1.088e-10 6.997e-11 1.781e-10 2.118e-10 1.304e-10 6.190e-02 8.072e-10 1.037e-02 3.054e-10 1.453e-09 2.130e-02 2.300e-02 5.229e-02 1.259e-09 +76 TP 16 6.067e-02 9.883e-02 2.615e-02 6.432e-03 8.769e-02 8.432e-02 1.829e-03 2.467e-11 1.324e-02 3.224e-03 2.794e-02 1.527e-02 1.432e-04 3.832e-02 4.078e-04 1.623e-01 3.541e-10 1.322e-02 3.589e-02 4.822e-09 2.357e-10 5.931e-03 9.048e-03 1.329e-01 7.676e-03 7.517e-03 8.617e-05 3.124e-03 1.579e-01 +76 TP 17 3.316e-10 5.150e-04 4.123e-01 2.790e-10 1.871e-02 1.001e-03 1.327e-10 1.316e-10 6.255e-09 1.342e-10 3.260e-02 1.385e-10 1.318e-10 1.576e-04 1.328e-10 1.018e-02 5.210e-01 1.364e-10 1.346e-10 1.229e-03 1.338e-10 1.426e-10 1.361e-10 5.340e-04 1.345e-10 1.386e-10 1.316e-10 1.329e-10 1.783e-03 +76 TP 18 2.106e-02 2.044e-03 6.175e-04 6.598e-03 1.351e-03 1.156e-02 6.436e-02 6.812e-05 7.158e-03 2.885e-07 2.123e-10 5.007e-09 9.729e-03 8.828e-03 2.574e-02 2.825e-03 6.359e-11 5.637e-02 1.921e-02 5.316e-09 1.808e-09 3.034e-09 3.072e-03 9.054e-03 3.044e-01 3.215e-01 3.728e-03 1.206e-01 1.752e-05 +76 TP 19 1.227e-01 1.976e-02 2.318e-04 4.487e-02 5.438e-03 8.283e-03 1.420e-02 1.062e-04 3.183e-02 4.258e-02 5.119e-10 1.166e-01 2.657e-03 4.977e-09 6.406e-03 4.133e-03 2.807e-11 9.267e-02 2.339e-01 2.481e-09 2.225e-03 2.019e-02 3.556e-02 2.589e-02 5.867e-02 4.921e-02 1.315e-03 2.534e-02 3.525e-02 +76 TP 20 1.957e-02 2.769e-06 5.477e-03 1.079e-08 5.740e-02 1.276e-01 2.361e-05 1.729e-11 3.639e-06 1.462e-03 3.976e-02 7.132e-04 1.003e-10 1.167e-02 1.155e-10 2.139e-01 1.251e-10 7.929e-07 2.215e-03 3.078e-01 1.228e-10 2.630e-06 3.395e-08 7.552e-02 5.993e-10 1.260e-09 3.116e-05 5.270e-04 1.363e-01 +76 TP 21 1.717e-02 6.541e-03 1.778e-04 3.464e-02 1.664e-03 2.156e-09 5.777e-10 1.484e-10 2.019e-02 1.406e-01 1.607e-04 8.555e-02 4.931e-10 1.773e-03 5.211e-10 6.039e-04 1.271e-10 6.268e-10 8.251e-03 5.194e-09 2.153e-02 1.014e-08 5.023e-02 5.692e-04 3.666e-01 2.327e-01 5.652e-10 2.068e-09 1.094e-02 +76 TP 22 9.047e-02 2.912e-02 6.920e-04 6.020e-02 4.934e-03 6.453e-03 8.475e-10 1.503e-10 1.078e-01 2.587e-08 5.300e-10 3.773e-02 2.005e-05 1.743e-09 9.427e-10 4.657e-03 9.987e-11 1.212e-02 2.621e-01 2.779e-03 3.903e-09 2.365e-01 1.399e-01 3.620e-03 6.226e-09 7.888e-09 1.191e-05 5.646e-10 8.791e-04 +76 TP 23 2.498e-01 7.230e-02 1.224e-03 2.341e-01 2.151e-02 4.638e-05 4.185e-10 7.062e-11 1.540e-01 8.680e-09 5.060e-10 1.619e-09 3.147e-05 1.112e-09 2.030e-04 1.994e-09 5.191e-05 9.452e-10 2.171e-02 4.752e-03 2.802e-08 1.831e-05 1.345e-01 1.080e-02 2.438e-09 7.312e-10 1.757e-10 5.165e-10 9.499e-02 +76 TP 24 2.034e-01 5.917e-02 1.881e-03 3.281e-02 2.275e-02 1.065e-03 4.096e-07 1.552e-05 2.705e-07 1.054e-02 2.560e-03 1.033e-02 5.483e-04 5.704e-02 1.137e-03 1.414e-02 2.247e-11 1.067e-02 6.119e-02 6.668e-03 2.378e-09 6.848e-04 5.684e-09 3.379e-01 4.727e-03 4.649e-03 1.164e-04 2.402e-03 1.536e-01 +76 TP 25 8.126e-03 6.265e-03 1.048e-04 2.335e-02 9.546e-04 1.108e-03 4.820e-02 2.629e-04 2.286e-02 7.570e-02 7.361e-11 5.013e-02 7.026e-03 9.863e-10 1.861e-02 1.369e-04 3.161e-11 7.671e-10 1.258e-02 4.467e-10 4.262e-09 1.779e-08 3.691e-02 2.554e-09 4.316e-01 1.220e-01 2.149e-03 1.249e-01 7.057e-03 +76 TP 26 1.504e-02 1.150e-02 2.843e-09 2.853e-02 1.172e-03 2.352e-03 1.033e-02 1.775e-04 3.176e-02 1.388e-01 1.169e-10 1.698e-01 2.587e-03 5.342e-07 7.221e-03 1.687e-08 3.480e-11 1.894e-02 8.520e-03 5.205e-10 3.811e-10 2.019e-03 4.668e-02 9.439e-03 1.110e-01 3.554e-01 5.706e-04 1.974e-02 8.368e-03 +76 TP 27 3.363e-10 1.334e-10 1.268e-10 1.042e-03 2.427e-10 1.449e-10 2.536e-02 4.535e-02 8.540e-04 6.782e-03 1.255e-04 6.709e-04 1.380e-01 1.413e-10 3.619e-02 1.323e-10 1.260e-10 1.955e-10 3.757e-10 1.407e-10 1.346e-02 6.359e-10 3.495e-03 4.467e-10 9.414e-10 3.974e-03 7.153e-01 9.421e-03 5.680e-10 +76 TP 28 2.531e-04 2.739e-03 1.208e-09 1.099e-02 4.607e-04 1.317e-04 1.311e-01 8.283e-05 1.584e-02 4.079e-02 8.320e-10 2.279e-02 1.439e-02 2.325e-04 3.809e-02 1.330e-10 4.753e-11 8.201e-10 1.722e-05 1.217e-10 2.170e-01 8.294e-03 2.336e-02 2.787e-09 1.745e-09 3.468e-02 5.235e-03 4.335e-01 1.351e-07 +76 TP 29 4.257e-04 1.506e-01 8.172e-03 1.417e-02 7.722e-02 1.047e-01 4.670e-05 1.574e-11 3.145e-09 8.761e-04 3.197e-05 4.061e-04 3.811e-11 1.431e-02 6.176e-11 8.803e-03 2.933e-05 3.042e-10 1.435e-07 8.439e-02 7.922e-11 2.099e-03 6.691e-03 1.040e-01 3.659e-10 1.378e-05 8.366e-11 1.648e-10 4.230e-01 +77 IP 1 3.953e-09 +77 IP 2 5.403e-09 +77 IP 3 8.821e-03 +77 IP 4 1.806e-08 +77 IP 5 4.938e-02 +77 IP 6 2.329e-02 +77 IP 7 3.967e-09 +77 IP 8 3.953e-09 +77 IP 9 4.081e-09 +77 IP 10 1.368e-08 +77 IP 11 4.200e-03 +77 IP 12 3.789e-01 +77 IP 13 3.953e-03 +77 IP 14 3.556e-03 +77 IP 15 8.756e-09 +77 IP 16 3.953e-09 +77 IP 17 1.284e-08 +77 IP 18 7.781e-02 +77 IP 19 4.909e-02 +77 IP 20 7.630e-09 +77 IP 21 3.813e-01 +77 IP 22 3.980e-09 +77 IP 23 3.955e-09 +77 IP 24 1.617e-02 +77 IP 25 4.572e-09 +77 IP 26 3.584e-03 +77 IP 27 6.655e-09 +77 IP 28 4.447e-09 +77 IP 29 3.961e-09 +77 IP 30 3.957e-09 +77 IP 31 4.934e-09 +77 EP 1 1.897e-10 1.897e-10 1.897e-10 1.903e-10 1.905e-10 1.897e-10 2.717e-10 1.905e-10 2.461e-10 1.928e-10 1.962e-10 1.977e-10 2.014e-10 2.007e-10 2.040e-10 2.052e-10 1.876e-09 2.328e-10 5.003e-10 1.526e-04 3.442e-10 1.401e-04 1.155e-08 2.131e-04 4.143e-10 5.397e-10 3.810e-10 3.716e-10 9.940e-09 2.974e-03 3.623e-02 9.498e-02 1.311e-01 1.313e-01 1.205e-01 1.048e-01 9.078e-02 7.625e-02 5.726e-02 4.494e-02 3.433e-02 2.508e-02 1.549e-02 7.207e-03 6.019e-03 3.420e-03 3.226e-03 3.257e-03 1.517e-03 5.690e-04 5.692e-04 1.707e-03 2.256e-04 5.690e-04 1.897e-10 1.897e-10 1.897e-04 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-04 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-04 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.929e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 1.897e-10 4.568e-03 +77 EP 2 1.507e-11 1.507e-11 1.530e-11 1.885e-11 1.331e-10 5.029e-03 3.249e-03 1.293e-01 7.525e-01 9.439e-02 1.259e-02 1.460e-06 2.775e-03 1.676e-04 1.497e-05 9.529e-11 7.360e-11 6.942e-11 1.251e-10 5.402e-11 5.283e-11 1.378e-10 2.524e-11 2.014e-11 1.679e-11 3.234e-11 1.566e-11 1.538e-11 1.530e-11 1.753e-11 1.521e-11 1.510e-11 1.522e-11 1.508e-11 1.508e-11 1.507e-11 1.522e-11 1.507e-11 1.507e-11 1.508e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.507e-11 1.995e-11 +77 EP 3 1.467e-11 1.467e-11 2.111e-11 3.699e-11 7.163e-10 9.869e-01 1.297e-02 5.506e-07 4.349e-05 3.542e-10 1.426e-10 7.986e-07 5.900e-05 6.455e-05 3.814e-11 1.642e-11 1.845e-11 1.533e-11 1.622e-11 1.843e-11 1.559e-11 1.568e-11 1.583e-11 1.469e-11 1.469e-11 1.470e-11 1.478e-11 1.468e-11 1.468e-11 1.470e-11 1.468e-11 1.467e-11 1.468e-11 1.467e-11 1.468e-11 1.467e-11 1.468e-11 1.467e-11 1.467e-11 1.468e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.468e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.467e-11 1.473e-11 +77 EP 4 1.852e-11 1.852e-11 1.885e-11 2.210e-11 2.089e-10 1.187e-09 1.108e-02 9.635e-01 8.060e-03 1.338e-02 3.805e-03 5.582e-10 9.169e-10 3.493e-10 4.280e-05 1.219e-04 6.005e-11 4.689e-11 4.699e-11 6.609e-11 4.144e-11 5.098e-11 6.347e-11 1.911e-11 1.987e-11 2.174e-11 2.044e-11 1.858e-11 1.853e-11 2.524e-11 1.853e-11 1.852e-11 1.862e-11 1.852e-11 1.852e-11 1.852e-11 1.859e-11 1.852e-11 1.852e-11 1.975e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.857e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 1.852e-11 2.006e-11 +77 EP 5 9.368e-12 9.370e-12 3.148e-11 1.217e-10 9.605e-01 3.689e-02 2.158e-03 7.912e-08 2.838e-04 1.456e-04 4.693e-05 5.738e-11 2.359e-11 1.915e-10 2.337e-11 9.486e-12 9.506e-12 9.408e-12 9.452e-12 9.582e-12 9.493e-12 9.502e-12 9.417e-12 9.369e-12 9.369e-12 9.370e-12 9.370e-12 9.368e-12 9.389e-12 9.369e-12 9.368e-12 9.368e-12 9.369e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.368e-12 9.370e-12 +77 EP 6 2.002e-11 2.002e-11 2.471e-11 3.601e-11 7.792e-03 4.416e-07 7.209e-01 2.635e-01 8.344e-04 6.490e-03 6.392e-10 3.255e-04 2.992e-10 1.044e-06 3.078e-05 4.138e-11 3.892e-11 5.734e-11 5.514e-11 3.192e-05 3.165e-09 1.799e-05 2.521e-11 2.550e-11 2.056e-11 2.189e-11 2.041e-11 2.014e-11 2.038e-11 2.050e-11 2.011e-11 2.003e-11 2.008e-11 2.002e-11 2.004e-11 2.002e-11 2.028e-11 2.002e-11 2.002e-11 2.003e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.002e-11 2.078e-11 +77 EP 7 3.497e-11 3.497e-11 3.497e-11 4.598e-11 4.739e-11 7.131e-11 1.068e-10 9.282e-04 2.367e-03 3.549e-10 2.504e-03 6.810e-03 2.541e-10 4.369e-10 3.790e-01 4.790e-01 1.252e-01 1.224e-09 3.180e-10 1.855e-03 1.208e-06 9.462e-05 4.838e-10 6.639e-04 2.247e-04 2.325e-10 3.489e-04 2.445e-09 1.664e-05 5.768e-11 3.772e-10 3.630e-10 7.954e-11 4.824e-05 5.729e-11 3.679e-11 5.598e-11 5.955e-11 3.510e-11 4.350e-11 3.557e-11 3.673e-11 3.503e-11 3.499e-11 1.173e-10 4.378e-11 5.305e-11 3.762e-11 3.499e-11 3.497e-11 3.497e-11 3.497e-11 3.498e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.860e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 3.497e-11 9.639e-04 +77 EP 8 7.987e-11 7.987e-11 7.987e-11 8.962e-11 8.386e-11 8.103e-11 1.068e-10 9.751e-11 7.985e-05 2.049e-10 1.278e-04 3.501e-10 1.807e-04 6.174e-04 1.789e-10 3.374e-10 1.855e-10 5.737e-10 1.917e-10 2.140e-10 1.235e-09 8.433e-02 2.208e-01 2.430e-01 2.146e-01 1.570e-01 5.853e-02 1.777e-02 7.388e-07 4.350e-10 2.731e-10 1.945e-10 5.107e-10 1.805e-04 4.326e-04 2.144e-10 3.720e-04 1.684e-10 1.098e-10 4.658e-09 1.804e-08 8.465e-11 9.663e-11 1.098e-10 8.294e-11 8.834e-11 9.675e-11 8.861e-11 8.228e-11 7.991e-11 7.991e-11 8.303e-11 8.176e-11 8.123e-11 7.987e-11 7.987e-11 7.990e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.990e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.990e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 1.435e-09 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.987e-11 7.988e-11 7.987e-11 7.987e-11 7.987e-11 2.073e-03 +77 EP 9 2.120e-11 2.120e-11 2.127e-11 6.946e-11 4.949e-11 1.362e-09 4.278e-04 7.894e-10 2.020e-09 9.146e-01 6.421e-02 9.231e-03 9.112e-03 1.828e-03 3.724e-04 4.552e-10 1.793e-10 8.068e-05 3.650e-10 4.140e-05 8.599e-11 1.036e-04 3.124e-11 1.186e-05 4.082e-11 3.235e-11 2.624e-11 2.259e-11 2.549e-11 2.936e-11 2.421e-11 2.172e-11 2.371e-11 2.144e-11 2.171e-11 2.120e-11 2.271e-11 2.122e-11 2.120e-11 2.269e-11 2.120e-11 2.121e-11 2.120e-11 2.120e-11 2.121e-11 2.120e-11 2.125e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 2.120e-11 6.056e-11 +77 EP 10 1.999e-11 1.999e-11 2.096e-11 3.416e-11 3.628e-07 8.355e-02 9.155e-01 9.665e-05 1.239e-04 9.788e-07 6.757e-04 7.935e-10 2.320e-10 8.360e-10 1.891e-10 3.390e-11 2.759e-11 2.674e-11 2.398e-11 6.826e-06 3.213e-11 3.923e-11 3.129e-11 2.031e-11 2.004e-11 2.083e-11 2.006e-11 2.000e-11 2.001e-11 2.007e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 2.011e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 2.011e-11 +77 EP 11 3.989e-11 3.989e-11 3.995e-11 3.862e-05 8.027e-11 2.596e-10 1.791e-04 8.199e-04 5.334e-03 2.453e-09 8.405e-01 1.466e-01 6.967e-10 4.153e-03 1.253e-03 5.449e-04 2.927e-04 2.127e-04 1.501e-09 1.972e-10 9.482e-05 1.582e-10 1.163e-10 8.876e-11 6.548e-05 9.387e-10 4.489e-11 4.165e-11 9.115e-11 7.092e-11 8.402e-11 4.012e-11 1.277e-10 4.024e-11 4.062e-11 3.993e-11 4.044e-11 3.991e-11 3.991e-11 4.243e-11 3.990e-11 3.990e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 3.989e-11 1.316e-10 +77 EP 12 1.374e-10 1.099e-03 9.835e-01 1.524e-02 1.890e-05 3.658e-10 3.217e-10 3.494e-10 1.477e-10 1.494e-10 1.461e-04 1.458e-10 1.376e-10 1.410e-10 1.380e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 +77 EP 13 5.860e-11 5.860e-11 5.860e-11 5.181e-10 6.631e-11 6.287e-11 7.663e-11 1.395e-10 5.438e-05 1.640e-10 4.043e-04 1.449e-03 4.137e-05 6.193e-10 1.524e-10 3.332e-10 1.833e-10 5.321e-10 1.604e-01 3.049e-01 2.808e-01 1.843e-01 5.939e-02 7.343e-03 4.078e-10 2.110e-10 4.195e-10 7.856e-10 7.918e-10 1.117e-05 1.425e-09 1.464e-10 2.858e-09 2.658e-04 4.058e-05 1.449e-10 1.243e-05 1.133e-05 6.361e-11 8.271e-11 6.267e-11 6.091e-11 5.986e-11 5.955e-11 6.813e-11 5.685e-05 5.820e-05 6.206e-11 6.022e-11 5.860e-11 5.860e-11 5.873e-11 5.883e-11 5.866e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 4.733e-05 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 5.860e-11 4.139e-04 +77 EP 14 5.639e-11 5.639e-11 5.667e-11 6.182e-11 1.937e-10 1.614e-03 4.726e-10 1.178e-08 5.293e-01 3.814e-01 8.280e-02 9.729e-09 1.043e-08 4.571e-03 6.312e-10 9.261e-10 2.989e-10 5.689e-10 8.995e-10 2.986e-10 2.376e-10 1.251e-10 9.175e-05 1.203e-04 1.875e-10 6.070e-11 1.212e-10 6.658e-11 6.349e-11 6.302e-11 6.097e-11 5.681e-11 6.097e-11 5.640e-11 6.413e-11 5.645e-11 5.451e-05 5.643e-11 5.641e-11 5.641e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 5.639e-11 1.235e-10 +77 EP 15 4.690e-11 4.690e-11 4.690e-11 7.270e-11 7.421e-11 5.783e-11 7.462e-11 1.210e-04 3.676e-09 1.647e-09 5.584e-10 2.049e-03 4.894e-10 3.179e-10 1.742e-10 2.734e-04 3.390e-01 4.070e-01 2.098e-01 3.720e-02 7.365e-10 3.122e-10 5.510e-10 1.386e-03 2.683e-04 2.261e-10 4.299e-04 1.323e-04 4.067e-04 1.173e-10 1.788e-10 2.426e-10 4.300e-06 7.614e-10 1.116e-10 5.158e-11 9.483e-11 9.468e-11 4.742e-11 5.578e-11 4.814e-11 5.053e-11 4.724e-11 4.700e-11 4.607e-05 1.284e-10 8.524e-11 4.978e-11 4.698e-11 4.690e-11 4.690e-11 4.691e-11 4.694e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 2.579e-10 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 4.690e-11 1.809e-03 +77 EP 16 1.089e-10 1.089e-10 1.089e-10 1.111e-10 1.208e-10 1.094e-10 1.240e-10 1.137e-10 1.488e-10 1.201e-10 1.303e-10 1.440e-10 2.719e-10 2.368e-10 1.525e-10 1.460e-10 6.938e-05 4.587e-04 2.530e-10 3.401e-10 4.682e-10 3.252e-10 2.920e-10 3.518e-10 1.094e-03 5.198e-02 1.570e-01 1.835e-01 1.840e-01 1.649e-01 1.232e-01 7.160e-02 3.671e-02 1.431e-02 5.763e-03 3.889e-03 9.307e-04 4.240e-10 2.941e-10 1.821e-10 2.301e-10 1.590e-10 1.645e-10 2.660e-10 1.129e-10 1.162e-10 1.866e-10 5.049e-10 1.483e-10 1.104e-10 1.102e-10 1.157e-10 1.180e-10 2.304e-10 1.089e-10 1.089e-10 1.102e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.102e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.102e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.529e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 1.089e-10 6.222e-04 +77 EP 17 5.667e-11 5.667e-11 5.687e-11 6.134e-11 1.454e-04 4.200e-04 2.693e-03 7.291e-03 3.790e-03 2.425e-09 4.907e-01 3.597e-01 9.686e-02 2.933e-02 7.409e-03 2.699e-09 1.281e-03 1.044e-09 5.500e-10 2.366e-10 2.165e-09 4.513e-10 1.777e-10 1.490e-10 1.458e-04 8.758e-11 1.254e-06 9.128e-11 2.143e-10 1.422e-10 2.180e-05 6.584e-11 6.568e-11 5.818e-11 6.253e-11 5.713e-11 8.554e-11 5.688e-11 5.669e-11 7.818e-11 5.674e-11 5.672e-11 5.667e-11 5.667e-11 5.684e-11 5.667e-11 5.667e-11 5.668e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.668e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 5.667e-11 2.374e-04 +77 EP 18 3.387e-11 3.387e-11 6.301e-11 2.881e-10 9.988e-01 2.452e-07 7.095e-04 2.178e-08 4.074e-08 1.420e-10 2.035e-04 1.954e-04 5.436e-11 4.244e-11 9.723e-05 4.058e-11 3.570e-11 3.558e-11 3.506e-11 3.730e-11 3.631e-11 3.761e-11 3.392e-11 3.420e-11 3.387e-11 3.388e-11 3.388e-11 3.387e-11 3.423e-11 3.387e-11 3.387e-11 3.387e-11 3.388e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.387e-11 3.388e-11 +77 EP 19 1.157e-11 1.157e-11 2.174e-11 3.871e-11 8.948e-07 9.629e-01 3.516e-02 4.065e-09 1.844e-03 9.941e-11 8.973e-05 7.953e-10 1.706e-09 7.032e-11 9.056e-11 1.377e-11 1.320e-11 1.484e-11 1.397e-11 2.353e-11 2.086e-11 2.523e-11 1.218e-11 1.174e-11 1.158e-11 1.164e-11 1.158e-11 1.157e-11 1.166e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.157e-11 1.159e-11 +77 EP 20 8.839e-11 8.839e-11 8.839e-11 8.893e-05 1.080e-10 1.645e-04 8.764e-05 7.969e-04 4.709e-03 5.333e-10 1.215e-09 2.087e-01 4.937e-01 2.243e-01 6.171e-02 3.320e-09 1.530e-09 1.180e-03 1.766e-09 3.277e-03 1.140e-09 6.271e-05 2.992e-04 7.133e-10 3.900e-10 9.816e-10 1.168e-04 9.176e-10 2.330e-10 2.333e-05 3.449e-09 7.755e-10 2.459e-05 3.717e-05 7.962e-10 9.084e-11 8.936e-11 8.964e-11 8.844e-11 1.353e-10 8.857e-11 8.842e-11 8.839e-11 8.839e-11 8.940e-11 8.839e-11 9.987e-11 8.840e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 8.839e-11 6.545e-04 +77 EP 21 1.617e-11 1.654e-11 1.328e-10 9.760e-01 2.192e-02 1.483e-03 3.164e-04 3.041e-04 4.978e-11 4.751e-11 8.991e-11 2.881e-11 1.742e-11 4.429e-11 2.004e-11 1.625e-11 1.621e-11 1.620e-11 1.619e-11 1.623e-11 1.622e-11 1.625e-11 1.618e-11 1.618e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.619e-11 1.617e-11 1.617e-11 1.617e-11 1.618e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 1.617e-11 +77 EP 22 5.570e-10 5.570e-10 5.570e-10 5.760e-10 9.884e-10 7.255e-10 6.675e-03 5.710e-09 2.227e-02 8.274e-01 1.160e-01 1.358e-02 2.799e-03 1.112e-03 7.214e-03 8.717e-09 1.838e-03 4.736e-09 1.747e-09 2.325e-09 1.133e-09 9.883e-10 1.684e-09 2.143e-04 9.082e-10 9.316e-10 6.979e-04 1.433e-09 6.976e-10 2.537e-04 9.234e-10 2.427e-09 8.435e-10 7.678e-10 1.099e-09 5.967e-10 5.961e-10 6.721e-10 7.293e-10 5.740e-10 5.646e-10 5.583e-10 5.589e-10 5.581e-10 5.900e-10 5.724e-10 5.691e-10 5.618e-10 5.582e-10 5.570e-10 5.570e-10 5.573e-10 5.571e-10 5.573e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.921e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 5.570e-10 1.983e-09 +77 EP 23 7.083e-11 7.083e-11 7.088e-11 8.233e-11 1.196e-10 5.696e-10 6.967e-10 3.327e-09 5.629e-01 3.848e-01 4.283e-02 2.671e-09 1.869e-09 3.400e-03 3.234e-03 1.241e-09 7.625e-10 1.641e-03 3.914e-04 5.008e-04 2.232e-05 5.529e-10 1.260e-10 1.315e-10 1.665e-10 2.572e-05 9.258e-05 7.736e-11 7.566e-11 6.276e-05 7.163e-11 7.120e-11 7.522e-11 7.103e-11 7.126e-11 7.084e-11 7.089e-11 7.087e-11 7.089e-11 6.963e-05 7.084e-11 7.085e-11 7.083e-11 7.083e-11 7.175e-11 7.085e-11 7.083e-11 7.084e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 7.083e-11 1.476e-10 +77 EP 24 2.361e-11 2.361e-11 2.382e-11 2.835e-11 1.381e-03 1.004e-03 1.086e-03 9.072e-01 8.622e-02 2.578e-05 1.272e-03 1.781e-03 7.352e-10 4.349e-09 1.899e-10 1.513e-10 5.783e-11 6.437e-11 1.265e-10 5.268e-11 1.071e-10 9.592e-11 4.411e-11 3.550e-11 2.625e-11 5.688e-11 2.595e-11 2.441e-11 2.401e-11 2.431e-11 2.368e-11 2.362e-11 2.371e-11 2.362e-11 2.373e-11 2.362e-11 3.311e-11 2.363e-11 2.361e-11 2.362e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.361e-11 2.643e-11 +77 EP 25 1.799e-10 1.799e-10 1.800e-10 1.868e-10 6.081e-10 3.329e-09 1.090e-03 3.613e-02 9.591e-01 2.339e-07 4.627e-09 2.848e-09 1.868e-03 8.716e-10 2.552e-09 1.545e-09 6.658e-04 6.259e-04 4.836e-10 2.695e-04 2.566e-10 3.099e-10 2.169e-04 2.035e-10 1.909e-10 2.215e-10 2.110e-10 1.927e-10 1.827e-10 2.178e-10 1.827e-10 1.814e-10 1.874e-10 1.807e-10 1.894e-10 1.805e-10 1.851e-10 1.806e-10 1.803e-10 1.811e-10 1.800e-10 1.801e-10 1.799e-10 1.799e-10 1.803e-10 1.800e-10 1.800e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.800e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 1.799e-10 2.503e-10 +77 EP 26 3.083e-11 3.083e-11 3.085e-11 3.737e-11 5.570e-11 1.321e-04 7.749e-10 3.113e-03 5.657e-03 3.252e-10 2.143e-02 4.833e-01 4.703e-01 1.453e-02 5.194e-10 2.218e-04 1.733e-09 6.053e-04 3.415e-04 2.900e-10 7.124e-05 3.044e-05 1.043e-09 1.027e-04 7.760e-11 9.910e-11 1.131e-10 3.480e-11 6.807e-11 3.899e-11 1.779e-10 5.236e-05 6.410e-11 3.284e-11 3.210e-11 3.138e-11 3.714e-11 3.100e-11 3.088e-11 3.080e-05 3.094e-11 3.254e-11 3.083e-11 3.083e-11 3.084e-11 3.083e-11 3.083e-11 3.085e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 3.083e-11 1.103e-04 +77 EP 27 5.205e-11 5.205e-11 5.211e-11 9.193e-11 7.866e-11 2.755e-10 4.512e-04 8.420e-04 2.114e-09 1.994e-09 5.816e-01 4.126e-01 4.925e-09 8.361e-09 1.702e-03 2.346e-09 9.716e-10 2.021e-03 1.186e-04 6.314e-10 1.042e-09 3.269e-10 2.371e-04 3.864e-10 1.393e-10 2.239e-10 1.662e-10 6.803e-11 1.135e-10 8.522e-11 6.577e-11 7.166e-11 4.894e-05 6.193e-11 8.172e-11 5.212e-11 5.231e-11 5.223e-11 5.206e-11 6.546e-11 5.206e-11 5.223e-11 5.205e-11 5.205e-11 5.220e-11 5.206e-11 5.248e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.206e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.206e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 5.205e-11 4.264e-04 +77 EP 28 1.094e-10 1.094e-10 1.095e-10 1.133e-10 2.224e-10 9.216e-10 2.689e-09 5.068e-02 9.164e-01 2.981e-02 1.188e-09 1.647e-09 1.366e-04 1.473e-03 9.635e-04 4.005e-09 1.458e-04 4.071e-10 2.816e-04 2.462e-10 6.877e-05 1.692e-10 1.447e-10 1.159e-10 1.134e-10 1.391e-10 1.221e-10 1.120e-10 1.099e-10 1.181e-10 1.095e-10 1.094e-10 1.095e-10 1.095e-10 1.096e-10 1.094e-10 1.101e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.142e-10 +77 EP 29 5.192e-10 5.192e-10 5.192e-10 5.239e-10 5.550e-04 5.220e-10 5.349e-10 5.677e-10 5.386e-10 5.600e-10 5.599e-10 1.202e-03 7.055e-04 8.628e-10 2.930e-04 3.498e-03 3.566e-03 2.454e-03 8.092e-03 5.094e-03 6.842e-03 8.741e-03 6.527e-03 9.693e-03 6.509e-03 7.946e-03 1.255e-02 8.318e-03 2.917e-03 5.328e-03 6.777e-03 6.084e-04 3.420e-03 4.434e-03 3.454e-03 3.021e-04 1.017e-03 1.436e-03 5.604e-04 1.065e-03 5.158e-04 1.944e-03 6.866e-04 5.797e-10 1.704e-03 6.696e-10 8.018e-10 4.288e-04 5.200e-10 5.192e-04 1.038e-03 5.200e-04 9.401e-04 5.193e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 5.192e-10 2.696e-03 5.192e-04 4.672e-03 2.077e-03 5.192e-04 5.192e-10 5.192e-10 5.192e-10 5.192e-04 5.192e-10 5.192e-10 5.192e-10 8.568e-01 +77 EP 30 3.422e-11 3.422e-11 3.423e-11 4.040e-11 5.789e-11 1.040e-10 3.507e-04 2.717e-03 1.666e-03 3.520e-10 7.964e-03 5.296e-10 1.751e-01 6.177e-01 1.924e-01 5.034e-10 5.115e-10 1.988e-09 7.579e-10 1.075e-09 1.102e-03 3.459e-04 3.570e-05 1.852e-09 4.755e-10 9.044e-11 8.475e-10 1.289e-10 6.902e-11 5.426e-11 1.655e-04 5.571e-11 5.991e-11 9.658e-11 4.022e-11 3.504e-11 4.558e-11 4.540e-11 3.427e-11 4.027e-11 3.522e-11 3.621e-11 3.423e-11 3.422e-11 3.760e-11 3.507e-11 4.814e-11 3.455e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.485e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 3.422e-11 4.571e-04 +77 EP 31 1.739e-11 1.739e-11 1.925e-11 2.700e-11 2.175e-10 1.439e-09 9.788e-01 1.424e-02 5.986e-03 6.709e-04 1.993e-09 1.597e-04 1.088e-10 1.709e-04 2.046e-09 3.397e-11 3.584e-11 2.503e-11 2.449e-11 5.739e-10 2.125e-11 2.251e-11 4.752e-11 1.756e-11 1.778e-11 1.789e-11 1.861e-11 1.740e-11 1.740e-11 1.790e-11 1.739e-11 1.739e-11 1.742e-11 1.739e-11 1.739e-11 1.739e-11 1.740e-11 1.739e-11 1.739e-11 1.747e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.745e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.739e-11 1.816e-11 +77 TP 1 7.781e-01 3.534e-10 1.922e-10 4.326e-10 1.897e-10 2.225e-10 7.602e-03 3.478e-02 3.508e-10 2.093e-10 2.334e-09 1.897e-10 1.926e-02 2.049e-10 5.678e-03 1.451e-01 4.034e-10 1.897e-10 1.924e-10 2.525e-03 1.901e-10 9.806e-04 8.651e-04 2.795e-10 2.456e-10 1.142e-08 3.955e-03 3.090e-09 1.126e-03 6.526e-06 2.622e-10 +77 TP 2 2.618e-11 4.244e-01 5.574e-02 1.557e-01 1.576e-02 1.016e-02 6.981e-10 6.283e-11 1.178e-01 1.480e-02 1.793e-02 1.865e-11 1.154e-10 4.995e-02 1.926e-10 4.017e-11 2.383e-02 1.334e-10 1.756e-03 2.210e-09 8.201e-04 2.256e-10 3.760e-09 5.646e-09 8.783e-10 4.972e-03 8.281e-03 5.181e-07 1.172e-10 4.384e-04 9.764e-02 +77 TP 3 1.560e-11 3.969e-10 3.022e-01 4.699e-03 2.953e-01 3.870e-02 3.716e-10 1.772e-10 2.592e-10 3.944e-02 1.105e-10 2.225e-04 1.656e-05 2.031e-04 5.048e-11 2.718e-11 3.542e-10 4.789e-09 2.474e-01 6.572e-11 3.261e-02 1.507e-04 3.109e-10 1.126e-09 2.475e-10 1.620e-10 1.098e-10 9.578e-04 1.519e-11 1.079e-04 3.790e-02 +77 TP 4 4.786e-11 1.550e-03 1.398e-01 2.723e-01 3.842e-02 2.075e-03 2.908e-10 1.237e-05 3.660e-10 6.893e-02 8.166e-10 2.605e-11 2.523e-10 1.611e-02 1.607e-04 5.456e-11 4.436e-09 1.657e-10 3.363e-09 3.313e-09 3.037e-03 6.257e-10 3.919e-08 1.788e-01 8.352e-04 8.011e-10 6.730e-10 2.167e-02 3.954e-11 4.130e-04 2.558e-01 +77 TP 5 9.564e-12 4.837e-04 3.185e-02 1.027e-03 5.062e-01 1.471e-02 3.344e-11 3.960e-11 1.305e-05 1.063e-02 1.541e-07 2.524e-03 5.468e-05 1.560e-04 2.612e-11 3.238e-08 1.177e-08 1.087e-01 1.459e-01 7.438e-08 1.710e-01 6.376e-11 1.332e-10 1.224e-03 4.923e-10 1.542e-05 6.740e-11 6.989e-08 1.322e-11 1.197e-05 5.448e-03 +77 TP 6 1.151e-10 1.591e-01 9.806e-02 9.175e-02 5.430e-02 9.758e-02 9.012e-03 2.079e-04 6.022e-02 1.722e-02 2.557e-02 7.145e-05 1.700e-03 4.369e-02 5.116e-03 1.151e-04 2.614e-02 3.557e-05 3.363e-02 5.820e-10 5.739e-03 3.251e-10 2.335e-09 1.067e-01 5.655e-03 2.584e-02 1.509e-02 1.021e-09 1.372e-04 1.708e-02 1.002e-01 +77 TP 7 1.029e-03 1.850e-03 2.769e-03 1.956e-02 3.993e-04 2.946e-04 4.160e-01 1.414e-02 2.160e-02 9.326e-10 4.572e-03 3.541e-11 3.804e-02 2.647e-09 1.188e-01 4.276e-03 8.610e-04 9.115e-11 1.449e-10 1.094e-01 7.698e-11 3.362e-03 3.970e-02 6.510e-07 3.945e-03 4.194e-09 6.269e-02 2.264e-03 8.187e-04 1.225e-01 1.115e-02 +77 TP 8 1.619e-02 2.017e-10 1.130e-10 2.585e-03 8.065e-11 1.508e-10 3.128e-02 5.789e-01 3.366e-09 1.589e-10 1.197e-09 8.073e-11 1.489e-01 1.149e-10 5.370e-02 1.077e-01 3.740e-10 7.993e-11 1.181e-10 1.963e-02 7.904e-05 2.470e-03 1.348e-02 1.754e-10 9.570e-10 7.119e-10 1.281e-02 3.415e-10 1.587e-03 9.441e-03 1.248e-03 +77 TP 9 2.901e-11 2.009e-01 2.410e-02 6.431e-02 3.692e-03 5.797e-03 9.478e-03 2.469e-04 3.560e-01 9.142e-03 8.647e-02 3.510e-05 1.233e-03 6.027e-03 2.907e-03 7.091e-11 8.820e-02 6.611e-11 1.052e-04 4.340e-03 3.863e-05 9.167e-04 4.769e-02 1.046e-09 3.618e-10 1.871e-02 9.321e-03 1.428e-09 4.277e-11 1.718e-02 4.321e-02 +77 TP 10 2.844e-05 4.815e-02 4.322e-04 1.069e-02 2.681e-02 3.071e-01 7.094e-04 1.617e-04 6.676e-03 2.998e-01 2.246e-09 5.609e-09 1.722e-04 2.607e-02 2.523e-10 1.338e-05 3.545e-06 3.687e-07 1.034e-01 3.972e-10 2.711e-03 1.508e-09 1.271e-07 1.568e-01 1.252e-03 6.389e-09 2.795e-06 2.876e-08 7.862e-11 1.028e-03 7.935e-03 +77 TP 11 2.656e-04 8.641e-02 1.427e-02 5.743e-02 1.379e-03 4.860e-03 3.070e-09 1.842e-09 1.949e-01 6.077e-04 3.252e-01 4.023e-11 2.453e-09 3.762e-09 2.001e-09 3.810e-04 2.156e-01 1.530e-10 1.514e-09 9.726e-10 9.972e-05 1.705e-10 6.352e-02 3.930e-09 1.317e-09 3.399e-09 2.901e-09 1.178e-09 2.851e-10 4.407e-03 3.066e-02 +77 TP 12 1.346e-04 1.631e-10 4.212e-08 3.996e-10 1.761e-02 1.788e-03 1.451e-04 1.377e-10 1.461e-04 8.227e-04 1.002e-04 5.469e-01 1.398e-10 1.667e-10 1.436e-10 9.926e-10 1.411e-04 3.073e-02 9.119e-03 1.563e-10 3.918e-01 1.459e-10 1.530e-10 2.037e-04 1.511e-10 4.809e-10 1.632e-04 1.436e-10 1.515e-04 1.394e-10 3.832e-10 +77 TP 13 4.803e-03 2.682e-10 1.095e-03 8.274e-03 1.537e-04 1.297e-10 7.697e-02 9.348e-02 5.951e-03 2.369e-10 1.303e-09 5.894e-11 5.140e-01 1.857e-10 1.488e-01 2.737e-02 3.396e-10 1.651e-10 1.672e-10 3.755e-02 1.481e-10 2.329e-03 1.997e-02 1.926e-10 7.601e-04 1.179e-09 2.657e-02 6.725e-09 2.288e-03 2.645e-02 3.143e-03 +77 TP 14 3.953e-10 6.370e-09 1.542e-08 6.807e-06 4.026e-09 3.723e-02 8.459e-02 6.941e-03 1.217e-01 6.623e-06 1.267e-01 1.504e-10 2.016e-02 4.034e-02 4.133e-02 2.059e-03 1.272e-01 4.735e-10 1.628e-02 3.864e-06 9.653e-05 1.317e-09 8.780e-09 8.060e-09 1.273e-09 1.638e-01 7.478e-02 7.713e-09 3.536e-04 1.365e-01 4.025e-09 +77 TP 15 1.495e-03 4.592e-10 2.406e-03 1.394e-02 2.865e-10 1.522e-10 1.729e-01 3.270e-02 1.133e-02 1.960e-10 2.278e-03 4.690e-11 1.040e-01 5.276e-10 4.415e-01 1.012e-02 5.049e-10 8.523e-05 1.331e-10 6.994e-02 4.930e-11 2.691e-03 3.024e-02 3.413e-10 1.007e-03 4.899e-06 4.092e-02 4.454e-09 1.953e-03 5.355e-02 7.006e-03 +77 TP 16 8.145e-02 2.168e-10 7.551e-05 1.252e-03 1.100e-10 1.928e-10 1.414e-02 1.571e-01 2.469e-10 3.144e-10 7.545e-10 1.089e-10 4.905e-02 1.294e-10 2.269e-02 6.420e-01 1.972e-10 1.090e-10 1.484e-04 1.138e-02 1.089e-10 2.457e-03 6.149e-03 2.103e-10 2.291e-10 4.002e-10 5.103e-03 3.970e-10 1.716e-03 4.884e-03 3.743e-04 +77 TP 17 1.436e-09 9.841e-03 1.844e-02 3.010e-02 4.236e-03 1.451e-02 1.146e-01 9.933e-03 2.749e-03 3.144e-06 4.520e-09 5.711e-11 2.787e-02 6.987e-03 6.193e-02 3.026e-03 5.464e-03 2.167e-10 2.440e-04 1.953e-09 1.504e-10 2.736e-10 1.248e-02 1.115e-02 1.091e-02 3.764e-01 8.543e-02 2.444e-09 1.344e-03 1.621e-01 3.021e-02 +77 TP 18 3.389e-11 3.494e-02 9.697e-09 1.148e-02 1.004e-05 1.342e-01 1.101e-03 9.703e-05 8.951e-03 6.750e-02 4.743e-03 3.302e-08 9.158e-05 1.385e-02 6.780e-04 9.029e-11 4.958e-03 2.515e-01 3.944e-01 5.708e-09 6.865e-05 6.348e-07 7.739e-10 3.835e-02 1.066e-03 3.684e-03 3.183e-05 1.210e-09 3.479e-05 1.374e-03 2.693e-02 +77 TP 19 1.863e-11 4.274e-02 5.333e-02 1.689e-02 9.067e-02 1.712e-01 1.656e-03 8.055e-05 1.332e-02 9.207e-02 6.224e-03 7.845e-05 2.596e-04 1.593e-02 7.247e-04 6.966e-05 6.406e-03 3.380e-02 3.472e-01 2.153e-10 1.385e-02 5.197e-11 7.877e-10 4.400e-02 1.961e-03 5.072e-03 1.637e-03 3.874e-04 1.337e-05 2.693e-03 3.769e-02 +77 TP 20 1.191e-10 1.216e-03 1.392e-02 6.054e-02 2.745e-03 2.470e-03 4.231e-10 4.566e-10 6.481e-02 2.617e-03 7.130e-09 9.304e-11 5.001e-10 7.975e-10 4.096e-10 2.794e-10 1.113e-09 5.443e-10 7.018e-10 3.875e-02 2.088e-04 1.025e-03 9.489e-02 1.908e-03 1.544e-02 3.999e-01 2.565e-01 1.276e-02 1.307e-09 3.473e-09 3.030e-02 +77 TP 21 1.619e-11 2.026e-03 1.604e-09 6.034e-04 1.659e-01 1.314e-02 1.008e-04 1.636e-11 6.906e-04 4.380e-03 1.139e-04 4.712e-02 1.995e-05 8.602e-04 1.096e-04 1.631e-11 3.680e-04 1.187e-01 5.926e-02 3.821e-11 5.831e-01 2.980e-11 1.948e-08 1.584e-03 8.826e-05 1.648e-04 8.519e-05 1.998e-10 1.889e-11 8.256e-05 1.538e-03 +77 TP 22 7.106e-03 7.759e-09 6.442e-09 5.210e-09 4.250e-09 3.939e-09 7.023e-02 4.862e-02 7.861e-09 3.693e-09 2.753e-09 8.051e-10 7.046e-02 3.097e-08 7.641e-02 2.219e-02 5.049e-09 1.419e-09 3.341e-09 8.497e-09 2.230e-09 6.195e-01 8.826e-09 1.544e-03 5.837e-02 4.722e-09 2.844e-09 2.537e-08 1.032e-09 2.556e-02 4.001e-09 +77 TP 23 2.037e-10 4.329e-08 7.607e-02 3.430e-01 1.897e-02 1.476e-09 3.975e-04 2.244e-10 2.099e-09 3.721e-09 1.365e-09 8.044e-05 1.182e-05 2.322e-09 5.418e-04 1.867e-10 1.483e-09 2.392e-10 1.231e-09 6.798e-10 1.390e-03 5.142e-03 3.043e-02 3.352e-09 2.841e-09 7.919e-10 1.498e-09 3.335e-01 1.020e-10 5.993e-10 1.905e-01 +77 TP 24 5.505e-05 1.992e-01 2.476e-09 4.602e-02 9.978e-03 6.450e-02 1.132e-02 1.082e-03 6.441e-02 6.862e-02 3.028e-02 9.194e-11 3.549e-03 9.446e-02 6.876e-03 5.884e-04 2.593e-02 2.271e-07 3.192e-02 2.880e-09 2.286e-04 2.391e-04 3.570e-05 2.538e-01 2.227e-02 3.195e-02 1.463e-02 1.358e-09 1.229e-05 1.803e-02 3.311e-08 +77 TP 25 1.496e-03 9.919e-09 1.406e-05 1.175e-08 2.754e-09 4.179e-03 1.028e-02 2.496e-03 6.783e-09 7.352e-02 7.398e-09 1.832e-10 5.240e-03 5.174e-01 7.210e-03 1.452e-03 7.006e-03 5.530e-10 2.784e-07 3.886e-09 1.232e-09 2.648e-02 6.064e-09 1.877e-01 1.504e-01 5.194e-03 8.144e-09 3.764e-09 7.011e-10 4.568e-09 1.414e-08 +77 TP 26 6.839e-04 2.404e-02 6.175e-03 3.435e-02 9.110e-04 1.533e-03 5.305e-02 5.775e-03 4.716e-02 1.923e-09 4.916e-04 3.110e-11 1.432e-02 8.443e-10 2.460e-02 2.196e-03 2.550e-04 1.146e-10 3.503e-07 1.030e-09 1.430e-10 5.123e-10 5.181e-02 5.506e-10 2.997e-03 4.201e-01 1.499e-01 6.995e-10 1.608e-04 1.400e-01 1.948e-02 +77 TP 27 8.850e-11 6.720e-02 2.355e-02 8.859e-02 5.761e-03 1.792e-09 9.041e-10 4.351e-10 1.854e-01 1.096e-02 2.906e-01 5.252e-11 3.779e-04 6.594e-10 4.936e-10 2.805e-10 4.199e-02 1.520e-10 8.714e-04 6.616e-10 2.712e-04 5.408e-10 1.505e-01 4.659e-06 2.569e-03 1.541e-02 4.541e-02 1.285e-02 1.586e-04 8.192e-10 5.749e-02 +77 TP 28 1.816e-10 6.925e-03 5.977e-02 2.080e-01 1.329e-02 6.257e-05 7.986e-04 8.582e-04 2.568e-02 3.609e-02 6.032e-07 1.148e-10 2.967e-04 5.841e-09 6.177e-09 2.575e-10 3.410e-09 3.936e-10 5.629e-09 5.355e-09 3.982e-10 8.663e-03 1.459e-07 2.797e-02 2.577e-01 5.502e-09 1.250e-03 2.662e-01 1.458e-10 2.041e-08 8.648e-02 +77 TP 29 5.207e-03 9.172e-10 1.508e-03 2.713e-03 1.165e-04 1.451e-09 1.695e-02 9.181e-03 9.992e-10 3.889e-09 3.429e-09 6.290e-10 1.760e-02 6.597e-10 1.655e-02 5.995e-03 1.969e-09 5.319e-10 9.691e-10 1.817e-02 1.204e-03 1.371e-09 4.179e-03 7.906e-10 5.704e-10 5.628e-09 2.940e-03 9.495e-10 8.930e-01 1.570e-03 3.147e-03 +77 TP 30 3.555e-04 1.331e-02 5.041e-03 2.462e-02 4.763e-04 1.770e-03 1.395e-01 8.586e-03 3.154e-02 3.819e-09 1.117e-02 3.435e-11 2.477e-02 1.638e-09 4.928e-02 3.414e-03 2.841e-03 7.322e-11 3.272e-10 1.715e-01 4.891e-11 1.560e-03 4.563e-02 2.315e-03 2.097e-03 1.266e-09 6.386e-02 8.613e-08 4.253e-04 3.821e-01 1.393e-02 +77 TP 31 2.080e-05 1.009e-04 3.275e-01 4.569e-02 1.032e-01 1.625e-02 8.940e-10 1.142e-10 4.620e-05 1.929e-01 8.997e-04 2.545e-05 8.556e-11 3.421e-03 9.050e-11 3.747e-11 9.888e-04 2.948e-10 1.436e-06 4.191e-10 9.038e-03 2.034e-04 4.994e-03 3.509e-02 4.528e-10 3.559e-10 3.398e-09 4.782e-03 3.640e-11 2.518e-10 2.548e-01 +78 IP 1 4.000e-09 +78 IP 2 1.788e-08 +78 IP 3 4.804e-01 +78 IP 4 4.304e-09 +78 IP 5 7.496e-02 +78 IP 6 3.724e-03 +78 IP 7 4.000e-09 +78 IP 8 4.000e-09 +78 IP 9 4.000e-09 +78 IP 10 4.000e-09 +78 IP 11 1.880e-02 +78 IP 12 4.103e-09 +78 IP 13 5.079e-09 +78 IP 14 3.457e-01 +78 IP 15 4.000e-09 +78 IP 16 4.000e-09 +78 IP 17 4.001e-09 +78 IP 18 1.279e-02 +78 IP 19 4.000e-09 +78 IP 20 4.000e-09 +78 IP 21 4.026e-09 +78 IP 22 3.326e-03 +78 IP 23 4.010e-09 +78 IP 24 2.827e-02 +78 IP 25 2.798e-02 +78 IP 26 4.000e-09 +78 IP 27 4.002e-09 +78 IP 28 4.001e-09 +78 IP 29 4.000e-09 +78 IP 30 4.000e-09 +78 IP 31 4.021e-09 +78 IP 32 4.000e-09 +78 IP 33 4.001e-03 +78 EP 1 1.913e-11 1.913e-11 1.917e-11 3.215e-11 2.790e-10 9.207e-10 7.544e-06 1.426e-01 8.283e-01 3.853e-03 1.738e-02 7.219e-03 6.790e-04 1.408e-05 1.265e-09 1.687e-10 1.490e-10 3.951e-10 6.250e-11 4.296e-11 1.061e-10 3.160e-11 8.638e-11 2.394e-11 3.567e-11 2.097e-11 2.496e-11 2.027e-11 1.915e-11 2.580e-11 7.527e-11 1.916e-11 1.913e-11 1.913e-11 1.914e-11 1.913e-11 1.914e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 1.913e-11 2.142e-11 +78 EP 2 2.005e-11 2.005e-11 2.202e-11 5.100e-11 1.404e-09 9.902e-01 1.370e-05 7.706e-03 1.808e-03 1.007e-05 3.611e-10 9.816e-05 1.357e-04 6.585e-11 5.249e-11 9.583e-11 3.175e-11 2.453e-11 2.083e-11 2.182e-11 2.056e-11 2.033e-11 5.734e-06 2.027e-11 2.571e-11 2.030e-11 2.005e-11 2.005e-11 2.029e-11 2.007e-11 1.038e-10 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.025e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.005e-11 2.113e-11 +78 EP 3 1.816e-11 1.828e-11 1.426e-10 9.713e-01 2.660e-02 1.500e-03 5.645e-04 6.798e-05 5.506e-11 7.192e-11 3.705e-11 2.567e-11 2.993e-11 2.235e-11 1.841e-11 1.888e-11 1.852e-11 1.829e-11 1.817e-11 1.817e-11 2.042e-11 1.817e-11 1.820e-11 1.816e-11 1.896e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.817e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.816e-11 1.817e-11 +78 EP 4 6.417e-11 6.417e-11 6.422e-11 7.191e-11 9.400e-09 4.831e-09 7.253e-02 9.229e-01 2.750e-04 2.456e-09 3.029e-03 6.348e-04 6.285e-04 1.381e-09 5.671e-10 2.300e-09 1.204e-10 4.107e-10 8.183e-11 9.020e-11 1.182e-10 7.203e-11 7.468e-11 6.674e-11 8.611e-11 6.523e-11 6.464e-11 6.457e-11 6.475e-11 9.120e-11 6.650e-11 6.425e-11 6.423e-11 6.419e-11 6.418e-11 6.417e-11 6.417e-11 6.417e-11 6.418e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 6.417e-11 7.208e-11 +78 EP 5 1.087e-11 1.087e-11 2.005e-11 1.242e-10 9.794e-01 2.019e-02 7.934e-05 1.181e-04 1.061e-04 1.294e-05 6.651e-05 1.900e-05 5.076e-11 1.036e-05 1.273e-11 1.307e-11 1.133e-11 1.112e-11 1.088e-11 1.091e-11 1.093e-11 1.087e-11 1.152e-11 1.087e-11 1.218e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.122e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.087e-11 1.089e-11 +78 EP 6 1.618e-11 1.618e-11 1.634e-11 3.094e-11 1.345e-09 1.271e-09 9.981e-01 8.608e-04 2.126e-09 9.721e-04 2.569e-09 1.506e-09 3.877e-09 5.596e-11 6.637e-05 1.224e-06 4.791e-11 3.066e-11 1.994e-11 3.976e-11 1.864e-11 1.708e-11 3.291e-09 1.764e-11 1.826e-11 1.796e-11 1.621e-11 1.623e-11 1.877e-11 1.642e-11 1.523e-05 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.636e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 3.895e-11 +78 EP 7 3.320e-11 3.320e-11 3.320e-11 3.495e-11 4.065e-11 5.504e-11 1.353e-04 3.114e-05 6.921e-10 1.925e-09 1.065e-03 2.943e-10 4.063e-10 4.016e-01 4.731e-01 1.217e-01 3.739e-09 3.189e-10 1.809e-03 1.402e-09 1.189e-09 1.449e-04 3.321e-09 5.456e-10 2.973e-10 2.677e-10 2.176e-10 1.093e-10 4.260e-05 5.919e-11 4.513e-11 1.977e-10 5.659e-11 3.470e-11 5.434e-05 3.350e-11 3.750e-05 4.042e-11 4.737e-11 3.377e-11 3.321e-11 3.339e-11 3.325e-11 3.320e-11 3.335e-11 3.327e-11 3.321e-11 3.320e-11 3.320e-11 3.321e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.321e-11 3.324e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.320e-11 3.010e-04 +78 EP 8 6.499e-11 6.499e-11 6.499e-11 6.501e-11 6.523e-11 6.545e-11 6.698e-11 1.294e-10 7.924e-11 2.855e-10 8.055e-11 9.600e-11 8.426e-11 1.927e-05 1.518e-10 1.615e-10 2.409e-10 4.356e-10 1.572e-10 4.104e-10 1.360e-10 1.889e-10 9.041e-10 3.009e-02 1.380e-01 1.895e-01 1.886e-01 1.734e-01 1.360e-01 7.929e-02 3.925e-02 1.645e-02 7.603e-03 1.780e-03 1.435e-09 3.210e-10 1.737e-10 8.432e-11 1.111e-10 1.168e-10 7.586e-11 1.414e-10 8.853e-11 7.370e-11 1.740e-10 9.174e-11 2.837e-05 7.578e-11 7.477e-11 6.595e-11 8.852e-11 6.578e-11 6.578e-11 6.499e-11 6.578e-11 6.499e-11 5.658e-05 6.499e-11 6.499e-11 6.581e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.501e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.516e-11 6.797e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 4.320e-10 +78 EP 9 4.048e-11 4.048e-11 4.048e-11 4.086e-11 4.154e-11 4.535e-11 6.511e-11 1.794e-04 3.256e-04 9.481e-04 8.082e-04 2.265e-04 1.115e-10 9.647e-04 1.898e-03 1.282e-10 8.241e-10 2.124e-01 3.377e-01 2.927e-01 1.287e-01 2.110e-02 6.647e-10 1.494e-10 1.777e-10 9.262e-10 2.625e-09 2.153e-10 1.366e-10 1.554e-10 7.359e-08 2.154e-10 2.066e-04 6.283e-11 1.179e-04 8.984e-11 3.763e-10 8.738e-11 7.290e-11 4.179e-11 4.129e-11 4.923e-11 4.416e-11 4.055e-11 4.590e-11 3.942e-05 4.080e-11 4.081e-11 4.083e-11 4.167e-11 4.052e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.058e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.094e-11 5.222e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 4.048e-11 1.624e-03 +78 EP 10 1.676e-10 1.676e-10 1.677e-10 1.683e-10 1.813e-10 3.283e-09 9.757e-04 2.344e-09 7.848e-09 8.906e-01 1.052e-01 8.181e-05 2.916e-09 9.632e-10 3.623e-05 2.617e-09 2.214e-03 9.616e-10 2.472e-05 6.120e-04 4.369e-10 2.027e-04 3.329e-10 2.383e-10 3.687e-10 3.882e-10 1.973e-10 4.859e-10 1.887e-10 6.596e-05 1.737e-10 1.703e-10 1.704e-10 1.684e-10 1.903e-10 1.723e-10 1.680e-10 2.749e-10 1.681e-10 1.677e-10 1.676e-10 1.678e-10 1.677e-10 1.676e-10 1.677e-10 1.677e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.677e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 1.676e-10 3.486e-10 +78 EP 11 3.007e-11 3.007e-11 3.051e-11 4.478e-11 1.232e-06 8.037e-03 9.402e-01 4.448e-02 4.167e-03 1.624e-03 1.533e-03 4.236e-10 6.929e-10 7.846e-11 1.592e-09 5.969e-11 6.829e-11 5.441e-11 4.121e-11 3.343e-11 4.480e-11 3.421e-11 3.472e-11 3.070e-11 3.162e-11 3.030e-11 3.030e-11 3.020e-11 3.019e-11 3.063e-11 3.080e-11 3.011e-11 3.008e-11 3.008e-11 3.007e-11 3.008e-11 3.007e-11 3.007e-11 3.008e-11 3.017e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.007e-11 3.073e-11 +78 EP 12 3.508e-11 3.508e-11 3.509e-11 4.113e-11 6.097e-05 1.450e-10 4.444e-04 1.214e-03 7.694e-04 1.653e-09 2.340e-09 9.600e-01 3.575e-02 4.953e-10 1.355e-03 5.298e-06 1.325e-09 3.566e-09 6.382e-10 3.715e-10 2.003e-10 7.574e-10 1.286e-10 7.351e-07 2.040e-05 1.235e-10 4.214e-10 6.580e-11 4.271e-11 1.488e-10 4.385e-11 3.934e-10 4.197e-11 3.624e-11 4.836e-11 3.539e-11 4.168e-11 3.744e-11 3.574e-11 3.535e-11 3.509e-11 3.519e-11 3.514e-11 3.508e-11 3.512e-11 3.511e-11 3.508e-11 3.508e-11 3.508e-11 3.509e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.509e-11 3.512e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 3.508e-11 4.125e-04 +78 EP 13 8.855e-11 8.855e-11 8.858e-11 9.056e-11 1.239e-10 2.402e-10 1.627e-09 7.688e-09 2.400e-09 4.384e-01 3.100e-01 1.458e-01 7.964e-02 2.547e-02 1.724e-09 1.204e-04 2.695e-09 2.120e-09 1.034e-04 9.850e-10 4.987e-10 4.869e-10 3.009e-04 1.993e-10 3.679e-10 2.131e-10 6.524e-10 4.353e-10 1.153e-10 7.142e-05 1.067e-10 1.067e-10 9.214e-11 8.973e-11 9.113e-11 8.926e-11 8.960e-11 8.872e-11 8.930e-11 9.781e-11 8.855e-11 8.856e-11 8.855e-11 8.855e-11 8.858e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 8.855e-11 6.211e-05 +78 EP 14 1.635e-10 1.472e-03 9.758e-01 2.201e-02 9.005e-10 5.405e-04 3.635e-10 1.484e-04 1.832e-10 1.757e-10 1.707e-10 1.654e-10 1.668e-10 1.641e-10 1.636e-10 1.637e-10 1.638e-10 1.636e-10 1.635e-10 1.635e-10 1.652e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 1.635e-10 +78 EP 15 1.222e-10 1.222e-10 1.222e-10 1.237e-10 1.297e-10 7.109e-10 7.649e-04 2.782e-03 4.024e-04 6.951e-03 9.974e-04 5.045e-10 6.249e-10 2.159e-01 3.989e-01 2.399e-01 1.033e-01 2.963e-02 1.676e-09 1.565e-09 3.193e-09 1.672e-08 1.332e-09 6.034e-10 4.243e-05 3.457e-09 6.607e-05 3.310e-10 3.750e-10 1.582e-10 4.009e-10 1.911e-05 2.195e-10 2.078e-10 1.330e-05 1.999e-10 1.357e-10 1.256e-10 1.326e-10 1.302e-10 1.222e-10 1.248e-10 1.246e-10 1.222e-10 1.263e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 1.222e-10 3.261e-04 +78 EP 16 1.997e-11 1.997e-11 2.002e-11 5.696e-11 3.437e-10 3.237e-10 1.527e-09 9.278e-01 5.416e-02 1.244e-02 4.143e-03 8.694e-04 5.804e-04 5.267e-10 5.479e-10 1.344e-10 1.182e-10 6.912e-06 3.382e-11 6.648e-11 4.585e-11 2.630e-11 1.795e-10 2.692e-11 2.276e-11 2.617e-11 2.017e-11 2.038e-11 2.626e-11 2.068e-11 1.408e-10 1.999e-11 1.998e-11 1.998e-11 1.999e-11 1.997e-11 1.998e-11 1.998e-11 1.999e-11 2.043e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.997e-11 1.939e-05 +78 EP 17 4.845e-11 4.845e-11 4.854e-11 5.157e-11 1.709e-10 5.873e-10 8.621e-10 3.429e-09 8.871e-01 1.030e-01 4.403e-03 3.392e-03 3.185e-04 1.388e-03 3.081e-09 1.730e-04 2.670e-10 1.627e-04 1.257e-10 9.704e-11 5.968e-05 9.755e-11 1.610e-10 7.551e-11 7.912e-11 5.640e-11 6.732e-11 6.164e-11 5.147e-11 1.318e-10 5.009e-11 5.002e-11 4.896e-11 4.870e-11 4.926e-11 4.850e-11 4.900e-11 4.847e-11 4.850e-11 5.008e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 4.845e-11 6.602e-11 +78 EP 18 3.089e-11 3.089e-11 4.496e-11 2.040e-10 9.962e-01 3.828e-03 7.471e-07 4.248e-08 6.188e-10 1.571e-10 1.066e-10 1.939e-05 3.859e-11 4.415e-11 4.079e-11 8.480e-11 4.257e-11 3.755e-11 3.104e-11 3.131e-11 6.259e-11 3.106e-11 3.183e-11 3.091e-11 3.093e-11 3.091e-11 3.090e-11 3.090e-11 3.090e-11 3.090e-11 3.090e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.094e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.089e-11 3.098e-11 +78 EP 19 3.722e-11 3.722e-11 3.722e-11 3.798e-11 3.950e-11 5.261e-11 1.048e-10 1.899e-04 4.997e-04 3.685e-04 4.340e-04 4.474e-10 1.428e-10 2.434e-10 3.040e-02 3.463e-01 4.203e-01 1.776e-01 1.936e-02 2.538e-10 2.513e-10 2.856e-03 1.305e-09 3.126e-10 8.675e-05 5.637e-10 5.809e-04 2.266e-04 1.178e-10 7.423e-11 2.397e-10 2.374e-10 8.805e-05 4.320e-11 2.441e-10 4.974e-11 8.086e-05 5.060e-11 5.445e-11 3.782e-11 3.745e-11 4.471e-11 3.928e-11 3.723e-11 4.319e-11 4.123e-11 3.727e-11 3.727e-11 3.727e-11 3.728e-11 3.723e-11 3.723e-11 3.723e-11 3.722e-11 3.723e-11 3.722e-11 3.724e-11 3.722e-11 3.722e-11 3.723e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.781e-11 4.961e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 3.722e-11 6.322e-04 +78 EP 20 5.230e-11 5.230e-11 5.230e-11 5.238e-11 5.273e-11 5.463e-11 6.115e-11 1.113e-10 1.435e-10 1.305e-10 4.313e-05 1.452e-04 1.199e-10 5.067e-04 6.915e-04 1.623e-10 2.308e-10 1.320e-10 1.645e-10 1.293e-02 1.764e-01 2.602e-01 2.432e-01 1.944e-01 8.054e-02 2.615e-02 3.077e-03 3.447e-10 1.578e-10 1.703e-10 2.756e-10 1.674e-10 1.939e-04 2.109e-04 9.493e-10 1.004e-04 7.775e-10 7.183e-11 6.921e-11 6.281e-11 5.556e-11 3.401e-05 6.061e-11 5.322e-11 6.470e-11 5.895e-11 5.949e-11 5.957e-11 5.759e-11 5.303e-11 5.295e-11 5.233e-11 5.233e-11 5.230e-11 5.233e-11 5.230e-11 5.402e-11 5.230e-11 5.230e-11 5.235e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.231e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.281e-11 8.528e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 5.230e-11 1.260e-03 +78 EP 21 4.631e-11 4.631e-11 4.631e-11 5.527e-11 7.286e-11 2.696e-10 2.186e-03 1.711e-04 1.017e-09 2.581e-09 4.083e-01 3.328e-01 1.786e-01 4.950e-02 5.987e-03 8.407e-03 7.385e-03 2.695e-03 2.882e-03 2.887e-09 9.344e-10 3.191e-10 5.005e-04 2.349e-04 1.422e-10 5.536e-06 1.423e-10 1.383e-09 1.343e-10 2.374e-10 6.247e-11 7.668e-11 5.421e-11 4.710e-11 7.430e-11 4.687e-11 4.671e-11 6.011e-11 4.677e-11 5.020e-11 4.631e-11 4.654e-11 4.632e-11 4.631e-11 4.634e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.633e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.632e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 4.631e-11 2.186e-04 +78 EP 22 2.390e-11 2.390e-11 2.473e-11 5.123e-11 8.953e-03 4.192e-02 9.045e-01 4.341e-02 4.947e-08 1.195e-03 5.876e-10 1.293e-09 2.061e-10 1.101e-10 1.119e-10 7.530e-11 8.135e-11 4.225e-08 3.199e-11 3.190e-11 6.024e-11 2.711e-11 4.798e-11 2.477e-11 2.684e-11 2.417e-11 2.429e-11 2.400e-11 2.398e-11 2.493e-11 2.692e-11 2.391e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.390e-11 2.484e-11 +78 EP 23 2.186e-11 2.186e-11 2.188e-11 3.113e-11 6.244e-11 2.421e-09 1.199e-03 6.930e-10 3.681e-07 9.326e-01 3.583e-02 2.281e-02 7.205e-03 3.197e-04 4.797e-09 5.683e-10 4.492e-10 6.578e-10 8.241e-11 7.853e-11 2.867e-09 6.561e-11 6.283e-11 3.692e-11 3.838e-11 2.650e-11 3.266e-05 2.518e-11 2.249e-11 5.214e-11 6.852e-11 2.225e-11 2.190e-11 2.186e-11 2.203e-11 2.186e-11 2.192e-11 2.190e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 2.186e-11 4.445e-11 +78 EP 24 1.594e-11 1.594e-11 1.780e-11 4.784e-11 8.156e-04 9.112e-01 7.827e-02 6.766e-03 2.379e-03 5.752e-04 1.445e-10 1.766e-10 4.824e-11 8.395e-06 2.807e-11 6.556e-11 3.230e-11 3.529e-11 1.664e-11 1.699e-11 2.247e-11 1.677e-11 2.219e-11 1.603e-11 1.637e-11 1.595e-11 1.597e-11 1.595e-11 1.595e-11 1.599e-11 1.692e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.594e-11 1.618e-11 +78 EP 25 2.394e-11 2.394e-11 2.617e-11 5.498e-11 1.683e-08 9.732e-01 2.583e-02 2.234e-06 2.840e-05 9.160e-04 4.002e-10 5.216e-08 1.808e-10 4.801e-07 2.700e-05 6.375e-11 3.407e-11 2.758e-11 2.429e-11 2.424e-11 2.438e-11 2.419e-11 2.609e-11 2.395e-11 2.400e-11 2.394e-11 2.394e-11 2.394e-11 2.395e-11 2.397e-11 2.420e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.395e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.394e-11 2.438e-11 +78 EP 26 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.036e-10 1.039e-10 1.092e-10 1.056e-10 9.767e-05 1.111e-10 1.095e-10 1.099e-10 1.164e-10 1.125e-10 1.176e-10 1.587e-10 1.562e-10 2.088e-05 1.509e-10 1.854e-10 5.332e-10 2.739e-04 2.617e-10 1.726e-10 2.080e-10 5.547e-10 1.688e-03 2.260e-02 8.801e-02 1.184e-01 1.310e-01 1.172e-01 1.096e-01 9.091e-02 8.168e-02 7.163e-02 4.850e-02 3.744e-02 2.628e-02 1.625e-02 1.235e-02 8.368e-03 5.484e-03 3.622e-03 2.190e-03 1.403e-03 3.104e-04 4.139e-04 3.101e-04 2.069e-04 2.069e-04 1.035e-04 1.035e-10 1.035e-04 1.035e-10 1.169e-04 1.035e-10 1.035e-10 1.035e-04 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.039e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 1.035e-10 3.160e-03 +78 EP 27 3.140e-10 3.140e-10 3.140e-10 3.175e-10 3.697e-10 4.508e-09 4.050e-03 2.723e-08 2.374e-02 9.630e-01 8.070e-03 1.361e-07 4.193e-09 3.199e-06 7.533e-04 2.034e-09 1.263e-09 1.105e-09 3.383e-04 5.089e-10 5.428e-10 1.940e-05 4.683e-10 3.614e-10 3.609e-10 4.113e-10 3.506e-10 3.338e-10 3.220e-10 5.002e-10 3.251e-10 3.317e-10 3.509e-10 3.167e-10 3.171e-10 3.153e-10 3.146e-10 3.155e-10 3.171e-10 3.147e-10 3.140e-10 3.141e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 3.140e-10 4.812e-10 +78 EP 28 6.528e-11 6.528e-11 6.529e-11 4.051e-05 1.509e-10 1.012e-04 7.274e-10 1.607e-09 5.865e-01 3.788e-01 2.698e-02 3.698e-09 6.394e-08 1.565e-05 3.250e-03 3.007e-03 6.646e-10 7.775e-04 1.133e-09 1.343e-04 2.757e-10 1.808e-04 2.563e-10 6.769e-05 1.012e-10 1.578e-04 6.780e-11 1.564e-10 3.645e-10 7.215e-11 9.549e-11 6.574e-11 6.558e-11 6.538e-11 6.613e-11 6.532e-11 6.535e-11 6.604e-11 6.569e-11 7.367e-11 6.528e-11 6.529e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.529e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 6.528e-11 1.143e-10 +78 EP 29 2.483e-11 2.483e-11 2.507e-11 3.270e-11 6.308e-10 5.660e-10 2.760e-09 9.740e-01 2.404e-02 9.335e-04 9.978e-04 3.376e-09 7.238e-10 2.126e-10 4.076e-10 1.047e-10 1.048e-10 3.604e-10 4.942e-11 3.671e-11 1.409e-10 3.071e-11 4.585e-11 2.908e-11 4.598e-11 2.550e-11 2.571e-11 2.542e-11 2.540e-11 3.640e-11 2.558e-11 2.492e-11 2.484e-11 2.483e-11 2.485e-11 2.483e-11 2.484e-11 2.483e-11 2.483e-11 2.527e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.483e-11 2.670e-11 +78 EP 30 8.323e-11 8.323e-11 8.323e-11 9.355e-11 1.584e-10 1.526e-09 2.084e-09 6.739e-03 9.774e-01 1.195e-02 1.727e-09 2.154e-09 1.561e-03 1.670e-03 5.201e-10 6.000e-04 2.161e-10 9.933e-10 4.574e-05 2.552e-10 1.179e-10 1.663e-10 1.290e-10 9.335e-11 1.038e-10 9.225e-11 8.508e-11 9.278e-11 8.766e-11 8.490e-11 8.773e-11 8.354e-11 8.329e-11 8.326e-11 8.329e-11 8.324e-11 8.324e-11 8.325e-11 8.323e-11 8.324e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 8.323e-11 5.897e-10 +78 EP 31 2.978e-11 2.978e-11 2.979e-11 4.669e-11 7.517e-11 2.590e-04 1.670e-03 4.892e-09 2.141e-09 1.566e-09 9.938e-01 8.312e-04 6.458e-08 6.894e-09 2.029e-03 1.356e-03 1.665e-09 3.554e-10 3.282e-10 1.327e-10 4.696e-10 1.044e-10 1.135e-10 8.643e-11 6.429e-11 6.068e-11 2.691e-05 4.006e-11 3.137e-11 1.572e-10 4.122e-11 3.313e-11 3.033e-11 3.000e-11 3.083e-11 2.982e-11 3.023e-11 2.979e-11 2.994e-11 2.983e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 2.978e-11 1.699e-10 +78 EP 32 7.741e-10 7.741e-10 7.741e-10 7.744e-10 7.749e-10 7.776e-10 8.413e-10 7.871e-10 8.060e-10 8.358e-10 8.397e-10 1.633e-09 1.064e-09 9.516e-04 9.402e-04 8.881e-04 2.223e-09 6.498e-03 2.525e-03 1.175e-02 3.357e-03 7.806e-03 1.059e-02 1.835e-03 5.627e-03 6.231e-03 3.966e-03 9.465e-03 3.121e-03 7.070e-03 6.294e-03 2.457e-03 2.593e-03 2.297e-03 3.618e-03 5.962e-03 1.863e-03 9.636e-04 8.776e-04 7.658e-04 1.498e-03 7.901e-04 3.197e-03 7.762e-10 1.542e-03 6.641e-04 7.766e-10 7.755e-10 7.753e-10 7.764e-04 7.744e-10 7.742e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.745e-10 7.741e-10 7.741e-10 7.850e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-04 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-04 7.741e-04 7.741e-04 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 7.741e-10 8.781e-01 +78 EP 33 3.109e-11 3.109e-11 3.109e-11 3.398e-11 5.126e-11 8.968e-11 6.025e-04 2.033e-03 3.202e-04 6.419e-03 6.631e-03 9.575e-10 7.261e-01 2.462e-01 6.750e-10 2.525e-09 6.645e-03 1.959e-03 1.977e-03 1.375e-09 5.641e-04 3.927e-04 2.932e-09 6.388e-10 9.503e-05 1.166e-10 6.052e-10 3.534e-10 6.240e-11 5.064e-11 3.691e-11 2.024e-05 3.809e-11 3.436e-11 2.530e-10 3.187e-11 2.131e-10 3.422e-11 3.331e-11 3.140e-11 3.110e-11 3.138e-11 3.127e-11 3.109e-11 3.119e-11 3.118e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.111e-11 3.121e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 3.109e-11 9.834e-10 +78 TP 1 3.788e-01 5.294e-02 7.502e-04 1.043e-03 1.767e-02 1.019e-01 1.213e-03 5.329e-11 1.347e-10 1.307e-09 2.740e-09 1.215e-02 1.218e-02 7.312e-11 3.417e-05 1.565e-01 1.337e-02 1.785e-10 4.083e-10 6.472e-11 7.136e-03 2.273e-02 1.522e-01 9.621e-03 1.174e-08 4.668e-11 1.160e-09 1.214e-02 6.722e-08 7.102e-06 3.780e-02 4.784e-11 9.782e-03 +78 TP 2 3.304e-04 2.152e-01 3.342e-02 1.237e-09 3.137e-01 6.360e-02 9.798e-11 2.941e-11 6.478e-05 3.062e-04 3.592e-03 1.174e-10 2.689e-04 4.487e-04 2.787e-05 1.151e-02 1.514e-09 1.017e-09 2.205e-05 8.348e-11 1.075e-10 5.259e-02 5.101e-08 1.090e-04 3.010e-01 2.015e-11 2.104e-10 1.866e-09 2.057e-03 1.691e-03 1.835e-09 2.833e-11 1.221e-10 +78 TP 3 1.353e-03 1.084e-02 5.787e-01 1.227e-04 1.548e-01 2.003e-03 9.396e-08 1.854e-11 3.585e-05 9.919e-10 8.830e-04 8.051e-05 3.878e-04 4.432e-02 4.117e-11 1.181e-03 7.846e-04 1.291e-01 1.292e-04 5.809e-11 6.983e-11 1.308e-02 9.886e-04 5.678e-02 9.821e-04 1.818e-11 3.001e-05 4.037e-10 2.915e-03 3.252e-10 3.593e-04 1.911e-11 7.646e-05 +78 TP 4 4.029e-02 2.965e-04 6.770e-04 2.267e-01 8.412e-04 1.740e-05 9.627e-10 1.106e-03 1.207e-09 2.089e-09 9.230e-02 4.243e-05 1.527e-02 1.459e-04 7.940e-10 1.062e-08 1.603e-01 6.702e-08 6.780e-10 5.801e-04 6.825e-03 5.969e-02 6.037e-03 1.368e-02 2.718e-02 6.738e-05 5.586e-03 1.338e-02 3.163e-01 7.241e-03 5.429e-03 9.229e-10 3.883e-07 +78 TP 5 2.112e-08 2.479e-02 1.766e-01 8.350e-04 4.870e-01 5.783e-03 1.061e-10 2.893e-11 3.384e-11 4.495e-11 8.364e-03 8.737e-11 6.295e-11 2.617e-03 5.130e-11 1.341e-08 3.924e-07 1.308e-01 3.351e-05 2.025e-11 1.040e-10 5.245e-03 4.995e-11 8.459e-02 7.230e-02 1.088e-11 4.858e-11 7.015e-11 9.315e-04 2.205e-10 7.220e-11 1.462e-11 4.128e-10 +78 TP 6 5.892e-03 2.091e-01 7.408e-03 1.234e-02 8.866e-02 2.698e-01 1.135e-10 7.129e-11 9.526e-05 1.654e-03 1.981e-01 1.082e-10 7.792e-04 1.436e-05 1.508e-04 4.067e-02 2.708e-03 6.526e-10 1.762e-10 3.748e-10 2.233e-10 2.542e-09 1.429e-03 6.489e-03 1.067e-01 2.346e-11 2.110e-10 1.050e-03 4.097e-02 5.934e-03 1.449e-09 2.246e-11 1.113e-10 +78 TP 7 5.514e-09 5.153e-03 1.369e-05 9.688e-04 2.426e-04 1.700e-02 4.194e-01 1.125e-03 9.273e-10 1.669e-02 9.505e-10 4.583e-02 4.564e-05 3.370e-11 1.047e-01 2.855e-02 4.648e-03 4.271e-05 6.980e-10 7.905e-10 1.322e-01 5.409e-09 1.281e-02 3.042e-10 4.929e-05 5.081e-10 6.619e-04 5.397e-02 2.356e-03 5.584e-03 4.991e-03 6.481e-05 1.429e-01 +78 TP 8 1.445e-10 1.821e-04 2.818e-10 2.694e-10 7.662e-11 3.592e-04 1.684e-02 6.431e-01 4.884e-02 3.394e-03 9.961e-11 2.000e-03 8.335e-11 6.578e-11 1.259e-10 1.569e-03 7.833e-11 6.264e-05 2.620e-02 1.473e-01 1.327e-02 1.162e-10 1.305e-10 1.136e-10 1.680e-10 8.508e-02 1.620e-10 4.614e-03 2.490e-10 5.068e-10 1.629e-10 9.483e-04 6.244e-03 +78 TP 9 2.866e-10 1.124e-03 4.124e-11 2.286e-10 5.843e-05 4.064e-03 6.365e-02 3.196e-02 5.056e-01 9.249e-03 1.675e-10 1.004e-02 8.460e-10 4.049e-11 2.408e-10 9.677e-03 1.765e-09 8.154e-11 1.548e-01 1.076e-01 4.467e-02 1.948e-10 1.988e-03 8.251e-11 2.490e-10 7.443e-03 6.896e-05 2.057e-02 1.642e-10 8.627e-04 5.007e-10 1.124e-03 2.541e-02 +78 TP 10 1.031e-02 7.119e-05 1.939e-09 3.084e-08 1.710e-03 2.690e-08 2.067e-08 2.222e-04 7.462e-10 2.489e-01 4.075e-09 9.476e-10 1.939e-09 1.762e-10 3.874e-03 1.657e-08 2.524e-09 1.457e-09 1.213e-03 2.100e-04 3.128e-09 1.658e-09 1.463e-01 2.257e-09 1.517e-07 5.400e-05 1.708e-01 3.051e-01 5.123e-09 1.113e-01 9.240e-09 4.265e-10 1.483e-09 +78 TP 11 4.416e-02 7.101e-09 9.920e-04 2.033e-02 2.093e-02 1.633e-09 5.826e-03 8.021e-04 2.169e-03 7.380e-10 2.997e-01 8.734e-03 1.255e-02 5.253e-11 3.438e-03 3.055e-08 5.209e-02 9.875e-03 1.742e-03 7.309e-04 3.881e-03 1.251e-01 2.782e-02 1.157e-01 1.987e-02 1.533e-05 2.401e-03 9.006e-03 1.916e-01 9.789e-05 1.584e-02 6.253e-05 4.530e-03 +78 TP 12 2.810e-02 1.001e-02 1.728e-04 1.582e-04 8.545e-04 2.333e-02 4.924e-02 2.935e-03 1.749e-02 1.583e-09 3.557e-09 2.970e-01 6.060e-10 3.585e-11 2.620e-02 3.537e-02 5.563e-03 1.007e-04 2.737e-02 6.934e-03 1.086e-01 2.501e-03 5.751e-02 4.406e-10 4.690e-10 1.242e-03 3.018e-10 3.733e-02 3.786e-03 1.526e-03 9.278e-02 1.678e-04 1.637e-01 +78 TP 13 1.086e-08 5.570e-09 6.411e-10 7.641e-09 1.047e-03 3.048e-05 1.931e-01 9.078e-03 8.411e-02 7.965e-09 2.151e-02 1.195e-01 2.481e-02 9.065e-11 6.881e-02 5.712e-08 2.512e-04 1.305e-09 1.332e-01 2.907e-02 6.696e-02 3.573e-04 8.691e-09 6.895e-03 4.556e-09 2.058e-03 1.613e-09 5.908e-09 8.136e-03 6.900e-08 9.641e-09 1.005e-03 2.300e-01 +78 TP 14 2.932e-04 1.096e-03 3.940e-01 2.773e-10 1.723e-02 2.859e-04 1.665e-10 1.642e-10 1.655e-10 1.992e-04 4.982e-05 3.325e-04 1.922e-10 5.429e-01 1.654e-10 1.842e-04 8.925e-05 3.040e-02 1.727e-10 1.647e-10 8.364e-10 2.017e-03 1.323e-04 9.927e-03 4.783e-04 1.638e-10 1.915e-10 2.520e-10 3.312e-04 4.010e-10 1.069e-09 1.638e-10 1.726e-10 +78 TP 15 5.268e-09 9.112e-04 1.326e-04 6.892e-09 3.671e-10 3.818e-03 1.071e-08 3.862e-02 2.647e-01 5.138e-09 1.382e-09 1.245e-07 1.692e-02 1.242e-10 4.403e-02 3.519e-03 1.655e-03 3.333e-10 5.037e-01 1.082e-01 3.753e-09 4.049e-09 4.808e-09 1.994e-07 2.616e-09 1.044e-02 1.396e-09 4.679e-09 2.735e-04 1.193e-04 1.441e-08 3.018e-03 2.060e-09 +78 TP 16 8.932e-06 1.265e-01 1.964e-03 1.468e-01 3.788e-02 3.245e-01 9.620e-04 8.185e-11 2.702e-06 2.738e-03 6.790e-04 5.094e-04 4.973e-03 3.608e-11 5.970e-04 2.285e-01 1.814e-02 1.807e-10 2.844e-10 5.464e-06 1.358e-09 2.427e-09 9.694e-10 1.583e-09 2.127e-02 4.938e-05 8.582e-10 4.369e-03 5.437e-02 2.492e-02 4.581e-09 3.876e-11 2.224e-04 +78 TP 17 5.706e-09 4.129e-07 1.452e-08 1.394e-02 2.729e-09 3.994e-09 5.364e-02 2.642e-03 1.913e-02 4.710e-09 4.733e-04 7.016e-02 1.269e-01 2.119e-05 2.100e-02 5.365e-09 2.115e-01 8.633e-10 3.108e-02 8.036e-03 5.216e-02 3.949e-02 1.203e-01 9.545e-03 1.385e-06 1.222e-03 1.497e-02 3.646e-09 6.993e-02 9.901e-09 7.995e-02 1.383e-04 5.376e-02 +78 TP 18 2.218e-02 3.131e-02 6.210e-05 9.095e-05 2.430e-09 1.356e-02 1.780e-03 2.923e-05 7.662e-04 1.531e-08 2.097e-05 3.019e-03 3.551e-03 2.573e-10 9.939e-04 1.699e-02 1.255e-02 2.524e-01 2.897e-04 9.914e-05 1.459e-09 1.643e-01 1.224e-02 3.991e-01 2.492e-04 3.091e-11 4.918e-10 4.843e-10 5.564e-02 9.105e-04 5.514e-03 7.714e-11 2.274e-03 +78 TP 19 4.285e-10 2.375e-03 2.386e-10 5.131e-10 1.849e-04 6.275e-03 1.686e-01 1.317e-02 9.706e-02 1.295e-02 2.078e-10 1.927e-02 1.322e-03 3.772e-11 5.374e-10 1.748e-02 1.346e-03 6.445e-11 4.617e-01 2.887e-02 7.517e-02 2.667e-10 2.096e-03 1.457e-10 2.040e-10 3.090e-03 1.737e-03 3.479e-02 3.048e-04 2.420e-03 2.327e-03 1.973e-04 4.724e-02 +78 TP 20 1.605e-10 4.273e-04 5.054e-05 2.026e-10 1.291e-04 1.359e-03 3.287e-02 1.098e-01 1.557e-01 5.617e-03 1.861e-10 4.001e-03 1.628e-10 5.313e-11 1.936e-10 3.056e-03 1.011e-10 6.896e-11 5.828e-02 5.581e-01 2.557e-02 2.553e-10 2.056e-10 1.079e-10 1.807e-10 1.700e-02 1.966e-10 1.283e-02 1.387e-10 8.998e-05 3.272e-10 1.771e-03 1.331e-02 +78 TP 21 1.370e-02 2.477e-02 9.314e-05 1.448e-02 4.026e-03 6.336e-02 4.609e-10 2.370e-10 6.617e-10 1.257e-01 2.330e-09 6.797e-02 5.934e-10 4.799e-11 1.646e-04 1.010e-01 6.623e-04 1.958e-10 3.582e-10 3.119e-10 3.207e-02 1.589e-09 6.989e-02 1.299e-03 1.338e-08 1.143e-04 5.674e-10 1.803e-01 4.299e-06 3.642e-02 2.638e-01 1.295e-04 2.250e-05 +78 TP 22 1.168e-01 8.764e-02 6.665e-03 2.593e-08 5.040e-02 1.066e-01 5.726e-03 3.109e-06 2.105e-03 6.474e-10 3.379e-09 1.409e-02 1.543e-02 2.631e-06 1.362e-03 9.909e-02 3.356e-02 2.221e-05 3.840e-03 3.010e-04 6.029e-03 1.981e-01 6.279e-02 2.386e-03 1.561e-02 3.541e-11 8.694e-10 7.588e-05 1.323e-01 7.904e-10 2.620e-02 4.267e-11 1.292e-02 +78 TP 23 2.099e-01 2.862e-02 2.584e-04 4.024e-03 7.479e-03 6.152e-02 4.962e-03 6.772e-11 1.937e-10 2.268e-09 4.090e-07 4.125e-02 3.994e-02 2.277e-11 1.756e-04 8.401e-02 4.701e-10 9.309e-10 4.489e-09 1.279e-10 2.321e-02 1.180e-02 3.087e-01 4.555e-03 9.424e-08 4.243e-11 1.347e-09 1.784e-02 2.434e-09 3.456e-09 1.384e-01 1.305e-10 1.335e-02 +78 TP 24 5.014e-02 6.867e-02 1.857e-02 8.388e-10 7.466e-02 3.858e-02 2.669e-03 2.594e-05 9.931e-04 3.167e-10 1.414e-02 6.351e-03 7.699e-03 1.411e-04 1.045e-03 2.552e-02 1.988e-02 4.487e-02 1.119e-03 3.931e-04 1.919e-03 2.152e-01 2.719e-02 2.771e-01 4.063e-09 1.618e-11 1.004e-08 3.507e-08 8.765e-02 5.319e-08 1.057e-02 2.332e-11 4.979e-03 +78 TP 25 4.376e-03 2.903e-09 1.431e-02 1.179e-02 1.277e-01 9.555e-04 2.244e-10 3.906e-11 1.891e-09 2.253e-09 1.760e-01 2.360e-10 2.508e-09 2.136e-10 2.516e-10 9.241e-03 6.089e-03 3.855e-02 1.523e-10 3.177e-10 2.396e-10 1.548e-07 5.601e-04 3.503e-01 2.349e-01 2.409e-11 7.162e-04 5.347e-09 2.336e-02 3.161e-04 9.315e-04 2.976e-11 5.748e-10 +78 TP 26 1.787e-10 1.202e-09 1.035e-10 2.953e-10 1.041e-10 1.012e-04 6.986e-03 1.346e-01 1.615e-02 1.357e-03 2.611e-10 7.032e-05 1.258e-10 1.035e-10 1.422e-10 3.577e-04 1.149e-10 1.037e-10 9.108e-03 4.042e-02 6.490e-03 1.783e-10 2.252e-10 1.873e-10 1.058e-04 7.780e-01 3.351e-10 1.347e-03 1.445e-10 2.132e-10 2.991e-10 5.941e-04 4.332e-03 +78 TP 27 1.291e-08 7.813e-09 5.937e-10 6.393e-03 3.514e-09 1.020e-08 3.454e-09 1.039e-02 1.230e-03 3.774e-09 5.789e-03 3.276e-09 4.471e-01 3.208e-10 7.671e-09 1.012e-08 8.879e-02 1.187e-09 2.612e-08 1.527e-02 1.301e-08 1.080e-08 1.146e-08 3.204e-09 6.085e-09 4.815e-03 4.055e-01 6.315e-09 1.476e-02 7.970e-09 4.993e-06 5.884e-10 2.801e-09 +78 TP 28 1.746e-02 6.326e-02 1.552e-03 2.352e-02 1.672e-02 1.845e-01 2.568e-08 5.427e-10 3.284e-10 1.460e-02 1.790e-09 7.871e-10 1.590e-02 6.858e-11 1.229e-09 3.573e-01 3.226e-09 3.054e-10 3.531e-04 1.892e-04 5.768e-09 1.137e-09 2.338e-09 1.742e-09 8.759e-03 1.108e-10 8.876e-10 2.039e-02 3.875e-09 2.754e-01 1.174e-09 1.064e-10 1.192e-09 +78 TP 29 1.780e-01 2.682e-02 1.369e-03 2.547e-09 2.004e-02 2.936e-02 1.634e-02 6.514e-04 6.377e-03 4.748e-10 2.350e-09 3.242e-02 3.370e-02 2.839e-10 7.400e-03 6.256e-02 8.051e-02 3.011e-03 8.317e-03 1.942e-03 1.218e-02 7.668e-02 1.079e-01 2.837e-02 9.588e-03 3.958e-10 9.925e-10 2.874e-08 1.790e-01 3.941e-09 4.932e-02 7.047e-05 2.811e-02 +78 TP 30 7.354e-09 1.090e-02 3.058e-10 1.192e-01 9.709e-03 7.426e-02 7.448e-09 1.705e-09 1.654e-03 2.441e-09 5.727e-03 2.169e-09 1.102e-02 1.013e-10 9.153e-10 8.580e-02 2.177e-01 3.790e-10 3.833e-03 2.069e-03 2.120e-09 2.473e-09 2.557e-02 1.849e-03 2.633e-02 1.693e-05 2.486e-02 9.049e-09 3.095e-02 3.486e-01 5.257e-09 1.643e-10 1.206e-09 +78 TP 31 6.950e-02 1.512e-02 1.866e-04 7.245e-06 3.062e-03 3.719e-02 2.554e-02 1.731e-03 7.465e-03 1.058e-03 6.361e-08 1.392e-01 1.096e-02 3.020e-11 1.071e-02 5.459e-02 4.747e-03 8.676e-11 9.222e-03 3.635e-03 2.478e-02 3.137e-03 1.560e-01 2.935e-03 3.372e-09 1.724e-04 2.493e-10 4.171e-02 4.472e-03 5.970e-09 3.093e-01 4.530e-05 6.360e-02 +78 TP 32 1.231e-09 8.163e-10 8.014e-10 1.039e-09 1.035e-09 8.679e-04 1.074e-02 1.300e-02 1.156e-02 3.525e-09 1.084e-08 1.558e-03 1.741e-09 7.745e-10 1.034e-09 2.273e-03 9.356e-10 1.260e-09 1.596e-02 2.302e-02 1.010e-02 1.548e-08 2.406e-08 8.300e-10 8.026e-10 5.468e-03 1.347e-09 1.007e-02 1.064e-09 1.155e-09 2.574e-03 8.857e-01 7.166e-03 +78 TP 33 1.419e-02 5.286e-03 6.328e-05 8.024e-09 1.057e-03 1.688e-02 9.978e-02 5.456e-03 2.821e-02 9.636e-09 2.476e-09 1.121e-01 2.224e-06 3.451e-11 5.322e-02 3.243e-02 7.791e-03 9.507e-11 2.951e-02 1.236e-02 1.472e-01 3.145e-06 2.710e-02 5.841e-04 8.511e-10 1.245e-03 5.507e-10 3.645e-02 2.201e-03 4.464e-07 2.691e-03 1.735e-04 3.639e-01 +79 IP 1 4.132e-09 +79 IP 2 4.452e-09 +79 IP 3 1.142e-02 +79 IP 4 1.727e-08 +79 IP 5 1.591e-01 +79 IP 6 1.079e-08 +79 IP 7 4.133e-09 +79 IP 8 4.132e-09 +79 IP 9 4.132e-09 +79 IP 10 4.244e-09 +79 IP 11 4.221e-09 +79 IP 12 8.367e-03 +79 IP 13 3.301e-01 +79 IP 14 4.133e-09 +79 IP 15 4.177e-09 +79 IP 16 4.133e-09 +79 IP 17 4.132e-09 +79 IP 18 4.423e-09 +79 IP 19 1.280e-02 +79 IP 20 4.181e-01 +79 IP 21 3.955e-02 +79 IP 22 4.147e-09 +79 IP 23 4.132e-09 +79 IP 24 2.060e-02 +79 IP 25 4.132e-09 +79 IP 26 8.049e-09 +79 IP 27 4.132e-09 +79 IP 28 4.133e-09 +79 EP 1 1.397e-10 1.397e-10 1.397e-10 1.398e-10 1.398e-10 1.399e-10 1.403e-10 1.403e-10 1.405e-10 1.405e-10 1.415e-10 1.443e-10 1.424e-10 4.422e-10 2.012e-10 1.529e-10 1.582e-10 1.449e-10 1.686e-04 2.783e-10 1.590e-10 1.612e-10 1.643e-04 1.821e-04 3.217e-04 2.690e-04 5.516e-04 3.650e-10 2.798e-10 2.858e-10 4.835e-10 2.210e-03 1.336e-02 5.944e-02 1.026e-01 1.304e-01 1.328e-01 1.209e-01 1.054e-01 8.539e-02 6.178e-02 5.172e-02 3.592e-02 2.574e-02 1.777e-02 1.315e-02 7.116e-03 6.009e-03 4.332e-03 2.935e-03 1.777e-03 1.665e-03 8.384e-04 2.795e-04 1.118e-03 4.192e-04 5.590e-04 4.238e-04 4.388e-04 2.795e-04 1.397e-10 1.397e-10 1.397e-10 4.192e-04 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-04 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.397e-10 1.104e-02 +79 EP 2 1.618e-11 1.618e-11 1.634e-11 1.950e-11 3.229e-11 4.104e-03 8.326e-03 1.082e-01 8.049e-01 6.469e-02 6.397e-03 1.264e-03 1.169e-03 5.374e-04 2.292e-04 1.904e-10 1.725e-10 3.149e-05 1.570e-04 5.412e-11 1.240e-10 2.915e-11 6.667e-11 2.492e-11 2.000e-11 1.930e-11 1.836e-11 1.926e-11 1.672e-11 1.620e-11 1.623e-11 1.619e-11 1.626e-11 1.847e-11 1.630e-11 1.624e-11 1.629e-11 1.620e-11 1.620e-11 1.631e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.653e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 8.233e-11 +79 EP 3 9.875e-12 9.875e-12 3.497e-10 2.957e-11 1.202e-10 9.597e-01 3.661e-02 3.132e-03 4.925e-04 2.831e-08 7.519e-08 6.694e-05 8.975e-11 2.582e-11 2.992e-11 1.399e-11 1.319e-11 1.068e-11 1.399e-11 1.062e-11 1.045e-11 3.236e-11 1.101e-11 9.904e-12 9.914e-12 9.922e-12 9.887e-12 9.909e-12 9.878e-12 9.875e-12 9.887e-12 9.875e-12 9.875e-12 9.877e-12 9.886e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.876e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 9.875e-12 1.539e-11 +79 EP 4 1.968e-11 1.968e-11 2.034e-11 2.669e-11 4.466e-11 1.616e-09 3.695e-09 9.833e-01 1.114e-02 3.231e-03 2.045e-03 2.493e-09 4.296e-10 9.695e-08 1.481e-10 6.761e-05 1.667e-04 4.963e-05 3.623e-10 6.740e-11 3.380e-10 6.604e-11 2.089e-10 2.194e-11 2.429e-11 2.254e-11 2.367e-11 2.526e-11 1.976e-11 1.978e-11 1.973e-11 1.978e-11 1.972e-11 1.994e-11 2.154e-11 1.970e-11 1.971e-11 1.968e-11 1.968e-11 1.971e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.969e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.968e-11 1.162e-10 +79 EP 5 8.411e-12 8.424e-12 1.790e-11 7.152e-11 9.674e-01 2.834e-02 2.881e-03 9.060e-04 3.935e-04 9.921e-05 1.086e-05 1.388e-05 1.755e-11 1.086e-11 1.008e-11 9.939e-12 8.909e-12 8.537e-12 8.989e-12 8.614e-12 8.474e-12 9.300e-12 8.540e-12 8.416e-12 8.415e-12 8.417e-12 8.414e-12 8.451e-12 8.416e-12 8.412e-12 8.412e-12 8.411e-12 8.412e-12 8.413e-12 8.412e-12 8.412e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.412e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.411e-12 8.750e-12 +79 EP 6 2.066e-11 2.066e-11 2.153e-11 3.822e-11 5.477e-11 1.607e-09 9.934e-01 1.405e-07 6.281e-03 1.347e-09 9.341e-08 4.093e-10 1.072e-04 1.976e-04 3.442e-10 8.257e-06 5.122e-08 5.238e-11 1.067e-10 3.594e-11 1.049e-05 1.936e-05 4.704e-11 2.195e-11 2.291e-11 2.247e-11 2.138e-11 2.254e-11 2.067e-11 2.070e-11 2.074e-11 2.067e-11 2.066e-11 2.077e-11 2.191e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.067e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 2.066e-11 1.047e-10 +79 EP 7 3.634e-11 3.634e-11 3.676e-11 3.674e-11 4.144e-11 1.551e-10 3.089e-05 5.539e-04 1.395e-03 3.831e-10 1.393e-03 4.763e-03 4.949e-01 4.785e-01 1.748e-02 3.921e-10 2.383e-04 5.377e-09 3.541e-05 5.463e-10 4.565e-09 5.528e-06 9.134e-05 1.495e-09 1.255e-10 2.301e-10 1.259e-10 4.857e-11 9.442e-05 4.705e-11 1.316e-10 3.693e-11 4.630e-11 9.043e-11 5.678e-11 5.158e-11 5.909e-11 3.448e-05 3.703e-11 3.829e-11 3.652e-11 3.637e-11 3.694e-11 3.634e-11 3.650e-11 3.639e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.649e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.650e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.706e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 3.634e-11 4.185e-04 +79 EP 8 5.554e-11 5.554e-11 5.554e-11 5.555e-11 5.564e-11 5.680e-11 6.844e-11 6.355e-11 7.012e-11 6.966e-11 7.672e-11 8.619e-11 1.683e-10 2.854e-05 3.138e-10 1.029e-10 2.130e-10 1.312e-10 1.481e-10 2.475e-10 1.383e-10 1.596e-10 1.998e-09 8.297e-02 2.007e-01 2.269e-01 2.106e-01 1.640e-01 8.132e-02 2.585e-02 6.041e-03 6.845e-10 3.261e-10 1.601e-10 1.869e-10 3.235e-10 3.807e-10 2.256e-04 6.790e-05 5.244e-05 9.996e-11 1.139e-10 8.662e-11 6.666e-11 4.861e-05 5.914e-11 5.615e-11 5.566e-11 5.692e-11 5.580e-11 5.855e-11 7.873e-11 5.743e-11 8.097e-11 5.556e-11 5.556e-11 6.248e-11 5.371e-05 4.778e-05 5.556e-11 5.554e-11 5.554e-11 5.554e-11 6.062e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.635e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 5.554e-11 1.096e-03 +79 EP 9 3.727e-11 3.727e-11 3.728e-11 3.732e-11 3.840e-11 4.154e-11 3.895e-10 6.329e-05 5.693e-04 1.638e-05 7.819e-04 6.889e-04 1.281e-03 1.488e-09 2.452e-10 1.187e-10 4.764e-10 2.241e-01 3.573e-01 2.990e-01 1.014e-01 1.195e-02 2.709e-10 1.929e-10 3.949e-10 1.722e-04 3.374e-04 1.693e-10 1.099e-08 3.147e-04 7.601e-05 1.596e-10 6.552e-05 5.927e-11 2.306e-04 2.490e-10 8.305e-05 5.341e-05 4.357e-11 1.572e-10 3.818e-11 6.076e-11 3.832e-11 3.751e-11 9.813e-11 3.832e-11 3.857e-11 3.727e-11 3.772e-11 3.733e-11 3.828e-11 4.092e-11 3.728e-11 3.739e-11 3.727e-11 3.727e-11 3.753e-11 5.191e-11 3.747e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.893e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.728e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 3.727e-11 1.469e-03 +79 EP 10 2.360e-11 2.360e-11 2.372e-11 2.492e-11 5.256e-11 5.031e-04 2.644e-03 9.096e-03 2.571e-06 9.543e-01 2.446e-02 3.464e-09 3.774e-03 2.553e-04 3.353e-03 4.897e-04 1.515e-04 6.647e-04 2.101e-04 1.111e-05 9.168e-07 8.647e-11 7.422e-11 5.754e-11 5.380e-11 4.323e-11 1.224e-05 3.286e-11 2.835e-11 2.436e-11 2.843e-11 2.380e-11 2.485e-11 2.745e-11 2.450e-11 2.596e-11 2.684e-11 2.383e-11 2.368e-11 2.752e-11 2.378e-11 2.362e-11 2.361e-11 2.360e-11 2.483e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.847e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.362e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.360e-11 2.671e-05 +79 EP 11 3.172e-11 3.172e-11 3.195e-11 3.269e-11 4.359e-11 7.453e-05 2.018e-03 9.645e-04 9.503e-03 4.358e-10 9.766e-02 6.539e-01 2.197e-01 4.261e-03 7.439e-03 2.826e-03 1.145e-03 1.327e-09 3.944e-10 2.709e-04 6.644e-10 1.175e-04 4.601e-05 1.037e-04 1.010e-10 1.308e-10 4.746e-11 5.875e-11 6.567e-11 3.660e-11 5.971e-11 3.211e-11 3.503e-11 3.689e-11 3.401e-11 3.454e-11 3.188e-05 3.298e-11 3.187e-11 4.074e-11 3.183e-11 3.175e-11 3.174e-11 3.172e-11 3.591e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.191e-11 3.172e-11 3.237e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.175e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 3.172e-11 5.036e-10 +79 EP 12 5.840e-11 5.840e-11 5.850e-11 6.057e-11 9.655e-11 7.766e-04 5.082e-03 9.195e-04 2.163e-02 1.030e-08 9.599e-01 1.310e-07 1.524e-09 9.958e-03 2.812e-09 1.491e-03 1.419e-06 6.366e-10 5.476e-10 1.477e-04 3.082e-10 6.713e-10 1.536e-10 1.277e-10 1.220e-10 9.775e-11 7.900e-11 9.322e-11 7.095e-11 5.946e-11 6.587e-11 5.854e-11 6.304e-11 6.292e-11 5.898e-11 6.133e-11 9.937e-11 5.845e-11 5.849e-11 5.797e-05 5.841e-11 5.840e-11 5.840e-11 5.840e-11 5.936e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.845e-11 5.840e-11 5.910e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 5.840e-11 2.238e-10 +79 EP 13 1.658e-10 5.470e-03 9.617e-01 3.030e-02 2.506e-03 4.034e-10 3.425e-10 2.032e-10 2.456e-10 2.426e-10 2.178e-10 1.674e-10 1.670e-10 1.658e-10 1.661e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 1.658e-10 +79 EP 14 3.624e-11 3.624e-11 3.669e-11 3.641e-11 3.945e-11 5.748e-11 1.923e-10 1.169e-03 2.388e-03 4.448e-10 6.413e-04 3.769e-03 4.936e-10 1.530e-01 6.006e-01 2.322e-01 7.563e-10 3.129e-10 3.794e-03 6.087e-10 3.273e-04 1.477e-03 2.541e-10 2.489e-09 5.679e-10 4.498e-10 1.582e-10 9.492e-05 8.957e-11 9.258e-11 1.197e-10 4.030e-11 7.223e-11 5.955e-05 8.605e-11 6.926e-05 7.468e-11 5.035e-11 4.125e-11 3.977e-11 3.649e-11 3.734e-11 3.743e-11 3.625e-11 4.056e-11 3.629e-11 3.661e-11 3.624e-11 3.625e-11 3.625e-11 3.629e-11 3.745e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.875e-11 3.625e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.675e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 3.624e-11 4.283e-04 +79 EP 15 3.281e-11 3.281e-11 3.455e-11 3.701e-11 6.522e-11 4.938e-04 9.677e-10 2.283e-09 5.859e-01 3.733e-01 2.862e-02 3.295e-03 6.497e-03 9.875e-04 5.872e-04 3.438e-10 1.825e-10 2.732e-10 4.114e-10 2.142e-04 8.960e-11 1.641e-05 7.571e-11 1.440e-10 4.925e-11 1.221e-10 4.444e-11 5.371e-11 1.256e-10 3.538e-11 3.897e-11 3.299e-11 3.319e-11 1.449e-05 3.306e-11 4.263e-11 3.303e-11 3.372e-11 3.300e-11 3.330e-11 3.287e-11 3.301e-11 3.281e-11 3.281e-11 2.216e-10 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.355e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.282e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 3.281e-11 1.132e-09 +79 EP 16 3.379e-11 3.379e-11 3.395e-11 3.391e-11 3.862e-11 4.286e-11 6.479e-05 4.841e-04 1.600e-03 1.640e-03 1.559e-03 1.903e-03 5.836e-03 3.635e-10 3.055e-10 3.112e-01 4.636e-01 1.923e-01 1.517e-02 2.231e-10 4.092e-10 2.675e-03 2.728e-10 8.626e-10 1.220e-04 3.111e-04 3.114e-10 5.073e-05 2.241e-10 2.446e-09 2.646e-05 4.403e-11 8.678e-11 5.839e-11 1.512e-10 3.806e-05 8.636e-10 6.923e-11 3.708e-11 4.556e-11 3.409e-11 3.923e-11 3.640e-11 3.382e-11 4.992e-11 3.390e-11 3.448e-11 3.379e-11 3.387e-11 3.383e-11 3.477e-11 3.570e-11 3.379e-11 3.381e-11 3.379e-11 3.379e-11 3.383e-11 6.048e-11 3.382e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.439e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 3.379e-11 1.360e-03 +79 EP 17 4.500e-11 4.500e-11 4.501e-11 4.503e-11 4.534e-11 4.743e-11 3.333e-05 8.266e-11 3.805e-10 5.619e-10 5.850e-10 2.367e-10 5.110e-04 1.161e-04 2.015e-10 1.158e-10 1.528e-10 1.197e-10 1.604e-10 2.915e-02 2.067e-01 2.774e-01 2.561e-01 1.668e-01 5.312e-02 8.067e-03 2.654e-10 1.725e-10 2.562e-10 2.921e-10 2.428e-04 2.682e-10 1.238e-10 9.878e-11 1.147e-10 1.928e-05 2.091e-10 8.275e-11 7.102e-11 8.221e-05 4.933e-11 4.425e-05 4.620e-11 4.594e-11 7.021e-11 4.628e-11 4.540e-11 4.502e-11 4.545e-11 4.510e-11 4.552e-11 5.462e-11 4.510e-11 4.612e-11 4.500e-11 4.500e-11 4.792e-11 7.004e-11 4.713e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.770e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.507e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 4.500e-11 1.673e-03 +79 EP 18 4.421e-11 4.421e-11 4.571e-11 4.644e-11 7.847e-11 7.889e-04 2.517e-03 3.521e-03 2.428e-09 1.654e-02 5.589e-01 3.311e-01 7.821e-02 4.082e-03 2.778e-03 6.339e-09 1.136e-03 1.452e-04 2.186e-04 8.280e-10 3.569e-05 3.411e-10 6.346e-10 1.894e-10 1.309e-10 2.239e-10 8.006e-11 8.862e-11 1.976e-10 4.987e-11 1.957e-05 4.553e-11 4.649e-11 7.879e-11 5.385e-11 6.029e-11 4.775e-11 4.641e-11 4.521e-11 6.700e-11 5.736e-11 4.445e-11 4.424e-11 4.421e-11 1.029e-10 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.422e-11 8.933e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.431e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 4.421e-11 1.082e-07 +79 EP 19 1.131e-11 1.131e-11 1.414e-11 2.121e-11 4.399e-11 6.320e-02 8.920e-01 4.026e-02 2.856e-03 1.197e-03 4.653e-04 1.279e-10 8.395e-10 1.312e-10 7.243e-11 3.183e-10 1.753e-11 1.402e-11 3.909e-11 1.536e-11 1.265e-11 1.522e-11 1.478e-11 1.153e-11 1.143e-11 1.158e-11 1.153e-11 1.456e-11 1.152e-11 1.132e-11 1.133e-11 1.131e-11 1.131e-11 1.135e-11 1.131e-11 1.185e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.154e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.131e-11 1.663e-11 +79 EP 20 1.977e-11 2.033e-11 1.503e-10 9.971e-01 4.627e-10 2.252e-03 5.622e-04 1.775e-10 1.030e-07 7.114e-05 4.794e-05 2.714e-11 2.293e-11 2.037e-11 2.004e-11 2.018e-11 1.983e-11 1.979e-11 1.985e-11 1.981e-11 1.978e-11 1.985e-11 1.980e-11 1.978e-11 1.977e-11 1.977e-11 1.984e-11 1.978e-11 1.978e-11 1.978e-11 1.978e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.978e-11 1.977e-11 1.978e-11 1.977e-11 1.977e-11 1.993e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.982e-11 +79 EP 21 2.815e-11 2.815e-11 3.315e-11 6.657e-11 2.891e-10 9.977e-01 2.147e-03 1.356e-09 8.230e-10 5.117e-10 3.977e-10 1.069e-10 5.579e-05 1.235e-04 5.263e-11 7.333e-11 3.201e-11 3.194e-11 3.759e-11 3.756e-11 2.865e-11 3.267e-11 2.974e-11 2.829e-11 2.819e-11 2.827e-11 2.822e-11 2.858e-11 2.885e-11 2.817e-11 2.816e-11 2.815e-11 2.815e-11 2.816e-11 2.815e-11 2.839e-11 2.815e-11 2.821e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.827e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 2.815e-11 3.010e-11 +79 EP 22 7.540e-11 7.540e-11 7.541e-11 7.581e-11 8.596e-11 1.335e-10 1.187e-03 2.808e-03 1.626e-03 4.257e-10 3.818e-09 4.175e-01 3.860e-01 1.543e-01 2.193e-02 6.128e-03 3.577e-03 1.756e-03 3.494e-09 5.229e-04 7.296e-09 1.657e-06 2.944e-04 5.863e-10 2.671e-08 5.557e-04 1.591e-04 1.290e-10 8.045e-05 1.853e-10 8.151e-11 8.642e-11 3.202e-10 1.251e-10 1.834e-10 1.989e-06 9.772e-11 7.611e-11 7.652e-11 7.666e-11 7.584e-11 7.544e-11 7.550e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.559e-11 7.550e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.541e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 8.324e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 7.540e-11 1.636e-03 +79 EP 23 7.465e-11 7.465e-11 7.465e-11 7.466e-11 7.467e-11 7.691e-11 7.855e-11 8.174e-11 7.849e-11 7.796e-11 9.060e-11 1.004e-10 9.278e-11 8.438e-05 6.549e-05 3.699e-05 3.504e-05 8.995e-11 1.418e-09 2.047e-04 2.041e-10 1.866e-10 4.132e-10 2.018e-10 1.714e-10 2.929e-10 1.398e-03 3.860e-02 1.169e-01 1.643e-01 1.711e-01 1.625e-01 1.396e-01 9.258e-02 6.087e-02 3.095e-02 1.317e-02 5.125e-03 2.365e-03 8.331e-10 9.560e-05 2.499e-10 1.700e-10 1.227e-10 1.149e-10 1.328e-10 9.183e-11 7.884e-11 8.073e-11 7.966e-11 1.022e-10 8.088e-05 8.062e-11 1.462e-10 7.543e-11 7.519e-11 9.351e-11 8.662e-11 5.293e-09 7.526e-11 7.465e-11 7.465e-11 7.465e-11 9.626e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 1.325e-10 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 7.465e-11 2.194e-10 +79 EP 24 1.895e-11 1.895e-11 1.986e-11 2.628e-11 4.550e-11 2.351e-07 1.106e-02 9.172e-01 6.993e-02 9.547e-10 1.762e-03 5.095e-10 1.282e-05 2.196e-10 1.530e-10 1.860e-10 4.562e-11 3.246e-11 2.131e-10 3.552e-11 2.756e-11 3.623e-11 7.469e-11 2.135e-11 2.101e-11 2.627e-11 2.038e-11 2.913e-11 1.994e-11 1.907e-11 1.913e-11 1.896e-11 1.897e-11 1.971e-11 1.897e-11 2.068e-11 1.906e-11 1.899e-11 1.896e-11 1.901e-11 1.896e-11 1.901e-11 1.895e-11 1.895e-11 2.449e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.896e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 1.895e-11 2.359e-10 +79 EP 25 4.456e-11 4.456e-11 4.488e-11 5.133e-11 7.615e-11 3.721e-05 1.037e-09 3.051e-09 5.635e-01 4.245e-01 1.067e-04 1.697e-09 3.966e-03 4.577e-03 1.463e-09 8.818e-04 8.488e-04 5.075e-04 5.411e-04 3.368e-08 3.197e-09 1.561e-04 4.564e-05 2.118e-05 2.572e-06 1.203e-10 2.004e-10 2.107e-05 4.586e-11 4.575e-11 4.588e-11 4.665e-11 4.746e-11 4.502e-11 6.190e-11 4.677e-11 4.503e-11 4.457e-11 4.459e-11 4.513e-11 4.456e-11 4.460e-11 4.458e-11 4.456e-11 4.456e-11 4.456e-11 4.457e-11 4.456e-11 4.456e-11 4.456e-11 4.459e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.533e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 4.456e-11 2.849e-04 +79 EP 26 4.625e-11 4.625e-11 4.632e-11 4.907e-11 7.956e-11 2.739e-04 1.229e-03 7.725e-10 2.688e-09 4.797e-07 7.331e-01 2.394e-01 3.778e-09 9.117e-03 1.090e-02 3.424e-03 1.517e-09 1.236e-06 1.434e-03 3.669e-05 9.114e-10 2.149e-04 1.344e-04 3.298e-10 3.415e-10 1.711e-04 1.489e-10 1.138e-10 6.595e-11 5.133e-11 4.766e-11 4.803e-11 6.330e-11 4.755e-11 5.474e-11 8.043e-11 3.922e-10 4.629e-11 4.629e-11 6.118e-11 4.625e-11 4.626e-11 4.625e-11 4.625e-11 4.634e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 4.625e-11 5.541e-04 +79 EP 27 4.925e-10 4.925e-10 4.925e-10 4.936e-10 4.932e-10 4.995e-10 5.066e-10 5.176e-10 5.168e-10 5.430e-10 8.073e-10 8.436e-10 1.930e-04 7.184e-10 8.633e-04 2.063e-03 2.320e-03 2.348e-03 2.228e-03 4.214e-03 3.595e-03 4.395e-03 7.452e-03 7.277e-03 5.846e-03 6.916e-03 3.865e-03 3.957e-03 4.536e-03 4.419e-03 2.328e-03 4.874e-03 3.430e-03 2.580e-03 1.719e-03 3.625e-03 2.932e-03 1.965e-03 3.883e-04 2.556e-03 1.768e-03 2.413e-03 1.450e-03 3.890e-04 1.261e-09 1.922e-03 5.290e-04 5.179e-10 4.948e-10 5.502e-10 6.318e-04 5.010e-10 4.925e-04 4.931e-10 4.932e-10 4.926e-10 5.268e-10 5.006e-10 4.934e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 5.016e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 4.925e-10 1.970e-03 9.849e-04 4.925e-04 9.852e-04 4.925e-04 4.925e-10 4.925e-10 4.925e-04 4.925e-10 4.925e-10 4.925e-10 4.925e-10 8.921e-01 +79 EP 28 9.162e-11 9.162e-11 9.425e-11 9.238e-11 1.146e-10 1.789e-10 6.215e-04 2.236e-03 1.308e-04 6.547e-10 3.862e-09 9.439e-10 2.839e-01 4.427e-01 2.021e-01 6.308e-02 2.720e-08 1.777e-09 6.858e-04 6.038e-10 5.744e-04 1.070e-03 2.386e-04 4.328e-10 3.806e-10 2.769e-04 2.727e-04 4.941e-10 1.571e-10 1.288e-04 1.185e-04 1.325e-10 1.206e-10 1.164e-10 1.280e-10 1.085e-09 6.354e-06 1.291e-10 9.421e-11 1.448e-10 9.400e-11 9.230e-11 9.162e-11 9.162e-11 8.915e-05 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.271e-11 9.163e-11 1.294e-10 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.167e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 9.162e-11 1.775e-03 +79 TP 1 8.091e-01 2.247e-10 1.425e-10 1.408e-10 1.398e-10 2.452e-10 1.289e-03 3.447e-02 8.322e-03 7.426e-10 5.819e-10 2.829e-10 1.397e-10 1.319e-03 1.519e-10 2.398e-03 1.561e-02 2.195e-10 1.685e-10 1.398e-10 1.403e-10 1.349e-03 1.248e-01 1.420e-10 6.544e-04 4.513e-10 6.788e-04 1.858e-10 +79 TP 2 6.414e-05 4.071e-01 5.080e-02 1.536e-01 1.224e-02 9.829e-02 1.987e-04 1.050e-10 2.231e-10 3.593e-02 1.309e-09 1.204e-03 1.732e-11 3.540e-10 1.737e-01 2.207e-06 1.307e-06 1.700e-02 9.808e-03 1.371e-04 1.667e-09 1.029e-09 4.756e-04 3.029e-02 1.585e-08 9.136e-03 9.673e-11 7.674e-10 +79 TP 3 1.594e-11 1.136e-03 4.292e-01 6.538e-03 2.696e-01 5.557e-03 8.258e-11 3.269e-11 4.112e-11 2.088e-10 6.445e-11 1.565e-10 2.629e-04 7.596e-11 5.417e-05 5.614e-11 5.005e-11 9.266e-11 1.337e-01 2.838e-02 1.126e-01 6.602e-11 9.748e-11 1.222e-02 7.932e-04 1.646e-10 1.937e-05 6.857e-11 +79 TP 4 2.997e-11 1.995e-02 1.403e-01 2.619e-01 3.580e-02 2.985e-01 1.429e-04 5.493e-11 3.089e-05 3.958e-10 7.632e-10 8.048e-10 2.060e-11 1.205e-09 1.019e-02 4.144e-04 6.180e-09 2.342e-03 2.819e-02 2.103e-03 1.479e-09 3.037e-05 8.941e-11 1.974e-01 6.087e-04 1.998e-03 5.230e-11 5.264e-10 +79 TP 5 8.457e-06 6.734e-03 1.181e-01 6.054e-03 5.310e-01 4.454e-10 6.015e-04 9.189e-12 6.321e-05 1.889e-03 7.007e-04 8.348e-04 2.026e-03 2.837e-04 5.130e-03 3.174e-04 1.880e-05 1.680e-03 7.381e-02 1.313e-01 1.021e-01 1.621e-10 1.103e-11 1.605e-02 7.157e-04 3.913e-04 8.597e-12 2.333e-04 +79 TP 6 2.483e-11 6.617e-03 2.970e-01 3.701e-02 8.676e-02 2.470e-01 1.178e-10 8.217e-05 4.972e-11 6.707e-10 1.554e-10 2.635e-10 6.808e-05 1.281e-10 7.150e-03 2.091e-10 2.416e-10 4.999e-10 2.383e-01 6.239e-03 1.075e-09 1.650e-10 6.860e-11 6.791e-02 5.514e-03 3.655e-04 4.430e-11 1.109e-10 +79 TP 7 8.951e-10 1.852e-02 7.067e-03 2.883e-02 1.161e-04 1.756e-02 4.077e-01 1.273e-03 1.022e-09 3.747e-02 1.260e-03 1.611e-02 3.718e-11 1.062e-09 1.498e-03 1.610e-09 6.626e-04 2.057e-03 6.594e-10 2.075e-05 1.662e-10 2.036e-01 8.521e-10 3.485e-03 4.929e-02 4.726e-02 1.025e-09 1.563e-01 +79 TP 8 1.057e-02 3.290e-10 3.708e-05 1.837e-03 5.627e-11 4.019e-04 9.685e-03 6.033e-01 5.162e-02 2.132e-03 3.079e-10 2.732e-10 5.572e-11 1.413e-02 8.874e-11 2.644e-02 1.464e-01 1.088e-10 1.612e-10 6.563e-11 6.863e-11 9.490e-03 1.070e-01 9.056e-11 7.408e-03 7.841e-03 1.775e-03 9.375e-11 +79 TP 9 2.011e-03 2.022e-03 7.260e-04 7.530e-03 9.706e-05 3.951e-03 2.848e-02 3.435e-02 4.937e-01 8.962e-03 1.435e-03 3.906e-04 3.728e-11 6.577e-02 2.272e-10 1.441e-01 1.073e-01 3.818e-04 9.955e-11 3.744e-11 4.852e-11 3.724e-02 1.233e-02 7.307e-10 2.064e-02 2.561e-02 2.973e-03 2.319e-10 +79 TP 10 8.296e-06 1.302e-01 1.929e-02 5.543e-02 4.107e-03 3.971e-02 1.624e-02 9.144e-04 6.128e-03 3.529e-01 1.447e-02 5.326e-02 2.440e-05 1.012e-02 2.154e-02 9.075e-03 3.733e-03 1.220e-01 2.916e-03 1.015e-07 3.381e-10 5.758e-03 1.074e-03 2.003e-09 8.747e-02 3.261e-02 1.288e-04 1.084e-02 +79 TP 11 3.602e-04 2.303e-02 8.188e-03 3.190e-02 9.333e-04 2.337e-02 8.425e-02 3.132e-03 1.541e-02 4.790e-02 4.319e-01 2.135e-02 4.652e-11 2.499e-02 3.444e-09 3.065e-02 7.622e-03 4.943e-09 8.183e-09 1.694e-04 2.540e-10 7.000e-09 1.316e-03 9.143e-03 6.053e-02 1.036e-01 3.334e-04 6.995e-02 +79 TP 12 2.981e-04 4.501e-02 9.669e-03 5.055e-02 2.072e-03 2.954e-02 3.785e-05 4.733e-10 2.004e-03 1.565e-01 9.587e-08 2.524e-01 6.125e-11 2.512e-08 5.313e-03 8.239e-09 1.290e-09 3.639e-01 6.076e-04 3.887e-04 7.508e-10 7.505e-09 2.532e-04 2.424e-06 7.780e-02 1.612e-06 1.645e-10 3.632e-03 +79 TP 13 1.664e-10 1.192e-04 3.293e-03 2.322e-04 5.498e-02 3.212e-07 1.763e-10 1.667e-10 1.673e-10 2.441e-10 1.770e-10 1.865e-10 5.521e-01 8.113e-05 4.664e-04 1.720e-10 1.690e-10 1.875e-10 1.305e-03 3.804e-01 6.025e-03 1.713e-10 1.669e-10 7.359e-04 8.965e-10 1.736e-10 1.698e-10 2.628e-04 +79 TP 14 2.366e-04 1.448e-02 4.268e-03 2.282e-02 4.046e-04 1.154e-02 1.411e-01 6.498e-03 3.654e-02 2.322e-02 8.861e-03 5.792e-03 3.667e-11 3.939e-01 1.039e-09 1.096e-01 1.773e-02 8.587e-03 4.630e-10 6.984e-11 9.870e-11 1.001e-01 3.054e-03 1.048e-09 3.808e-02 5.312e-02 1.483e-04 2.659e-09 +79 TP 15 2.286e-04 1.518e-02 2.347e-02 3.445e-05 9.694e-03 1.817e-04 6.198e-02 4.712e-03 2.050e-02 2.194e-01 8.450e-02 6.638e-02 3.629e-11 4.544e-02 6.538e-02 3.623e-02 9.493e-03 1.413e-01 4.848e-02 8.310e-04 3.895e-03 1.855e-02 5.862e-05 3.728e-02 3.029e-07 5.211e-02 4.114e-04 3.422e-02 +79 TP 16 1.052e-03 4.808e-03 1.792e-03 1.400e-02 1.789e-04 7.852e-03 5.145e-02 1.628e-02 1.189e-01 1.495e-02 2.169e-03 4.645e-03 3.602e-11 1.477e-01 6.723e-04 4.342e-01 3.913e-02 2.949e-03 1.463e-10 3.413e-11 9.891e-11 6.478e-02 4.894e-03 4.910e-10 3.077e-02 3.582e-02 9.897e-04 3.268e-10 +79 TP 17 4.127e-03 4.109e-10 1.814e-04 3.699e-03 4.744e-11 1.864e-03 1.608e-02 1.102e-01 1.515e-01 4.921e-03 4.259e-10 7.415e-04 4.500e-11 3.048e-02 1.831e-10 5.386e-02 5.467e-01 2.397e-10 1.704e-10 4.508e-11 5.709e-11 1.945e-02 2.785e-02 1.813e-10 1.263e-02 1.358e-02 2.152e-03 1.284e-10 +79 TP 18 1.526e-05 4.192e-02 1.457e-02 2.796e-02 2.954e-03 2.966e-02 1.160e-01 9.583e-03 3.874e-02 4.353e-02 2.713e-01 1.019e-07 4.679e-05 6.908e-02 1.270e-02 6.756e-02 1.969e-02 2.226e-02 8.720e-03 1.466e-10 3.971e-10 4.429e-03 3.140e-03 1.736e-02 3.293e-02 8.263e-02 1.036e-03 6.218e-02 +79 TP 19 3.161e-11 6.018e-02 1.113e-01 5.315e-02 4.619e-02 4.469e-02 5.537e-03 2.810e-04 1.527e-03 2.283e-02 9.229e-03 7.197e-03 5.010e-05 3.756e-03 5.337e-02 3.468e-03 8.401e-04 1.985e-02 3.495e-01 4.253e-03 1.982e-02 1.415e-03 3.718e-05 1.584e-01 1.163e-02 7.251e-03 1.537e-05 4.273e-03 +79 TP 20 2.021e-11 1.670e-03 2.457e-02 1.134e-03 2.983e-01 6.879e-10 1.854e-05 5.622e-11 2.338e-06 8.691e-04 3.491e-04 3.222e-04 4.661e-02 2.695e-10 8.430e-04 7.527e-05 5.787e-05 2.668e-04 1.996e-02 5.687e-01 3.172e-02 9.127e-11 1.960e-05 4.347e-03 5.949e-09 2.326e-10 3.816e-05 1.544e-04 +79 TP 21 3.532e-11 5.575e-02 1.893e-02 4.072e-02 4.120e-03 3.364e-09 5.405e-03 2.144e-04 1.574e-03 1.909e-02 9.822e-03 7.467e-03 1.281e-10 3.821e-03 5.421e-02 2.579e-03 8.414e-04 1.827e-02 3.807e-01 1.719e-03 2.233e-01 8.271e-10 1.055e-04 1.359e-01 7.354e-03 5.037e-03 4.296e-11 3.095e-03 +79 TP 22 1.088e-09 1.644e-02 1.539e-02 6.108e-02 1.939e-03 3.884e-02 5.694e-09 1.293e-09 6.729e-10 6.941e-02 3.778e-01 5.606e-08 9.580e-11 9.190e-10 2.284e-04 9.227e-10 9.225e-10 1.818e-09 9.141e-09 2.648e-04 3.725e-09 5.049e-09 2.001e-04 6.263e-03 1.296e-01 2.823e-01 2.609e-04 3.201e-09 +79 TP 23 7.029e-02 2.519e-10 8.079e-11 1.808e-04 7.518e-11 1.399e-04 3.075e-03 1.472e-01 2.409e-02 1.278e-03 2.212e-04 1.179e-04 7.619e-11 6.547e-03 1.004e-10 1.003e-02 4.754e-02 3.361e-10 2.894e-10 7.468e-05 6.589e-05 4.861e-03 6.754e-01 1.037e-10 3.882e-03 3.888e-03 1.075e-03 1.000e-10 +79 TP 24 7.330e-11 1.354e-01 3.909e-02 4.271e-02 1.788e-02 3.472e-03 1.696e-02 5.273e-04 4.784e-03 3.830e-02 3.010e-02 2.335e-02 1.978e-11 9.851e-03 1.537e-01 1.054e-02 2.030e-03 4.011e-02 1.004e-01 9.678e-04 1.036e-02 4.018e-03 3.447e-04 2.505e-01 3.805e-02 1.669e-02 2.054e-04 9.576e-03 +79 TP 25 1.039e-10 3.874e-01 7.797e-02 2.836e-01 1.520e-02 1.665e-01 2.212e-09 1.177e-10 3.986e-10 3.110e-02 6.524e-10 1.414e-09 9.539e-11 2.561e-06 1.506e-09 1.172e-03 2.650e-10 2.415e-09 9.032e-10 1.325e-03 3.535e-10 7.207e-10 1.458e-10 3.786e-09 3.529e-02 3.836e-07 1.732e-04 2.830e-04 +79 TP 26 2.417e-10 6.536e-02 3.141e-02 9.760e-02 5.942e-03 6.568e-02 1.710e-09 3.259e-10 7.605e-10 1.948e-01 1.557e-02 2.193e-01 7.607e-11 2.449e-09 4.486e-09 8.492e-10 6.218e-04 7.000e-05 1.147e-08 4.095e-05 1.330e-09 2.055e-09 1.350e-10 6.318e-03 1.902e-01 1.070e-01 8.080e-10 3.539e-09 +79 TP 27 2.507e-03 1.295e-09 6.304e-10 2.861e-03 5.008e-10 2.493e-03 5.627e-03 1.717e-02 2.392e-02 2.820e-09 4.610e-09 1.673e-09 5.029e-10 2.023e-02 7.122e-10 1.088e-02 1.431e-02 2.242e-04 1.138e-09 4.923e-04 5.004e-10 2.828e-02 7.573e-03 1.133e-09 1.148e-02 1.046e-02 8.415e-01 3.018e-09 +79 TP 28 1.554e-03 6.754e-04 1.100e-03 7.088e-03 1.471e-09 5.240e-03 3.022e-09 2.382e-02 1.466e-01 1.013e-08 4.358e-09 1.211e-03 9.318e-11 3.972e-01 1.065e-02 2.732e-01 6.882e-02 1.037e-02 1.825e-09 2.881e-10 2.875e-10 2.981e-09 1.025e-02 2.302e-03 1.386e-06 9.115e-09 3.143e-03 3.680e-02 +80 IP 1 6.272e-09 +80 IP 2 6.934e-04 +80 IP 3 3.300e-09 +80 IP 4 1.730e-01 +80 IP 5 1.912e-03 +80 IP 6 7.368e-03 +80 IP 7 3.302e-09 +80 IP 8 3.300e-09 +80 IP 9 3.300e-09 +80 IP 10 3.301e-09 +80 IP 11 4.576e-03 +80 IP 12 4.404e-01 +80 IP 13 3.302e-09 +80 IP 14 5.573e-09 +80 IP 15 2.959e-01 +80 IP 16 3.300e-09 +80 IP 17 1.124e-08 +80 IP 18 6.112e-09 +80 IP 19 6.494e-02 +80 IP 20 3.300e-09 +80 IP 21 3.300e-09 +80 IP 22 3.301e-09 +80 IP 23 3.302e-09 +80 IP 24 3.302e-09 +80 IP 25 3.300e-09 +80 IP 26 3.300e-09 +80 IP 27 3.300e-09 +80 IP 28 3.349e-09 +80 IP 29 3.302e-09 +80 IP 30 1.124e-02 +80 IP 31 3.361e-09 +80 IP 32 3.303e-09 +80 IP 33 3.302e-09 +80 IP 34 3.300e-09 +80 EP 1 1.917e-11 1.917e-11 1.918e-11 2.398e-11 4.997e-11 3.348e-03 1.470e-02 1.354e-01 8.252e-01 9.222e-05 1.644e-02 3.046e-03 1.536e-03 1.558e-09 3.714e-10 1.633e-04 2.572e-10 3.087e-05 7.881e-11 8.571e-06 2.438e-09 4.859e-11 3.300e-11 1.705e-10 2.080e-11 1.684e-10 8.159e-11 2.014e-11 1.968e-11 3.107e-11 2.452e-11 1.939e-11 1.917e-11 1.917e-11 1.918e-11 1.917e-11 1.917e-11 1.927e-11 1.919e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 2.132e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 1.917e-11 4.181e-11 +80 EP 2 1.696e-11 1.696e-11 1.803e-11 6.446e-11 1.862e-10 9.843e-01 8.923e-03 6.231e-03 3.381e-04 1.770e-04 2.281e-05 3.312e-08 8.170e-06 5.565e-11 3.604e-11 1.410e-05 2.272e-11 3.801e-11 2.016e-11 2.518e-11 2.143e-11 1.765e-11 1.637e-05 1.724e-11 1.697e-11 1.777e-11 1.707e-11 1.696e-11 1.697e-11 2.635e-11 1.697e-11 1.697e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.697e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 1.696e-11 3.241e-11 +80 EP 3 4.794e-10 4.794e-10 4.794e-10 4.797e-10 4.801e-10 4.833e-10 4.866e-10 1.073e-09 4.971e-10 5.058e-10 6.479e-10 5.695e-10 5.399e-10 9.606e-04 6.597e-10 1.053e-03 2.215e-03 3.415e-03 4.996e-03 6.684e-03 7.284e-03 7.854e-03 6.849e-03 7.344e-03 1.041e-02 8.017e-03 7.583e-03 1.040e-02 8.180e-03 7.375e-03 3.337e-03 6.268e-03 5.409e-03 4.081e-03 2.736e-03 2.945e-03 3.884e-03 4.358e-03 1.817e-03 2.168e-04 2.103e-03 9.733e-10 8.850e-04 6.175e-04 5.753e-04 8.966e-04 4.638e-04 4.829e-10 4.800e-10 4.817e-04 7.765e-10 4.371e-04 4.820e-10 4.795e-10 4.809e-10 4.794e-10 4.794e-10 4.794e-10 4.795e-10 4.794e-10 4.795e-10 4.794e-10 4.794e-10 4.795e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-04 4.794e-04 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 4.794e-10 8.569e-01 +80 EP 4 9.315e-12 9.319e-12 1.774e-11 7.985e-11 9.793e-01 1.688e-02 2.033e-03 1.131e-03 4.047e-04 2.302e-04 1.761e-05 1.807e-05 1.567e-11 1.151e-11 9.802e-06 2.149e-11 4.013e-11 7.362e-06 1.027e-11 9.620e-12 9.437e-12 9.386e-12 9.852e-12 9.363e-12 9.317e-12 9.375e-12 9.332e-12 9.316e-12 9.316e-12 9.533e-12 9.316e-12 9.315e-12 9.316e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.320e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.315e-12 9.697e-12 +80 EP 5 1.825e-11 1.825e-11 1.832e-11 2.347e-11 4.186e-11 2.502e-09 2.493e-02 9.255e-01 3.747e-02 8.722e-03 2.382e-03 7.027e-04 2.166e-04 3.242e-10 1.379e-09 7.699e-11 6.314e-11 4.873e-11 6.709e-05 6.038e-11 3.329e-11 2.274e-11 2.082e-11 2.137e-11 1.833e-11 4.166e-11 2.265e-11 1.831e-11 1.858e-11 2.015e-11 1.848e-11 1.839e-11 1.826e-11 1.825e-11 1.825e-11 1.829e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.830e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 1.825e-11 2.649e-11 +80 EP 6 1.954e-11 1.956e-11 1.995e-11 3.237e-11 7.040e-11 3.952e-09 9.962e-01 2.955e-03 4.206e-05 1.632e-09 5.416e-04 1.055e-07 2.271e-04 6.956e-11 1.761e-10 6.677e-11 6.385e-11 3.336e-11 1.772e-10 3.323e-11 2.807e-11 2.395e-11 2.189e-11 2.678e-11 1.969e-11 2.401e-11 2.138e-11 1.971e-11 1.960e-11 2.016e-11 1.970e-11 1.958e-11 1.956e-11 1.954e-11 1.954e-11 1.955e-11 1.954e-11 1.958e-11 1.955e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 2.049e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 2.370e-11 +80 EP 7 8.171e-11 8.171e-11 8.171e-11 9.821e-11 8.536e-11 1.072e-04 4.776e-10 6.443e-04 7.280e-04 2.009e-09 2.479e-09 5.225e-10 3.452e-01 5.537e-01 8.084e-02 1.514e-08 1.884e-09 8.377e-03 4.647e-03 1.015e-03 1.757e-03 7.939e-10 9.219e-08 2.084e-04 1.663e-04 1.478e-09 1.070e-04 1.401e-06 1.638e-10 1.738e-10 4.029e-04 8.110e-05 1.057e-10 9.106e-11 8.877e-11 2.310e-10 1.047e-10 8.421e-11 8.204e-11 8.204e-11 8.397e-11 8.182e-11 8.173e-11 8.171e-11 8.378e-11 7.886e-05 8.177e-11 8.171e-11 8.184e-11 8.300e-11 8.179e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 8.171e-11 1.904e-03 +80 EP 8 7.069e-11 7.069e-11 7.069e-11 7.076e-11 7.080e-11 7.098e-11 7.198e-11 8.394e-11 7.471e-11 7.555e-11 9.558e-11 8.449e-11 1.292e-04 1.097e-10 1.140e-04 1.169e-10 7.725e-06 6.303e-06 1.498e-10 1.633e-10 2.717e-10 1.475e-10 2.122e-09 5.024e-10 1.520e-10 1.924e-10 4.147e-09 3.050e-02 1.226e-01 1.792e-01 1.811e-01 1.688e-01 1.365e-01 9.680e-02 4.741e-02 2.470e-02 1.036e-02 1.124e-03 5.806e-10 5.627e-10 3.224e-10 1.188e-10 3.795e-10 1.098e-10 1.026e-10 2.012e-10 7.531e-11 8.256e-11 9.428e-11 3.482e-10 8.587e-11 7.641e-11 8.584e-11 5.425e-05 1.112e-10 7.713e-11 7.138e-11 7.155e-11 7.973e-11 7.130e-11 9.269e-11 7.069e-11 7.069e-11 9.083e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 7.069e-11 5.927e-04 +80 EP 9 4.606e-11 4.606e-11 4.606e-11 4.617e-11 4.682e-11 4.922e-11 5.287e-11 8.201e-11 1.505e-04 1.000e-10 1.044e-04 2.443e-04 4.152e-04 6.955e-04 3.300e-04 1.148e-09 1.512e-10 2.307e-10 1.176e-10 2.825e-10 9.263e-02 2.576e-01 3.024e-01 2.406e-01 9.058e-02 1.307e-02 4.549e-10 1.651e-10 3.189e-10 1.159e-04 1.691e-04 2.500e-04 1.339e-08 1.682e-10 1.497e-10 1.256e-04 1.521e-04 1.469e-05 9.281e-05 1.043e-10 3.597e-05 4.363e-05 8.506e-11 6.764e-11 4.857e-11 5.755e-11 4.852e-11 4.632e-11 4.657e-11 8.220e-11 2.190e-10 4.638e-11 4.612e-11 4.617e-11 6.150e-11 4.607e-11 4.606e-11 4.606e-11 4.611e-11 4.606e-11 4.617e-11 4.606e-11 4.606e-11 4.609e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 4.606e-11 1.685e-04 +80 EP 10 1.587e-10 1.587e-10 1.587e-10 1.950e-10 2.487e-10 6.554e-04 1.123e-09 1.289e-09 1.336e-08 8.936e-01 1.036e-01 2.463e-09 2.093e-09 9.318e-04 2.627e-08 2.364e-09 6.260e-09 1.054e-04 2.503e-09 9.012e-04 5.000e-10 1.146e-06 5.302e-10 3.200e-10 2.198e-10 3.172e-09 2.051e-10 2.079e-10 2.705e-10 2.084e-10 1.483e-04 1.704e-10 1.706e-10 1.595e-10 1.607e-10 5.211e-05 1.888e-10 1.605e-10 1.589e-10 1.589e-10 1.588e-10 1.588e-10 1.590e-10 1.588e-10 1.608e-10 1.592e-10 1.588e-10 1.587e-10 1.608e-10 1.591e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 1.587e-10 4.123e-10 +80 EP 11 1.563e-11 1.563e-11 1.587e-11 3.037e-11 4.730e-11 4.193e-02 9.206e-01 3.199e-02 4.573e-03 7.990e-10 3.883e-08 8.593e-04 8.683e-05 4.748e-11 7.452e-11 2.071e-10 2.994e-11 2.662e-11 3.272e-11 6.111e-11 2.031e-11 1.672e-11 5.922e-11 1.645e-11 1.565e-11 1.948e-11 1.606e-11 1.563e-11 1.564e-11 2.018e-11 1.566e-11 1.565e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 2.672e-11 +80 EP 12 2.340e-11 2.365e-11 1.733e-10 9.976e-01 1.207e-07 2.070e-03 3.587e-04 6.692e-11 7.696e-11 2.638e-08 3.303e-11 3.283e-11 2.495e-11 2.393e-11 3.513e-11 3.313e-11 2.713e-11 3.404e-11 2.369e-11 2.343e-11 2.341e-11 2.341e-11 2.347e-11 2.341e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.342e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.340e-11 2.344e-11 +80 EP 13 2.748e-11 2.760e-11 2.748e-11 3.224e-11 5.779e-11 4.607e-05 1.360e-03 2.195e-03 6.872e-04 1.741e-09 9.791e-03 6.978e-10 4.559e-01 4.549e-01 6.569e-02 3.996e-10 3.018e-03 2.052e-03 2.942e-03 1.062e-03 8.068e-06 1.201e-04 3.667e-10 6.758e-10 1.614e-10 1.346e-10 7.692e-05 9.976e-11 7.623e-11 4.231e-11 5.225e-11 1.495e-05 3.253e-11 2.807e-11 2.785e-11 2.854e-11 2.852e-11 3.139e-11 3.271e-11 2.751e-11 2.755e-11 2.757e-11 2.748e-11 2.748e-11 2.748e-11 2.952e-11 2.754e-11 2.752e-11 2.748e-11 1.009e-10 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 2.748e-11 1.183e-04 +80 EP 14 3.541e-11 3.541e-11 3.575e-11 1.311e-09 1.153e-10 2.877e-05 5.724e-01 3.271e-01 6.916e-02 2.053e-02 9.881e-03 3.951e-09 5.800e-04 3.049e-10 1.282e-04 4.374e-10 1.278e-10 3.206e-10 1.028e-10 2.608e-05 6.334e-05 6.772e-11 5.091e-11 6.240e-11 3.620e-11 1.959e-10 4.183e-11 3.561e-11 3.577e-11 3.482e-05 3.612e-11 3.621e-11 3.543e-11 3.542e-11 3.549e-11 3.552e-11 3.542e-11 3.552e-11 3.545e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.544e-11 3.541e-11 3.541e-11 3.541e-11 3.542e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.633e-05 +80 EP 15 2.374e-10 5.934e-03 9.844e-01 7.347e-03 1.835e-03 4.713e-04 1.196e-09 2.533e-10 2.545e-10 4.834e-08 2.403e-10 2.397e-10 2.434e-10 2.377e-10 2.396e-10 2.422e-10 2.381e-10 2.611e-10 2.375e-10 2.374e-10 2.378e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 2.374e-10 +80 EP 16 3.541e-11 3.541e-11 3.542e-11 3.567e-11 3.699e-11 5.283e-11 6.531e-05 2.745e-05 3.366e-04 1.019e-03 2.235e-03 7.270e-09 3.243e-03 4.929e-04 7.063e-10 6.002e-02 3.840e-01 4.159e-01 1.295e-01 2.179e-04 2.027e-10 1.195e-09 2.321e-03 1.474e-09 5.436e-06 1.218e-04 1.284e-04 1.191e-10 4.116e-10 7.590e-11 2.580e-10 1.121e-10 1.496e-10 9.788e-11 5.083e-11 5.225e-11 4.713e-11 7.551e-11 1.137e-09 5.036e-11 4.094e-11 4.441e-11 3.583e-11 3.582e-11 3.587e-11 1.455e-10 3.491e-05 3.544e-11 3.547e-11 3.855e-11 6.399e-11 3.543e-11 3.542e-11 3.542e-11 3.553e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.541e-11 3.541e-11 3.542e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.542e-11 3.542e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 3.541e-11 2.920e-04 +80 EP 17 5.382e-11 5.382e-11 5.390e-11 6.781e-11 9.576e-11 1.120e-09 1.537e-09 9.976e-01 7.753e-05 6.851e-09 4.653e-09 5.714e-06 2.319e-09 1.549e-03 2.745e-04 1.963e-04 1.771e-10 2.463e-04 1.562e-10 2.571e-10 1.910e-10 8.692e-11 1.069e-10 1.153e-10 5.716e-11 7.127e-05 1.391e-10 5.480e-11 5.711e-11 7.032e-11 5.657e-11 6.192e-11 5.409e-11 5.385e-11 5.398e-11 5.407e-11 5.386e-11 5.386e-11 5.385e-11 5.383e-11 5.383e-11 5.382e-11 5.382e-11 5.382e-11 5.383e-11 5.385e-11 5.382e-11 5.382e-11 5.383e-11 5.475e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 5.382e-11 7.610e-11 +80 EP 18 8.324e-11 8.324e-11 8.325e-11 8.756e-11 1.734e-10 1.860e-09 9.085e-10 7.868e-09 9.297e-01 5.740e-02 2.880e-03 4.139e-04 3.297e-03 4.217e-03 8.332e-04 1.266e-03 8.257e-10 4.968e-10 2.522e-10 8.466e-10 1.916e-10 1.993e-10 1.518e-10 1.323e-10 1.386e-10 6.304e-10 3.222e-10 1.070e-10 1.014e-10 9.715e-11 1.137e-10 1.017e-10 8.763e-11 8.395e-11 8.472e-11 8.653e-11 8.461e-11 1.266e-10 8.464e-11 8.334e-11 8.326e-11 8.325e-11 8.324e-11 8.324e-11 8.324e-11 8.398e-11 8.334e-11 8.324e-11 8.324e-11 2.691e-10 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 8.324e-11 1.222e-10 +80 EP 19 1.324e-11 1.324e-11 1.571e-11 3.302e-11 1.715e-10 9.700e-01 2.888e-02 1.058e-03 3.200e-09 8.523e-08 1.446e-10 2.482e-05 1.395e-10 3.135e-11 4.835e-11 2.450e-11 2.320e-05 8.991e-11 5.981e-11 1.540e-11 1.378e-11 1.417e-11 1.372e-11 1.411e-11 1.325e-11 1.359e-11 1.338e-11 1.324e-11 1.324e-11 1.395e-11 1.324e-11 1.324e-11 1.325e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.330e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.324e-11 1.463e-11 +80 EP 20 1.537e-10 1.537e-10 1.537e-10 1.570e-10 2.663e-10 8.252e-10 3.676e-09 2.626e-09 7.636e-09 6.733e-01 2.823e-01 4.378e-02 1.369e-08 1.261e-08 2.225e-09 5.015e-09 2.112e-09 4.685e-09 1.477e-08 1.457e-09 7.578e-10 1.445e-09 5.668e-10 3.459e-10 1.305e-09 2.216e-10 1.247e-04 3.232e-10 2.078e-10 1.238e-04 2.227e-04 1.001e-04 1.678e-10 1.567e-10 2.303e-10 1.667e-10 1.729e-10 7.525e-05 1.601e-10 1.545e-10 1.537e-10 1.538e-10 1.542e-10 1.537e-10 1.537e-10 1.561e-10 1.542e-10 1.537e-10 1.537e-10 8.352e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 1.537e-10 3.728e-10 +80 EP 21 3.834e-11 3.834e-11 3.834e-11 3.853e-11 3.930e-11 5.589e-11 5.624e-11 1.251e-04 4.439e-04 1.925e-10 3.453e-04 9.304e-05 1.210e-03 2.614e-03 2.810e-03 4.789e-10 1.376e-10 1.611e-02 2.823e-01 3.734e-01 2.511e-01 6.629e-02 4.507e-04 2.039e-10 4.175e-10 1.448e-03 1.212e-09 1.473e-10 5.736e-10 1.017e-09 2.196e-10 2.541e-10 1.072e-10 7.969e-11 1.342e-10 6.253e-11 6.035e-11 9.174e-11 2.162e-10 7.197e-11 4.578e-11 1.391e-05 4.086e-11 4.074e-11 3.958e-11 4.647e-11 5.845e-11 3.840e-11 3.844e-11 4.328e-11 6.299e-11 3.839e-11 3.835e-11 3.836e-11 3.906e-11 3.834e-11 3.834e-11 3.834e-11 3.835e-11 3.834e-11 3.836e-11 3.834e-11 3.834e-11 3.835e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 3.834e-11 1.278e-03 +80 EP 22 2.924e-11 2.924e-11 2.924e-11 2.975e-11 3.915e-11 5.113e-11 4.963e-05 6.113e-04 2.861e-08 1.231e-03 3.465e-03 3.046e-10 5.279e-09 8.047e-02 4.579e-01 3.752e-01 7.510e-02 8.277e-10 1.058e-09 2.606e-03 9.322e-10 1.502e-03 1.113e-03 2.029e-05 3.198e-04 5.958e-10 9.980e-10 9.498e-11 1.318e-10 4.762e-11 1.617e-10 1.046e-10 6.145e-11 7.415e-10 3.167e-11 6.098e-11 3.248e-11 3.580e-11 4.611e-11 2.967e-11 3.004e-11 2.939e-11 2.928e-11 2.926e-11 2.944e-11 4.592e-11 2.945e-11 2.925e-11 2.927e-11 4.130e-11 2.930e-11 2.925e-11 2.924e-11 2.924e-11 2.925e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 3.958e-04 +80 EP 23 4.984e-11 4.984e-11 4.984e-11 5.562e-11 2.241e-10 1.826e-09 2.852e-05 2.426e-03 6.134e-07 1.345e-09 4.745e-01 4.104e-01 9.959e-02 7.333e-03 3.446e-03 4.787e-09 1.183e-03 4.591e-09 1.209e-09 4.590e-04 7.470e-10 5.384e-10 2.669e-10 1.155e-10 1.218e-10 2.042e-09 2.007e-10 1.320e-10 7.460e-11 1.495e-10 5.016e-10 2.088e-10 5.218e-11 5.080e-11 5.117e-11 5.106e-11 5.107e-11 6.249e-11 1.003e-10 4.985e-11 4.987e-11 4.987e-11 4.984e-11 4.984e-11 4.984e-11 5.017e-11 4.986e-11 4.984e-11 4.984e-11 4.982e-05 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 4.984e-11 5.418e-04 +80 EP 24 1.981e-11 1.981e-11 1.981e-11 2.441e-11 6.035e-11 1.515e-03 7.922e-10 9.287e-10 4.866e-09 9.080e-01 5.774e-02 1.950e-02 7.144e-03 3.481e-03 2.382e-03 5.272e-05 5.658e-10 1.960e-04 2.092e-10 4.604e-10 1.026e-10 9.107e-11 1.028e-10 2.032e-10 2.483e-11 1.833e-10 1.069e-10 2.572e-11 2.272e-11 2.837e-11 6.789e-11 2.124e-11 1.985e-11 1.982e-11 1.981e-11 2.056e-11 1.981e-11 2.017e-11 2.009e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.982e-11 1.981e-11 1.981e-11 1.981e-11 2.449e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 1.981e-11 4.746e-11 +80 EP 25 5.385e-11 5.385e-11 5.385e-11 6.640e-11 1.819e-10 1.339e-09 6.513e-10 7.801e-09 2.174e-09 4.233e-09 4.341e-01 3.782e-01 1.575e-01 2.999e-08 1.157e-02 2.943e-03 7.223e-03 2.048e-03 3.527e-03 1.611e-03 7.408e-04 3.753e-09 4.896e-10 1.147e-09 1.175e-10 1.034e-04 4.312e-10 1.388e-10 1.899e-09 1.856e-10 3.683e-10 1.011e-10 6.130e-11 5.486e-11 5.493e-11 2.863e-09 6.354e-11 5.463e-11 5.387e-11 5.387e-11 5.388e-11 5.385e-11 5.387e-11 5.385e-11 5.490e-11 5.788e-11 5.385e-11 5.385e-11 5.405e-11 5.558e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 5.385e-11 4.846e-04 +80 EP 26 5.308e-11 5.308e-11 5.308e-11 5.316e-11 5.332e-11 5.402e-11 5.820e-11 7.034e-11 8.204e-11 6.643e-11 1.312e-04 8.950e-11 1.539e-10 1.233e-10 2.295e-04 2.372e-04 1.877e-10 3.102e-10 1.382e-10 2.945e-10 1.368e-10 1.409e-10 2.869e-10 3.761e-02 1.803e-01 2.382e-01 2.265e-01 1.850e-01 8.782e-02 3.352e-02 9.073e-03 4.783e-10 2.483e-10 2.134e-10 1.627e-10 3.464e-09 1.095e-04 1.714e-10 8.982e-11 4.451e-05 6.267e-06 7.012e-11 4.363e-05 5.462e-05 5.584e-11 6.857e-11 5.438e-11 5.538e-11 5.773e-11 9.148e-11 1.012e-04 5.487e-11 5.369e-11 5.468e-11 5.352e-05 5.322e-11 5.309e-11 5.310e-11 5.386e-11 5.309e-11 5.496e-11 5.308e-11 5.308e-11 5.343e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 5.308e-11 9.593e-04 +80 EP 27 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.356e-10 1.356e-10 1.367e-10 1.363e-10 1.398e-10 1.403e-10 1.398e-10 1.440e-10 1.543e-10 1.910e-10 1.428e-10 1.472e-10 1.511e-10 1.488e-10 1.717e-10 1.664e-10 1.348e-04 3.194e-10 2.234e-04 4.933e-04 1.438e-04 5.609e-04 1.673e-04 8.092e-10 2.925e-10 9.052e-10 3.176e-03 1.780e-02 6.330e-02 1.231e-01 1.354e-01 1.260e-01 1.182e-01 1.005e-01 7.340e-02 7.029e-02 4.725e-02 3.257e-02 2.110e-02 1.664e-02 1.262e-02 6.782e-03 5.420e-03 3.794e-03 2.845e-03 1.232e-03 1.367e-03 1.220e-03 7.090e-04 4.054e-04 4.065e-04 2.710e-04 4.065e-04 5.420e-04 2.710e-04 4.065e-04 1.355e-10 1.355e-10 2.710e-04 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.355e-10 1.060e-02 +80 EP 28 3.049e-10 3.049e-10 3.049e-10 3.076e-10 3.738e-10 2.013e-03 1.411e-09 2.308e-03 1.492e-02 9.729e-01 5.169e-07 1.299e-03 2.658e-03 2.872e-09 3.289e-09 2.775e-09 2.561e-03 2.203e-08 1.326e-03 1.198e-08 4.561e-10 3.493e-10 4.090e-10 3.202e-10 5.859e-10 3.495e-10 3.648e-10 3.133e-10 3.122e-10 3.218e-10 3.172e-10 3.065e-10 3.076e-10 3.117e-10 3.057e-10 3.075e-10 3.057e-10 3.049e-10 3.049e-10 3.051e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.050e-10 3.049e-10 3.049e-10 3.049e-10 3.050e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.049e-10 3.326e-10 +80 EP 29 7.566e-11 7.566e-11 7.566e-11 1.136e-10 1.057e-10 1.284e-04 5.273e-10 1.511e-09 6.130e-01 3.750e-01 6.917e-03 1.943e-09 3.657e-04 2.169e-04 1.821e-08 1.165e-03 1.522e-03 4.822e-04 3.402e-04 6.205e-10 4.467e-05 2.376e-04 2.773e-04 2.055e-04 9.955e-11 2.072e-10 2.398e-10 8.694e-11 1.274e-04 8.004e-11 1.490e-09 1.783e-10 7.673e-11 7.570e-11 7.635e-11 8.259e-11 7.627e-11 7.582e-11 7.569e-11 7.569e-11 7.566e-11 7.567e-11 7.567e-11 7.566e-11 7.571e-11 7.567e-11 7.566e-11 7.566e-11 7.571e-11 8.248e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 7.566e-11 3.063e-10 +80 EP 30 2.975e-11 2.978e-11 2.983e-11 4.105e-11 7.522e-11 1.620e-09 3.594e-09 6.454e-01 2.960e-01 5.851e-02 1.057e-05 7.926e-09 1.796e-08 1.724e-10 4.255e-10 2.736e-10 4.263e-10 2.119e-10 1.483e-10 4.941e-10 9.210e-11 8.147e-11 4.514e-11 2.373e-10 3.156e-11 3.126e-10 2.318e-10 3.230e-11 3.004e-11 3.084e-11 3.089e-11 3.018e-11 2.981e-11 2.976e-11 2.976e-11 2.999e-11 2.976e-11 3.028e-11 2.986e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 1.034e-10 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 2.975e-11 8.749e-11 +80 EP 31 9.429e-11 9.429e-11 9.432e-11 1.017e-10 1.416e-10 6.660e-04 7.596e-10 5.183e-07 9.699e-01 2.264e-02 2.185e-03 2.077e-03 1.401e-03 1.201e-06 3.834e-04 5.305e-04 2.457e-10 3.200e-06 1.380e-04 3.109e-10 1.235e-10 1.285e-10 1.649e-10 1.190e-10 1.130e-10 3.831e-05 9.773e-11 9.495e-11 1.148e-10 9.768e-11 1.213e-10 9.631e-11 9.457e-11 9.433e-11 9.433e-11 9.485e-11 9.431e-11 9.430e-11 9.432e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.430e-11 9.429e-11 9.429e-11 9.429e-11 9.432e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 9.429e-11 1.129e-10 +80 EP 32 3.274e-11 3.274e-11 3.274e-11 4.035e-11 5.361e-06 6.338e-10 8.984e-08 7.456e-04 1.713e-09 3.535e-09 9.049e-01 8.590e-02 1.003e-09 5.268e-03 1.683e-03 1.369e-03 2.809e-09 6.393e-05 2.397e-10 7.882e-06 2.050e-10 6.731e-05 1.563e-07 1.391e-10 4.840e-11 4.340e-10 1.108e-10 5.917e-06 6.077e-11 1.572e-10 2.433e-05 3.644e-11 3.283e-11 3.277e-11 3.276e-11 3.418e-11 3.284e-11 3.282e-11 3.284e-11 3.274e-11 3.275e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.287e-11 3.274e-11 3.276e-11 3.274e-11 3.534e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 3.274e-11 5.402e-11 +80 EP 33 3.439e-11 3.439e-11 3.440e-11 3.984e-11 4.867e-11 3.082e-10 7.641e-10 2.035e-03 5.455e-09 6.693e-10 7.969e-09 7.592e-01 2.366e-01 4.822e-10 1.263e-03 1.937e-04 1.327e-09 2.195e-04 1.184e-09 7.460e-10 1.590e-10 7.526e-10 3.756e-04 2.468e-09 4.098e-06 8.320e-05 8.666e-11 2.795e-10 1.203e-10 1.525e-05 6.531e-11 2.354e-05 3.898e-11 3.576e-11 3.469e-11 3.696e-11 3.609e-11 3.576e-11 3.705e-11 3.449e-11 3.459e-11 3.446e-11 3.440e-11 3.440e-11 3.442e-11 3.985e-11 3.449e-11 3.451e-11 3.439e-11 4.357e-11 3.447e-11 3.439e-11 3.439e-11 3.439e-11 3.440e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 3.439e-11 1.064e-05 +80 EP 34 1.094e-10 1.094e-10 1.094e-10 1.122e-10 1.226e-10 1.385e-04 3.045e-10 1.696e-03 1.045e-09 2.634e-03 4.215e-03 1.111e-09 8.216e-10 3.177e-02 2.730e-01 3.882e-01 1.898e-01 8.428e-02 1.627e-02 5.665e-03 8.624e-10 1.848e-09 1.011e-03 7.993e-10 5.421e-10 6.462e-10 3.379e-09 2.179e-10 3.805e-10 5.072e-10 1.965e-10 2.957e-10 5.418e-10 3.569e-10 1.204e-10 1.343e-10 2.090e-10 9.114e-10 9.446e-05 1.179e-10 1.105e-10 1.108e-10 1.097e-10 1.094e-10 1.094e-10 1.107e-10 1.230e-10 1.097e-10 1.094e-10 1.095e-10 1.126e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.094e-10 1.251e-03 +80 TP 1 3.847e-01 4.621e-02 1.015e-05 1.176e-02 6.506e-02 1.440e-05 8.541e-10 9.324e-11 1.007e-10 5.480e-09 5.262e-02 5.920e-04 1.084e-02 9.685e-02 2.982e-11 3.543e-04 7.330e-02 5.026e-04 3.053e-03 3.702e-09 2.932e-10 2.451e-03 3.429e-02 1.750e-01 8.787e-03 6.961e-11 2.331e-11 1.948e-09 1.881e-07 1.427e-09 2.027e-08 2.719e-02 5.602e-03 8.039e-04 +80 TP 2 3.560e-04 3.206e-01 2.199e-11 2.799e-01 3.476e-03 5.687e-02 1.653e-10 2.018e-11 7.659e-11 2.356e-10 5.096e-02 2.749e-02 1.386e-04 6.175e-05 1.295e-04 4.260e-11 4.180e-03 2.745e-09 2.487e-01 4.883e-05 9.190e-05 7.929e-11 2.182e-10 1.855e-10 1.802e-08 3.586e-11 1.713e-11 1.817e-06 7.264e-06 6.726e-03 2.138e-04 2.900e-08 1.557e-10 1.856e-10 +80 TP 3 5.439e-04 1.727e-03 8.526e-01 5.211e-10 1.212e-09 6.708e-10 1.875e-02 4.977e-03 2.931e-02 1.896e-03 5.511e-09 4.878e-10 3.964e-09 1.185e-03 4.824e-10 1.409e-02 4.212e-03 9.361e-10 9.810e-10 9.504e-10 1.460e-02 2.033e-02 3.870e-09 3.315e-09 1.694e-02 6.160e-03 3.704e-03 8.538e-10 8.617e-03 8.925e-10 2.410e-09 1.055e-09 3.718e-04 1.200e-09 +80 TP 4 4.420e-03 3.570e-02 9.450e-12 5.170e-01 1.228e-02 4.570e-02 1.675e-10 2.663e-05 2.630e-05 7.606e-11 2.083e-02 1.255e-01 8.888e-04 4.470e-03 1.822e-03 1.025e-04 2.224e-03 9.583e-04 2.054e-01 6.503e-04 1.224e-04 2.221e-04 1.148e-03 3.558e-03 1.488e-04 1.138e-05 9.441e-12 1.213e-10 1.244e-10 1.430e-02 6.777e-04 1.037e-03 5.038e-04 2.560e-04 +80 TP 5 2.698e-02 4.744e-02 4.848e-11 2.060e-02 3.250e-01 6.055e-02 6.832e-10 1.939e-04 7.647e-04 6.939e-05 9.254e-02 1.070e-03 4.334e-07 7.636e-02 3.261e-11 2.993e-09 1.098e-09 6.738e-02 2.046e-02 1.888e-02 8.270e-04 4.626e-10 3.940e-09 4.789e-07 4.252e-08 2.889e-04 1.643e-10 1.339e-03 3.849e-09 2.392e-01 1.906e-09 9.535e-05 1.625e-09 1.334e-09 +80 TP 6 7.616e-02 5.810e-03 2.546e-05 4.494e-02 1.315e-01 2.244e-01 4.478e-09 1.487e-04 8.181e-04 3.771e-10 4.700e-06 4.573e-03 1.590e-02 6.426e-02 3.284e-11 3.162e-03 2.793e-09 1.799e-02 1.005e-01 6.142e-03 2.284e-03 7.513e-03 2.396e-02 6.313e-02 5.419e-03 3.827e-04 4.802e-11 4.384e-09 3.965e-09 1.647e-01 1.382e-09 2.244e-02 1.103e-02 2.861e-03 +80 TP 7 5.999e-03 7.552e-03 1.878e-10 4.687e-04 2.209e-02 1.618e-09 1.716e-01 3.090e-04 1.060e-09 1.464e-02 3.662e-03 6.687e-05 2.829e-01 3.132e-02 8.275e-11 8.010e-10 8.958e-03 1.002e-02 7.942e-10 2.969e-03 1.392e-09 1.182e-09 1.079e-09 2.976e-02 1.640e-01 1.658e-08 2.287e-10 9.403e-04 4.450e-02 3.889e-04 7.450e-03 2.435e-02 1.608e-01 5.296e-03 +80 TP 8 1.149e-10 6.987e-05 1.012e-03 6.862e-05 1.646e-10 9.410e-11 6.503e-03 6.554e-01 4.763e-02 1.655e-03 5.458e-10 7.070e-11 3.433e-10 3.176e-04 7.070e-11 1.616e-02 4.760e-04 8.514e-11 1.356e-10 7.613e-11 2.769e-02 9.672e-03 1.188e-10 1.025e-10 5.966e-03 1.500e-01 7.322e-02 1.555e-10 3.261e-03 8.340e-11 2.083e-10 2.560e-10 8.514e-04 1.269e-10 +80 TP 9 1.392e-10 4.498e-04 2.728e-03 4.502e-05 3.341e-10 7.295e-11 2.198e-02 3.097e-02 5.316e-01 5.752e-03 3.813e-10 4.629e-11 2.673e-10 3.057e-03 5.181e-11 5.922e-02 2.944e-03 2.477e-10 9.353e-11 2.303e-10 1.439e-01 3.877e-02 1.423e-10 2.037e-10 2.134e-02 1.151e-01 4.766e-03 2.002e-04 1.049e-02 1.612e-10 4.304e-10 5.179e-10 6.669e-03 1.938e-10 +80 TP 10 1.451e-02 2.006e-02 2.605e-10 1.998e-03 6.603e-03 1.643e-09 1.220e-09 2.786e-04 3.274e-04 2.388e-01 7.835e-08 2.603e-05 1.684e-09 1.837e-02 1.611e-10 8.599e-09 9.948e-09 4.078e-09 2.324e-09 2.578e-09 3.178e-03 1.011e-09 1.857e-09 1.075e-01 1.677e-09 7.366e-04 3.309e-10 1.897e-01 2.906e-01 5.225e-09 1.007e-01 6.691e-03 9.734e-10 7.868e-10 +80 TP 11 5.498e-06 1.996e-01 9.829e-11 6.636e-02 9.103e-02 1.812e-01 9.571e-11 5.258e-10 9.772e-11 6.096e-10 3.566e-01 4.434e-03 1.062e-10 8.385e-09 5.303e-05 1.386e-09 1.861e-03 3.201e-10 4.586e-02 6.265e-10 9.693e-05 3.435e-10 1.866e-09 3.084e-04 8.663e-10 5.612e-05 3.097e-11 1.795e-03 1.139e-03 4.314e-02 5.742e-03 7.086e-04 2.000e-09 1.522e-10 +80 TP 12 6.900e-04 1.625e-03 2.351e-11 3.126e-01 3.174e-03 1.255e-02 1.333e-10 2.346e-05 2.731e-11 5.871e-05 4.985e-03 5.535e-01 1.089e-04 6.331e-04 4.014e-02 4.653e-11 1.086e-09 2.142e-04 6.434e-02 2.243e-04 9.277e-05 8.124e-05 3.532e-05 6.796e-04 7.707e-06 2.345e-11 2.420e-11 5.151e-05 3.623e-06 3.807e-03 4.274e-10 2.434e-04 1.323e-04 4.304e-05 +80 TP 13 1.191e-02 5.488e-03 3.072e-04 5.843e-04 5.238e-03 4.696e-09 2.730e-09 3.125e-03 1.391e-02 9.214e-03 2.181e-03 3.137e-11 4.232e-01 2.341e-02 2.815e-11 3.858e-02 1.635e-02 5.171e-03 1.696e-10 2.214e-09 3.051e-02 1.153e-01 1.235e-09 2.517e-02 8.998e-02 8.581e-03 4.824e-04 2.603e-04 3.858e-02 1.759e-08 1.182e-09 1.290e-02 6.411e-02 5.547e-02 +80 TP 14 1.235e-09 3.485e-01 5.251e-05 9.840e-02 1.538e-09 2.767e-07 3.283e-10 1.521e-10 2.653e-10 1.898e-04 4.454e-01 9.153e-03 4.401e-10 6.830e-08 1.951e-10 5.350e-04 3.102e-02 6.675e-10 7.738e-06 5.138e-03 4.569e-10 9.277e-07 2.670e-03 1.681e-09 4.863e-03 4.115e-09 4.917e-11 4.503e-10 1.039e-02 4.284e-02 1.251e-09 2.816e-09 3.870e-10 8.681e-04 +80 TP 15 5.672e-05 1.009e-09 2.381e-10 6.056e-02 4.435e-04 2.754e-03 5.873e-10 2.635e-10 2.382e-10 3.342e-10 2.871e-09 4.029e-01 4.751e-04 8.156e-10 5.214e-01 2.438e-09 3.543e-10 3.725e-10 1.040e-02 2.420e-10 2.396e-10 3.364e-10 2.683e-10 1.212e-09 5.533e-10 2.379e-10 2.386e-10 2.310e-04 3.499e-10 4.933e-04 4.621e-10 2.442e-10 3.602e-10 2.430e-04 +80 TP 16 5.984e-10 1.628e-03 1.310e-03 4.403e-05 5.440e-10 1.355e-10 7.148e-02 5.616e-03 3.507e-02 1.240e-02 5.736e-04 6.958e-05 1.173e-08 9.474e-03 3.359e-05 4.511e-01 8.595e-03 2.091e-03 1.811e-10 1.148e-03 1.073e-01 1.683e-01 2.250e-09 5.569e-08 5.233e-02 1.804e-02 1.003e-03 1.274e-03 2.735e-02 2.494e-10 1.145e-09 2.405e-03 2.132e-02 1.925e-09 +80 TP 17 3.223e-09 6.908e-02 4.809e-05 1.717e-02 3.646e-01 1.417e-09 1.473e-03 9.299e-11 6.671e-10 2.558e-03 3.362e-01 3.843e-10 1.346e-03 8.596e-06 5.163e-05 1.282e-09 1.709e-01 2.870e-03 6.626e-07 1.085e-08 3.190e-10 1.660e-03 4.625e-09 1.168e-09 1.071e-03 1.950e-04 5.827e-11 1.096e-09 4.360e-07 1.501e-06 2.731e-02 3.223e-03 2.578e-04 6.957e-09 +80 TP 18 2.997e-09 5.016e-03 2.243e-04 3.568e-05 3.296e-08 2.160e-02 5.431e-05 3.705e-03 1.424e-02 1.144e-08 5.868e-09 5.788e-10 8.937e-02 4.127e-09 8.396e-11 3.716e-02 3.762e-08 2.922e-01 2.810e-03 1.765e-01 2.173e-02 4.992e-02 1.556e-02 3.414e-02 3.212e-02 6.531e-03 1.374e-04 1.778e-02 4.878e-09 5.121e-02 1.638e-09 4.768e-02 6.083e-02 1.947e-02 +80 TP 19 2.968e-02 3.587e-02 1.633e-11 1.212e-01 6.404e-02 1.798e-01 1.527e-10 3.758e-11 2.072e-04 1.285e-09 5.898e-02 1.730e-02 5.070e-03 3.365e-02 1.042e-04 9.236e-04 5.156e-08 6.119e-03 3.365e-01 3.997e-03 4.019e-04 1.754e-03 7.206e-03 1.952e-02 1.144e-03 1.722e-04 1.332e-11 5.472e-05 2.725e-04 6.406e-02 1.086e-03 6.653e-03 3.636e-03 5.715e-04 +80 TP 20 6.744e-09 6.545e-09 5.410e-04 2.554e-09 1.140e-02 5.268e-03 3.487e-03 1.317e-02 4.789e-02 2.737e-09 6.622e-03 6.015e-10 1.926e-01 1.362e-08 1.548e-10 1.007e-01 1.534e-03 5.302e-03 1.667e-08 1.717e-05 8.301e-02 1.462e-01 1.920e-01 6.332e-09 3.038e-02 2.092e-02 2.006e-03 7.876e-09 8.489e-09 6.963e-06 7.163e-09 2.938e-08 8.439e-02 5.251e-02 +80 TP 21 3.976e-10 4.112e-04 2.444e-03 3.665e-05 2.522e-09 9.076e-11 3.854e-02 1.621e-02 1.067e-01 6.685e-03 3.499e-10 1.617e-10 1.872e-09 5.550e-03 3.993e-05 1.557e-01 5.440e-03 3.101e-10 1.668e-10 4.627e-04 4.870e-01 7.203e-02 6.828e-10 1.043e-09 3.504e-02 3.749e-02 2.669e-03 4.290e-04 1.821e-02 1.510e-10 4.397e-04 2.397e-09 8.475e-03 3.103e-10 +80 TP 22 6.702e-07 3.771e-03 2.664e-04 4.555e-04 3.907e-03 3.684e-09 1.791e-01 5.611e-04 3.966e-04 1.567e-02 1.962e-03 2.946e-11 4.569e-03 1.619e-02 2.930e-11 9.574e-10 1.520e-02 6.343e-03 2.103e-06 1.183e-03 3.983e-09 4.425e-01 1.151e-03 1.375e-02 7.244e-02 1.562e-03 4.144e-04 1.234e-03 4.308e-02 1.025e-03 2.189e-03 1.389e-02 4.137e-02 1.159e-01 +80 TP 23 1.564e-06 1.121e-02 8.567e-04 1.226e-09 2.703e-02 1.194e-02 2.683e-09 2.303e-03 1.808e-02 2.015e-09 1.045e-02 1.494e-10 2.481e-01 6.562e-03 5.049e-11 5.269e-02 5.900e-03 6.880e-03 1.013e-09 1.500e-09 3.259e-02 1.074e-01 5.364e-02 3.055e-02 8.867e-02 7.280e-03 4.879e-09 5.275e-10 3.373e-02 6.467e-03 1.040e-02 1.258e-08 1.923e-01 3.489e-02 +80 TP 24 1.986e-01 2.507e-02 3.732e-11 5.871e-03 2.907e-02 8.381e-03 1.388e-03 3.839e-11 4.219e-10 1.468e-09 1.990e-02 9.993e-05 3.089e-02 6.761e-02 2.011e-11 2.865e-03 2.973e-02 1.037e-09 1.009e-03 1.206e-02 5.964e-05 9.940e-03 8.609e-02 3.256e-01 1.839e-02 1.312e-10 2.726e-11 1.534e-09 8.782e-03 6.935e-10 4.769e-05 9.650e-02 1.875e-02 3.311e-03 +80 TP 25 1.062e-08 2.119e-02 1.391e-10 4.219e-03 3.436e-02 2.034e-04 5.211e-10 1.465e-10 2.623e-09 1.465e-01 3.486e-02 6.947e-10 1.338e-09 5.860e-02 5.491e-11 6.157e-10 6.451e-02 2.625e-03 5.340e-09 4.798e-10 1.195e-09 6.765e-10 3.452e-09 5.941e-02 4.388e-02 2.560e-10 1.529e-10 7.849e-10 1.845e-01 2.367e-03 3.424e-02 2.603e-01 4.828e-02 9.025e-10 +80 TP 26 1.099e-10 1.048e-04 2.501e-03 5.838e-05 5.555e-05 1.171e-10 1.326e-02 1.071e-01 1.455e-01 4.387e-03 1.360e-04 5.317e-11 2.492e-10 2.045e-04 5.309e-11 3.096e-02 2.287e-03 6.767e-11 9.832e-11 2.044e-05 5.834e-02 1.815e-02 1.036e-10 1.906e-10 1.145e-02 5.835e-01 1.200e-02 1.067e-10 6.002e-03 1.717e-10 2.261e-10 3.126e-10 3.967e-03 1.528e-10 +80 TP 27 1.906e-10 1.356e-10 2.999e-05 1.356e-10 7.482e-10 1.443e-10 1.898e-03 1.392e-01 1.378e-02 7.456e-04 1.707e-10 1.355e-10 4.632e-10 1.677e-10 1.355e-10 4.715e-03 1.549e-04 1.852e-10 1.358e-10 1.438e-10 8.222e-03 2.269e-03 1.912e-10 1.710e-10 1.125e-03 3.750e-02 7.892e-01 2.290e-10 1.123e-03 1.586e-10 4.221e-10 2.415e-10 6.476e-10 3.995e-10 +80 TP 28 2.595e-08 2.102e-08 5.388e-10 3.804e-09 3.603e-08 1.079e-02 2.856e-09 1.117e-08 1.006e-08 3.169e-09 2.031e-04 2.363e-09 3.411e-09 5.733e-09 3.091e-10 5.473e-09 6.481e-09 7.331e-02 9.053e-09 4.907e-01 1.202e-08 3.882e-09 1.146e-08 1.143e-08 5.437e-09 6.649e-03 9.412e-10 3.791e-01 6.953e-09 3.923e-02 7.346e-09 4.511e-08 5.631e-09 1.899e-09 +80 TP 29 3.190e-08 5.533e-02 1.021e-10 1.257e-02 3.079e-02 9.535e-10 2.524e-09 3.660e-10 5.686e-04 1.224e-02 1.097e-01 2.951e-04 1.375e-09 1.219e-01 7.693e-11 3.688e-09 3.095e-01 2.200e-09 1.239e-09 6.900e-04 1.403e-09 1.527e-09 1.096e-09 2.583e-09 8.653e-09 4.820e-05 9.382e-11 4.921e-09 9.536e-03 9.498e-09 3.368e-01 2.628e-09 7.477e-10 1.191e-06 +80 TP 30 2.682e-01 3.475e-04 5.761e-11 1.171e-02 3.721e-02 3.675e-02 3.417e-09 3.665e-10 2.824e-03 1.968e-09 3.257e-03 5.175e-04 6.571e-02 2.657e-02 3.291e-11 1.455e-02 7.868e-03 6.564e-09 3.340e-02 4.654e-09 6.668e-03 2.987e-02 8.047e-02 2.107e-01 2.246e-02 1.502e-03 3.566e-05 2.232e-03 5.949e-09 3.516e-09 2.017e-09 7.981e-02 4.571e-02 1.167e-02 +80 TP 31 5.025e-07 2.666e-02 2.522e-09 8.936e-03 2.159e-01 1.081e-02 1.315e-09 2.756e-04 5.562e-10 1.404e-03 6.263e-02 3.023e-09 1.078e-09 3.628e-02 9.514e-11 4.949e-04 1.893e-08 2.002e-01 6.704e-03 1.450e-02 1.205e-03 2.170e-09 1.623e-09 4.424e-02 1.137e-08 6.290e-10 3.433e-10 2.156e-02 1.951e-03 1.961e-02 3.239e-01 2.705e-03 1.556e-09 2.003e-09 +80 TP 32 1.015e-01 1.471e-02 1.999e-10 3.010e-03 1.101e-02 1.974e-03 2.736e-09 1.926e-04 4.317e-10 7.801e-04 6.941e-03 3.988e-06 1.306e-02 5.650e-02 3.309e-11 1.363e-09 2.454e-02 3.026e-09 1.370e-07 3.157e-10 1.470e-03 2.980e-08 1.981e-01 1.970e-01 2.141e-09 8.613e-04 2.017e-04 5.741e-10 2.052e-02 1.259e-09 6.708e-04 3.253e-01 1.987e-02 1.814e-03 +80 TP 33 4.206e-02 7.558e-03 1.211e-10 1.738e-03 4.622e-03 1.868e-06 5.215e-10 1.750e-03 6.051e-03 6.871e-10 3.027e-03 7.372e-05 1.378e-01 3.290e-02 3.475e-11 1.647e-02 1.509e-02 1.931e-03 7.008e-10 4.057e-10 1.144e-02 3.233e-02 2.121e-02 5.731e-02 6.046e-02 3.124e-03 3.185e-04 3.119e-10 2.059e-02 4.498e-04 1.974e-09 1.020e-01 4.071e-01 1.261e-02 +80 TP 34 2.594e-09 1.048e-08 4.247e-03 6.453e-10 1.904e-09 6.131e-10 1.414e-09 1.850e-02 1.172e-01 2.072e-08 4.986e-09 1.692e-10 1.699e-09 7.090e-03 2.536e-10 4.724e-01 4.964e-09 1.092e-03 8.854e-10 7.924e-04 2.428e-01 6.799e-09 3.924e-03 2.402e-08 4.509e-09 5.155e-02 2.339e-03 1.622e-03 6.963e-09 1.685e-09 2.892e-09 3.888e-09 1.604e-02 6.042e-02 +81 IP 1 1.116e-08 +81 IP 2 1.732e-01 +81 IP 3 4.897e-02 +81 IP 4 4.274e-09 +81 IP 5 4.274e-09 +81 IP 6 4.531e-09 +81 IP 7 6.530e-09 +81 IP 8 4.313e-09 +81 IP 9 4.274e-09 +81 IP 10 4.274e-09 +81 IP 11 4.283e-09 +81 IP 12 4.074e-01 +81 IP 13 4.310e-09 +81 IP 14 7.460e-09 +81 IP 15 4.269e-03 +81 IP 16 3.409e-01 +81 IP 17 4.277e-09 +81 IP 18 9.088e-03 +81 IP 19 4.274e-09 +81 IP 20 5.562e-03 +81 IP 21 4.301e-09 +81 IP 22 4.365e-09 +81 IP 23 6.531e-03 +81 IP 24 5.752e-09 +81 IP 25 4.277e-09 +81 IP 26 4.274e-09 +81 IP 27 4.274e-09 +81 IP 28 1.118e-08 +81 IP 29 4.516e-08 +81 IP 30 4.310e-09 +81 IP 31 4.122e-03 +81 IP 32 4.385e-09 +81 EP 1 2.332e-11 2.332e-11 2.374e-11 5.063e-11 4.299e-11 9.212e-05 4.020e-09 7.698e-09 9.789e-01 1.993e-02 3.671e-09 1.203e-09 1.693e-09 2.496e-04 1.719e-04 4.227e-04 3.259e-07 2.063e-04 1.142e-10 8.668e-11 1.057e-10 6.202e-05 4.409e-11 2.609e-10 9.665e-10 3.061e-11 6.946e-11 2.512e-11 2.556e-11 2.450e-11 2.484e-11 2.396e-11 2.351e-11 2.432e-11 2.471e-11 2.334e-11 2.334e-11 2.341e-11 2.333e-11 2.339e-11 2.339e-11 2.332e-11 2.335e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.333e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 2.333e-11 2.332e-11 2.332e-11 2.332e-11 2.332e-11 5.182e-11 +81 EP 2 1.010e-11 1.010e-11 2.109e-11 8.444e-11 9.637e-01 3.195e-02 3.045e-03 8.964e-04 2.358e-04 1.572e-04 4.611e-05 1.084e-10 1.738e-11 1.580e-05 1.166e-11 1.062e-11 1.119e-11 1.139e-11 1.052e-11 1.023e-11 1.028e-11 1.099e-11 1.023e-11 1.011e-11 1.011e-11 1.016e-11 1.011e-11 1.011e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.010e-11 1.011e-11 +81 EP 3 1.430e-11 1.430e-11 3.035e-11 3.637e-11 2.384e-10 9.712e-01 2.837e-02 2.096e-04 3.991e-10 1.319e-04 2.975e-05 6.989e-05 2.211e-10 2.498e-06 3.385e-11 1.841e-11 2.645e-11 2.496e-11 1.618e-11 1.545e-11 1.493e-11 2.503e-11 1.522e-11 1.434e-11 1.449e-11 1.454e-11 1.434e-11 1.436e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.431e-11 1.431e-11 1.430e-11 1.430e-11 1.434e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.430e-11 1.435e-11 +81 EP 4 5.107e-11 5.107e-11 5.109e-11 5.110e-11 5.211e-11 5.160e-11 9.269e-11 8.801e-11 7.322e-11 7.011e-11 6.636e-11 7.012e-11 8.610e-11 4.815e-05 2.848e-10 1.265e-10 3.153e-10 1.400e-10 1.248e-10 1.423e-10 1.719e-10 2.372e-10 1.663e-10 2.769e-10 4.305e-02 1.975e-01 2.620e-01 2.436e-01 1.674e-01 6.809e-02 1.699e-02 6.270e-10 2.811e-10 1.665e-10 3.417e-10 1.475e-04 1.658e-04 5.588e-10 1.272e-09 2.616e-10 1.229e-10 6.306e-11 9.677e-05 7.078e-11 5.336e-11 5.879e-11 5.694e-11 9.209e-11 8.146e-11 5.263e-11 5.182e-11 5.120e-11 5.111e-11 5.721e-11 5.111e-11 6.975e-11 5.111e-11 5.198e-05 5.107e-11 5.107e-11 5.121e-11 5.481e-11 5.768e-11 1.118e-10 5.111e-11 5.107e-11 5.107e-11 5.111e-11 5.107e-11 7.857e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 5.110e-11 5.107e-11 5.107e-11 5.107e-11 5.116e-11 5.107e-11 5.107e-11 5.107e-11 5.107e-11 9.245e-04 +81 EP 5 5.207e-10 5.215e-10 5.207e-10 5.209e-10 5.263e-10 5.223e-10 5.272e-10 5.294e-10 5.334e-10 5.359e-10 5.941e-10 5.843e-10 6.844e-10 6.413e-10 8.046e-10 7.576e-10 5.787e-04 2.006e-03 2.055e-03 3.269e-03 2.734e-03 4.368e-03 5.985e-03 9.663e-04 1.016e-03 4.742e-03 7.709e-03 3.092e-03 7.343e-03 4.557e-03 5.101e-04 4.081e-03 3.157e-03 5.736e-05 5.431e-03 3.609e-03 1.044e-03 1.320e-03 1.434e-03 5.271e-04 7.081e-04 1.548e-03 1.406e-09 1.457e-03 1.560e-03 1.553e-03 7.340e-04 5.217e-10 7.074e-10 5.218e-10 1.173e-09 5.207e-10 5.207e-10 5.275e-10 5.213e-10 5.257e-04 5.207e-10 5.221e-10 5.207e-10 5.207e-10 5.207e-10 5.222e-10 5.229e-10 5.247e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-10 5.214e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-10 5.207e-04 5.207e-04 5.207e-04 1.562e-03 5.207e-04 5.207e-10 5.207e-10 5.207e-04 5.207e-10 5.207e-10 5.207e-10 5.207e-10 9.162e-01 +81 EP 6 1.977e-11 1.977e-11 1.994e-11 2.605e-07 4.086e-11 2.301e-09 4.610e-09 9.593e-01 3.701e-02 2.534e-03 4.362e-04 4.375e-04 2.927e-04 3.013e-10 2.590e-10 1.419e-10 2.190e-08 6.835e-06 1.021e-10 3.927e-11 1.159e-10 7.098e-06 2.318e-11 4.881e-11 3.671e-11 2.474e-11 2.402e-11 2.053e-11 2.013e-11 2.013e-11 2.068e-11 1.982e-11 1.985e-11 2.026e-11 1.988e-11 1.977e-11 1.977e-11 1.979e-11 1.977e-11 1.979e-11 1.979e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 1.977e-11 2.860e-11 +81 EP 7 2.676e-11 2.676e-11 2.686e-11 1.538e-10 6.763e-11 1.226e-09 9.642e-01 3.188e-02 1.669e-09 1.982e-03 1.544e-03 1.738e-04 1.156e-10 2.308e-04 1.082e-10 1.340e-10 1.944e-10 6.110e-11 9.839e-11 5.070e-11 1.736e-05 7.613e-11 2.745e-11 3.034e-11 2.830e-11 3.379e-11 2.984e-11 2.705e-11 2.682e-11 2.710e-11 2.717e-11 2.676e-11 2.683e-11 2.682e-11 2.677e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.677e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.676e-11 2.871e-11 +81 EP 8 2.984e-11 2.984e-11 3.353e-11 3.584e-11 3.298e-11 1.463e-10 9.711e-10 1.539e-03 1.134e-03 1.852e-09 3.748e-03 4.280e-03 5.514e-10 1.831e-01 6.028e-01 1.988e-01 4.427e-10 4.359e-10 1.946e-03 4.523e-04 5.943e-04 1.243e-09 3.030e-10 4.752e-04 6.133e-10 8.131e-05 2.696e-10 1.220e-10 1.564e-04 9.484e-11 1.466e-10 6.596e-11 1.006e-10 1.138e-10 6.015e-10 2.733e-05 3.181e-11 3.365e-11 3.847e-11 4.431e-11 3.236e-11 3.003e-11 4.772e-11 3.010e-11 2.988e-11 3.023e-11 2.989e-11 2.986e-11 3.046e-11 2.984e-11 2.992e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.987e-11 2.984e-11 2.987e-11 2.984e-11 2.984e-11 2.984e-11 2.987e-11 3.295e-11 2.987e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.985e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 2.990e-11 2.984e-11 2.984e-11 2.984e-11 3.005e-11 2.984e-11 2.984e-11 2.984e-11 2.984e-11 7.915e-04 +81 EP 9 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.315e-11 6.297e-11 6.664e-11 6.702e-11 6.624e-11 7.346e-11 6.733e-11 6.946e-11 8.078e-11 1.269e-10 1.161e-04 2.684e-10 1.753e-05 1.814e-10 2.168e-05 9.472e-11 1.838e-10 3.096e-10 2.122e-10 4.612e-10 2.102e-10 1.578e-10 2.261e-10 5.124e-03 7.834e-02 1.689e-01 2.019e-01 1.919e-01 1.665e-01 1.075e-01 5.069e-02 2.059e-02 6.743e-03 1.338e-03 2.241e-04 5.596e-10 2.360e-10 1.073e-10 1.125e-10 1.142e-10 7.502e-11 9.201e-11 1.040e-10 1.656e-10 7.757e-11 7.177e-11 6.985e-11 6.645e-11 6.351e-11 7.281e-11 6.351e-11 7.319e-11 6.354e-11 1.434e-10 6.264e-11 6.264e-11 6.694e-11 9.440e-11 8.062e-11 5.790e-05 6.355e-11 6.264e-11 6.264e-11 6.351e-11 6.264e-11 1.064e-10 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 6.265e-11 6.264e-11 6.264e-11 6.264e-11 6.269e-11 6.264e-11 6.264e-11 6.264e-11 6.264e-11 1.685e-09 +81 EP 10 3.820e-11 3.820e-11 3.828e-11 3.843e-11 4.106e-11 4.235e-11 7.985e-11 1.307e-04 3.119e-04 2.719e-05 1.165e-10 5.714e-04 5.705e-04 5.319e-04 3.012e-10 8.773e-11 2.199e-10 1.220e-10 6.751e-10 2.174e-01 3.654e-01 3.115e-01 9.551e-02 5.330e-03 2.160e-10 5.138e-10 2.003e-03 2.096e-04 2.914e-10 6.415e-10 1.164e-09 2.025e-10 5.273e-10 7.424e-10 2.368e-10 9.011e-11 3.072e-10 7.263e-11 4.334e-11 1.022e-04 5.391e-11 3.959e-11 1.698e-10 3.932e-11 3.864e-11 3.994e-11 3.867e-11 4.091e-11 4.095e-11 3.826e-11 3.833e-11 3.820e-11 3.820e-11 3.827e-11 3.820e-11 4.086e-11 3.820e-11 4.051e-11 3.820e-11 3.820e-11 3.820e-11 4.024e-11 4.067e-11 4.023e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.833e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.825e-11 3.820e-11 3.820e-11 3.820e-11 3.839e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 4.590e-04 +81 EP 11 1.121e-10 1.121e-10 1.133e-10 1.243e-10 1.232e-10 2.726e-04 2.735e-04 1.267e-09 1.763e-03 9.957e-01 5.821e-09 1.241e-09 1.264e-03 1.072e-09 5.007e-10 2.277e-09 3.421e-04 5.510e-09 4.658e-10 2.537e-10 2.124e-04 7.250e-10 1.272e-04 2.719e-10 6.793e-07 4.037e-10 1.373e-10 1.338e-10 1.164e-10 1.176e-10 1.161e-10 1.129e-10 1.128e-10 1.139e-10 1.170e-10 1.123e-10 1.121e-10 1.123e-10 1.121e-10 1.146e-10 1.138e-10 1.121e-10 1.123e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.122e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 1.121e-10 7.286e-10 +81 EP 12 2.628e-11 2.643e-11 4.371e-10 9.983e-01 7.512e-10 8.097e-04 2.559e-04 3.777e-04 1.323e-04 6.253e-05 8.874e-11 3.556e-05 2.802e-11 3.298e-11 2.667e-11 2.639e-11 2.652e-11 2.651e-11 2.641e-11 2.631e-11 2.632e-11 2.642e-11 2.632e-11 2.628e-11 2.628e-11 2.629e-11 2.628e-11 2.629e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 2.628e-11 +81 EP 13 3.647e-11 3.647e-11 4.086e-11 4.309e-11 4.168e-11 2.847e-10 3.045e-06 3.264e-03 1.912e-03 1.064e-09 2.147e-03 7.690e-01 2.094e-01 1.572e-09 1.024e-02 1.845e-03 6.732e-04 9.074e-04 4.353e-04 6.848e-10 1.044e-09 6.847e-10 2.885e-10 1.100e-04 1.553e-10 9.481e-05 1.002e-10 8.100e-11 5.123e-11 4.180e-11 4.305e-11 4.909e-11 3.930e-11 4.412e-11 8.605e-11 4.041e-11 3.652e-11 3.962e-11 4.164e-11 3.742e-11 3.764e-11 3.650e-11 3.706e-11 3.648e-11 3.660e-11 3.648e-11 3.647e-11 3.647e-11 3.992e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.649e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 3.647e-11 5.431e-05 +81 EP 14 3.009e-11 3.009e-11 3.214e-11 5.224e-11 3.805e-11 3.289e-10 9.429e-04 1.934e-07 7.268e-10 2.305e-04 8.982e-01 8.661e-02 7.861e-09 9.998e-03 7.774e-04 2.930e-03 4.858e-05 1.555e-05 5.066e-10 6.944e-09 2.388e-05 1.932e-05 1.009e-10 1.001e-10 1.337e-10 5.016e-11 4.554e-10 5.123e-06 3.184e-11 3.324e-11 3.256e-11 3.122e-11 3.031e-11 3.253e-11 5.070e-11 3.093e-11 3.009e-11 3.020e-11 3.017e-11 3.393e-11 3.009e-11 3.009e-11 3.130e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 3.010e-11 3.009e-11 3.009e-11 3.009e-11 3.012e-11 3.009e-11 3.009e-11 3.009e-11 3.009e-11 1.499e-04 +81 EP 15 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.972e-10 9.056e-10 2.180e-09 1.997e-09 2.275e-03 7.496e-09 8.712e-01 9.661e-02 1.745e-02 4.168e-09 1.597e-03 4.565e-09 8.118e-03 2.159e-09 2.759e-09 2.602e-09 1.594e-03 1.668e-09 2.326e-09 1.831e-09 3.913e-04 9.627e-10 9.543e-10 1.664e-09 1.136e-09 9.866e-10 8.068e-10 7.101e-10 7.379e-10 7.471e-10 7.854e-10 2.306e-09 6.245e-10 6.307e-10 6.007e-10 2.680e-04 9.800e-10 5.865e-10 4.329e-09 5.865e-10 5.801e-10 5.905e-10 5.813e-10 5.840e-10 5.147e-04 5.792e-10 8.251e-10 5.778e-10 5.777e-10 5.782e-10 5.777e-10 5.820e-10 5.777e-10 5.835e-10 5.777e-10 5.777e-10 5.778e-10 5.865e-10 6.209e-10 5.937e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.831e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 5.777e-10 1.414e-09 +81 EP 16 2.226e-10 8.459e-03 9.532e-01 3.585e-02 2.455e-03 5.920e-10 3.344e-10 2.896e-10 2.731e-10 2.752e-10 2.344e-10 2.387e-10 2.233e-10 2.236e-10 2.227e-10 2.227e-10 2.230e-10 2.227e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.226e-10 2.227e-10 +81 EP 17 2.871e-11 2.878e-11 2.945e-11 3.017e-11 3.257e-11 4.478e-11 1.025e-04 3.199e-04 1.019e-03 9.332e-04 1.330e-03 2.384e-03 6.441e-03 1.892e-10 3.494e-10 3.572e-01 4.813e-01 1.442e-01 7.811e-10 2.680e-10 2.381e-03 2.108e-09 1.466e-03 5.976e-10 2.952e-10 5.446e-04 2.285e-04 2.735e-10 7.201e-06 2.786e-05 1.259e-04 1.063e-10 1.183e-10 1.596e-10 3.579e-05 1.007e-10 3.280e-11 3.761e-11 3.557e-11 8.143e-11 3.428e-11 2.907e-11 3.967e-11 2.913e-11 2.887e-11 2.947e-11 2.890e-11 2.879e-11 3.009e-11 2.871e-11 2.878e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.879e-11 2.871e-11 2.880e-11 2.871e-11 2.871e-11 2.871e-11 2.878e-11 3.202e-11 2.879e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.872e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 2.879e-11 2.871e-11 2.871e-11 2.871e-11 2.900e-11 2.871e-11 2.871e-11 2.871e-11 2.871e-11 1.098e-09 +81 EP 18 1.976e-11 1.977e-11 5.017e-11 3.500e-11 5.203e-11 9.576e-09 3.338e-02 9.426e-01 2.309e-02 2.898e-09 3.343e-04 5.572e-04 3.020e-10 2.873e-10 3.747e-10 6.561e-11 9.349e-11 8.076e-10 3.013e-10 3.671e-11 3.477e-11 5.940e-11 2.770e-11 2.311e-11 2.165e-11 2.793e-11 2.135e-11 2.089e-11 1.984e-11 2.007e-11 1.979e-11 1.992e-11 2.000e-11 2.106e-11 2.007e-11 2.011e-11 1.976e-11 2.604e-11 1.977e-11 1.978e-11 2.091e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 2.421e-11 +81 EP 19 3.401e-11 3.401e-11 3.439e-11 3.462e-11 4.354e-11 4.177e-11 4.925e-05 6.744e-10 2.140e-04 6.915e-10 2.960e-10 5.204e-04 1.020e-03 3.972e-10 2.311e-10 1.272e-10 2.265e-09 3.364e-01 4.435e-01 1.934e-01 1.931e-02 2.816e-10 8.230e-10 1.942e-03 8.762e-10 5.437e-04 4.603e-04 3.614e-10 4.584e-10 1.591e-09 4.699e-05 1.362e-04 1.879e-04 1.073e-04 1.460e-04 5.564e-11 6.466e-11 7.663e-11 3.783e-11 9.154e-11 4.212e-11 3.500e-11 5.653e-11 3.440e-11 3.428e-11 3.642e-11 3.429e-11 3.435e-11 3.568e-11 3.402e-11 3.412e-11 3.401e-11 3.401e-11 3.403e-11 3.401e-11 3.436e-11 3.401e-11 3.436e-11 3.401e-11 3.401e-11 3.401e-11 3.434e-11 3.654e-11 3.432e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.405e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 3.410e-11 3.401e-11 3.401e-11 3.401e-11 3.430e-11 3.401e-11 3.401e-11 3.401e-11 3.401e-11 1.983e-03 +81 EP 20 2.758e-11 2.759e-11 5.582e-05 4.064e-11 9.512e-11 2.132e-03 9.899e-01 3.720e-03 3.641e-03 3.818e-04 8.005e-05 4.961e-06 1.066e-10 1.800e-10 4.977e-05 4.464e-05 1.502e-10 4.193e-10 4.461e-11 4.345e-11 3.408e-11 4.730e-11 3.279e-11 2.819e-11 2.988e-11 3.202e-11 2.796e-11 2.815e-11 2.760e-11 2.762e-11 2.761e-11 2.762e-11 2.762e-11 2.773e-11 2.766e-11 2.765e-11 2.758e-11 2.843e-11 2.758e-11 2.758e-11 2.769e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.758e-11 2.931e-11 +81 EP 21 3.452e-11 3.452e-11 4.250e-11 3.742e-11 3.950e-11 8.472e-05 1.767e-04 9.355e-04 2.107e-03 9.020e-10 2.548e-03 1.973e-02 5.309e-01 4.412e-01 1.095e-08 5.220e-10 1.814e-04 7.581e-08 1.186e-09 6.324e-04 4.053e-04 4.855e-10 8.052e-04 4.620e-10 7.386e-11 1.198e-05 1.253e-10 6.528e-11 9.383e-11 4.894e-11 7.272e-11 1.012e-10 3.962e-11 6.601e-11 5.232e-11 1.266e-10 3.507e-11 3.469e-11 3.729e-11 3.815e-11 3.465e-11 3.455e-11 6.547e-11 3.453e-11 3.454e-11 3.453e-11 3.453e-11 3.452e-11 3.476e-11 3.452e-11 3.464e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.453e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.473e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 3.473e-11 3.452e-11 3.452e-11 3.452e-11 3.474e-11 3.452e-11 3.452e-11 3.452e-11 3.452e-11 2.537e-04 +81 EP 22 5.423e-11 5.423e-11 1.132e-10 1.125e-10 7.279e-11 1.093e-03 4.559e-03 4.659e-03 2.156e-09 2.355e-09 5.037e-01 3.753e-01 1.010e-01 2.589e-09 4.401e-03 5.122e-09 2.406e-03 4.017e-04 2.221e-03 8.883e-10 3.827e-09 3.108e-10 5.975e-10 1.624e-10 1.244e-04 2.178e-10 6.881e-05 2.258e-10 9.255e-11 1.295e-10 6.523e-11 8.283e-07 7.830e-11 6.539e-11 8.493e-11 1.880e-10 5.430e-11 1.275e-10 6.142e-11 5.474e-11 7.003e-11 5.424e-11 5.424e-11 5.424e-11 5.457e-11 5.424e-11 5.423e-11 5.423e-11 5.662e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.425e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.423e-11 5.937e-10 +81 EP 23 1.618e-11 1.618e-11 1.903e-11 3.579e-11 6.963e-11 1.179e-01 7.582e-01 9.976e-02 2.264e-02 1.085e-03 3.529e-04 3.647e-06 1.786e-10 2.138e-10 8.288e-11 3.151e-11 3.681e-11 3.260e-05 2.448e-11 3.129e-11 2.102e-11 6.487e-10 1.688e-11 1.712e-11 1.651e-11 1.640e-11 1.656e-11 1.628e-11 1.619e-11 1.619e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.619e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.618e-11 1.661e-11 +81 EP 24 1.582e-11 1.582e-11 2.367e-11 2.789e-11 2.707e-11 1.884e-03 8.635e-03 3.612e-02 1.570e-01 6.444e-01 1.082e-01 3.085e-02 1.152e-02 1.372e-03 2.326e-07 1.956e-07 3.240e-10 2.462e-10 1.573e-10 2.578e-08 4.492e-11 2.706e-05 3.489e-11 4.273e-11 2.669e-11 2.279e-11 4.288e-11 4.482e-08 1.697e-11 1.838e-11 1.633e-11 1.680e-11 1.590e-11 1.596e-11 1.806e-11 1.657e-11 1.582e-11 1.594e-11 1.589e-11 1.585e-11 1.583e-11 1.582e-11 1.584e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.582e-11 1.156e-10 +81 EP 25 4.956e-11 4.956e-11 5.036e-11 5.373e-11 5.828e-11 3.639e-10 5.285e-05 2.241e-03 2.847e-03 7.028e-10 2.377e-09 4.485e-01 3.415e-01 1.535e-01 3.029e-02 6.764e-03 5.468e-03 3.929e-03 5.244e-04 1.264e-03 1.433e-03 4.720e-06 9.445e-04 9.922e-10 1.840e-10 4.959e-10 5.193e-04 2.637e-10 8.975e-11 8.903e-11 1.106e-10 5.485e-11 5.231e-11 4.004e-05 2.822e-05 9.417e-11 5.027e-11 4.985e-11 4.974e-11 3.757e-10 4.976e-11 4.956e-11 8.586e-11 4.956e-11 4.960e-11 4.958e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.992e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 4.961e-11 4.956e-11 4.956e-11 4.956e-11 5.001e-11 4.956e-11 4.956e-11 4.956e-11 4.956e-11 1.513e-04 +81 EP 26 4.545e-11 4.545e-11 4.549e-11 4.553e-11 4.704e-11 4.684e-11 6.605e-11 9.240e-11 7.263e-05 3.343e-09 8.435e-11 2.298e-10 5.359e-10 5.864e-04 8.034e-10 2.355e-10 2.158e-10 1.075e-10 2.006e-10 1.300e-10 2.093e-10 4.267e-02 2.539e-01 3.228e-01 2.681e-01 9.629e-02 1.316e-02 5.518e-10 2.065e-10 3.484e-10 6.368e-05 4.936e-04 9.679e-10 3.030e-10 1.627e-10 3.435e-04 3.247e-04 2.162e-10 6.320e-11 1.048e-10 6.982e-05 4.971e-11 4.887e-05 5.119e-11 4.665e-11 5.208e-11 4.650e-11 6.317e-11 5.305e-11 4.641e-11 4.583e-11 4.547e-11 4.546e-11 4.597e-11 4.546e-11 6.422e-05 4.546e-11 1.461e-10 4.545e-11 4.545e-11 4.547e-11 4.828e-11 4.909e-11 1.004e-10 4.546e-11 4.545e-11 4.545e-11 4.546e-11 4.545e-11 4.703e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 4.551e-11 4.545e-11 4.545e-11 4.545e-11 4.565e-11 4.545e-11 4.545e-11 4.545e-11 4.545e-11 1.072e-03 +81 EP 27 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.100e-10 1.097e-10 1.113e-10 1.106e-10 1.109e-10 1.545e-10 1.116e-10 1.138e-10 1.284e-10 3.437e-10 4.691e-10 1.485e-10 1.218e-10 1.283e-10 1.488e-10 1.368e-10 5.967e-10 1.864e-10 1.710e-10 1.856e-04 1.319e-04 1.786e-10 3.040e-10 8.612e-04 3.642e-10 3.129e-10 3.554e-10 2.696e-03 2.427e-02 7.808e-02 1.370e-01 1.575e-01 1.412e-01 1.208e-01 9.180e-02 7.308e-02 5.379e-02 3.748e-02 2.225e-02 1.767e-02 1.063e-02 6.906e-03 4.229e-03 3.178e-03 2.313e-03 1.644e-03 1.096e-03 1.096e-03 2.192e-04 6.576e-04 2.192e-04 2.825e-04 3.288e-04 1.077e-04 1.096e-10 1.096e-10 3.288e-04 4.384e-04 1.096e-04 1.179e-04 1.096e-04 1.096e-10 1.096e-10 1.096e-04 1.096e-10 1.096e-04 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 1.096e-10 6.959e-03 +81 EP 28 1.017e-10 1.017e-10 2.256e-10 1.621e-10 1.765e-10 1.012e-09 9.258e-04 1.141e-09 2.312e-09 8.683e-01 1.291e-01 3.437e-09 4.799e-08 4.734e-09 2.584e-09 3.708e-09 8.964e-09 1.053e-03 2.685e-04 5.102e-10 4.978e-10 1.870e-09 2.447e-05 2.028e-10 1.849e-10 4.520e-10 2.797e-10 2.514e-10 1.394e-10 2.700e-10 1.219e-10 1.429e-10 1.297e-10 1.474e-10 3.245e-10 7.665e-05 1.024e-10 6.259e-05 1.066e-10 1.046e-10 1.345e-04 1.017e-10 1.021e-10 1.017e-10 1.020e-10 1.018e-10 1.017e-10 1.017e-10 1.025e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.022e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 1.017e-10 2.390e-10 +81 EP 29 2.127e-11 2.127e-11 2.366e-11 4.961e-11 2.008e-10 9.972e-01 2.722e-03 7.889e-10 5.809e-10 1.027e-09 7.891e-06 7.538e-10 1.092e-04 1.720e-10 3.417e-11 3.315e-11 3.941e-11 1.007e-10 2.500e-11 2.328e-11 2.520e-11 3.534e-11 2.133e-11 2.148e-11 2.131e-11 2.210e-11 2.162e-11 2.128e-11 2.127e-11 2.128e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.127e-11 2.167e-11 +81 EP 30 7.479e-11 7.479e-11 7.494e-11 1.545e-10 9.264e-11 3.259e-09 1.861e-03 8.246e-10 1.721e-09 5.880e-01 3.667e-01 9.677e-03 8.303e-09 9.700e-03 9.255e-03 4.507e-03 5.346e-03 2.843e-03 9.706e-10 7.087e-05 3.632e-04 2.211e-04 3.546e-10 7.737e-04 1.381e-04 1.511e-04 3.653e-10 1.126e-10 1.355e-10 1.162e-10 1.578e-10 9.181e-11 7.849e-11 1.049e-10 1.551e-10 7.543e-11 7.521e-11 7.620e-11 7.503e-11 8.919e-11 7.608e-11 7.479e-11 8.200e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.481e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.480e-11 7.490e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 7.483e-11 7.479e-11 7.479e-11 7.479e-11 7.514e-11 7.479e-11 7.479e-11 7.479e-11 7.479e-11 3.997e-04 +81 EP 31 3.206e-11 3.207e-11 7.565e-11 5.667e-11 7.381e-11 2.746e-03 3.372e-08 3.615e-09 9.579e-01 3.446e-02 1.126e-09 4.263e-03 3.455e-04 7.536e-10 2.137e-04 8.309e-10 2.195e-10 5.697e-10 2.540e-10 7.837e-11 1.687e-10 6.786e-11 6.351e-11 6.217e-11 3.930e-11 5.299e-11 4.249e-11 5.697e-11 3.411e-11 3.934e-11 3.258e-11 3.391e-11 3.291e-11 3.606e-11 3.832e-11 4.028e-11 3.210e-11 5.480e-11 3.208e-11 3.218e-11 3.775e-11 3.206e-11 3.206e-11 3.206e-11 3.210e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.207e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 3.206e-11 4.078e-05 +81 EP 32 7.025e-11 7.025e-11 9.002e-11 1.013e-10 7.625e-11 5.650e-08 9.163e-04 4.400e-03 7.997e-03 2.406e-04 4.979e-03 8.562e-10 2.959e-01 4.188e-01 2.031e-01 5.360e-02 7.671e-03 1.035e-03 1.509e-09 4.607e-07 9.602e-10 7.802e-10 1.790e-09 6.736e-04 2.483e-10 6.135e-09 1.820e-04 6.365e-05 4.797e-10 1.141e-10 3.777e-10 8.702e-05 6.079e-05 8.839e-11 8.758e-10 2.296e-10 7.117e-11 2.336e-10 7.496e-05 7.229e-11 8.888e-11 7.036e-11 7.239e-11 7.051e-11 7.134e-11 7.029e-11 7.025e-11 7.025e-11 1.013e-10 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.050e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 1.994e-04 +81 TP 1 2.801e-01 1.387e-02 7.092e-10 8.586e-05 4.491e-11 2.650e-01 1.128e-01 3.856e-10 8.021e-11 4.742e-04 2.071e-02 7.048e-04 5.568e-10 4.568e-10 2.085e-10 4.187e-11 3.321e-10 2.540e-02 1.656e-04 1.159e-09 3.864e-10 7.006e-07 4.272e-02 4.285e-06 3.641e-10 3.611e-05 5.596e-11 2.385e-02 5.816e-02 4.569e-03 1.513e-01 4.233e-09 +81 TP 2 3.048e-03 5.294e-01 2.207e-01 1.810e-05 2.107e-05 3.997e-03 2.485e-05 4.013e-04 1.035e-11 7.369e-05 1.121e-04 1.235e-01 5.181e-04 1.221e-03 2.674e-11 1.937e-03 3.483e-04 1.985e-02 1.450e-04 3.441e-02 5.322e-04 1.483e-03 4.367e-02 6.211e-03 2.287e-10 3.585e-05 1.017e-11 8.630e-04 2.147e-03 2.084e-09 5.056e-03 3.426e-04 +81 TP 3 1.331e-02 1.270e-01 3.528e-01 1.621e-04 1.438e-11 1.405e-02 4.619e-05 2.343e-03 3.441e-11 3.179e-04 4.288e-10 1.386e-02 3.237e-03 5.368e-03 1.125e-10 2.622e-05 1.480e-03 8.548e-02 1.036e-03 1.255e-01 2.624e-03 6.984e-03 1.445e-01 3.320e-02 1.459e-03 1.756e-04 1.493e-11 5.088e-03 2.937e-02 2.818e-10 2.870e-02 1.877e-03 +81 TP 4 3.645e-03 7.671e-05 1.482e-10 5.608e-01 6.809e-04 1.528e-03 7.093e-04 1.145e-02 1.162e-01 6.265e-02 2.614e-10 5.127e-11 2.257e-10 2.683e-10 1.559e-03 5.108e-05 1.917e-02 1.034e-10 3.136e-02 8.633e-11 5.462e-03 9.422e-11 1.212e-10 1.651e-10 1.040e-02 1.450e-01 2.053e-02 8.761e-05 1.657e-04 8.499e-03 7.383e-11 1.035e-10 +81 TP 5 3.563e-03 4.224e-04 5.631e-10 9.787e-03 8.877e-01 2.048e-03 8.362e-04 4.315e-03 7.478e-03 1.365e-02 1.156e-09 5.437e-10 9.004e-10 3.027e-03 8.127e-10 5.238e-10 1.344e-02 7.606e-10 1.559e-02 6.273e-04 4.545e-03 1.490e-09 2.685e-09 1.796e-09 6.835e-03 1.598e-02 2.368e-03 5.805e-10 5.784e-10 7.796e-03 1.158e-09 3.531e-09 +81 TP 6 3.081e-02 2.938e-02 2.659e-09 5.913e-10 3.744e-11 2.705e-01 2.039e-01 2.907e-10 2.536e-10 2.489e-10 2.709e-03 1.678e-03 5.139e-10 3.784e-10 3.103e-10 2.157e-11 1.900e-10 1.729e-01 5.185e-05 3.104e-09 1.825e-10 1.821e-04 1.092e-01 5.667e-04 9.264e-10 5.690e-05 4.741e-11 6.685e-03 1.082e-01 3.616e-03 5.960e-02 1.752e-10 +81 TP 7 1.447e-04 7.416e-02 6.202e-02 1.703e-10 2.855e-11 6.164e-03 3.341e-01 1.477e-10 4.247e-11 1.466e-04 5.783e-04 4.026e-03 2.835e-10 4.400e-10 4.199e-10 8.099e-11 9.112e-11 8.175e-02 2.863e-10 1.808e-01 1.135e-10 4.250e-05 1.189e-07 4.995e-10 2.223e-10 1.269e-05 2.518e-05 3.556e-03 2.395e-01 7.215e-05 1.285e-02 1.825e-10 +81 TP 8 2.858e-02 6.474e-05 2.054e-10 5.452e-03 7.892e-11 2.049e-02 9.639e-03 3.996e-01 2.052e-03 2.039e-02 2.571e-03 3.014e-11 1.081e-03 3.065e-02 1.519e-03 2.994e-11 1.100e-01 1.691e-04 3.601e-02 7.991e-10 1.351e-01 1.488e-03 1.311e-03 1.562e-02 1.141e-01 9.384e-03 7.418e-04 2.055e-03 2.689e-03 4.449e-02 2.019e-03 2.659e-03 +81 TP 9 2.341e-03 6.368e-11 1.251e-10 1.458e-01 1.310e-03 7.867e-04 2.760e-09 7.100e-03 6.323e-01 2.818e-02 2.559e-10 6.266e-11 8.117e-10 5.978e-10 2.357e-03 7.527e-11 1.051e-02 1.018e-10 1.530e-02 8.020e-11 2.894e-03 1.553e-10 1.086e-04 1.177e-10 5.192e-03 5.653e-02 8.532e-02 6.909e-11 5.684e-05 3.917e-03 8.097e-11 1.227e-10 +81 TP 10 9.123e-03 4.125e-11 9.133e-11 4.109e-02 1.030e-03 5.744e-03 2.443e-03 3.983e-02 1.817e-02 4.777e-01 5.977e-04 3.824e-05 6.261e-10 3.704e-03 2.983e-03 3.908e-11 7.184e-02 9.975e-11 1.453e-01 2.316e-10 1.381e-02 1.224e-10 2.146e-10 2.101e-10 3.077e-02 1.119e-01 4.040e-03 3.684e-04 2.425e-04 1.928e-02 1.202e-10 1.975e-10 +81 TP 11 1.322e-01 8.348e-04 2.252e-09 6.289e-04 2.353e-10 6.940e-02 3.079e-02 1.012e-09 3.628e-04 3.318e-08 3.673e-01 1.877e-04 3.644e-09 4.451e-02 2.351e-02 1.720e-10 1.136e-09 7.895e-03 1.897e-03 2.846e-09 8.869e-10 1.304e-02 1.209e-02 8.915e-04 1.797e-09 8.588e-04 1.037e-09 1.904e-01 1.294e-02 8.044e-09 9.029e-02 1.617e-09 +81 TP 12 7.826e-04 3.122e-01 6.193e-02 2.632e-11 2.634e-11 1.323e-03 7.282e-08 2.150e-04 2.644e-11 2.543e-05 1.066e-10 5.535e-01 6.748e-11 5.445e-04 4.183e-11 4.187e-02 6.796e-05 3.998e-03 4.965e-05 8.305e-03 1.866e-04 3.310e-04 1.122e-02 1.421e-03 6.516e-11 2.636e-11 2.641e-11 2.184e-04 4.408e-10 1.168e-10 1.784e-03 1.126e-04 +81 TP 13 4.237e-02 1.251e-03 3.767e-10 3.460e-03 1.387e-04 3.883e-02 1.527e-02 2.297e-02 2.142e-03 8.430e-03 1.937e-09 4.989e-11 3.752e-01 1.236e-01 1.447e-10 3.688e-11 2.964e-02 1.222e-08 1.686e-02 1.814e-05 7.137e-02 1.768e-02 1.054e-02 7.347e-02 3.549e-09 6.231e-03 1.990e-04 2.094e-03 7.876e-03 5.207e-02 2.052e-09 7.832e-02 +81 TP 14 4.727e-02 3.150e-03 4.631e-09 5.341e-10 2.322e-10 5.934e-02 2.960e-02 1.593e-03 1.349e-10 2.779e-10 2.241e-09 3.696e-05 5.765e-02 3.401e-01 3.230e-10 3.061e-11 1.126e-09 1.050e-09 4.833e-10 9.985e-10 6.387e-03 1.432e-01 1.152e-02 2.116e-01 5.090e-09 2.180e-10 5.964e-11 4.316e-10 1.450e-02 6.482e-02 6.264e-10 9.217e-03 +81 TP 15 5.515e-08 2.016e-09 1.338e-09 3.227e-02 1.594e-09 6.727e-08 2.603e-09 8.844e-03 2.393e-02 3.665e-02 1.099e-01 6.174e-10 2.708e-09 2.524e-02 6.052e-01 5.791e-10 2.263e-02 9.490e-09 3.008e-02 1.778e-03 3.226e-09 1.400e-08 2.467e-09 1.164e-08 2.272e-09 4.961e-02 5.324e-03 4.143e-02 1.280e-09 2.215e-08 2.753e-03 4.371e-03 +81 TP 16 1.782e-04 5.295e-02 1.054e-02 2.230e-10 2.237e-04 6.676e-04 9.310e-05 2.613e-10 2.229e-10 2.292e-10 2.499e-10 3.508e-01 2.296e-10 2.422e-10 2.293e-10 5.808e-01 2.277e-04 8.214e-04 2.283e-10 1.297e-03 2.395e-10 2.318e-10 6.498e-04 3.048e-10 2.342e-10 2.230e-10 2.229e-10 2.374e-10 4.719e-04 2.438e-10 2.740e-04 3.846e-10 +81 TP 17 2.013e-02 3.234e-04 1.661e-04 1.335e-02 7.674e-04 1.466e-02 6.683e-03 1.482e-01 5.142e-03 4.696e-02 4.084e-03 2.885e-11 4.570e-03 1.753e-02 2.162e-03 2.880e-11 4.198e-01 1.537e-09 1.173e-01 1.094e-10 4.429e-02 1.039e-09 3.495e-06 2.102e-03 7.180e-02 2.239e-02 1.255e-03 2.837e-03 2.087e-03 3.091e-02 3.561e-04 2.146e-10 +81 TP 18 6.856e-02 1.178e-02 1.916e-02 7.270e-04 1.690e-04 5.766e-02 1.304e-05 1.422e-02 2.322e-04 3.448e-03 4.069e-08 2.439e-04 2.080e-02 3.284e-02 1.035e-10 2.200e-11 1.066e-02 2.526e-01 6.178e-03 3.188e-02 1.633e-02 3.469e-02 7.991e-02 1.453e-01 9.118e-03 1.682e-03 8.522e-05 2.428e-02 1.212e-02 3.520e-03 1.302e-01 1.153e-02 +81 TP 19 1.534e-02 9.138e-11 9.783e-11 1.981e-02 9.484e-04 9.673e-03 4.143e-03 7.510e-02 8.661e-03 1.141e-01 1.365e-03 4.947e-11 2.072e-09 8.386e-03 3.824e-03 3.431e-11 1.542e-01 1.140e-10 4.327e-01 5.397e-11 3.125e-02 2.755e-10 1.872e-10 6.403e-10 4.670e-02 4.201e-02 2.397e-03 1.123e-03 1.030e-03 2.731e-02 2.708e-10 3.107e-10 +81 TP 20 3.225e-02 5.456e-03 8.614e-02 4.993e-04 2.941e-11 3.157e-03 4.897e-08 9.188e-03 6.319e-05 2.438e-03 4.504e-08 4.047e-09 1.491e-02 2.096e-02 1.692e-10 2.127e-04 6.616e-03 2.475e-01 4.094e-03 3.142e-01 1.179e-02 2.708e-02 2.150e-07 9.892e-02 4.613e-03 8.626e-04 3.911e-05 2.025e-02 9.625e-10 8.506e-05 7.925e-02 9.399e-03 +81 TP 21 2.598e-02 7.387e-04 1.597e-09 9.576e-04 3.327e-05 2.122e-02 6.888e-03 1.393e-09 2.800e-10 5.893e-10 2.019e-09 3.515e-11 3.670e-09 1.728e-02 3.048e-10 3.464e-11 9.765e-10 7.451e-08 2.210e-09 3.625e-10 4.142e-01 3.975e-09 5.719e-03 4.027e-02 2.273e-01 1.118e-09 1.208e-04 1.640e-03 3.653e-03 4.304e-02 1.037e-09 1.909e-01 +81 TP 22 3.591e-02 8.382e-04 4.243e-08 5.420e-03 8.376e-04 2.580e-02 1.898e-02 1.090e-01 2.530e-03 3.265e-02 3.166e-09 1.325e-05 1.964e-01 8.273e-06 2.472e-10 5.614e-11 9.477e-02 5.906e-03 5.298e-02 5.316e-03 1.427e-01 6.301e-02 2.428e-03 5.956e-05 7.845e-02 1.365e-02 4.944e-04 1.547e-09 6.998e-03 1.295e-04 6.103e-05 1.046e-01 +81 TP 23 2.626e-02 9.462e-02 5.268e-03 5.398e-11 1.843e-11 6.947e-02 7.792e-08 2.127e-10 3.311e-11 3.525e-10 3.411e-06 9.579e-03 6.815e-10 5.093e-03 1.096e-10 4.840e-11 1.366e-10 7.747e-02 4.737e-10 1.383e-09 1.873e-10 1.387e-03 5.015e-01 2.134e-02 6.823e-10 1.567e-10 4.845e-11 6.246e-09 1.643e-01 1.598e-03 2.209e-02 9.460e-07 +81 TP 24 1.072e-01 7.787e-03 4.610e-04 6.954e-11 4.147e-11 9.392e-02 4.230e-02 1.083e-02 7.004e-11 8.485e-10 4.789e-07 2.516e-04 2.854e-02 9.197e-02 1.023e-10 4.386e-11 5.237e-03 7.870e-10 1.590e-04 2.679e-07 1.977e-02 6.332e-02 3.897e-02 4.414e-01 1.042e-02 9.516e-11 3.180e-11 3.072e-09 2.897e-02 1.849e-07 6.097e-10 8.447e-03 +81 TP 25 9.504e-02 1.933e-03 1.238e-03 5.955e-10 3.153e-04 7.571e-02 4.595e-02 7.665e-10 1.077e-10 1.112e-09 1.986e-02 6.350e-11 3.323e-01 2.169e-01 1.333e-09 5.009e-11 5.593e-10 1.036e-08 7.764e-04 4.810e-10 1.810e-09 9.361e-10 1.153e-03 6.386e-02 3.647e-08 3.060e-04 1.923e-10 1.292e-09 1.314e-02 1.307e-01 8.467e-04 3.138e-09 +81 TP 26 5.602e-03 5.593e-05 9.462e-11 1.224e-01 1.481e-03 3.121e-03 9.837e-04 2.145e-02 3.537e-02 1.493e-01 8.662e-10 4.548e-11 4.971e-10 2.462e-03 1.810e-03 4.546e-11 3.583e-02 1.149e-10 6.141e-02 6.586e-11 1.001e-02 1.119e-10 1.386e-10 1.943e-10 1.904e-02 5.074e-01 8.819e-03 1.278e-10 1.865e-04 1.327e-02 8.239e-11 1.213e-10 +81 TP 27 1.031e-03 1.102e-10 1.131e-10 4.253e-02 9.368e-04 1.196e-10 3.125e-04 3.361e-03 1.567e-01 7.554e-03 1.535e-09 1.096e-10 1.080e-09 1.682e-10 1.776e-03 1.096e-10 4.954e-03 1.135e-10 6.624e-03 1.382e-10 2.086e-03 1.420e-10 2.473e-10 1.821e-10 1.857e-03 2.012e-02 7.476e-01 1.145e-10 1.109e-10 2.555e-03 1.488e-10 1.457e-10 +81 TP 28 5.866e-09 1.841e-09 5.704e-06 1.225e-02 6.822e-04 3.983e-09 3.109e-09 8.821e-02 6.462e-03 4.278e-02 6.895e-09 5.056e-10 2.250e-06 2.012e-04 1.236e-09 1.016e-04 9.180e-02 3.036e-02 6.528e-02 1.065e-02 6.569e-02 2.280e-01 3.883e-09 4.875e-09 8.372e-02 2.082e-02 1.703e-03 1.678e-01 4.660e-09 3.881e-09 4.610e-06 8.346e-02 +81 TP 29 9.728e-10 2.809e-01 2.925e-01 4.821e-11 2.136e-11 6.814e-09 3.453e-02 6.620e-11 4.041e-05 6.341e-11 3.337e-04 2.677e-02 8.350e-11 1.421e-10 1.660e-10 2.274e-04 6.818e-11 9.151e-03 4.639e-10 6.996e-02 5.260e-11 1.519e-10 4.872e-03 3.010e-10 1.370e-10 4.734e-11 2.183e-11 3.107e-10 2.807e-01 1.510e-10 3.363e-09 1.331e-10 +81 TP 30 3.489e-01 6.077e-03 2.428e-09 5.848e-10 1.304e-10 1.723e-01 9.766e-02 1.339e-09 2.221e-10 2.441e-03 2.765e-01 1.715e-04 5.823e-10 4.799e-03 2.369e-03 8.496e-11 6.016e-05 2.066e-09 2.967e-03 7.553e-10 9.518e-10 1.030e-09 1.561e-09 9.631e-09 8.717e-10 4.600e-04 3.672e-05 1.134e-09 3.418e-02 5.109e-02 2.396e-09 2.141e-09 +81 TP 31 1.054e-02 4.081e-03 1.509e-02 1.947e-03 3.686e-10 6.748e-09 8.886e-06 2.819e-02 1.103e-03 7.949e-03 1.404e-09 2.840e-10 3.266e-02 6.145e-02 4.273e-10 3.404e-05 2.381e-02 6.931e-02 1.442e-02 1.617e-02 3.275e-02 6.502e-02 2.584e-02 2.513e-01 2.230e-02 5.503e-03 5.046e-04 6.665e-02 9.332e-07 1.312e-03 2.190e-01 2.299e-02 +81 TP 32 1.194e-02 5.440e-05 2.334e-05 2.308e-02 9.827e-04 2.108e-02 1.402e-02 3.126e-01 9.262e-03 7.212e-02 3.207e-09 7.211e-11 1.978e-09 9.769e-03 5.288e-10 7.060e-11 2.256e-01 6.039e-09 1.447e-01 2.338e-09 2.423e-09 7.953e-03 3.453e-08 5.568e-03 3.023e-09 4.079e-02 1.984e-03 7.993e-03 5.446e-03 5.869e-03 4.611e-03 7.463e-02 +82 IP 1 3.040e-09 +82 IP 2 3.040e-09 +82 IP 3 3.270e-09 +82 IP 4 7.530e-02 +82 IP 5 1.260e-02 +82 IP 6 3.040e-09 +82 IP 7 3.040e-09 +82 IP 8 6.427e-03 +82 IP 9 4.050e-01 +82 IP 10 3.041e-09 +82 IP 11 3.040e-09 +82 IP 12 3.047e-09 +82 IP 13 3.040e-09 +82 IP 14 3.055e-09 +82 IP 15 3.040e-09 +82 IP 16 2.640e-02 +82 IP 17 3.040e-09 +82 IP 18 3.040e-09 +82 IP 19 3.047e-09 +82 IP 20 3.867e-01 +82 IP 21 3.055e-09 +82 IP 22 1.361e-07 +82 IP 23 3.042e-09 +82 IP 24 3.039e-03 +82 IP 25 3.041e-09 +82 IP 26 3.108e-09 +82 IP 27 3.041e-09 +82 IP 28 3.041e-09 +82 IP 29 1.503e-08 +82 IP 30 5.721e-02 +82 IP 31 3.596e-09 +82 IP 32 3.040e-09 +82 IP 33 3.040e-09 +82 IP 34 2.740e-02 +82 IP 35 3.040e-09 +82 IP 36 3.044e-09 +82 IP 37 3.040e-09 +82 IP 38 3.641e-09 +82 IP 39 3.078e-09 +82 IP 40 3.040e-09 +82 IP 41 7.811e-09 +82 EP 1 1.074e-09 1.074e-09 1.251e-09 1.074e-09 1.074e-09 1.292e-09 2.878e-09 2.320e-05 3.028e-09 1.479e-06 5.903e-01 2.818e-01 8.876e-02 9.180e-03 5.918e-03 3.228e-08 4.208e-04 3.952e-09 7.046e-04 8.872e-09 2.952e-07 7.621e-08 1.573e-02 5.084e-09 3.449e-09 6.653e-09 2.408e-07 2.322e-09 5.086e-09 4.528e-09 2.113e-09 2.528e-09 2.292e-09 3.893e-08 1.189e-09 1.179e-09 1.517e-09 6.107e-04 1.554e-09 1.228e-09 2.049e-09 1.105e-09 1.235e-09 9.596e-04 1.091e-09 1.083e-09 1.074e-09 1.079e-09 1.155e-09 1.074e-09 1.075e-09 1.074e-09 1.074e-09 1.087e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 1.074e-09 5.611e-03 +82 EP 2 9.669e-11 9.669e-11 9.671e-11 9.669e-11 9.669e-11 9.670e-11 9.672e-11 9.676e-11 9.738e-11 9.681e-11 9.696e-11 9.731e-11 9.719e-11 1.004e-10 1.318e-10 9.765e-11 1.877e-04 1.004e-10 1.006e-10 1.010e-10 1.002e-10 5.389e-05 1.684e-04 1.260e-10 1.311e-10 1.801e-10 1.183e-04 5.897e-04 1.463e-04 1.349e-04 5.205e-10 3.450e-10 2.310e-10 2.605e-10 2.693e-03 1.768e-02 7.661e-02 1.371e-01 1.549e-01 1.576e-01 1.260e-01 9.599e-02 6.829e-02 4.618e-02 3.227e-02 2.147e-02 1.370e-02 1.014e-02 6.301e-03 4.218e-03 3.038e-03 2.611e-03 1.064e-03 1.535e-03 4.797e-04 5.896e-04 4.835e-04 5.802e-04 4.008e-04 2.093e-04 2.901e-04 9.669e-11 9.669e-05 2.901e-04 9.669e-11 9.669e-11 9.669e-11 9.669e-05 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 9.669e-11 1.570e-02 +82 EP 3 2.189e-11 2.189e-11 2.465e-11 2.463e-11 3.624e-10 5.425e-03 3.939e-09 1.394e-01 8.529e-01 7.642e-04 1.141e-03 3.935e-04 4.333e-09 4.255e-05 3.997e-10 4.507e-10 2.617e-10 1.307e-10 5.855e-11 7.906e-11 1.839e-10 3.752e-11 4.807e-11 8.481e-11 2.643e-11 4.203e-11 3.655e-11 2.961e-11 2.706e-11 6.952e-06 2.230e-11 2.192e-11 2.191e-11 2.239e-11 2.189e-11 2.189e-11 2.189e-11 5.287e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 3.829e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.191e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 2.189e-11 4.780e-11 +82 EP 4 1.601e-11 1.601e-11 3.861e-11 1.673e-10 9.643e-01 3.212e-02 2.594e-03 4.153e-04 4.310e-04 1.356e-04 6.483e-10 2.140e-11 1.346e-05 1.004e-05 1.850e-11 2.365e-11 1.617e-11 1.659e-11 1.627e-11 1.644e-11 1.605e-11 1.621e-11 1.602e-11 1.602e-11 1.602e-11 1.602e-11 1.602e-11 1.601e-11 1.602e-11 1.602e-11 1.602e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.670e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.602e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.601e-11 1.611e-11 +82 EP 5 2.071e-11 2.071e-11 2.314e-11 5.258e-11 7.717e-10 9.876e-01 1.213e-02 4.034e-05 3.540e-07 4.019e-10 1.568e-04 8.981e-11 1.238e-10 1.293e-10 3.797e-11 4.331e-05 2.365e-11 3.556e-11 2.769e-11 2.795e-11 2.130e-11 2.406e-11 2.081e-11 2.097e-11 2.074e-11 2.074e-11 2.079e-11 2.071e-11 2.073e-11 2.076e-11 2.096e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 8.298e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.073e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.071e-11 2.382e-11 +82 EP 6 4.563e-11 4.563e-11 4.597e-11 4.563e-11 4.569e-11 4.613e-11 5.387e-11 1.087e-10 5.062e-05 1.057e-10 6.477e-05 2.630e-04 8.059e-11 4.779e-04 2.303e-04 3.901e-05 9.787e-10 1.175e-10 2.313e-10 1.334e-10 2.622e-10 1.381e-10 2.064e-10 2.630e-02 2.040e-01 2.855e-01 2.689e-01 1.610e-01 4.716e-02 3.496e-03 3.188e-10 2.401e-10 4.432e-10 1.145e-09 5.095e-04 4.497e-10 1.916e-10 1.797e-09 8.272e-05 1.827e-04 4.653e-05 1.215e-04 2.058e-05 1.913e-04 8.354e-11 2.071e-10 4.722e-11 8.894e-11 6.230e-11 5.091e-11 4.760e-11 4.565e-11 4.567e-11 4.857e-11 6.140e-11 8.325e-11 4.566e-11 4.563e-11 4.587e-11 5.392e-11 4.570e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.564e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 4.563e-11 1.456e-03 +82 EP 7 5.551e-10 5.551e-10 5.584e-10 5.552e-10 5.555e-10 5.567e-10 5.767e-10 5.651e-10 5.804e-10 5.732e-10 5.810e-10 8.290e-04 6.068e-10 1.105e-03 6.266e-10 6.890e-04 6.749e-04 1.028e-09 2.869e-03 7.423e-10 9.784e-10 2.287e-03 3.972e-03 5.862e-03 1.354e-03 6.161e-03 6.156e-03 6.247e-03 6.480e-03 4.385e-03 3.849e-03 1.453e-03 4.140e-03 4.261e-03 3.690e-03 3.720e-03 4.254e-03 9.744e-04 3.297e-03 1.650e-03 6.720e-04 6.316e-10 1.416e-03 1.524e-09 5.573e-04 1.136e-03 5.766e-04 5.615e-10 1.691e-03 5.579e-10 5.559e-10 5.552e-10 5.555e-10 5.604e-10 4.183e-08 5.563e-10 5.628e-10 5.552e-10 5.649e-10 1.019e-03 5.555e-10 5.551e-10 5.551e-10 5.552e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 3.331e-03 5.551e-10 2.221e-03 3.886e-03 5.551e-04 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 5.551e-10 9.026e-01 +82 EP 8 3.662e-11 3.662e-11 3.773e-11 4.810e-11 1.700e-04 8.135e-05 4.191e-02 9.545e-01 2.022e-07 2.825e-09 2.066e-03 1.039e-03 3.032e-05 1.853e-10 3.639e-05 3.288e-10 7.446e-11 1.987e-05 5.413e-05 5.721e-11 4.843e-11 5.510e-05 4.094e-11 6.556e-11 3.761e-11 3.749e-11 4.965e-11 3.699e-11 3.713e-11 3.776e-11 3.711e-11 3.671e-11 3.664e-11 3.692e-11 3.662e-11 3.663e-11 3.662e-11 3.827e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.798e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 3.662e-11 5.044e-11 +82 EP 9 2.852e-10 8.557e-04 9.576e-01 4.152e-02 6.033e-05 1.541e-09 1.958e-09 3.074e-10 3.118e-10 3.064e-10 2.960e-10 2.856e-10 3.181e-10 2.869e-10 2.853e-10 3.309e-10 2.853e-10 2.853e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 +82 EP 10 4.617e-11 4.617e-11 5.075e-11 4.708e-11 6.521e-11 3.483e-07 7.498e-04 7.495e-04 1.028e-09 1.067e-09 1.626e-08 4.235e-01 4.191e-01 8.930e-02 2.724e-02 1.661e-02 1.014e-02 6.151e-03 2.542e-03 1.349e-03 4.000e-04 5.876e-04 5.664e-06 1.549e-10 1.859e-04 7.778e-05 1.156e-10 2.778e-04 4.275e-09 9.107e-11 1.161e-10 9.865e-11 1.053e-10 6.443e-11 5.237e-11 4.735e-11 5.232e-11 4.830e-11 5.017e-11 4.620e-11 5.559e-11 4.618e-11 5.887e-11 6.997e-11 4.617e-11 4.629e-11 4.617e-11 4.618e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.740e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.619e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.696e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 4.617e-11 1.027e-03 +82 EP 11 1.038e-10 1.038e-10 1.137e-10 1.039e-10 1.058e-10 9.681e-05 2.408e-10 1.371e-03 1.121e-04 4.686e-03 3.562e-03 3.292e-03 6.291e-10 2.348e-09 2.036e-01 5.073e-01 2.134e-01 5.991e-02 3.152e-08 1.584e-09 8.279e-09 1.116e-03 2.493e-09 7.874e-10 3.988e-10 1.818e-04 2.455e-09 2.635e-10 7.555e-10 3.313e-10 8.964e-10 3.068e-04 1.334e-04 5.955e-10 2.354e-10 1.179e-10 1.272e-10 1.140e-10 1.126e-10 1.072e-10 1.070e-10 1.470e-10 1.041e-10 1.634e-10 1.043e-10 1.040e-10 1.038e-10 1.038e-10 1.044e-10 1.038e-10 1.040e-10 1.038e-10 1.041e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.067e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.009e-03 +82 EP 12 8.195e-11 8.195e-11 9.331e-11 8.254e-11 9.178e-11 1.254e-09 5.639e-10 2.928e-03 2.652e-08 2.798e-03 1.068e-03 2.024e-03 1.216e-09 6.197e-01 3.712e-01 4.282e-09 2.354e-09 6.811e-09 4.269e-08 2.755e-09 1.149e-09 7.458e-10 5.141e-10 3.641e-10 4.075e-10 1.318e-09 3.298e-10 1.668e-10 6.233e-08 1.539e-10 1.313e-10 2.042e-10 1.512e-10 2.401e-10 8.630e-11 9.813e-11 8.629e-11 1.835e-10 8.988e-11 8.285e-11 8.276e-11 8.281e-11 8.879e-11 9.893e-11 8.200e-11 8.196e-11 8.195e-11 8.196e-11 8.217e-11 8.195e-11 8.238e-11 8.195e-11 8.245e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-05 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 8.195e-11 2.009e-04 +82 EP 13 3.512e-11 3.512e-11 3.663e-11 3.516e-11 3.584e-11 4.378e-11 3.858e-05 4.186e-04 6.612e-06 3.565e-04 2.759e-09 8.981e-04 2.091e-10 4.146e-03 6.389e-03 8.494e-10 3.320e-10 3.123e-01 4.957e-01 1.751e-01 1.137e-09 3.173e-10 3.231e-03 3.380e-10 9.573e-04 1.665e-09 5.554e-10 2.886e-10 1.210e-09 2.059e-06 1.355e-10 5.170e-10 2.350e-05 2.627e-10 7.334e-11 4.851e-11 4.732e-11 5.065e-11 5.082e-11 2.175e-10 4.189e-11 9.420e-11 3.664e-11 4.477e-11 3.541e-11 7.928e-11 3.561e-11 3.614e-11 3.672e-11 3.597e-11 3.522e-11 3.512e-11 3.523e-11 3.552e-11 3.526e-11 3.528e-11 3.512e-11 3.512e-11 3.512e-11 3.546e-11 3.605e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.515e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 3.512e-11 4.486e-04 +82 EP 14 1.073e-10 1.073e-10 1.161e-10 1.123e-10 1.562e-10 7.148e-10 7.356e-10 1.239e-09 3.237e-09 4.325e-01 4.188e-01 1.069e-01 3.431e-04 1.479e-02 8.349e-03 9.201e-03 3.947e-09 2.646e-03 2.418e-09 1.401e-03 2.143e-03 1.106e-03 1.434e-08 3.940e-10 3.942e-10 1.498e-04 5.636e-04 1.890e-10 3.503e-10 2.732e-10 3.111e-08 1.191e-10 1.170e-10 1.123e-10 1.161e-10 1.127e-10 1.113e-10 1.097e-10 1.152e-10 1.075e-10 8.526e-05 1.074e-10 1.074e-10 1.076e-10 1.073e-10 1.075e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.209e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.073e-10 1.055e-03 +82 EP 15 1.893e-10 1.893e-10 1.899e-10 1.904e-10 3.783e-10 6.984e-10 1.443e-05 1.430e-09 9.320e-07 9.376e-01 5.339e-02 9.795e-10 8.242e-04 2.167e-03 1.120e-03 1.288e-03 1.310e-03 1.042e-03 4.996e-10 4.942e-05 3.641e-10 4.128e-10 3.709e-04 3.937e-04 2.089e-10 2.503e-10 2.223e-04 2.222e-10 2.265e-10 2.093e-10 1.996e-10 1.900e-10 1.904e-10 1.945e-10 1.899e-10 1.895e-10 1.894e-10 1.987e-10 1.896e-10 1.894e-10 1.921e-10 1.894e-10 1.894e-10 1.895e-10 1.893e-10 1.894e-10 1.893e-10 1.893e-10 1.894e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-04 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.894e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.894e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 1.893e-10 2.392e-10 +82 EP 16 3.844e-11 3.844e-11 4.049e-11 5.026e-11 2.787e-03 7.773e-02 9.152e-01 1.806e-08 2.476e-03 3.375e-04 4.237e-04 9.038e-04 2.119e-10 1.442e-04 1.253e-10 2.978e-10 7.724e-11 2.679e-10 5.319e-11 6.633e-11 4.381e-11 3.339e-05 4.190e-11 4.034e-11 4.070e-11 3.859e-11 3.933e-11 3.848e-11 3.874e-11 3.854e-11 3.844e-11 3.845e-11 3.844e-11 3.848e-11 3.844e-11 3.844e-11 3.844e-11 3.893e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.878e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 3.844e-11 4.689e-11 +82 EP 17 5.368e-11 5.368e-11 5.384e-11 5.369e-11 5.370e-11 5.388e-11 5.674e-11 6.057e-11 7.071e-11 6.125e-11 6.723e-11 3.443e-05 6.889e-11 1.281e-10 7.656e-05 9.101e-11 7.901e-05 3.451e-10 1.059e-05 1.646e-10 9.962e-10 1.814e-10 2.766e-10 4.137e-10 1.644e-10 1.938e-10 9.297e-03 1.012e-01 2.200e-01 2.395e-01 2.136e-01 1.369e-01 5.626e-02 1.914e-02 1.376e-03 3.543e-10 2.792e-10 3.756e-10 4.636e-04 5.997e-10 8.623e-04 3.863e-04 1.237e-10 4.113e-05 1.774e-04 1.206e-10 6.975e-11 6.001e-05 8.440e-11 9.396e-11 6.034e-11 5.385e-11 5.404e-11 7.320e-11 9.132e-11 1.363e-10 5.412e-11 5.370e-11 5.845e-11 5.511e-11 5.378e-11 5.368e-11 5.369e-11 5.369e-11 5.368e-11 5.368e-11 5.368e-11 5.369e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.369e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.368e-11 5.430e-04 +82 EP 18 3.146e-11 3.146e-11 5.009e-11 3.324e-11 7.438e-11 1.157e-04 1.530e-09 3.067e-09 1.015e-09 1.658e-05 9.773e-01 1.730e-02 1.522e-09 1.402e-09 3.675e-03 3.318e-09 1.780e-04 3.108e-04 7.449e-04 2.973e-04 4.287e-08 1.464e-10 5.103e-09 2.635e-05 8.423e-11 1.255e-10 4.741e-11 1.828e-10 6.416e-11 3.804e-11 3.521e-11 3.255e-11 3.280e-11 6.183e-11 3.153e-11 3.148e-11 3.155e-11 3.697e-11 3.150e-11 3.146e-11 3.153e-11 3.146e-11 3.180e-11 3.151e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.361e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.161e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 3.146e-11 2.190e-10 +82 EP 19 3.746e-11 3.746e-11 3.988e-11 3.762e-11 4.135e-11 1.561e-10 3.584e-10 3.847e-10 3.967e-09 9.371e-04 6.744e-04 1.243e-03 5.140e-10 1.344e-02 4.870e-01 4.690e-01 2.095e-02 7.595e-10 2.923e-03 1.194e-03 6.590e-05 5.125e-04 1.084e-03 1.766e-04 1.170e-09 2.902e-10 6.957e-06 1.645e-10 3.375e-05 2.251e-10 1.131e-10 1.501e-10 1.770e-10 4.664e-11 4.897e-11 4.884e-11 4.150e-11 3.851e-11 3.892e-11 3.798e-11 4.047e-11 3.980e-11 1.079e-10 4.049e-11 3.747e-11 3.833e-11 3.747e-11 3.982e-11 3.748e-11 4.027e-11 3.746e-11 3.746e-11 3.786e-11 3.746e-11 3.748e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.749e-11 4.775e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.753e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 3.746e-11 7.744e-04 +82 EP 20 2.938e-11 2.956e-11 7.097e-10 9.732e-01 2.421e-02 1.736e-03 8.390e-04 1.011e-10 9.448e-11 9.043e-11 5.132e-11 3.071e-11 2.515e-05 4.021e-11 2.980e-11 2.956e-05 2.963e-11 2.943e-11 2.943e-11 2.943e-11 2.939e-11 2.942e-11 2.939e-11 2.939e-11 2.939e-11 2.938e-11 2.939e-11 2.938e-11 2.939e-11 2.938e-11 2.939e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.942e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.938e-11 2.939e-11 +82 EP 21 4.369e-11 4.369e-11 4.810e-11 4.404e-11 6.920e-11 7.686e-05 6.684e-04 2.023e-03 9.396e-10 9.087e-04 1.265e-09 7.977e-03 3.771e-02 7.563e-01 1.745e-01 1.416e-09 1.424e-02 3.776e-03 5.562e-04 7.402e-06 1.063e-03 4.696e-10 1.309e-09 3.053e-10 2.430e-05 1.188e-09 1.221e-10 1.950e-05 5.899e-05 1.034e-10 1.339e-10 1.161e-10 4.084e-05 6.742e-11 4.703e-11 4.523e-11 4.612e-11 4.448e-11 4.483e-11 4.379e-11 4.587e-11 4.375e-11 8.702e-05 4.663e-11 4.371e-11 4.381e-11 4.369e-11 4.494e-11 4.371e-11 4.370e-11 4.389e-11 4.369e-11 4.431e-11 4.370e-11 4.370e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.370e-11 5.434e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.375e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 6.448e-10 +82 EP 22 2.165e-11 2.165e-11 2.369e-11 2.777e-11 9.476e-09 2.581e-09 1.855e-09 9.131e-01 7.506e-02 4.964e-03 4.302e-03 4.736e-04 1.200e-03 5.565e-04 1.582e-09 2.024e-04 8.835e-11 7.835e-05 6.978e-06 6.919e-11 3.354e-11 5.733e-11 2.964e-11 3.962e-11 2.474e-11 2.435e-11 6.639e-11 2.213e-11 2.258e-11 2.534e-11 3.446e-11 2.172e-11 2.176e-11 2.167e-11 2.165e-11 2.166e-11 2.167e-11 5.859e-11 2.165e-11 2.165e-11 2.175e-11 2.165e-11 2.165e-11 2.166e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.329e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.165e-11 2.280e-05 +82 EP 23 8.019e-11 8.019e-11 9.150e-11 8.785e-11 2.735e-10 1.541e-03 5.451e-10 1.247e-09 7.656e-01 2.252e-01 7.488e-06 1.368e-09 1.605e-03 3.837e-03 9.168e-04 4.500e-04 9.099e-07 1.113e-05 1.362e-09 5.519e-04 2.533e-10 2.264e-10 3.277e-05 2.116e-04 1.496e-10 1.185e-09 3.813e-10 9.442e-11 1.563e-10 1.268e-10 7.547e-05 8.487e-11 8.448e-11 8.157e-11 8.052e-11 8.048e-11 8.113e-11 1.154e-10 8.071e-11 8.025e-11 1.716e-10 8.019e-11 8.024e-11 8.057e-11 8.019e-11 8.022e-11 8.019e-11 8.020e-11 8.021e-11 8.020e-11 8.022e-11 8.019e-11 1.052e-10 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.024e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.019e-11 8.170e-10 +82 EP 24 1.276e-10 1.276e-10 1.317e-10 1.292e-10 2.304e-10 6.596e-10 1.049e-09 2.233e-09 1.336e-03 7.838e-01 2.146e-01 1.010e-08 4.124e-09 5.207e-09 1.365e-09 1.111e-04 2.678e-09 1.085e-09 1.892e-09 1.649e-09 7.049e-10 4.922e-10 5.156e-05 5.248e-10 3.132e-10 1.918e-10 4.255e-10 1.099e-04 1.590e-09 1.771e-10 1.385e-10 1.622e-10 1.377e-10 1.579e-10 1.322e-10 1.373e-10 1.285e-10 1.373e-10 1.302e-10 1.280e-10 1.321e-10 1.279e-10 1.284e-10 2.273e-10 1.277e-10 1.276e-10 1.276e-10 1.276e-10 1.284e-10 1.276e-10 1.276e-10 1.276e-10 1.278e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.277e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 1.276e-10 2.160e-10 +82 EP 25 3.957e-11 3.957e-11 4.176e-11 3.963e-11 4.115e-11 6.239e-11 1.110e-10 9.595e-06 5.957e-04 4.639e-04 1.241e-03 1.783e-03 4.369e-10 3.629e-03 7.553e-10 1.277e-01 6.052e-01 2.518e-01 8.154e-10 5.295e-10 4.424e-03 1.525e-09 1.176e-03 7.012e-10 6.017e-04 4.844e-04 2.226e-04 1.830e-10 9.033e-10 1.772e-10 1.114e-10 4.638e-10 1.224e-10 1.076e-10 1.268e-05 4.880e-11 5.121e-11 4.334e-11 4.343e-11 4.444e-11 4.437e-11 2.881e-10 4.561e-11 4.628e-11 3.966e-11 4.837e-11 3.965e-11 4.125e-11 4.004e-11 4.214e-11 3.961e-11 3.957e-11 3.975e-11 3.963e-11 3.965e-11 3.960e-11 3.957e-11 3.957e-11 3.957e-11 3.968e-11 4.273e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.960e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 3.957e-11 6.802e-04 +82 EP 26 1.026e-10 1.026e-10 1.059e-10 1.046e-10 2.380e-10 2.167e-03 9.362e-10 2.538e-04 9.484e-01 3.922e-02 4.873e-09 2.161e-03 5.310e-03 2.418e-03 1.667e-09 3.142e-05 1.286e-09 3.798e-10 5.073e-08 1.473e-09 3.546e-10 2.797e-10 2.274e-10 2.283e-10 1.324e-10 1.436e-10 1.321e-10 1.603e-10 1.340e-10 1.276e-10 1.080e-10 1.135e-10 1.072e-10 1.175e-10 1.051e-10 1.034e-10 1.031e-10 1.100e-10 1.035e-10 1.027e-10 1.033e-10 1.030e-10 1.036e-10 1.075e-10 1.026e-10 1.027e-10 1.026e-10 1.026e-10 1.027e-10 1.026e-10 1.026e-10 1.026e-10 1.242e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.032e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.026e-10 1.518e-10 +82 EP 27 4.081e-11 4.081e-11 5.011e-11 4.307e-11 9.904e-11 6.840e-05 1.159e-03 3.460e-03 5.646e-10 5.307e-10 2.085e-09 9.188e-01 7.360e-02 2.039e-08 1.572e-03 1.845e-09 1.439e-09 8.584e-04 3.071e-09 4.037e-10 2.045e-04 1.165e-09 6.080e-06 8.929e-11 1.252e-10 1.475e-10 7.186e-11 1.425e-10 4.097e-06 1.078e-10 4.414e-11 4.525e-11 4.869e-11 7.779e-05 4.132e-11 4.127e-11 4.088e-11 4.314e-11 4.251e-11 4.083e-11 4.094e-11 4.083e-11 4.143e-11 4.159e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.082e-11 4.081e-11 4.081e-11 4.081e-11 4.202e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.448e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 4.081e-11 2.343e-04 +82 EP 28 3.938e-11 3.938e-11 6.540e-11 4.086e-11 1.062e-10 4.531e-04 3.101e-09 2.171e-03 2.367e-09 1.488e-09 3.951e-01 3.209e-01 1.912e-01 5.353e-02 2.273e-02 1.034e-02 3.014e-03 1.142e-09 1.929e-09 4.328e-04 2.233e-10 2.461e-10 1.609e-10 9.418e-05 8.958e-11 8.078e-11 1.411e-10 6.389e-11 1.448e-05 1.443e-10 4.241e-11 4.219e-11 4.935e-11 9.227e-11 3.943e-11 4.271e-11 3.939e-11 4.785e-11 3.940e-11 3.938e-11 3.957e-11 3.938e-11 3.972e-11 4.715e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 4.173e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 4.117e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 1.340e-10 +82 EP 29 1.954e-11 1.954e-11 2.196e-11 3.545e-11 2.600e-09 1.988e-03 9.042e-01 8.879e-02 2.760e-04 3.768e-03 9.417e-04 4.222e-10 2.051e-10 3.189e-10 7.988e-11 1.295e-10 5.324e-11 3.109e-11 3.134e-11 3.507e-11 2.478e-11 2.461e-11 2.559e-11 2.297e-11 2.123e-11 1.997e-11 2.359e-11 1.991e-11 2.174e-11 2.032e-11 1.958e-11 1.956e-11 1.966e-11 1.962e-11 1.954e-11 1.975e-11 1.954e-11 2.194e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.956e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.974e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.955e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 1.954e-11 2.282e-11 +82 EP 30 4.061e-11 4.061e-11 6.695e-10 3.706e-10 1.000e+00 2.540e-08 3.162e-09 1.610e-09 6.576e-10 2.116e-09 3.545e-10 7.043e-11 2.322e-10 2.807e-05 4.447e-11 1.020e-10 5.025e-11 4.137e-11 4.177e-11 4.132e-11 4.077e-11 4.075e-11 4.079e-11 4.068e-11 4.066e-11 4.062e-11 4.117e-11 4.062e-11 4.077e-11 4.062e-11 4.064e-11 4.061e-11 4.063e-11 4.061e-11 4.061e-11 4.064e-11 4.061e-11 4.079e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.061e-11 4.070e-11 +82 EP 31 2.079e-11 2.079e-11 2.670e-11 2.245e-11 1.192e-04 5.454e-10 6.202e-10 9.072e-10 2.445e-08 8.760e-01 9.597e-02 2.376e-02 2.217e-03 9.122e-04 6.987e-10 3.010e-04 6.528e-04 1.636e-10 1.071e-10 1.456e-10 4.128e-05 4.242e-11 1.012e-10 1.297e-10 2.967e-11 6.298e-11 3.296e-11 3.980e-11 3.079e-11 3.501e-11 2.206e-11 2.094e-11 2.107e-11 2.333e-11 2.079e-11 2.080e-11 2.079e-11 4.236e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.084e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.849e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.087e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 2.079e-11 9.345e-11 +82 EP 32 6.235e-10 6.235e-10 6.237e-10 6.236e-10 6.299e-10 7.593e-10 2.190e-09 3.550e-09 4.119e-09 7.437e-03 8.932e-01 7.687e-02 3.514e-09 8.754e-03 2.239e-03 1.909e-09 1.899e-03 1.978e-03 4.500e-03 2.039e-03 8.586e-07 1.047e-09 2.021e-09 1.079e-09 1.375e-09 8.330e-10 1.131e-09 1.274e-09 1.095e-03 1.185e-09 7.621e-10 6.870e-10 6.903e-10 7.210e-10 7.639e-10 6.534e-10 1.442e-08 6.275e-10 1.806e-09 6.272e-10 6.339e-10 6.247e-10 6.244e-10 6.259e-10 6.236e-10 6.468e-10 6.238e-10 6.265e-10 6.238e-10 6.282e-10 6.238e-10 6.235e-10 6.415e-10 6.236e-10 6.526e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.381e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 6.235e-10 1.123e-08 +82 EP 33 4.133e-11 4.133e-11 4.188e-11 4.133e-11 4.147e-11 4.269e-11 5.500e-11 1.327e-10 8.779e-11 2.459e-10 1.001e-10 1.860e-09 6.316e-05 4.029e-04 4.746e-10 7.848e-04 2.011e-10 1.218e-10 2.048e-10 1.330e-10 6.045e-10 1.910e-01 3.430e-01 3.176e-01 1.258e-01 1.869e-02 3.393e-10 2.155e-10 2.040e-09 1.727e-03 2.803e-10 5.830e-09 1.802e-09 3.828e-10 2.636e-10 1.389e-10 2.127e-05 1.743e-10 4.605e-05 8.525e-11 6.966e-11 9.846e-11 6.110e-11 7.537e-11 4.489e-11 7.823e-05 4.234e-11 4.479e-11 4.651e-11 4.303e-11 4.382e-11 4.133e-11 4.137e-11 4.264e-11 4.355e-11 4.363e-11 4.134e-11 4.133e-11 4.137e-11 5.623e-11 4.152e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.134e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 4.133e-11 8.868e-04 +82 EP 34 1.401e-11 1.401e-11 2.264e-11 4.222e-11 4.044e-02 9.434e-01 1.613e-02 2.313e-09 3.388e-07 5.105e-10 3.010e-05 8.975e-11 4.598e-11 2.783e-05 2.087e-11 2.197e-11 1.884e-11 1.579e-11 1.512e-11 1.627e-11 1.462e-11 1.439e-11 1.451e-11 1.429e-11 1.412e-11 1.403e-11 1.440e-11 1.403e-11 1.437e-11 1.407e-11 1.401e-11 1.401e-11 1.402e-11 1.401e-11 1.401e-11 1.404e-11 1.401e-11 1.495e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.402e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.401e-11 1.458e-11 +82 EP 35 6.737e-11 6.737e-11 6.744e-11 6.737e-11 6.738e-11 6.743e-11 6.783e-11 6.862e-11 8.085e-11 6.910e-11 7.031e-11 7.473e-11 7.140e-11 1.051e-10 1.985e-10 7.398e-11 2.219e-10 1.148e-10 3.569e-05 1.858e-10 1.966e-10 1.075e-04 4.027e-05 3.058e-04 2.158e-10 3.566e-04 1.307e-04 2.461e-10 2.152e-10 7.788e-10 1.331e-02 8.904e-02 1.594e-01 1.863e-01 1.879e-01 1.578e-01 1.051e-01 5.391e-02 2.650e-02 1.171e-02 3.469e-03 1.329e-03 1.531e-03 3.541e-05 3.387e-10 1.392e-04 2.189e-05 2.234e-10 1.876e-04 9.255e-05 3.919e-05 7.449e-11 8.014e-11 7.556e-05 2.619e-06 6.082e-05 9.080e-11 6.808e-11 5.764e-05 6.885e-11 6.930e-11 6.737e-11 6.791e-11 6.791e-11 6.737e-11 6.737e-11 6.737e-11 6.790e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 6.737e-11 1.043e-03 +82 EP 36 2.197e-10 2.197e-10 2.212e-10 2.211e-10 8.723e-10 3.203e-09 1.987e-03 3.160e-04 8.628e-03 9.868e-01 6.947e-08 3.436e-04 9.785e-10 8.541e-10 1.034e-03 8.639e-10 4.967e-10 7.840e-04 1.179e-09 3.423e-10 4.183e-10 2.636e-10 7.248e-10 4.262e-10 2.278e-10 2.843e-10 1.156e-04 2.562e-10 3.102e-10 2.317e-10 2.260e-10 2.203e-10 2.204e-10 2.207e-10 2.197e-10 2.199e-10 2.198e-10 2.426e-10 2.197e-10 2.197e-10 2.198e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.698e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.197e-10 2.638e-10 +82 EP 37 3.927e-11 3.927e-11 4.028e-11 3.929e-11 3.961e-11 4.262e-11 7.662e-11 2.756e-10 2.067e-04 3.925e-04 3.334e-10 7.464e-04 3.552e-10 8.305e-04 2.237e-03 7.574e-04 2.184e-10 1.550e-10 8.339e-10 3.046e-01 4.408e-01 2.212e-01 2.521e-02 2.809e-10 4.827e-10 3.483e-04 1.956e-08 4.802e-10 4.228e-04 3.593e-04 4.067e-10 3.482e-04 1.514e-10 1.670e-10 1.104e-10 4.287e-10 7.844e-11 7.174e-11 6.852e-11 2.137e-05 5.721e-11 2.818e-05 4.149e-11 7.973e-11 4.000e-11 2.002e-10 4.080e-11 4.136e-11 4.319e-11 4.036e-11 3.960e-11 3.927e-11 3.937e-11 4.121e-11 3.989e-11 3.968e-11 3.927e-11 3.927e-11 3.928e-11 4.117e-11 3.968e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.929e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 3.927e-11 1.488e-03 +82 EP 38 2.620e-11 2.620e-11 2.677e-11 3.213e-11 5.051e-09 7.412e-10 1.285e-09 6.006e-01 3.576e-01 3.847e-02 3.306e-03 8.730e-10 1.210e-06 4.418e-10 6.347e-10 7.346e-10 1.177e-10 6.850e-11 8.186e-11 7.761e-11 4.401e-11 5.081e-11 5.038e-11 1.820e-10 3.622e-11 2.846e-11 4.041e-11 2.842e-11 3.553e-11 2.964e-11 2.637e-11 2.642e-11 2.651e-11 2.719e-11 2.621e-11 2.668e-11 2.620e-11 2.694e-11 2.621e-11 2.620e-11 2.620e-11 2.620e-11 2.621e-11 2.632e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.752e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.622e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 2.620e-11 4.197e-11 +82 EP 39 1.066e-10 1.066e-10 1.077e-10 1.097e-10 2.303e-10 9.715e-09 1.860e-09 2.440e-02 9.702e-01 7.878e-07 3.973e-09 1.771e-09 8.683e-10 1.634e-03 1.684e-03 6.662e-04 1.373e-03 6.789e-10 5.473e-10 1.048e-09 1.715e-10 3.306e-10 1.479e-10 1.684e-10 1.090e-10 1.174e-10 1.420e-10 1.090e-10 1.118e-10 1.458e-10 1.098e-10 1.070e-10 1.070e-10 1.068e-10 1.067e-10 1.067e-10 1.066e-10 1.095e-10 1.066e-10 1.066e-10 1.067e-10 1.066e-10 1.066e-10 1.068e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 3.617e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.067e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.066e-10 1.167e-10 +82 EP 40 4.991e-11 4.991e-11 5.580e-11 5.051e-11 1.004e-04 1.463e-10 2.244e-05 1.601e-04 2.037e-06 8.109e-10 1.709e-09 1.142e-02 9.400e-01 3.586e-02 2.260e-09 7.626e-03 2.732e-03 1.682e-03 1.819e-09 1.834e-09 1.681e-09 3.911e-10 1.859e-04 1.116e-10 2.111e-10 1.476e-04 8.644e-11 3.650e-10 1.908e-09 3.684e-05 6.457e-11 2.301e-05 1.384e-10 7.135e-11 5.149e-11 5.146e-11 5.083e-11 5.544e-11 5.213e-11 5.018e-11 5.045e-11 5.062e-11 6.146e-11 5.161e-11 4.992e-11 5.015e-11 4.991e-11 5.001e-11 4.994e-11 4.996e-11 4.994e-11 4.991e-11 5.053e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.992e-11 1.850e-10 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 4.991e-11 2.086e-10 +82 EP 41 2.133e-11 2.133e-11 2.369e-11 3.365e-11 4.851e-10 1.849e-09 9.762e-01 1.890e-02 3.717e-06 4.340e-03 2.597e-07 4.538e-04 1.331e-10 3.659e-07 8.942e-05 6.048e-10 4.309e-11 4.858e-07 4.651e-11 6.754e-11 2.585e-11 3.152e-11 2.243e-11 2.474e-11 2.174e-11 2.183e-11 2.322e-11 2.141e-11 2.150e-11 2.187e-11 2.701e-11 2.134e-11 2.134e-11 2.134e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-05 2.133e-11 2.133e-11 2.134e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.180e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 2.133e-11 4.539e-10 +82 TP 1 8.508e-02 7.327e-03 8.316e-09 4.080e-09 1.081e-08 1.578e-01 3.344e-09 9.313e-09 1.088e-09 4.660e-09 1.711e-02 1.416e-08 1.390e-01 6.109e-09 6.717e-09 3.600e-09 1.470e-01 7.813e-09 1.493e-06 1.604e-09 1.076e-08 7.179e-09 8.956e-09 1.929e-04 5.735e-02 7.005e-09 8.045e-09 1.183e-08 3.968e-09 2.770e-09 7.048e-09 5.135e-09 1.709e-01 5.062e-09 5.102e-02 7.844e-09 1.673e-01 1.316e-08 9.608e-09 1.249e-08 4.346e-09 +82 TP 2 9.916e-11 8.487e-01 1.405e-10 9.671e-11 9.715e-11 8.486e-03 2.193e-04 1.198e-10 9.669e-11 2.908e-04 1.326e-10 1.188e-10 2.078e-03 2.762e-10 1.244e-10 9.852e-11 2.148e-02 1.214e-10 1.743e-03 9.670e-11 5.172e-04 3.235e-09 1.929e-10 9.705e-11 4.550e-04 1.001e-10 1.411e-10 1.299e-10 1.017e-10 9.670e-11 1.023e-10 3.769e-04 4.560e-03 9.694e-11 1.093e-01 1.016e-10 1.569e-03 1.098e-10 1.148e-10 1.669e-04 1.072e-10 +82 TP 3 1.110e-10 2.573e-11 3.624e-01 1.195e-02 4.425e-02 1.515e-10 1.044e-10 1.512e-02 4.419e-05 4.961e-03 1.690e-03 3.359e-03 3.036e-10 4.106e-04 4.758e-03 2.895e-08 4.169e-11 3.498e-02 4.384e-04 3.163e-04 4.548e-03 1.366e-01 5.123e-09 8.465e-03 6.318e-04 1.437e-07 1.263e-02 3.849e-02 2.163e-02 1.657e-10 1.876e-01 1.427e-10 4.336e-10 1.120e-02 3.351e-11 3.701e-05 1.680e-10 1.283e-09 1.371e-09 5.458e-03 8.803e-02 +82 TP 4 4.079e-11 1.603e-11 3.778e-10 4.608e-01 3.366e-02 3.359e-11 1.610e-05 6.842e-10 2.348e-03 6.031e-11 5.923e-11 1.529e-10 6.166e-11 4.753e-11 1.696e-05 9.690e-03 3.621e-11 3.744e-10 6.215e-11 1.481e-01 1.428e-10 2.423e-03 2.108e-10 1.113e-10 4.329e-11 1.477e-10 1.254e-10 9.528e-11 3.166e-03 1.659e-01 1.102e-10 6.273e-11 4.430e-11 1.656e-01 1.664e-11 2.928e-10 3.486e-11 4.061e-10 3.153e-10 8.704e-11 8.194e-03 +82 TP 5 5.181e-11 2.082e-11 1.142e-05 2.544e-01 3.035e-01 4.193e-11 2.108e-11 1.271e-05 1.891e-04 1.625e-10 1.108e-04 4.458e-11 4.979e-05 3.198e-10 1.234e-04 5.959e-02 2.315e-11 1.442e-10 5.692e-11 2.390e-02 6.317e-11 1.057e-02 1.118e-07 3.637e-10 1.076e-09 2.842e-10 3.211e-10 1.353e-10 3.907e-02 2.102e-09 9.971e-10 7.486e-11 8.068e-11 2.783e-01 3.008e-11 2.586e-10 7.808e-11 3.811e-03 5.550e-04 6.879e-11 2.585e-02 +82 TP 6 1.326e-10 4.906e-03 1.160e-10 4.624e-11 7.609e-05 5.310e-01 8.422e-04 1.082e-10 4.563e-11 1.242e-02 1.102e-10 1.149e-10 3.701e-02 8.312e-03 2.105e-10 1.721e-09 1.230e-01 2.369e-04 1.492e-02 4.574e-11 8.117e-03 2.551e-03 5.220e-03 1.093e-10 2.040e-02 1.932e-04 3.685e-10 3.178e-10 2.081e-10 4.564e-11 1.311e-10 2.527e-03 1.400e-01 8.929e-11 2.921e-02 8.091e-11 5.688e-02 8.433e-11 2.498e-04 9.688e-04 9.549e-04 +82 TP 7 6.151e-10 3.400e-03 1.272e-09 5.594e-10 5.806e-10 1.395e-02 8.800e-01 7.719e-10 5.552e-10 1.621e-02 2.843e-09 2.968e-09 1.714e-02 6.190e-03 7.075e-04 8.936e-10 6.458e-03 1.311e-09 1.182e-02 5.563e-10 4.526e-03 5.677e-09 4.289e-03 6.095e-10 7.146e-03 6.241e-10 1.281e-09 1.489e-09 9.827e-10 5.555e-10 1.645e-09 6.586e-10 1.013e-02 5.691e-10 4.130e-03 1.713e-09 1.172e-02 7.523e-10 7.732e-10 3.905e-04 1.770e-03 +82 TP 8 1.198e-08 6.961e-11 2.377e-08 1.124e-02 1.957e-02 1.341e-05 2.350e-05 2.531e-01 3.964e-05 2.464e-04 6.917e-10 7.324e-07 6.240e-10 6.637e-03 1.891e-03 5.276e-02 2.631e-04 6.479e-03 6.027e-10 1.065e-03 3.085e-09 1.762e-08 2.689e-03 2.374e-02 1.070e-07 5.120e-02 2.957e-03 6.825e-09 8.862e-02 1.523e-08 2.843e-07 1.315e-08 1.259e-03 4.208e-02 2.948e-04 4.873e-03 1.240e-09 4.261e-01 3.058e-09 2.856e-03 6.904e-07 +82 TP 9 2.896e-10 2.862e-10 3.080e-10 1.689e-02 2.928e-09 2.862e-10 2.862e-10 3.336e-10 5.317e-01 3.052e-10 2.955e-10 2.946e-10 2.945e-10 3.001e-10 2.935e-10 5.950e-04 2.890e-10 2.999e-10 2.893e-10 4.052e-01 2.939e-10 3.142e-10 2.967e-10 2.908e-10 2.934e-10 3.072e-10 2.954e-10 3.010e-10 3.550e-03 3.357e-02 2.937e-10 2.885e-10 2.862e-10 8.490e-03 2.862e-10 2.936e-10 2.862e-10 3.062e-10 3.019e-10 3.037e-10 4.841e-09 +82 TP 10 3.145e-10 9.089e-11 1.356e-02 1.987e-03 1.665e-02 3.446e-10 1.963e-09 1.452e-02 5.066e-11 8.068e-02 9.771e-10 2.174e-09 5.897e-10 8.735e-02 1.098e-02 6.389e-09 1.398e-10 2.032e-01 7.828e-10 7.204e-11 2.327e-09 5.581e-02 7.593e-02 2.061e-09 6.381e-10 8.023e-03 2.826e-01 1.085e-09 2.754e-03 4.752e-10 5.693e-02 3.604e-08 2.145e-10 1.074e-09 1.151e-10 2.116e-03 1.211e-09 2.762e-03 1.335e-02 3.921e-02 3.164e-02 +82 TP 11 6.249e-10 1.282e-03 1.040e-04 2.271e-10 1.274e-09 3.956e-02 2.025e-04 1.335e-09 1.073e-10 2.773e-09 1.484e-01 2.334e-09 2.397e-01 1.375e-02 2.266e-09 8.985e-10 2.305e-02 4.316e-06 4.274e-09 1.034e-04 1.454e-09 1.535e-02 7.479e-03 2.109e-09 2.862e-01 1.137e-03 4.377e-09 8.673e-09 3.338e-09 1.187e-10 9.331e-05 1.370e-08 7.538e-02 3.171e-10 9.197e-03 9.844e-10 1.349e-01 1.490e-03 1.374e-09 6.021e-09 2.698e-03 +82 TP 12 2.401e-10 4.044e-04 1.266e-02 1.367e-03 2.426e-03 2.436e-02 6.783e-04 2.814e-09 8.204e-11 3.230e-04 1.496e-01 1.775e-01 1.052e-01 4.562e-03 1.766e-09 1.313e-09 1.172e-02 1.718e-02 1.920e-01 8.454e-11 1.602e-02 4.814e-03 1.502e-02 5.633e-09 1.130e-01 7.238e-09 1.159e-08 1.448e-02 1.017e-09 1.581e-10 1.214e-02 1.830e-09 4.545e-02 4.398e-10 3.730e-03 2.751e-09 6.895e-02 9.772e-09 2.911e-06 2.394e-09 6.382e-03 +82 TP 13 5.101e-04 9.242e-04 4.493e-10 1.591e-04 1.649e-03 2.381e-02 1.131e-03 2.990e-10 3.515e-11 4.372e-02 4.687e-10 2.164e-03 4.119e-01 2.291e-02 1.243e-03 3.196e-10 1.360e-02 7.039e-03 7.192e-02 3.751e-11 3.431e-02 8.450e-03 1.659e-02 8.577e-04 1.379e-01 4.593e-04 1.704e-09 6.332e-10 2.458e-05 5.242e-11 2.213e-05 2.958e-03 5.211e-02 1.239e-10 5.501e-03 7.767e-04 1.218e-01 4.267e-10 6.176e-04 1.075e-02 4.226e-03 +82 TP 14 1.231e-09 1.255e-10 4.296e-09 4.174e-03 2.724e-02 1.322e-04 2.153e-10 6.776e-05 1.101e-10 2.228e-09 3.758e-07 4.625e-09 1.865e-08 3.114e-05 3.489e-01 1.053e-07 4.404e-04 2.387e-04 4.433e-08 7.396e-04 7.474e-04 1.623e-01 3.032e-01 9.911e-10 9.023e-09 9.621e-10 2.455e-09 9.403e-10 1.388e-09 1.368e-09 2.662e-07 9.892e-03 1.994e-03 1.364e-09 1.832e-10 1.580e-09 1.718e-03 1.828e-09 5.516e-02 7.336e-10 8.309e-02 +82 TP 15 1.106e-09 2.049e-10 8.190e-02 4.815e-04 9.216e-03 5.732e-10 9.861e-05 2.750e-02 1.917e-10 1.295e-09 3.588e-03 8.596e-10 9.863e-04 2.271e-09 1.850e-01 6.409e-08 5.198e-10 2.230e-02 2.230e-09 2.556e-10 2.356e-09 2.702e-02 4.816e-02 2.330e-09 1.751e-08 2.845e-09 1.669e-09 2.048e-09 6.497e-09 6.550e-10 9.257e-02 8.508e-03 2.848e-04 2.645e-09 7.045e-10 3.589e-01 1.914e-08 2.576e-09 1.074e-01 2.941e-08 2.616e-02 +82 TP 16 3.676e-04 3.848e-11 2.137e-09 2.551e-02 2.384e-02 2.129e-10 4.568e-11 1.006e-01 7.947e-11 9.223e-04 5.927e-10 7.479e-04 7.036e-04 2.183e-08 2.574e-05 2.203e-01 1.712e-10 4.564e-03 1.123e-04 1.258e-03 7.906e-04 1.038e-08 9.136e-10 1.543e-03 4.437e-04 5.882e-03 2.219e-03 3.054e-03 3.295e-01 5.918e-04 1.237e-02 6.149e-08 5.429e-04 1.011e-01 3.918e-11 4.413e-03 3.976e-04 1.506e-01 7.030e-03 6.678e-04 2.504e-09 +82 TP 17 8.216e-11 1.306e-02 1.634e-10 5.434e-11 1.589e-04 1.466e-01 1.063e-03 8.795e-11 5.368e-11 6.830e-03 1.186e-10 1.048e-10 1.635e-02 6.278e-03 2.559e-10 1.054e-10 5.755e-01 2.183e-10 8.219e-03 5.370e-11 5.049e-03 7.561e-04 2.908e-03 1.240e-05 9.956e-03 7.694e-11 7.806e-10 1.298e-10 7.965e-11 5.368e-11 1.144e-10 1.988e-03 5.819e-02 1.407e-10 1.139e-01 5.962e-05 3.163e-02 7.788e-11 2.346e-10 1.188e-03 2.830e-04 +82 TP 18 4.143e-03 5.200e-11 7.242e-02 2.436e-03 1.841e-02 2.574e-10 9.446e-11 3.899e-03 3.076e-05 1.496e-09 1.589e-03 3.579e-03 1.631e-03 5.679e-07 1.281e-09 1.180e-08 6.417e-05 3.058e-01 4.068e-04 7.907e-11 2.600e-03 5.165e-02 2.271e-02 2.437e-10 9.138e-05 1.065e-06 9.088e-02 1.832e-01 8.811e-03 1.465e-10 1.898e-01 6.782e-10 4.609e-10 3.204e-09 6.884e-11 6.331e-08 5.693e-10 1.863e-04 1.331e-03 1.050e-09 3.428e-02 +82 TP 19 4.281e-10 8.887e-09 2.711e-04 3.892e-05 3.632e-03 1.664e-07 3.829e-04 1.840e-03 3.833e-11 1.113e-01 1.242e-01 1.493e-02 1.643e-08 4.193e-02 5.920e-09 3.299e-10 3.898e-04 2.764e-02 3.888e-01 1.494e-10 1.544e-01 1.818e-02 3.298e-02 1.050e-03 9.351e-10 6.069e-03 6.618e-03 2.345e-03 1.555e-09 6.662e-11 8.501e-03 2.282e-03 7.954e-04 1.585e-10 7.509e-10 4.683e-03 2.264e-03 6.589e-04 7.436e-10 3.306e-02 1.059e-02 +82 TP 20 1.921e-10 2.945e-11 5.009e-04 1.438e-01 1.936e-05 3.057e-11 2.963e-11 1.848e-03 3.966e-02 1.971e-10 7.379e-05 3.654e-05 7.231e-10 1.826e-07 5.622e-05 3.625e-04 3.013e-05 2.478e-04 4.989e-11 5.593e-01 9.495e-05 1.184e-03 2.202e-10 1.855e-10 6.255e-05 1.352e-05 1.220e-04 4.084e-04 1.745e-02 1.547e-01 1.177e-03 4.868e-11 3.033e-11 7.182e-02 3.001e-11 8.086e-10 3.044e-11 4.077e-03 1.515e-04 1.495e-04 2.601e-03 +82 TP 21 1.257e-09 2.736e-04 4.364e-03 3.456e-10 3.490e-03 1.932e-09 2.319e-04 3.619e-03 4.549e-11 2.096e-01 2.526e-04 1.231e-01 2.199e-09 5.040e-02 1.755e-09 9.617e-10 1.809e-10 3.279e-02 1.502e-09 3.287e-05 3.232e-01 3.167e-02 3.518e-02 1.039e-03 3.897e-09 5.959e-03 3.190e-04 4.237e-03 5.217e-10 2.696e-10 2.528e-02 8.285e-06 8.289e-10 4.399e-10 1.971e-10 4.166e-03 5.951e-10 2.191e-03 2.145e-05 1.220e-01 1.658e-02 +82 TP 22 1.402e-10 2.630e-11 2.003e-09 3.382e-02 1.250e-01 1.084e-04 3.642e-11 1.952e-01 3.759e-11 1.185e-08 4.850e-10 1.414e-10 4.495e-10 3.539e-04 2.488e-03 4.396e-02 6.241e-11 3.968e-09 5.515e-04 1.285e-03 2.038e-10 2.413e-01 8.922e-04 2.337e-03 1.968e-04 9.906e-03 2.025e-05 7.483e-04 1.273e-09 6.122e-10 8.024e-10 3.337e-09 1.106e-04 3.073e-09 4.133e-11 4.949e-10 1.324e-04 4.108e-02 2.196e-02 1.212e-09 2.786e-01 +82 TP 23 4.633e-10 8.967e-05 3.131e-02 1.585e-02 5.997e-02 6.767e-10 3.824e-05 2.103e-03 1.154e-10 5.717e-04 3.819e-10 5.226e-10 2.031e-04 1.731e-09 1.602e-02 3.546e-09 3.026e-10 1.216e-09 8.945e-04 5.376e-05 1.198e-09 3.544e-01 5.737e-02 5.175e-03 6.958e-10 7.023e-09 7.143e-10 1.037e-09 2.031e-09 2.636e-10 2.062e-09 1.500e-03 1.080e-09 7.709e-10 7.554e-10 8.432e-10 1.135e-03 3.082e-08 2.822e-01 7.568e-10 1.712e-01 +82 TP 24 1.038e-04 3.837e-04 6.085e-09 2.134e-04 1.074e-03 2.557e-02 2.591e-09 2.613e-06 2.780e-10 3.624e-02 3.975e-02 5.715e-02 7.150e-02 7.043e-09 6.403e-09 6.316e-09 1.287e-02 1.161e-02 6.933e-02 1.273e-09 6.204e-02 1.566e-08 3.566e-09 2.723e-02 7.677e-02 3.312e-09 4.957e-02 3.198e-01 5.010e-04 8.743e-10 4.084e-09 1.116e-09 3.511e-02 9.346e-04 3.364e-03 4.560e-09 5.638e-02 7.097e-03 5.546e-09 3.541e-02 8.663e-09 +82 TP 25 1.044e-04 2.303e-04 1.190e-05 2.977e-04 1.237e-03 1.309e-02 3.791e-04 1.182e-09 3.969e-11 6.675e-02 4.927e-05 3.565e-05 1.122e-01 3.009e-02 3.992e-07 2.161e-10 6.088e-03 1.504e-02 1.729e-01 4.479e-11 5.657e-02 1.582e-02 2.044e-02 1.986e-03 3.900e-01 2.883e-03 4.044e-03 1.296e-09 2.103e-10 8.231e-11 1.986e-03 2.882e-03 2.391e-02 1.762e-10 1.522e-03 2.576e-03 3.463e-02 3.941e-04 2.740e-04 1.535e-02 6.224e-03 +82 TP 26 5.256e-03 1.707e-04 3.877e-09 1.598e-09 8.404e-09 8.160e-03 3.511e-04 4.184e-04 1.361e-05 1.626e-02 1.018e-02 2.246e-02 3.092e-02 2.743e-02 5.991e-07 2.778e-05 4.988e-03 2.617e-02 3.210e-02 1.775e-04 2.851e-02 1.853e-05 1.930e-09 1.800e-01 3.033e-02 2.494e-01 5.502e-02 6.380e-02 2.950e-02 9.230e-10 1.375e-06 5.574e-09 1.492e-02 2.691e-03 2.426e-03 5.976e-06 1.784e-02 1.005e-01 1.264e-09 3.994e-02 1.824e-08 +82 TP 27 1.268e-10 4.983e-11 3.657e-02 1.237e-03 7.811e-03 4.213e-03 1.268e-10 1.246e-04 4.216e-11 2.005e-06 1.314e-02 3.731e-02 1.176e-02 1.514e-02 1.052e-09 2.134e-03 2.687e-03 1.347e-01 2.088e-02 1.079e-10 3.341e-02 3.554e-02 2.199e-02 5.075e-10 1.369e-02 8.388e-06 3.530e-01 4.034e-02 1.825e-04 1.512e-04 7.085e-02 1.798e-10 6.617e-03 8.829e-10 8.223e-04 5.810e-09 9.996e-03 1.856e-03 8.607e-10 1.038e-01 2.003e-02 +82 TP 28 1.930e-10 6.895e-11 2.725e-02 1.625e-03 8.547e-03 3.032e-03 5.671e-04 9.141e-03 4.997e-10 8.915e-02 3.088e-02 5.602e-02 4.216e-02 3.766e-02 2.081e-09 1.534e-09 6.521e-10 3.368e-02 6.663e-02 8.385e-05 8.812e-02 3.977e-02 3.178e-02 4.068e-10 5.097e-02 1.334e-02 5.485e-02 8.768e-02 1.318e-02 1.770e-10 4.726e-02 3.242e-10 8.929e-03 1.859e-03 1.402e-10 2.207e-05 2.102e-02 1.110e-02 1.253e-03 9.701e-02 2.541e-02 +82 TP 29 1.451e-10 1.979e-11 7.094e-02 4.209e-02 4.299e-02 6.540e-04 5.308e-05 3.007e-02 5.804e-05 3.742e-03 2.779e-03 5.030e-03 2.887e-03 1.844e-09 6.111e-10 1.978e-09 1.208e-04 2.101e-02 4.674e-03 6.571e-03 6.675e-03 7.508e-02 1.230e-07 1.178e-02 2.708e-03 6.100e-06 1.270e-02 2.966e-02 2.366e-01 9.389e-03 6.423e-02 1.245e-10 6.044e-04 9.234e-02 2.095e-11 9.240e-10 1.695e-03 1.726e-01 1.613e-05 7.547e-03 4.267e-02 +82 TP 30 6.733e-10 4.064e-11 1.667e-02 4.463e-09 4.253e-09 1.656e-04 4.116e-11 1.805e-02 5.190e-05 2.248e-10 2.676e-04 6.981e-04 1.562e-04 3.654e-10 4.462e-04 5.812e-08 3.868e-05 2.942e-03 4.601e-04 5.053e-02 7.721e-04 1.232e-02 1.491e-08 3.400e-03 8.168e-04 1.514e-03 2.900e-03 4.190e-03 1.700e-01 2.608e-01 1.121e-02 2.853e-10 8.344e-05 3.595e-01 4.179e-11 1.925e-09 1.675e-04 4.904e-02 1.030e-03 1.682e-03 3.009e-02 +82 TP 31 1.985e-10 2.801e-11 1.833e-01 6.109e-03 2.668e-02 5.595e-11 3.136e-11 7.368e-03 2.760e-11 1.117e-02 2.290e-03 6.337e-03 1.372e-03 1.042e-09 3.194e-09 5.420e-05 7.741e-11 9.489e-02 4.241e-03 2.468e-04 7.605e-03 8.133e-02 1.874e-02 9.781e-03 2.690e-03 3.079e-10 2.660e-02 9.697e-02 1.542e-02 2.082e-10 3.226e-01 1.565e-10 1.964e-10 4.615e-03 4.092e-11 1.601e-03 5.785e-05 8.426e-10 2.771e-04 1.241e-02 5.528e-02 +82 TP 32 1.911e-01 1.343e-08 6.484e-09 1.376e-09 1.141e-08 3.890e-06 8.937e-10 2.008e-08 6.306e-10 2.261e-09 3.168e-04 1.335e-08 1.019e-08 1.504e-08 2.709e-02 2.635e-09 3.400e-09 1.111e-01 6.589e-03 1.396e-09 4.442e-06 1.384e-08 1.966e-07 1.263e-02 8.022e-05 3.529e-09 9.729e-08 4.741e-09 2.381e-09 3.423e-09 1.097e-08 5.850e-01 6.875e-09 1.983e-09 4.975e-09 6.313e-02 4.264e-09 1.795e-08 2.982e-03 2.421e-09 2.458e-09 +82 TP 33 8.375e-11 2.003e-03 1.369e-10 4.271e-05 1.755e-04 1.200e-01 1.289e-03 1.529e-10 4.134e-11 2.048e-02 2.172e-10 1.401e-10 6.416e-02 1.582e-02 8.541e-06 1.861e-10 3.775e-02 9.024e-04 2.858e-02 4.588e-11 1.357e-02 3.456e-03 7.521e-03 1.125e-10 3.451e-02 4.063e-10 2.807e-10 2.699e-10 1.152e-10 6.263e-11 1.472e-10 3.427e-03 4.859e-01 1.377e-10 1.420e-02 9.300e-05 1.402e-01 1.001e-10 9.011e-09 4.762e-03 1.197e-03 +82 TP 34 3.143e-11 1.415e-11 2.528e-02 8.761e-02 2.372e-02 1.149e-04 1.536e-11 2.367e-02 5.100e-05 4.503e-04 6.459e-04 1.683e-03 7.966e-04 7.964e-10 5.978e-05 7.646e-06 3.654e-05 6.835e-03 1.348e-03 1.539e-02 1.687e-03 2.748e-02 3.212e-06 4.313e-03 9.771e-04 5.316e-05 3.556e-03 1.053e-02 2.254e-01 2.677e-02 2.112e-02 6.179e-11 2.860e-04 3.640e-01 2.701e-05 5.289e-04 5.317e-04 7.755e-02 1.619e-03 1.582e-03 4.435e-02 +82 TP 35 6.986e-11 7.141e-02 2.125e-10 6.744e-11 6.889e-11 4.748e-02 5.939e-04 1.157e-10 6.737e-11 2.845e-03 9.548e-11 8.618e-11 7.170e-03 1.360e-03 2.929e-10 1.021e-10 1.446e-01 1.073e-10 4.493e-03 6.738e-11 3.794e-03 5.145e-04 1.402e-03 9.128e-11 6.855e-03 1.097e-10 2.019e-10 1.042e-10 1.006e-10 6.737e-11 9.800e-11 1.832e-03 2.268e-02 6.833e-11 6.700e-01 9.332e-11 1.215e-02 9.560e-11 1.869e-04 4.890e-04 1.432e-04 +82 TP 36 6.998e-02 3.261e-10 1.395e-01 1.923e-07 7.233e-03 2.255e-09 3.585e-04 3.179e-02 2.246e-10 2.054e-09 7.835e-04 2.226e-09 1.064e-09 4.251e-09 2.540e-09 1.387e-07 1.047e-08 4.265e-06 2.157e-03 5.142e-10 1.841e-09 3.771e-07 4.124e-09 4.066e-01 3.531e-09 4.256e-02 9.213e-07 7.063e-09 2.527e-02 7.939e-10 8.101e-09 4.668e-09 7.051e-09 8.006e-09 8.366e-10 2.603e-01 2.391e-09 3.489e-03 5.433e-09 4.657e-04 9.476e-03 +82 TP 37 6.612e-04 1.140e-03 1.664e-10 4.811e-11 6.936e-04 4.909e-02 1.387e-03 1.873e-10 3.929e-11 3.211e-02 3.725e-10 3.962e-10 1.465e-01 1.923e-02 3.457e-04 1.199e-10 2.094e-02 2.768e-03 4.346e-02 4.035e-11 2.442e-02 4.784e-03 1.228e-02 1.005e-04 6.599e-02 5.593e-04 4.454e-10 5.357e-10 1.303e-10 4.150e-11 3.066e-10 3.345e-03 1.198e-01 7.410e-11 7.149e-03 1.061e-04 4.361e-01 1.228e-10 4.270e-10 5.063e-03 1.932e-03 +82 TP 38 2.258e-10 4.067e-11 2.018e-01 1.077e-02 1.870e-02 2.449e-03 4.621e-10 4.030e-05 5.423e-11 1.601e-02 1.172e-02 1.472e-02 1.245e-02 2.051e-09 8.928e-10 1.631e-08 2.801e-04 5.574e-02 1.786e-02 8.042e-04 1.991e-02 5.149e-02 6.148e-06 2.344e-02 1.229e-02 3.789e-02 3.321e-02 9.765e-02 5.111e-02 1.473e-03 1.659e-01 2.749e-10 3.021e-03 2.677e-02 8.026e-10 4.015e-03 7.533e-03 5.778e-02 1.180e-09 1.886e-02 2.433e-02 +82 TP 39 1.148e-09 5.618e-10 4.521e-02 5.052e-03 1.800e-02 1.977e-04 3.523e-04 1.670e-01 1.976e-10 3.932e-09 5.923e-10 9.215e-10 1.239e-09 5.393e-09 5.500e-03 5.883e-02 1.562e-09 2.741e-03 2.995e-03 5.165e-09 1.072e-08 2.827e-02 5.013e-09 2.774e-02 9.946e-10 2.877e-01 1.513e-08 5.466e-09 8.092e-09 2.044e-09 1.745e-05 1.188e-07 1.217e-04 4.883e-09 3.256e-10 5.038e-02 7.568e-04 4.811e-03 2.928e-01 7.814e-10 1.563e-03 +82 TP 40 3.167e-10 7.375e-05 2.169e-02 3.475e-04 2.257e-03 6.745e-03 2.311e-04 1.961e-09 6.570e-11 1.536e-01 3.043e-02 1.100e-01 2.858e-02 2.691e-02 2.775e-09 8.198e-10 4.084e-03 1.185e-02 3.779e-02 9.530e-11 8.623e-02 1.932e-02 1.060e-02 6.566e-10 3.118e-02 5.365e-05 4.264e-08 1.214e-02 5.448e-04 1.633e-09 2.690e-02 4.012e-10 1.134e-02 4.461e-10 7.592e-04 1.045e-03 1.734e-02 1.038e-09 3.616e-03 3.314e-01 1.299e-02 +82 TP 41 1.583e-10 2.144e-11 1.614e-08 8.002e-02 2.931e-01 2.646e-10 3.090e-11 2.766e-02 1.149e-10 4.024e-10 1.897e-10 8.756e-06 1.594e-04 3.874e-09 1.428e-03 2.712e-01 5.574e-11 4.317e-10 1.929e-10 4.981e-03 1.672e-10 4.966e-02 2.431e-03 2.095e-09 1.160e-10 3.270e-10 2.393e-10 3.222e-10 7.309e-03 3.922e-10 4.084e-04 4.192e-10 1.121e-04 5.645e-08 2.171e-11 1.637e-10 1.513e-10 2.211e-02 3.780e-03 1.375e-10 2.356e-01 +83 IP 1 3.831e-09 +83 IP 2 3.831e-09 +83 IP 3 3.831e-09 +83 IP 4 8.181e-09 +83 IP 5 3.831e-09 +83 IP 6 3.847e-09 +83 IP 7 3.831e-09 +83 IP 8 3.832e-09 +83 IP 9 2.198e-03 +83 IP 10 3.832e-09 +83 IP 11 2.365e-02 +83 IP 12 3.831e-09 +83 IP 13 3.911e-09 +83 IP 14 4.568e-01 +83 IP 15 1.215e-01 +83 IP 16 5.176e-09 +83 IP 17 3.842e-09 +83 IP 18 3.069e-03 +83 IP 19 1.104e-03 +83 IP 20 3.833e-09 +83 IP 21 3.832e-09 +83 IP 22 1.434e-08 +83 IP 23 3.832e-09 +83 IP 24 3.832e-09 +83 IP 25 3.832e-09 +83 IP 26 3.831e-09 +83 IP 27 3.831e-09 +83 IP 28 3.835e-09 +83 IP 29 3.860e-09 +83 IP 30 1.103e-02 +83 IP 31 3.831e-09 +83 IP 32 3.869e-09 +83 IP 33 1.947e-08 +83 IP 34 3.831e-09 +83 IP 35 4.449e-09 +83 IP 36 3.935e-02 +83 IP 37 3.831e-09 +83 IP 38 3.327e-01 +83 IP 39 3.860e-09 +83 IP 40 8.623e-03 +83 IP 41 3.831e-09 +83 IP 42 3.831e-09 +83 EP 1 6.960e-11 6.960e-11 6.963e-11 7.766e-11 2.039e-10 5.055e-10 6.836e-09 3.837e-08 1.422e-09 7.439e-02 9.221e-01 2.023e-08 1.885e-09 2.055e-03 3.873e-09 4.338e-04 2.263e-07 4.953e-04 3.220e-10 4.867e-04 1.827e-10 1.539e-10 3.861e-10 4.792e-10 6.049e-05 2.040e-10 8.815e-10 7.429e-11 1.444e-10 1.242e-10 7.574e-11 7.742e-11 8.871e-11 6.975e-11 7.097e-11 7.096e-11 6.998e-11 6.963e-11 6.960e-11 6.963e-11 7.110e-11 6.976e-11 6.966e-11 6.961e-11 7.047e-11 6.960e-11 6.963e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.961e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 6.960e-11 1.496e-10 +83 EP 2 5.318e-11 5.318e-11 5.318e-11 5.321e-11 5.339e-11 5.553e-05 5.508e-11 5.472e-11 8.441e-11 1.944e-09 1.196e-10 8.439e-11 1.681e-10 4.558e-07 2.414e-10 1.394e-10 3.246e-10 1.767e-04 6.814e-05 2.103e-10 2.965e-10 1.422e-10 1.841e-10 1.588e-10 5.266e-10 1.947e-10 7.235e-10 1.291e-01 2.984e-01 3.270e-01 1.891e-01 5.093e-02 9.666e-10 2.977e-10 7.562e-10 1.044e-03 4.737e-04 1.034e-03 7.902e-04 4.014e-04 3.216e-05 6.130e-10 3.241e-04 1.745e-04 2.286e-04 1.819e-09 1.116e-04 4.797e-05 2.859e-05 5.652e-11 8.909e-11 9.890e-05 8.581e-11 3.969e-10 5.333e-11 5.658e-11 5.500e-11 2.046e-10 5.749e-11 5.319e-11 6.835e-11 6.212e-11 5.715e-11 5.318e-11 6.695e-11 5.318e-11 5.318e-11 5.334e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 5.318e-11 3.200e-04 +83 EP 3 5.212e-11 5.212e-11 5.212e-11 5.222e-11 5.266e-11 7.429e-11 5.768e-11 5.616e-11 9.589e-11 3.577e-05 1.660e-10 9.760e-05 2.256e-10 4.745e-10 8.471e-04 2.392e-10 3.409e-04 7.747e-04 6.617e-04 1.617e-10 2.668e-10 1.618e-10 3.507e-10 2.189e-10 1.497e-02 2.902e-01 3.963e-01 2.433e-01 4.813e-02 6.524e-10 3.268e-10 2.350e-09 1.834e-03 4.419e-10 7.255e-04 1.022e-08 7.364e-04 7.196e-05 3.579e-09 6.001e-05 1.741e-10 8.777e-11 2.590e-06 2.869e-10 7.990e-11 1.088e-04 9.440e-10 7.265e-11 8.176e-11 5.256e-11 3.421e-10 1.338e-10 7.618e-11 5.672e-11 5.215e-11 5.264e-11 5.338e-11 8.424e-11 5.265e-11 5.212e-11 5.369e-11 5.336e-11 5.282e-11 5.212e-11 6.145e-11 5.212e-11 5.212e-11 5.216e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 5.212e-11 7.784e-04 +83 EP 4 1.328e-10 1.328e-10 1.328e-10 1.367e-10 2.940e-10 3.611e-10 2.111e-09 3.197e-02 9.293e-01 3.418e-02 8.717e-09 2.167e-03 6.256e-04 6.484e-10 4.388e-04 7.905e-04 1.972e-04 9.912e-05 1.745e-10 8.182e-10 4.855e-10 2.433e-10 6.126e-05 1.861e-10 1.551e-10 1.394e-10 1.392e-10 1.498e-10 2.122e-10 1.361e-10 1.341e-10 1.359e-10 1.488e-10 1.332e-10 1.382e-10 1.429e-10 1.333e-10 1.330e-10 1.328e-10 1.338e-10 1.344e-10 1.328e-10 1.330e-10 1.329e-10 1.335e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.328e-10 1.875e-04 +83 EP 5 1.151e-10 1.151e-10 1.151e-10 1.152e-10 1.154e-10 1.195e-10 1.242e-10 2.841e-10 7.252e-08 2.487e-10 6.485e-10 5.071e-10 2.074e-09 2.820e-04 7.013e-04 5.413e-10 1.125e-09 2.329e-01 4.025e-01 2.250e-01 9.336e-02 3.118e-02 3.245e-09 8.026e-03 2.366e-04 6.845e-04 7.230e-04 3.360e-04 1.137e-08 1.367e-04 2.565e-09 5.605e-04 1.078e-04 1.882e-10 1.892e-10 4.720e-04 2.073e-10 4.756e-10 5.235e-05 1.921e-04 1.441e-10 1.715e-10 3.146e-10 3.064e-10 1.153e-10 1.673e-10 1.160e-10 1.152e-10 1.151e-10 1.151e-10 1.180e-10 1.151e-10 1.164e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.152e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.163e-10 1.151e-10 1.152e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 1.151e-10 2.496e-03 +83 EP 6 5.079e-11 5.079e-11 5.079e-11 7.051e-11 5.399e-11 2.477e-10 7.800e-11 3.488e-05 1.229e-03 1.192e-03 4.656e-10 4.588e-07 9.435e-10 3.198e-03 1.970e-09 1.424e-01 6.520e-01 1.910e-01 6.271e-10 9.508e-04 6.656e-03 9.452e-04 2.010e-04 3.254e-09 1.484e-09 5.311e-10 1.565e-10 3.280e-10 1.191e-04 1.283e-10 1.100e-10 9.389e-05 8.161e-11 6.099e-11 9.080e-11 6.594e-11 1.212e-10 9.453e-11 7.981e-11 1.029e-10 6.374e-11 5.583e-11 5.806e-11 5.320e-11 6.068e-11 5.147e-11 5.642e-11 5.083e-11 5.461e-11 5.079e-11 5.094e-11 5.082e-11 5.088e-11 5.080e-11 5.079e-11 1.649e-10 5.079e-11 5.081e-11 5.079e-11 5.079e-11 5.079e-11 5.080e-11 5.080e-11 5.079e-11 5.155e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 5.079e-11 1.953e-09 +83 EP 7 4.902e-11 4.902e-11 4.904e-11 8.317e-11 6.059e-11 2.746e-10 2.547e-09 1.362e-09 9.201e-10 3.492e-06 9.170e-01 6.993e-02 1.110e-08 3.100e-03 3.262e-03 4.485e-03 2.669e-04 2.838e-05 9.071e-04 2.118e-07 1.046e-03 7.262e-10 3.974e-10 3.054e-10 1.537e-10 3.038e-10 6.647e-11 6.765e-11 1.591e-10 6.549e-11 6.321e-11 1.031e-10 7.066e-11 5.471e-11 9.454e-11 7.200e-11 6.170e-11 4.960e-11 4.905e-11 4.927e-11 1.885e-10 5.915e-11 1.600e-10 4.963e-11 6.804e-11 4.902e-11 4.906e-11 4.902e-11 4.907e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 4.902e-11 2.084e-08 +83 EP 8 8.307e-11 8.307e-11 8.307e-11 8.624e-11 9.276e-11 2.012e-10 1.759e-10 3.490e-05 7.491e-05 8.484e-04 2.685e-09 6.303e-06 7.208e-09 6.341e-01 3.399e-01 1.075e-08 2.701e-09 6.818e-03 8.036e-03 1.316e-03 2.057e-03 3.168e-03 2.373e-04 6.065e-04 1.140e-09 2.010e-04 6.244e-10 4.122e-10 3.654e-04 5.237e-05 4.535e-10 1.837e-10 1.366e-10 1.107e-10 1.212e-10 1.610e-10 2.672e-04 9.107e-11 8.375e-11 1.658e-10 2.967e-10 1.070e-10 1.239e-10 1.544e-10 9.801e-11 8.308e-11 8.745e-11 8.308e-11 8.322e-11 8.307e-11 8.372e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.315e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.317e-11 8.307e-11 8.309e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 8.307e-11 1.839e-03 +83 EP 9 2.055e-11 2.055e-11 2.094e-11 2.923e-11 4.622e-11 3.617e-03 9.614e-02 8.993e-01 1.306e-05 6.395e-05 1.314e-08 3.594e-04 4.521e-04 3.458e-09 1.322e-10 1.556e-10 2.397e-05 3.959e-11 2.159e-10 3.267e-11 4.113e-11 3.450e-11 2.399e-11 2.359e-11 2.822e-11 2.145e-11 2.098e-11 2.111e-11 2.135e-11 2.067e-11 2.057e-11 2.266e-11 2.070e-11 2.056e-11 2.069e-11 2.062e-11 2.058e-11 2.056e-11 2.056e-11 2.056e-11 2.064e-11 2.063e-11 2.056e-11 2.056e-11 2.174e-11 2.055e-11 2.056e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.055e-11 2.863e-11 +83 EP 10 9.166e-11 9.166e-11 9.167e-11 1.386e-10 9.350e-11 1.506e-10 4.026e-10 1.582e-03 2.035e-09 1.629e-09 3.397e-09 5.337e-01 3.901e-01 3.768e-02 1.320e-02 1.147e-08 5.824e-03 7.359e-03 2.191e-03 5.404e-09 2.646e-03 8.852e-04 1.249e-03 6.344e-10 1.293e-03 5.720e-04 2.231e-10 4.974e-10 2.046e-04 1.552e-10 1.591e-10 1.028e-09 1.844e-10 1.323e-10 1.088e-09 1.244e-04 2.736e-10 1.030e-10 9.176e-11 9.464e-11 8.700e-05 1.493e-10 7.209e-05 9.788e-11 1.291e-10 9.166e-11 9.302e-11 9.166e-11 9.166e-11 9.166e-11 9.167e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.167e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 9.166e-11 1.231e-03 +83 EP 11 1.359e-11 1.359e-11 1.502e-11 2.760e-11 5.512e-11 4.443e-02 9.160e-01 3.810e-02 6.956e-10 6.346e-04 5.123e-04 2.731e-04 2.032e-10 2.515e-05 1.647e-10 4.573e-11 1.911e-10 1.788e-11 3.424e-11 1.680e-11 4.142e-11 1.523e-11 1.493e-11 1.398e-11 1.683e-11 1.405e-11 1.479e-11 1.367e-11 1.370e-11 1.874e-11 1.361e-11 1.373e-11 1.360e-11 1.360e-11 1.359e-11 1.360e-11 1.360e-11 1.359e-11 1.359e-11 1.359e-11 1.360e-11 1.359e-11 1.359e-11 1.359e-11 1.365e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 1.359e-11 2.020e-11 +83 EP 12 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.206e-11 7.327e-11 7.221e-11 7.226e-11 7.525e-11 2.155e-10 7.944e-11 9.433e-11 8.187e-11 1.660e-10 1.092e-10 9.611e-11 8.599e-11 1.003e-10 9.785e-11 5.243e-05 2.720e-10 1.076e-10 1.211e-10 2.170e-09 2.975e-04 1.634e-10 4.415e-04 1.593e-04 2.573e-10 6.759e-10 2.213e-10 2.495e-10 1.676e-09 7.928e-02 1.944e-01 2.449e-01 2.276e-01 1.468e-01 6.893e-02 2.740e-02 6.664e-03 1.618e-03 7.594e-10 2.740e-10 1.859e-04 4.605e-10 3.787e-10 5.866e-09 1.226e-10 1.812e-10 1.062e-04 1.151e-10 3.970e-05 2.892e-10 1.033e-10 1.276e-04 2.267e-10 9.411e-11 7.970e-11 7.437e-11 2.015e-10 3.509e-10 1.021e-10 7.339e-11 5.532e-06 7.205e-11 7.205e-11 5.453e-10 7.342e-11 7.337e-11 7.205e-11 7.337e-11 7.205e-11 7.205e-11 7.342e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 7.205e-11 9.219e-04 +83 EP 13 2.227e-10 2.227e-10 2.227e-10 4.277e-10 3.406e-04 2.382e-09 3.389e-08 5.639e-03 2.895e-09 2.194e-09 5.490e-01 4.405e-01 9.398e-09 1.673e-08 7.201e-09 3.155e-09 1.295e-08 2.524e-09 2.388e-04 1.148e-03 6.777e-04 5.323e-09 1.507e-03 1.172e-09 7.316e-10 1.055e-09 2.773e-09 6.199e-10 3.824e-10 4.532e-10 4.898e-10 8.975e-04 2.669e-10 3.066e-10 2.729e-10 6.373e-10 1.741e-09 2.356e-10 2.360e-10 2.337e-10 2.234e-10 2.232e-10 3.173e-10 2.234e-10 2.229e-10 2.228e-10 2.342e-10 2.227e-10 2.228e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.243e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 2.227e-10 7.831e-08 +83 EP 14 3.196e-11 3.371e-11 2.957e-10 9.988e-01 2.835e-07 1.008e-03 7.644e-05 4.181e-05 6.565e-05 6.893e-11 4.354e-11 3.567e-11 3.709e-11 3.322e-11 4.529e-11 3.257e-11 3.256e-11 3.200e-11 3.208e-11 3.198e-11 3.205e-11 3.196e-11 3.196e-11 3.197e-11 3.197e-11 3.196e-11 3.197e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.196e-11 3.200e-11 +83 EP 15 1.181e-11 1.186e-11 2.629e-11 1.059e-10 9.661e-01 3.049e-02 3.103e-03 4.638e-06 1.732e-04 9.691e-05 3.313e-11 2.794e-11 4.439e-11 1.745e-11 1.811e-05 1.498e-11 1.457e-11 1.210e-11 1.258e-11 1.195e-11 1.245e-11 1.188e-11 1.185e-11 1.183e-11 1.195e-11 1.182e-11 1.184e-11 1.181e-11 1.181e-11 1.185e-11 1.181e-11 1.182e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.182e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.181e-11 1.217e-11 +83 EP 16 2.760e-11 2.760e-11 2.788e-11 3.976e-11 6.476e-11 8.233e-10 9.966e-01 3.748e-04 9.043e-10 2.350e-03 2.781e-09 6.784e-10 4.900e-04 7.591e-05 9.373e-05 3.070e-05 5.854e-11 7.959e-11 7.194e-09 4.476e-11 3.696e-11 4.070e-11 3.666e-11 2.903e-11 8.666e-11 3.232e-11 2.910e-11 2.889e-11 2.844e-11 2.763e-11 2.761e-11 4.151e-11 2.762e-11 2.760e-11 2.767e-11 2.761e-11 2.770e-11 2.760e-11 2.760e-11 2.760e-11 2.766e-11 3.295e-11 2.760e-11 2.760e-11 4.867e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 2.760e-11 3.231e-11 +83 EP 17 5.208e-11 5.208e-11 5.208e-11 7.302e-11 6.048e-11 1.192e-10 2.292e-10 1.780e-04 9.122e-05 3.786e-04 4.761e-10 8.413e-10 8.235e-03 3.475e-02 5.448e-01 4.036e-01 3.074e-03 6.612e-10 1.950e-03 8.057e-04 1.251e-03 3.107e-04 4.674e-04 5.819e-10 1.543e-10 3.600e-10 4.735e-10 1.119e-10 8.540e-11 6.793e-11 8.678e-11 8.871e-11 2.365e-05 5.362e-11 3.291e-05 6.201e-11 8.103e-11 5.262e-11 5.271e-11 6.614e-11 1.660e-10 5.330e-11 5.355e-11 5.323e-11 5.562e-11 5.210e-11 5.559e-11 5.208e-11 5.221e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 8.156e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.211e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 5.208e-11 4.822e-05 +83 EP 18 1.748e-10 1.748e-10 1.748e-10 1.489e-04 2.712e-10 1.799e-03 8.702e-10 1.897e-09 6.955e-01 3.019e-01 1.028e-08 1.211e-08 5.464e-04 1.405e-08 2.278e-08 2.115e-09 2.924e-09 1.377e-09 1.104e-09 5.188e-10 9.706e-05 6.085e-10 3.238e-10 2.681e-10 2.580e-10 2.824e-10 2.097e-10 1.184e-09 2.355e-10 3.353e-10 2.169e-10 8.041e-05 2.323e-10 2.178e-10 1.960e-10 2.021e-10 1.799e-10 1.859e-10 1.840e-10 1.762e-10 1.832e-10 1.751e-10 1.776e-10 1.749e-10 1.770e-10 1.748e-10 1.797e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.756e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.748e-10 1.954e-09 +83 EP 19 1.315e-10 1.315e-10 1.316e-10 1.578e-10 1.708e-10 2.348e-09 1.679e-09 3.241e-02 9.635e-01 1.586e-08 5.307e-09 1.054e-03 2.535e-03 8.358e-10 6.841e-10 5.943e-10 8.019e-10 9.521e-10 2.422e-10 3.633e-04 6.374e-10 4.406e-10 2.487e-10 3.478e-10 1.806e-10 1.380e-10 1.381e-10 1.497e-10 1.642e-10 1.381e-10 1.329e-10 1.606e-10 1.496e-10 1.318e-10 1.354e-10 1.346e-10 1.326e-10 1.315e-10 1.315e-10 1.316e-10 1.323e-10 1.328e-10 1.320e-10 1.315e-10 1.429e-10 1.315e-10 1.317e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.315e-10 1.295e-04 +83 EP 20 4.322e-11 4.322e-11 4.322e-11 4.633e-11 4.599e-11 3.474e-05 7.186e-11 4.015e-04 2.937e-09 1.567e-03 1.717e-03 1.561e-03 2.616e-03 1.777e-03 6.824e-03 5.705e-10 1.284e-09 4.120e-01 4.687e-01 1.001e-01 7.395e-10 1.731e-03 5.859e-10 2.577e-04 1.591e-09 3.506e-10 3.852e-10 1.970e-10 6.193e-10 3.569e-10 1.200e-10 8.425e-11 1.928e-10 5.787e-11 1.406e-10 5.908e-11 7.502e-11 2.056e-10 4.829e-11 8.747e-11 1.204e-10 4.466e-11 5.541e-11 4.402e-11 4.850e-11 4.334e-11 5.077e-11 4.322e-11 1.104e-10 4.322e-11 4.323e-11 4.322e-11 4.331e-11 4.322e-11 4.322e-11 4.868e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.332e-11 4.322e-11 7.184e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 4.322e-11 7.212e-04 +83 EP 21 7.572e-11 7.572e-11 7.572e-11 1.553e-10 8.993e-11 1.526e-06 6.872e-10 2.844e-04 1.516e-08 1.543e-03 1.692e-08 7.632e-10 3.875e-09 2.990e-04 2.838e-01 4.298e-01 2.124e-01 3.637e-02 1.467e-02 1.400e-02 4.189e-03 3.273e-09 2.571e-09 1.255e-03 8.682e-10 1.894e-04 2.720e-10 8.412e-05 2.582e-08 1.716e-10 1.490e-10 1.320e-10 2.741e-10 9.298e-11 5.649e-05 1.174e-10 2.885e-10 1.555e-10 8.190e-11 8.806e-11 2.900e-10 7.784e-11 5.852e-05 7.804e-11 8.182e-11 7.573e-11 7.543e-05 7.576e-11 7.577e-11 7.572e-11 7.580e-11 7.572e-11 7.574e-11 7.572e-11 7.572e-11 7.619e-11 7.572e-11 7.573e-11 7.572e-11 7.572e-11 7.572e-11 7.575e-11 7.572e-11 7.572e-11 7.581e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 7.572e-11 9.057e-04 +83 EP 22 1.863e-11 1.863e-11 1.870e-11 4.196e-11 3.258e-11 5.573e-03 1.293e-02 1.046e-01 6.816e-01 1.523e-01 3.933e-02 2.827e-03 1.102e-07 7.903e-04 4.253e-07 1.713e-10 9.094e-10 1.507e-10 7.088e-11 8.426e-11 6.251e-11 5.303e-11 4.159e-11 3.053e-11 4.180e-11 3.124e-11 2.042e-11 2.019e-11 2.244e-11 2.188e-11 1.885e-11 2.073e-11 1.921e-11 1.864e-11 1.924e-11 1.872e-11 1.864e-11 1.863e-11 1.863e-11 1.863e-11 1.947e-11 1.864e-11 1.863e-11 1.863e-11 1.909e-11 1.863e-11 1.864e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 1.863e-11 7.165e-05 +83 EP 23 6.207e-11 6.207e-11 6.207e-11 8.630e-11 6.956e-11 1.292e-10 1.940e-10 1.955e-04 9.598e-04 1.534e-09 9.584e-10 2.118e-03 9.377e-01 5.149e-02 1.062e-08 4.485e-03 5.576e-04 3.006e-05 1.449e-09 1.839e-03 8.764e-10 4.327e-04 9.509e-05 9.134e-10 1.862e-10 1.891e-10 2.476e-05 2.640e-09 2.434e-10 3.104e-05 1.236e-05 8.859e-11 7.606e-11 7.082e-11 3.380e-10 6.990e-11 9.184e-11 6.372e-11 6.217e-11 6.487e-11 7.760e-11 6.530e-11 6.688e-11 6.502e-11 6.811e-11 6.208e-11 6.352e-11 6.207e-11 6.208e-11 6.207e-11 6.208e-11 6.208e-11 6.208e-11 6.207e-11 6.207e-11 6.210e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 6.207e-11 5.984e-10 +83 EP 24 1.098e-10 1.098e-10 1.098e-10 1.138e-10 1.207e-10 2.128e-10 8.682e-10 1.282e-04 1.566e-09 1.784e-08 6.345e-03 9.879e-01 1.225e-03 1.800e-03 2.211e-09 7.500e-04 6.828e-04 1.245e-09 6.472e-10 2.127e-09 5.686e-04 4.172e-10 3.170e-04 4.426e-10 1.678e-09 2.186e-10 2.697e-04 1.348e-10 3.852e-10 4.227e-10 1.382e-10 1.338e-10 1.529e-10 1.191e-10 1.243e-10 1.192e-10 1.186e-10 1.151e-10 1.106e-10 1.237e-10 1.142e-10 1.125e-10 1.158e-10 1.119e-10 1.194e-10 1.098e-10 1.137e-10 1.098e-10 1.102e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.100e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.103e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 1.098e-10 2.765e-10 +83 EP 25 8.683e-11 8.683e-11 8.683e-11 1.677e-10 1.471e-10 3.505e-04 9.113e-04 9.103e-06 2.093e-09 7.795e-10 8.429e-10 1.690e-06 5.828e-01 3.223e-01 8.080e-02 3.114e-09 3.920e-03 4.571e-03 4.125e-09 2.468e-03 3.841e-04 3.589e-04 5.183e-09 1.563e-09 1.118e-04 3.268e-10 4.763e-10 2.300e-10 1.077e-04 1.355e-10 1.260e-10 1.972e-10 1.386e-04 1.065e-10 3.637e-10 1.031e-10 1.045e-10 1.042e-10 8.870e-11 1.026e-10 9.200e-11 8.730e-11 9.444e-11 9.029e-11 8.797e-11 8.684e-11 9.282e-11 8.683e-11 8.684e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.729e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 7.883e-04 +83 EP 26 4.562e-11 4.562e-11 4.562e-11 4.607e-11 5.117e-11 7.952e-11 5.315e-11 5.952e-11 2.115e-10 4.299e-04 3.843e-10 1.995e-09 4.560e-10 7.876e-04 1.597e-03 1.106e-03 5.069e-10 2.510e-03 3.583e-03 1.968e-10 4.179e-02 4.095e-01 4.493e-01 8.337e-02 4.691e-10 9.366e-10 1.392e-03 1.953e-09 9.753e-04 1.486e-03 6.400e-10 2.290e-04 1.535e-09 1.953e-04 2.209e-10 1.414e-04 2.073e-10 4.734e-05 6.403e-11 2.015e-10 7.317e-11 5.344e-11 4.534e-10 6.230e-11 4.739e-11 6.134e-11 4.926e-11 4.668e-11 5.701e-11 4.565e-11 5.640e-11 4.672e-11 5.473e-11 4.588e-11 4.562e-11 4.617e-11 4.566e-11 4.639e-11 4.565e-11 4.562e-11 4.572e-11 4.575e-11 4.649e-11 4.562e-11 5.146e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 1.536e-03 +83 EP 27 3.165e-11 3.165e-11 3.169e-11 7.069e-11 4.961e-11 7.421e-10 5.680e-08 7.075e-10 7.293e-09 9.924e-01 4.364e-09 3.604e-03 1.418e-03 1.784e-03 1.390e-09 6.502e-10 2.368e-04 3.617e-04 1.281e-10 1.952e-04 1.123e-10 1.007e-09 3.685e-05 8.399e-11 5.117e-11 5.038e-11 3.586e-11 3.559e-11 7.535e-11 3.449e-11 3.417e-11 4.820e-11 3.545e-11 3.195e-11 4.094e-11 3.279e-11 3.401e-11 3.171e-11 3.168e-11 3.179e-11 5.220e-11 3.312e-11 4.245e-11 3.179e-11 3.577e-11 3.165e-11 3.166e-11 3.165e-11 3.166e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.166e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 3.165e-11 9.901e-06 +83 EP 28 4.608e-11 4.608e-11 4.612e-11 9.631e-11 9.433e-11 2.585e-09 4.180e-04 7.938e-10 2.249e-09 6.609e-01 3.270e-01 4.801e-03 3.230e-09 2.807e-03 2.673e-03 4.511e-04 1.399e-09 4.704e-10 7.504e-04 2.399e-10 1.535e-10 1.738e-04 6.259e-10 1.745e-05 9.542e-11 1.048e-09 7.895e-11 7.514e-11 6.077e-11 2.339e-10 5.481e-11 7.852e-11 5.079e-11 4.901e-11 4.669e-11 4.775e-11 4.734e-11 4.621e-11 4.619e-11 4.620e-11 4.626e-11 4.613e-11 4.631e-11 4.609e-11 4.637e-11 4.608e-11 4.632e-11 4.608e-11 4.609e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.612e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.609e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 4.608e-11 1.120e-09 +83 EP 29 7.365e-11 7.365e-11 7.365e-11 7.711e-11 7.820e-11 1.067e-10 1.395e-10 5.322e-04 6.187e-10 1.476e-05 7.161e-04 3.496e-07 1.039e-09 3.536e-09 1.631e-01 4.203e-01 2.849e-01 9.680e-02 9.188e-09 1.471e-02 4.742e-03 6.093e-03 2.508e-03 1.111e-03 8.675e-04 3.870e-04 2.944e-04 7.687e-04 2.286e-10 6.920e-05 2.189e-04 2.020e-10 2.065e-09 1.091e-10 1.730e-10 1.177e-10 4.432e-09 8.233e-11 8.575e-11 1.601e-04 9.756e-11 1.093e-10 1.452e-10 1.683e-10 9.086e-11 7.373e-11 7.486e-11 7.372e-11 7.367e-11 7.365e-11 7.417e-11 7.365e-11 7.366e-11 7.365e-11 7.365e-11 7.363e-05 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.450e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 7.365e-11 1.637e-03 +83 EP 30 1.297e-11 1.297e-11 1.640e-11 3.333e-11 1.588e-10 9.616e-01 2.990e-02 7.437e-03 4.986e-04 3.447e-04 9.390e-05 2.757e-05 6.968e-05 6.522e-11 8.495e-11 3.171e-11 3.411e-11 1.507e-11 1.980e-11 1.365e-11 1.484e-11 1.358e-11 1.323e-11 1.301e-11 1.397e-11 1.307e-11 1.301e-11 1.304e-11 1.301e-11 1.299e-11 1.297e-11 1.318e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.301e-11 1.297e-11 1.297e-11 1.316e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.297e-11 1.340e-11 +83 EP 31 5.105e-10 5.105e-10 5.105e-10 5.115e-10 5.119e-10 5.236e-10 5.362e-10 5.286e-10 5.475e-10 1.035e-03 6.661e-10 6.516e-04 1.512e-03 1.353e-09 8.588e-10 1.180e-09 1.188e-09 4.053e-03 3.868e-03 5.726e-03 5.262e-03 4.699e-03 7.981e-03 6.843e-03 7.846e-03 7.081e-03 7.380e-03 4.574e-03 7.716e-03 5.123e-03 6.551e-03 9.108e-03 5.751e-03 4.127e-03 1.844e-03 2.787e-03 2.757e-03 4.140e-03 1.910e-03 2.322e-03 1.137e-03 6.564e-10 2.008e-03 2.299e-03 7.350e-10 6.104e-04 6.028e-09 1.343e-07 2.137e-03 5.234e-10 1.247e-03 5.133e-10 5.200e-04 5.115e-10 5.114e-10 5.118e-10 5.119e-10 5.140e-10 5.119e-10 5.106e-10 5.132e-10 4.925e-04 5.113e-04 5.106e-10 5.318e-04 5.105e-10 5.105e-10 5.106e-10 5.129e-10 5.106e-10 5.105e-10 5.106e-10 5.105e-10 5.105e-10 5.106e-10 5.105e-10 5.105e-10 5.105e-10 5.105e-10 5.105e-10 5.105e-10 5.105e-04 1.021e-03 5.105e-10 5.105e-10 5.105e-10 5.105e-10 5.105e-10 5.105e-10 5.105e-10 8.643e-01 +83 EP 32 5.069e-11 5.069e-11 5.070e-11 1.508e-09 6.161e-11 1.079e-04 2.302e-04 1.919e-03 1.783e-03 2.346e-08 8.862e-10 1.114e-09 8.213e-02 7.436e-01 1.547e-01 1.525e-09 7.396e-03 4.763e-03 2.481e-03 7.295e-05 6.653e-10 1.276e-04 1.273e-09 5.483e-05 2.035e-10 1.399e-10 2.730e-04 1.344e-10 1.338e-09 2.482e-10 6.671e-11 1.045e-10 8.482e-11 5.457e-11 6.972e-05 6.059e-11 5.724e-11 5.399e-11 5.113e-11 5.334e-11 1.310e-10 5.111e-11 5.979e-11 5.095e-11 5.514e-11 5.069e-11 2.373e-10 5.069e-11 5.085e-11 5.069e-11 5.070e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.126e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.077e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 5.069e-11 3.009e-04 +83 EP 33 3.695e-11 3.695e-11 3.725e-11 4.171e-11 5.986e-11 3.074e-10 1.648e-09 7.491e-01 2.463e-01 2.071e-09 9.427e-10 9.094e-04 2.066e-03 4.639e-04 7.122e-04 1.316e-04 3.239e-06 1.916e-04 1.153e-04 1.341e-10 9.064e-11 1.280e-10 1.205e-10 5.607e-11 3.636e-10 5.811e-11 4.652e-11 4.944e-11 5.095e-11 3.741e-11 3.710e-11 1.183e-10 3.795e-11 3.718e-11 3.762e-11 3.749e-11 4.050e-11 3.695e-11 3.695e-11 3.696e-11 3.703e-11 8.201e-11 3.696e-11 3.695e-11 3.704e-10 3.695e-11 3.697e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 3.695e-11 8.527e-11 +83 EP 34 5.943e-11 5.943e-11 5.943e-11 5.944e-11 5.948e-11 7.168e-11 5.998e-11 6.000e-11 8.653e-11 1.583e-10 1.224e-04 9.441e-11 8.188e-11 1.137e-04 1.049e-10 9.339e-11 1.426e-10 5.087e-10 7.000e-05 1.596e-10 2.460e-04 1.405e-10 1.789e-10 1.798e-10 1.841e-04 3.087e-10 2.437e-09 2.473e-10 1.918e-10 4.637e-09 1.287e-01 2.554e-01 2.873e-01 2.148e-01 8.937e-02 1.797e-02 7.048e-10 5.157e-10 3.428e-04 1.612e-03 1.092e-03 9.346e-04 2.632e-04 3.365e-04 2.746e-10 2.227e-10 1.904e-10 1.414e-10 3.671e-05 9.252e-11 1.457e-10 2.311e-10 3.277e-09 8.778e-05 6.108e-11 1.949e-05 6.483e-11 5.774e-05 6.285e-11 5.950e-11 1.073e-10 7.314e-11 7.480e-11 5.947e-11 9.878e-11 5.943e-11 5.943e-11 6.185e-11 5.947e-11 5.947e-11 5.943e-11 5.947e-11 5.943e-11 5.943e-11 5.947e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 5.943e-11 1.015e-03 +83 EP 35 8.018e-11 8.018e-11 8.026e-11 7.406e-05 8.824e-11 7.101e-10 6.854e-10 1.262e-09 4.530e-01 4.020e-01 1.237e-01 5.578e-09 9.172e-03 1.544e-08 4.478e-03 1.756e-03 1.640e-03 6.061e-04 6.493e-10 1.429e-09 2.064e-09 9.449e-04 1.747e-04 1.300e-03 1.934e-09 2.188e-10 6.069e-10 2.157e-10 5.819e-05 8.680e-11 8.475e-11 8.284e-05 9.821e-11 8.352e-11 2.441e-10 2.694e-05 1.602e-10 8.103e-11 8.024e-11 8.097e-11 9.728e-11 7.971e-05 9.279e-11 8.050e-11 8.009e-05 8.024e-11 8.081e-11 8.019e-11 8.018e-11 8.018e-11 8.021e-11 8.018e-11 8.021e-11 8.018e-11 8.018e-11 8.023e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.018e-11 8.709e-04 +83 EP 36 3.211e-11 3.212e-11 3.375e-11 8.666e-11 3.579e-10 9.794e-01 1.875e-02 1.724e-03 6.679e-09 4.942e-10 5.062e-10 3.779e-10 9.008e-10 5.260e-11 8.221e-05 2.822e-05 1.750e-10 3.771e-11 4.046e-11 3.539e-11 7.905e-11 3.407e-11 3.382e-11 3.255e-11 3.650e-11 3.223e-11 3.490e-11 3.214e-11 3.213e-11 3.310e-11 3.212e-11 3.215e-11 3.212e-11 3.212e-11 3.211e-11 3.212e-11 3.212e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 3.211e-11 5.403e-11 +83 EP 37 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 9.000e-11 8.986e-11 8.986e-11 9.017e-11 1.305e-10 9.045e-11 9.672e-11 9.072e-11 9.380e-11 1.040e-10 1.027e-10 9.124e-11 9.326e-11 9.906e-11 9.590e-11 1.849e-04 9.345e-11 9.483e-11 8.362e-05 5.020e-10 3.142e-04 1.466e-10 3.708e-04 2.401e-05 5.006e-04 9.135e-04 8.198e-04 1.185e-03 3.061e-09 2.678e-10 1.020e-03 2.249e-02 9.690e-02 1.585e-01 1.708e-01 1.480e-01 1.136e-01 8.535e-02 5.674e-02 3.676e-02 2.765e-02 1.706e-02 1.286e-02 5.989e-03 6.289e-03 3.781e-03 2.888e-03 1.925e-03 1.574e-03 7.188e-04 7.099e-04 9.883e-04 5.416e-04 4.492e-04 4.492e-04 5.391e-04 3.626e-04 1.796e-04 2.695e-04 2.589e-04 8.985e-11 8.985e-11 1.797e-04 8.985e-05 8.985e-05 8.985e-11 8.985e-05 8.985e-11 8.985e-11 8.985e-05 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 8.985e-11 1.937e-02 +83 EP 38 3.138e-10 2.824e-03 9.582e-01 3.629e-02 2.471e-03 9.686e-10 2.134e-04 4.271e-10 4.539e-10 3.274e-10 3.199e-10 3.158e-10 3.148e-10 3.140e-10 3.162e-10 3.138e-10 3.139e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 3.138e-10 +83 EP 39 2.192e-11 2.192e-11 2.193e-11 3.961e-11 3.415e-11 4.438e-04 2.651e-03 3.407e-03 8.066e-10 4.237e-02 1.601e-01 5.418e-01 1.753e-01 4.487e-02 1.790e-02 6.669e-03 3.816e-03 4.206e-04 2.780e-04 3.370e-10 1.323e-10 1.503e-10 1.315e-10 7.023e-11 6.493e-11 5.128e-08 4.725e-11 3.753e-11 5.197e-11 5.953e-11 2.606e-11 3.153e-11 3.631e-11 2.229e-11 2.758e-11 2.345e-11 2.293e-11 2.203e-11 2.193e-11 2.200e-11 2.805e-11 2.203e-11 2.198e-11 2.192e-11 2.423e-11 2.192e-11 2.260e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.197e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 2.192e-11 7.376e-10 +83 EP 40 2.351e-11 2.351e-11 2.417e-11 5.600e-11 7.144e-11 2.555e-04 1.478e-09 6.009e-01 3.442e-01 4.412e-02 1.041e-02 1.735e-09 7.763e-10 5.575e-10 7.176e-10 1.544e-10 6.743e-08 6.073e-11 6.608e-11 3.826e-11 5.032e-11 5.079e-11 3.089e-11 2.837e-11 3.343e-11 2.677e-11 3.556e-11 2.600e-11 2.448e-11 1.125e-05 2.402e-11 2.726e-11 2.373e-11 2.366e-11 2.368e-11 2.395e-11 2.368e-11 2.352e-11 2.352e-11 2.352e-11 2.361e-11 2.357e-11 2.352e-11 2.351e-11 2.370e-11 2.351e-11 2.355e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.352e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.351e-11 2.225e-05 +83 EP 41 4.354e-11 4.354e-11 4.354e-11 4.420e-11 4.634e-11 1.315e-09 5.563e-11 8.532e-11 4.507e-10 6.661e-10 3.007e-04 9.770e-04 6.537e-04 5.962e-04 1.175e-03 2.249e-03 6.750e-10 3.047e-10 4.463e-02 4.046e-01 4.611e-01 8.063e-02 4.192e-10 2.472e-09 1.678e-03 4.763e-04 1.850e-09 4.700e-10 2.428e-09 1.207e-09 2.455e-10 1.957e-10 2.484e-10 2.315e-10 5.215e-05 1.048e-10 1.869e-10 4.674e-05 6.987e-11 1.022e-05 7.107e-11 6.065e-11 6.711e-11 5.166e-11 4.518e-11 5.502e-11 4.584e-11 4.381e-11 6.203e-11 4.355e-11 4.508e-11 4.386e-11 4.551e-11 4.361e-11 4.354e-11 4.440e-11 4.356e-11 4.380e-11 4.355e-11 4.354e-11 4.358e-11 4.357e-11 4.559e-11 4.354e-11 5.632e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 4.354e-11 8.062e-04 +83 EP 42 5.092e-11 5.092e-11 5.092e-11 5.114e-11 5.245e-11 6.365e-11 5.673e-11 5.814e-11 3.401e-10 6.151e-06 5.086e-05 7.063e-10 4.723e-04 9.730e-10 2.587e-04 4.351e-04 1.412e-04 3.662e-04 8.125e-04 1.651e-10 3.020e-10 2.254e-10 3.557e-02 3.937e-01 4.328e-01 1.330e-01 3.912e-09 3.673e-10 1.242e-09 2.459e-09 6.983e-10 1.105e-03 6.584e-09 2.193e-04 5.682e-10 8.149e-04 1.529e-04 7.514e-10 1.113e-10 9.171e-05 1.595e-10 7.482e-11 2.327e-10 1.071e-10 5.658e-11 1.044e-10 7.592e-11 5.704e-11 6.657e-11 5.103e-11 1.691e-10 5.635e-11 1.193e-10 5.183e-11 5.093e-11 5.130e-11 5.115e-11 5.511e-11 5.105e-11 5.092e-11 5.130e-11 5.122e-11 5.140e-11 5.092e-11 6.048e-11 5.092e-11 5.092e-11 5.094e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 5.092e-11 4.669e-05 +83 TP 1 3.062e-01 1.084e-04 9.339e-10 1.029e-09 9.845e-10 1.502e-03 4.763e-09 7.052e-03 1.144e-02 4.150e-09 4.114e-03 2.601e-10 1.098e-01 1.103e-04 1.076e-03 1.789e-02 1.087e-02 7.044e-10 7.172e-09 1.764e-09 6.452e-08 1.011e-01 1.926e-02 4.067e-02 3.773e-02 5.828e-10 5.814e-02 2.047e-02 1.809e-08 1.306e-02 4.191e-10 5.532e-03 3.503e-02 3.072e-06 1.774e-04 1.314e-09 3.367e-10 7.240e-11 1.987e-01 1.775e-09 1.422e-09 5.372e-10 +83 TP 2 1.035e-10 5.024e-01 1.405e-01 4.216e-10 2.295e-02 4.827e-03 3.328e-03 7.232e-03 1.511e-10 6.619e-03 1.350e-10 3.152e-02 6.987e-11 5.318e-11 5.359e-11 1.730e-04 3.393e-04 6.892e-11 8.722e-11 3.998e-10 1.925e-10 1.013e-10 2.840e-03 5.665e-10 1.130e-10 3.786e-02 7.331e-04 7.065e-11 1.213e-02 1.296e-10 1.369e-03 1.974e-10 1.761e-03 1.355e-01 5.607e-03 5.897e-11 8.538e-03 5.318e-11 1.473e-10 7.271e-11 1.768e-02 5.613e-02 +83 TP 3 1.321e-10 1.353e-01 4.544e-01 4.910e-04 3.362e-02 7.222e-03 4.990e-03 9.449e-03 8.645e-05 9.670e-03 9.806e-11 1.628e-02 9.388e-11 5.214e-11 5.339e-11 1.096e-03 1.471e-03 7.618e-11 1.402e-10 3.458e-09 2.224e-10 1.043e-10 2.905e-03 2.114e-10 1.225e-10 7.137e-02 2.018e-03 8.286e-11 1.950e-02 2.754e-04 1.391e-03 2.521e-10 3.555e-03 4.671e-02 6.411e-03 6.613e-11 4.212e-03 5.212e-11 1.622e-10 1.529e-10 3.098e-02 1.366e-01 +83 TP 4 5.590e-03 4.095e-10 7.910e-04 1.980e-01 2.381e-09 9.402e-10 1.568e-03 1.040e-09 1.025e-01 2.646e-08 3.602e-09 1.752e-10 4.162e-09 3.724e-10 7.928e-04 5.693e-08 3.876e-09 3.875e-09 5.205e-01 7.931e-10 8.775e-10 3.979e-08 1.830e-05 3.364e-03 1.015e-09 7.231e-04 5.334e-02 4.999e-09 2.046e-03 7.699e-03 2.972e-04 1.181e-09 1.006e-01 3.401e-04 1.951e-09 2.001e-09 1.486e-10 1.472e-10 3.515e-09 3.788e-09 3.901e-04 1.455e-03 +83 TP 5 1.278e-03 4.513e-10 9.320e-10 1.278e-09 7.428e-02 1.757e-01 2.187e-02 6.333e-02 1.624e-03 3.783e-02 2.861e-10 5.256e-10 1.112e-03 1.154e-10 1.594e-10 1.075e-03 2.063e-02 5.730e-04 2.104e-03 3.648e-01 1.164e-09 9.736e-10 2.010e-02 4.807e-04 1.421e-03 6.639e-10 1.043e-02 1.647e-09 1.551e-01 1.659e-03 4.299e-04 8.792e-03 8.672e-03 3.345e-10 1.829e-02 2.960e-10 1.525e-04 1.152e-10 7.917e-03 4.472e-04 1.574e-09 5.652e-10 +83 TP 6 1.596e-09 7.395e-03 1.136e-02 9.738e-10 7.159e-10 4.416e-01 1.953e-02 3.912e-02 6.795e-04 2.349e-02 2.423e-10 4.047e-04 3.030e-04 5.151e-11 2.934e-10 5.098e-03 2.311e-09 1.150e-09 1.607e-09 1.450e-01 3.144e-03 1.222e-09 1.272e-02 2.909e-03 1.168e-07 2.545e-02 5.049e-03 1.469e-09 1.383e-01 6.022e-10 1.087e-04 9.963e-03 1.253e-02 3.457e-03 2.350e-02 1.096e-10 2.575e-04 5.084e-11 1.249e-02 5.608e-10 4.188e-02 1.430e-02 +83 TP 7 2.320e-01 5.496e-04 4.736e-07 2.410e-09 9.790e-10 4.346e-10 1.640e-01 7.718e-10 2.224e-02 8.276e-03 3.086e-03 1.247e-10 1.259e-02 8.350e-11 2.479e-03 4.520e-02 5.224e-10 5.356e-10 2.298e-03 4.980e-10 4.405e-10 7.650e-02 9.398e-10 2.839e-02 8.118e-10 4.421e-10 2.346e-01 2.222e-09 1.617e-09 1.876e-02 2.343e-10 7.779e-10 5.360e-02 1.940e-10 9.436e-02 5.067e-10 6.766e-11 4.986e-05 4.280e-09 5.999e-06 7.520e-05 9.008e-04 +83 TP 8 6.114e-03 2.966e-04 4.521e-10 3.337e-04 2.172e-08 1.361e-09 6.840e-02 9.311e-02 1.811e-02 1.361e-01 9.030e-09 1.164e-05 1.424e-03 2.176e-04 1.017e-03 1.541e-02 3.732e-09 1.972e-03 1.353e-02 3.704e-09 1.315e-09 7.845e-03 1.454e-01 9.502e-03 1.036e-09 1.185e-09 3.306e-02 2.835e-03 6.003e-04 4.919e-03 3.247e-04 2.999e-01 2.992e-02 3.276e-10 5.564e-02 4.722e-07 1.474e-10 8.543e-11 4.890e-02 4.713e-03 7.773e-10 3.896e-04 +83 TP 9 3.417e-06 1.256e-04 3.856e-04 1.114e-02 3.202e-10 4.143e-04 3.620e-03 2.572e-09 3.221e-01 1.202e-08 7.602e-02 9.629e-05 2.734e-03 1.521e-03 2.261e-02 8.909e-02 8.785e-10 1.300e-02 2.034e-02 3.639e-10 1.977e-09 1.462e-04 3.712e-04 5.396e-04 5.821e-10 2.928e-10 6.687e-03 1.584e-04 2.290e-04 7.668e-02 5.595e-11 5.423e-10 1.935e-09 6.695e-05 5.317e-03 6.676e-03 2.074e-11 2.557e-05 2.468e-09 3.399e-01 1.372e-10 4.391e-10 +83 TP 10 1.900e-08 4.389e-09 1.223e-09 1.006e-02 1.702e-09 5.897e-10 2.872e-01 2.542e-03 2.079e-02 5.752e-02 2.282e-03 5.634e-10 3.453e-10 1.863e-04 2.534e-03 3.222e-02 9.554e-10 1.281e-03 2.340e-02 5.174e-10 7.548e-10 4.046e-03 9.355e-03 2.470e-01 4.724e-09 1.838e-09 1.059e-01 1.750e-09 4.342e-09 1.371e-02 5.329e-05 1.550e-09 8.091e-02 2.692e-09 9.300e-02 3.992e-09 3.210e-10 9.446e-11 5.792e-09 6.091e-03 1.223e-09 1.645e-09 +83 TP 11 5.149e-03 5.676e-05 3.868e-04 2.616e-03 2.007e-10 1.579e-03 6.918e-03 4.535e-04 8.719e-02 9.649e-10 3.693e-01 3.168e-05 1.695e-03 3.516e-03 4.548e-02 4.554e-08 3.229e-03 6.446e-04 1.286e-09 2.305e-03 2.647e-03 4.570e-02 2.887e-03 1.217e-03 3.815e-03 7.883e-04 1.707e-02 2.900e-02 8.244e-04 1.064e-01 3.858e-05 4.138e-03 1.481e-02 4.337e-05 2.923e-03 2.666e-02 1.371e-11 4.514e-05 2.696e-02 1.818e-01 1.210e-03 4.383e-04 +83 TP 12 1.420e-10 4.620e-02 2.343e-02 2.268e-10 7.238e-03 4.352e-04 7.138e-04 1.270e-03 2.927e-04 1.393e-03 1.341e-10 6.266e-01 7.765e-11 7.205e-11 7.209e-11 5.248e-05 2.671e-10 7.392e-11 9.818e-11 3.311e-10 2.267e-10 1.009e-10 1.237e-03 1.452e-09 1.209e-10 9.113e-03 6.228e-04 8.760e-11 4.682e-03 7.263e-11 3.852e-04 2.279e-10 1.187e-04 1.502e-01 9.940e-04 7.275e-11 1.073e-01 7.205e-11 1.346e-10 1.149e-10 3.550e-03 1.415e-02 +83 TP 13 6.279e-09 2.416e-02 3.784e-02 2.186e-08 6.182e-08 9.933e-02 5.099e-09 3.234e-06 1.711e-02 7.290e-09 4.701e-09 3.697e-03 2.717e-04 5.913e-10 1.176e-08 5.369e-09 6.995e-02 2.955e-09 1.177e-07 1.337e-01 1.530e-01 2.192e-08 3.954e-04 1.237e-07 5.825e-02 7.822e-02 1.924e-03 5.704e-04 4.068e-02 3.712e-09 3.779e-03 1.212e-01 2.843e-08 1.265e-02 1.395e-08 3.399e-09 6.249e-04 2.285e-10 1.558e-08 7.679e-07 1.028e-01 3.976e-02 +83 TP 14 3.137e-04 3.203e-11 3.259e-11 2.189e-10 3.371e-11 6.661e-05 3.299e-10 6.160e-11 9.631e-04 1.806e-04 1.905e-02 3.201e-11 3.677e-05 5.413e-01 3.261e-01 1.292e-05 5.721e-05 2.193e-10 1.685e-10 3.474e-11 4.562e-05 6.546e-04 5.586e-11 8.761e-06 1.461e-04 3.286e-11 2.197e-04 5.637e-04 1.304e-05 2.795e-02 3.209e-11 2.001e-10 1.358e-03 3.205e-11 1.728e-04 3.568e-02 3.201e-11 4.027e-02 3.209e-10 4.702e-03 6.345e-05 3.211e-11 +83 TP 15 3.342e-04 2.382e-05 1.268e-05 4.308e-04 9.048e-05 3.800e-05 5.637e-04 1.561e-04 9.833e-03 1.182e-10 7.228e-02 1.184e-11 2.916e-04 1.217e-01 5.229e-01 1.354e-03 1.443e-04 1.115e-10 5.572e-05 3.531e-05 7.587e-05 4.663e-03 1.141e-04 3.588e-04 3.949e-04 4.177e-05 1.561e-03 2.855e-03 5.615e-05 1.183e-01 1.252e-11 2.319e-04 2.470e-03 1.254e-11 2.045e-06 1.152e-01 1.182e-11 1.870e-03 1.748e-03 1.961e-02 7.596e-05 2.959e-05 +83 TP 16 3.424e-10 7.447e-05 6.187e-05 2.886e-04 1.391e-10 3.105e-10 2.172e-10 5.234e-10 3.571e-02 3.034e-10 2.904e-01 3.657e-10 2.689e-04 4.556e-03 7.961e-02 2.482e-01 2.277e-10 6.211e-10 2.982e-10 1.299e-10 2.308e-10 4.314e-10 1.107e-10 1.066e-09 1.504e-10 4.552e-11 5.395e-04 8.437e-10 6.977e-09 2.959e-01 4.739e-06 1.355e-10 1.753e-02 4.042e-11 1.556e-03 2.626e-09 2.821e-11 6.127e-11 3.062e-10 2.531e-02 4.826e-11 6.328e-11 +83 TP 17 7.268e-04 1.961e-03 6.083e-04 1.964e-09 1.303e-09 4.057e-09 2.747e-02 1.238e-01 1.273e-09 3.333e-02 5.144e-10 1.390e-04 4.900e-10 5.593e-11 4.941e-04 7.640e-03 3.923e-01 8.619e-04 9.381e-08 8.786e-09 2.810e-01 1.698e-03 1.803e-02 1.826e-09 9.837e-06 1.236e-09 1.638e-02 8.814e-10 2.867e-09 2.783e-03 1.278e-09 9.074e-03 1.880e-02 5.255e-04 2.834e-02 2.198e-10 3.140e-07 5.225e-11 3.321e-02 8.154e-10 3.706e-09 8.627e-04 +83 TP 18 9.795e-09 1.157e-02 1.802e-02 6.401e-09 1.092e-02 3.251e-02 3.277e-02 3.659e-02 7.989e-09 1.227e-08 1.465e-02 2.293e-03 6.027e-02 7.632e-10 2.839e-09 4.843e-09 6.367e-02 2.525e-02 3.860e-09 5.296e-02 4.895e-02 1.594e-08 2.852e-02 2.863e-06 5.172e-02 3.042e-02 4.757e-03 2.124e-01 2.435e-02 3.890e-09 4.656e-05 1.478e-02 5.245e-09 6.209e-03 3.184e-03 1.592e-05 1.097e-03 1.786e-10 1.481e-01 1.143e-05 4.738e-02 1.657e-02 +83 TP 19 1.703e-02 1.115e-09 7.566e-10 1.505e-09 1.350e-08 2.235e-03 5.259e-09 8.987e-09 8.615e-02 1.337e-08 3.558e-02 3.980e-10 1.460e-02 4.241e-04 4.397e-03 2.629e-02 1.494e-03 3.963e-01 2.289e-01 1.070e-08 4.575e-09 1.935e-04 1.244e-02 3.894e-03 8.493e-03 1.139e-09 3.205e-03 2.103e-07 1.826e-05 2.280e-02 3.072e-10 3.585e-03 2.423e-09 9.143e-10 1.805e-08 2.717e-03 2.238e-10 1.419e-10 1.401e-08 1.293e-01 1.698e-09 4.781e-10 +83 TP 20 8.643e-10 1.427e-02 2.083e-02 1.448e-09 2.789e-09 7.445e-02 1.723e-02 3.267e-02 2.328e-05 3.070e-02 1.732e-10 2.636e-03 1.036e-05 4.391e-11 6.373e-05 5.597e-03 1.069e-02 1.198e-09 1.426e-03 4.183e-01 1.152e-09 4.218e-10 1.207e-02 3.330e-03 2.146e-08 5.758e-02 9.295e-03 2.157e-04 7.491e-02 1.019e-03 1.442e-03 6.201e-03 1.045e-02 6.379e-03 2.180e-02 8.889e-11 8.509e-04 4.326e-11 6.451e-05 3.148e-04 1.292e-01 3.601e-02 +83 TP 21 2.788e-03 1.590e-02 2.693e-02 1.509e-09 2.183e-09 1.988e-01 1.600e-02 1.181e-02 7.000e-03 1.149e-02 5.286e-10 3.657e-03 2.391e-03 7.608e-11 2.858e-10 8.941e-03 3.285e-09 3.171e-03 3.801e-03 2.020e-01 4.833e-02 5.001e-09 2.411e-02 6.856e-03 8.144e-03 7.618e-02 1.647e-02 1.140e-09 6.650e-02 1.238e-03 1.776e-03 1.242e-02 1.368e-02 6.418e-03 2.558e-02 1.645e-10 6.882e-04 7.580e-11 2.257e-02 2.844e-09 1.116e-01 4.270e-02 +83 TP 22 1.358e-03 3.707e-11 7.014e-11 4.273e-04 6.264e-10 4.670e-08 2.105e-02 2.344e-09 5.683e-02 2.892e-03 7.448e-03 3.323e-11 1.298e-03 4.349e-04 1.092e-02 6.444e-02 7.407e-04 1.288e-09 4.166e-09 1.362e-03 4.430e-03 4.434e-01 2.989e-03 2.661e-03 6.256e-03 2.367e-10 6.283e-02 9.381e-02 2.051e-03 5.026e-02 6.735e-11 9.285e-03 1.016e-01 4.473e-11 1.205e-09 8.573e-10 2.535e-11 2.080e-11 5.128e-02 1.733e-09 2.669e-10 1.821e-10 +83 TP 23 4.740e-09 4.127e-09 9.800e-04 4.061e-06 8.004e-10 9.246e-09 1.764e-02 7.362e-08 7.977e-03 1.047e-01 2.180e-09 3.147e-10 2.257e-10 2.528e-10 1.124e-04 1.512e-02 9.241e-04 5.036e-10 6.650e-05 5.842e-10 3.056e-04 2.814e-02 3.538e-01 3.539e-09 1.855e-01 9.437e-10 2.674e-02 7.843e-10 2.176e-09 3.888e-03 1.844e-10 2.929e-02 2.070e-02 3.862e-04 2.532e-02 1.208e-09 5.311e-10 6.350e-11 1.777e-01 1.132e-09 1.505e-05 6.510e-04 +83 TP 24 9.498e-02 3.970e-03 6.361e-03 5.511e-03 2.005e-03 8.567e-03 3.101e-02 4.174e-09 4.297e-09 2.566e-09 1.482e-03 1.438e-03 3.454e-03 3.747e-10 5.205e-04 1.161e-02 1.306e-02 9.995e-10 7.199e-04 1.772e-02 1.206e-02 1.622e-02 3.621e-02 4.129e-01 1.203e-01 7.223e-03 3.369e-02 6.145e-09 4.498e-03 1.007e-03 4.986e-04 3.378e-09 3.329e-02 1.717e-03 1.981e-02 3.173e-10 3.099e-04 1.126e-10 7.839e-02 1.751e-09 1.205e-02 7.391e-03 +83 TP 25 9.673e-06 1.238e-02 1.895e-02 2.647e-09 4.335e-09 8.176e-02 1.704e-02 6.651e-08 1.180e-03 4.982e-07 3.378e-04 1.906e-03 6.027e-07 1.379e-09 4.410e-05 3.795e-03 1.058e-01 8.147e-03 6.039e-03 9.701e-02 1.102e-01 1.849e-08 1.854e-04 4.410e-08 2.140e-02 4.257e-02 2.180e-02 2.667e-03 4.372e-02 2.256e-09 2.012e-03 2.529e-01 2.516e-02 5.083e-03 2.512e-02 4.346e-10 8.194e-04 8.915e-11 9.372e-09 3.690e-05 6.201e-02 2.992e-02 +83 TP 26 1.594e-09 3.066e-02 5.534e-02 7.267e-10 8.945e-02 2.333e-02 1.023e-02 1.979e-02 1.961e-10 1.776e-02 9.754e-11 5.072e-03 1.002e-04 4.579e-11 4.678e-05 1.648e-03 2.032e-03 4.533e-10 4.236e-04 4.382e-09 1.749e-09 3.375e-10 6.565e-03 1.545e-03 2.121e-10 4.098e-01 3.902e-03 2.681e-10 4.400e-02 3.911e-04 2.058e-03 7.876e-10 5.603e-03 1.348e-02 1.382e-02 1.203e-10 1.051e-03 4.565e-11 7.759e-10 1.379e-10 1.209e-01 1.210e-01 +83 TP 27 7.110e-09 1.183e-04 7.291e-04 4.067e-08 3.164e-10 3.003e-04 3.341e-02 7.248e-10 2.783e-02 4.046e-03 4.063e-03 1.046e-10 9.211e-03 3.965e-10 5.049e-03 4.826e-02 1.515e-03 4.457e-10 2.672e-03 4.900e-10 4.429e-06 2.322e-01 1.049e-08 6.299e-04 2.911e-09 7.064e-08 3.458e-01 1.928e-01 3.600e-09 2.769e-02 1.888e-10 6.850e-10 4.596e-02 6.326e-04 1.649e-02 4.082e-10 3.212e-05 3.270e-11 1.598e-09 6.283e-10 6.100e-04 4.284e-10 +83 TP 28 1.067e-01 2.743e-03 3.546e-03 4.411e-03 2.097e-03 2.409e-02 3.459e-02 1.865e-02 1.698e-02 1.960e-08 2.113e-02 4.571e-04 4.279e-02 3.642e-10 1.160e-03 2.292e-02 2.817e-02 8.078e-10 4.422e-03 2.728e-02 2.427e-02 1.798e-04 3.434e-02 1.263e-02 4.590e-02 1.100e-02 5.945e-09 8.764e-02 1.353e-02 1.002e-02 6.212e-04 4.679e-02 3.387e-02 4.042e-04 1.824e-02 3.373e-04 2.014e-08 4.813e-11 2.602e-01 1.565e-02 1.449e-02 7.715e-03 +83 TP 29 4.433e-03 8.535e-10 1.792e-09 5.292e-03 6.699e-10 3.055e-09 4.019e-02 1.893e-01 2.975e-03 1.060e-01 6.344e-10 1.461e-09 4.087e-03 7.374e-11 8.455e-04 1.131e-02 3.497e-01 5.469e-03 6.326e-03 8.254e-10 4.724e-03 3.541e-09 5.363e-02 5.439e-03 7.382e-03 1.095e-09 2.526e-02 6.993e-03 7.768e-02 6.127e-03 1.872e-03 1.753e-08 2.232e-02 3.658e-10 4.192e-02 4.567e-10 4.146e-10 7.399e-11 1.386e-02 6.895e-03 1.713e-09 1.584e-09 +83 TP 30 1.239e-10 3.984e-11 5.820e-11 2.155e-03 8.753e-11 4.369e-11 1.282e-10 2.671e-07 1.090e-02 9.528e-11 1.313e-01 1.352e-11 3.147e-08 2.278e-02 2.485e-01 1.495e-02 1.164e-10 2.154e-10 4.098e-05 3.794e-06 1.030e-10 1.264e-05 4.456e-11 8.369e-11 9.095e-11 1.028e-10 1.080e-05 3.965e-05 9.394e-06 4.172e-01 7.713e-11 1.312e-10 2.358e-03 2.295e-11 3.326e-10 1.387e-01 1.301e-11 1.251e-04 1.207e-10 1.085e-02 7.786e-05 7.082e-11 +83 TP 31 9.559e-09 8.618e-03 1.228e-02 2.901e-09 2.752e-02 6.459e-03 6.386e-03 1.529e-02 1.164e-09 2.863e-02 8.869e-10 1.764e-03 7.800e-10 5.112e-10 3.125e-09 6.009e-04 1.653e-09 6.684e-10 5.472e-04 1.867e-08 3.643e-03 2.983e-09 9.192e-04 9.920e-04 1.487e-09 7.134e-03 3.781e-03 1.662e-09 2.244e-02 1.663e-03 8.016e-01 8.840e-04 4.961e-03 1.009e-02 7.712e-03 6.567e-10 1.046e-02 5.107e-10 8.731e-09 8.921e-10 4.411e-03 1.123e-02 +83 TP 32 2.653e-03 3.577e-03 6.499e-03 7.752e-06 2.823e-09 1.194e-02 2.976e-02 1.396e-09 4.369e-03 5.528e-02 3.921e-09 4.607e-04 1.115e-09 1.130e-10 4.779e-04 1.165e-02 7.655e-02 3.086e-04 7.668e-04 3.375e-02 1.053e-01 1.554e-02 5.486e-02 3.059e-09 1.565e-09 1.326e-02 1.870e-02 8.506e-04 1.784e-02 4.034e-03 1.582e-04 3.807e-01 1.986e-02 2.122e-03 3.247e-02 2.238e-10 9.280e-11 5.124e-11 7.152e-02 3.659e-06 1.824e-02 6.501e-03 +83 TP 33 8.703e-04 6.092e-11 1.217e-10 1.385e-02 4.090e-10 2.897e-10 1.339e-03 3.617e-04 3.926e-01 3.380e-04 1.524e-09 4.627e-11 1.399e-03 1.044e-03 3.202e-02 3.207e-01 1.318e-09 3.547e-03 9.255e-10 5.500e-10 5.547e-09 1.142e-09 3.754e-10 6.597e-10 7.724e-10 7.641e-05 1.068e-09 9.681e-10 1.072e-03 1.435e-01 6.673e-11 4.501e-10 8.695e-02 8.143e-11 8.620e-10 2.403e-09 3.766e-11 3.221e-05 7.160e-10 1.149e-08 1.406e-04 9.906e-05 +83 TP 34 1.265e-10 1.471e-01 4.804e-02 2.107e-10 1.386e-02 2.128e-03 1.726e-03 3.774e-03 2.058e-10 3.393e-03 1.112e-10 1.292e-01 3.782e-10 5.943e-11 5.954e-11 8.788e-05 9.082e-10 1.492e-10 9.916e-11 2.711e-10 1.091e-04 1.111e-10 7.276e-04 6.767e-05 1.148e-10 1.774e-02 6.908e-04 7.387e-11 6.819e-03 6.161e-11 1.349e-03 2.166e-10 7.732e-04 5.559e-01 2.933e-03 6.023e-11 2.039e-02 5.944e-11 2.031e-10 9.016e-11 1.028e-02 3.283e-02 +83 TP 35 8.761e-10 3.527e-07 2.847e-09 3.486e-01 1.801e-03 1.369e-09 1.021e-09 1.690e-03 5.469e-07 1.246e-03 1.882e-09 1.273e-10 6.235e-03 3.244e-04 6.534e-03 1.269e-01 7.976e-10 9.835e-10 3.155e-09 1.768e-09 2.156e-03 3.668e-09 1.090e-09 3.375e-09 2.229e-09 9.747e-04 1.829e-02 8.881e-10 8.665e-04 3.828e-02 1.315e-10 2.402e-09 4.346e-01 4.577e-10 7.136e-03 4.514e-10 1.264e-10 1.134e-10 7.543e-10 1.218e-09 2.864e-03 1.497e-03 +83 TP 36 2.575e-03 9.362e-05 7.610e-05 1.688e-05 1.715e-10 1.261e-03 5.362e-03 4.450e-04 8.005e-02 7.553e-04 3.508e-01 3.271e-11 2.325e-03 1.046e-02 2.855e-02 2.384e-04 1.677e-03 1.442e-09 6.924e-05 1.566e-03 2.065e-03 5.381e-02 2.140e-03 9.212e-04 4.693e-03 7.487e-04 1.276e-02 2.979e-02 6.920e-04 2.886e-03 6.357e-05 2.744e-03 1.102e-02 6.211e-05 1.800e-09 2.203e-01 3.222e-11 4.725e-05 2.052e-02 1.476e-01 5.333e-04 3.201e-04 +83 TP 37 1.736e-10 1.639e-02 8.113e-03 3.825e-04 1.294e-03 1.366e-04 3.436e-04 8.482e-04 1.539e-10 7.974e-04 9.289e-11 1.324e-01 9.073e-11 8.985e-11 8.995e-11 9.624e-11 2.188e-10 9.085e-11 1.305e-10 2.569e-10 1.910e-10 1.321e-10 1.341e-10 5.558e-05 1.082e-10 4.090e-03 1.036e-04 1.034e-10 6.645e-04 9.063e-11 1.108e-03 2.182e-10 2.250e-10 3.195e-02 2.698e-09 9.009e-11 7.976e-01 8.985e-11 1.331e-10 1.055e-10 8.521e-04 2.937e-03 +83 TP 38 3.378e-10 3.150e-10 3.152e-10 3.436e-10 3.159e-10 3.211e-10 3.253e-10 3.252e-10 1.246e-09 3.239e-10 4.665e-04 3.149e-10 3.248e-10 4.037e-01 6.225e-02 1.693e-04 3.270e-10 2.497e-09 4.628e-10 3.169e-10 3.220e-10 5.173e-10 3.184e-10 3.239e-10 3.575e-10 3.153e-10 3.478e-10 3.242e-04 3.197e-10 1.605e-03 3.151e-10 3.526e-10 6.534e-04 3.149e-10 5.255e-10 5.930e-03 3.149e-10 5.249e-01 3.426e-10 4.528e-10 3.212e-10 3.150e-10 +83 TP 39 5.483e-08 1.296e-10 3.476e-10 1.343e-09 8.633e-05 1.184e-02 7.840e-02 2.032e-02 1.592e-02 2.255e-09 4.821e-03 4.467e-11 2.114e-10 8.949e-05 2.403e-03 2.815e-02 2.158e-02 4.981e-10 3.569e-09 1.231e-02 1.993e-02 6.592e-02 4.625e-02 4.374e-03 6.854e-02 2.265e-03 4.555e-02 2.703e-09 1.002e-02 1.575e-02 1.251e-04 2.152e-02 3.622e-02 6.568e-11 4.464e-02 3.362e-10 3.531e-11 2.261e-11 4.106e-01 6.991e-03 4.142e-03 1.209e-03 +83 TP 40 2.450e-02 7.023e-04 1.460e-03 7.115e-09 4.167e-10 8.757e-03 2.321e-02 4.488e-03 5.809e-02 2.536e-09 6.390e-02 3.716e-05 6.262e-03 6.973e-04 1.523e-02 2.997e-02 1.489e-02 3.554e-02 7.738e-05 1.110e-02 1.510e-02 2.347e-01 1.494e-02 3.228e-03 2.034e-02 3.899e-03 5.337e-02 8.579e-02 3.270e-03 3.353e-02 1.853e-04 1.905e-02 1.636e-02 3.649e-04 5.268e-08 8.970e-03 2.757e-11 2.823e-11 1.177e-01 6.102e-02 6.620e-03 2.634e-03 +83 TP 41 4.715e-10 2.084e-02 3.464e-02 3.333e-10 1.431e-01 2.153e-02 1.168e-02 2.780e-02 2.329e-10 2.130e-02 1.055e-10 4.491e-03 1.133e-04 4.385e-11 4.631e-11 2.671e-03 3.051e-03 1.289e-10 8.932e-05 8.340e-10 1.979e-09 2.178e-10 7.948e-03 9.408e-04 8.460e-06 1.219e-01 4.020e-03 1.363e-10 4.694e-02 5.158e-04 1.672e-03 6.589e-04 7.378e-03 9.072e-03 1.712e-02 8.785e-11 1.213e-03 4.355e-11 5.644e-10 2.181e-04 4.353e-01 5.382e-02 +83 TP 42 1.868e-10 5.200e-02 1.315e-01 8.176e-05 5.885e-02 1.417e-02 7.607e-03 1.410e-02 2.381e-10 1.524e-02 6.157e-05 1.012e-02 3.813e-04 5.096e-11 5.407e-11 9.130e-04 8.826e-04 1.184e-09 1.336e-04 2.503e-09 2.691e-10 4.125e-10 4.366e-03 4.261e-04 6.444e-04 1.413e-01 2.677e-03 1.254e-10 2.986e-02 3.052e-04 1.903e-03 3.153e-10 3.354e-03 2.470e-02 8.409e-03 5.750e-11 2.549e-03 5.093e-11 2.844e-10 1.811e-05 4.994e-02 4.234e-01 +84 IP 1 4.016e-09 +84 IP 2 8.061e-03 +84 IP 3 2.506e-08 +84 IP 4 4.016e-09 +84 IP 5 4.016e-09 +84 IP 6 4.111e-09 +84 IP 7 4.017e-09 +84 IP 8 2.980e-01 +84 IP 9 4.016e-09 +84 IP 10 4.016e-09 +84 IP 11 4.016e-09 +84 IP 12 4.016e-09 +84 IP 13 4.016e-09 +84 IP 14 5.195e-09 +84 IP 15 4.018e-09 +84 IP 16 4.016e-09 +84 IP 17 9.218e-02 +84 IP 18 4.032e-09 +84 IP 19 4.016e-09 +84 IP 20 1.648e-08 +84 IP 21 4.016e-09 +84 IP 22 9.131e-02 +84 IP 23 4.016e-09 +84 IP 24 4.016e-09 +84 IP 25 5.944e-09 +84 IP 26 4.016e-09 +84 IP 27 4.016e-09 +84 IP 28 4.017e-09 +84 IP 29 4.016e-09 +84 IP 30 3.043e-02 +84 IP 31 4.125e-01 +84 IP 32 4.016e-09 +84 IP 33 4.016e-09 +84 IP 34 4.016e-09 +84 IP 35 6.755e-02 +84 IP 36 4.016e-09 +84 IP 37 4.016e-09 +84 IP 38 4.016e-09 +84 IP 39 4.107e-09 +84 IP 40 4.016e-09 +84 IP 41 4.017e-09 +84 IP 42 9.433e-09 +84 EP 1 8.815e-11 8.815e-11 8.816e-11 8.815e-11 8.816e-11 8.816e-11 8.816e-11 8.901e-11 8.845e-11 8.829e-11 8.849e-11 9.152e-11 9.317e-05 8.861e-11 1.095e-10 1.602e-10 2.974e-10 9.521e-11 9.202e-11 1.036e-10 9.624e-11 3.436e-10 9.510e-11 1.067e-10 3.804e-05 2.047e-10 1.188e-10 3.357e-10 5.374e-04 6.007e-04 4.788e-04 6.183e-04 1.642e-03 1.283e-09 3.622e-10 4.217e-10 1.693e-02 9.417e-02 1.550e-01 1.735e-01 1.536e-01 1.169e-01 8.364e-02 6.133e-02 4.046e-02 2.613e-02 1.809e-02 1.083e-02 6.972e-03 4.532e-03 4.320e-03 3.247e-03 2.004e-03 1.060e-03 7.348e-04 6.515e-04 4.408e-04 3.526e-04 3.526e-04 2.438e-04 3.526e-04 8.815e-05 1.763e-04 2.598e-05 8.815e-05 1.763e-04 8.815e-05 8.815e-05 8.815e-11 8.815e-11 8.815e-05 8.815e-05 8.815e-11 8.815e-11 8.815e-11 8.815e-11 8.815e-11 8.815e-11 8.815e-11 8.820e-11 8.817e-11 8.815e-11 8.817e-11 8.815e-11 8.815e-11 8.815e-11 8.815e-11 8.815e-11 8.815e-11 8.815e-11 1.927e-02 +84 EP 2 1.727e-11 1.727e-11 1.816e-11 4.056e-11 7.139e-10 2.467e-03 1.880e-08 1.071e-01 8.271e-01 5.763e-02 1.809e-09 3.714e-03 2.000e-03 3.339e-09 2.905e-10 9.532e-11 2.701e-10 6.704e-11 1.351e-10 5.776e-11 8.170e-11 7.051e-11 2.749e-11 3.955e-11 4.827e-11 2.210e-11 8.766e-11 1.907e-11 1.780e-11 1.871e-11 1.928e-11 2.527e-11 1.775e-11 1.736e-11 2.057e-11 1.729e-11 4.747e-11 2.331e-11 1.727e-11 1.731e-11 1.727e-11 1.728e-11 1.727e-11 1.727e-11 1.729e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 1.727e-11 2.612e-11 +84 EP 3 2.506e-11 2.506e-11 2.855e-11 5.737e-11 8.525e-10 9.809e-01 1.802e-02 1.217e-07 1.020e-03 5.117e-09 1.183e-09 1.924e-10 9.974e-11 5.500e-11 1.085e-10 4.450e-11 3.441e-11 1.956e-05 3.190e-11 3.107e-11 3.171e-11 2.723e-11 3.021e-11 2.578e-11 2.808e-11 2.648e-11 2.510e-11 2.516e-11 2.510e-11 2.507e-11 2.508e-11 2.631e-11 2.507e-11 2.506e-11 2.509e-11 2.507e-11 2.507e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.507e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.506e-11 2.517e-11 +84 EP 4 4.661e-11 4.661e-11 4.662e-11 4.675e-11 4.699e-11 4.889e-11 4.738e-11 5.347e-11 7.080e-11 5.674e-11 9.289e-11 6.323e-11 2.805e-10 1.544e-10 1.169e-10 5.915e-05 1.673e-04 1.255e-04 2.591e-10 3.790e-10 3.509e-04 1.624e-03 3.756e-03 2.840e-03 1.541e-10 2.565e-10 3.210e-02 2.168e-01 3.077e-01 2.768e-01 1.246e-01 2.930e-02 1.520e-09 2.056e-10 3.591e-10 4.588e-04 1.194e-03 6.300e-04 4.089e-10 3.904e-10 1.552e-04 9.923e-05 2.566e-10 1.178e-10 9.201e-11 6.289e-11 5.293e-11 1.451e-10 5.836e-11 4.258e-05 5.139e-11 1.528e-10 6.129e-11 6.307e-05 4.743e-11 4.814e-11 4.668e-11 4.663e-11 5.110e-11 4.827e-11 4.676e-11 4.662e-11 4.662e-11 8.151e-11 4.662e-11 4.674e-11 4.664e-11 4.680e-11 4.661e-11 4.661e-11 4.662e-11 4.662e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 4.731e-11 4.661e-11 4.663e-11 4.676e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 4.661e-11 1.159e-03 +84 EP 5 3.208e-10 3.584e-10 3.229e-10 3.389e-10 3.233e-10 3.261e-10 3.298e-10 6.318e-04 3.354e-04 3.659e-10 3.354e-10 3.474e-10 3.357e-10 1.457e-03 5.527e-04 1.685e-03 2.007e-04 1.081e-03 1.729e-03 2.664e-03 1.084e-03 2.305e-03 2.057e-03 2.018e-03 2.544e-03 2.469e-03 1.971e-03 2.020e-03 3.079e-03 4.193e-03 4.122e-03 2.257e-03 2.539e-03 1.438e-03 2.797e-03 1.321e-03 3.349e-09 2.021e-03 1.083e-03 3.573e-04 9.425e-04 3.486e-10 1.112e-03 6.998e-04 1.471e-03 8.918e-04 5.800e-04 6.544e-04 9.347e-04 2.162e-04 3.194e-04 4.142e-10 3.756e-04 3.222e-10 2.132e-04 3.211e-10 3.208e-10 3.208e-10 3.212e-10 3.161e-04 3.208e-10 3.208e-10 3.209e-10 3.254e-10 3.211e-10 3.208e-10 3.208e-10 3.209e-10 3.208e-10 3.208e-10 3.211e-10 3.208e-10 3.208e-10 3.208e-10 3.208e-10 3.208e-10 3.208e-10 3.208e-10 9.624e-04 3.208e-04 2.566e-03 1.283e-03 3.208e-04 3.208e-10 3.208e-10 3.208e-10 3.208e-10 3.208e-10 3.208e-10 3.208e-10 9.338e-01 +84 EP 6 2.788e-11 2.788e-11 3.323e-11 3.677e-11 4.327e-04 4.605e-08 5.752e-04 9.703e-01 2.845e-02 1.041e-05 1.968e-04 5.021e-10 4.011e-10 3.834e-09 2.324e-10 6.875e-11 8.958e-11 5.786e-11 2.064e-10 2.470e-10 8.978e-11 4.374e-11 3.875e-11 5.876e-11 3.918e-11 3.011e-11 2.518e-10 2.984e-11 2.808e-11 3.052e-11 2.819e-11 2.946e-11 2.794e-11 2.791e-11 2.811e-11 2.789e-11 2.801e-11 2.855e-11 2.788e-11 2.790e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 2.788e-11 3.534e-11 +84 EP 7 6.619e-11 6.619e-11 6.657e-11 1.009e-10 1.158e-10 1.537e-10 5.060e-10 2.464e-03 1.973e-03 2.092e-03 1.002e-06 1.386e-03 4.336e-08 5.986e-01 3.814e-01 5.341e-09 5.867e-03 6.343e-09 1.060e-03 1.580e-03 7.153e-10 2.041e-03 3.386e-10 8.613e-10 3.177e-04 1.811e-10 8.027e-10 1.403e-10 1.306e-10 1.344e-04 1.369e-10 1.650e-10 1.514e-10 1.061e-10 1.170e-10 8.011e-11 1.261e-10 1.626e-10 6.963e-11 6.413e-10 6.678e-11 5.284e-05 6.630e-11 6.954e-11 6.869e-11 6.623e-11 6.620e-11 6.619e-11 6.620e-11 6.620e-11 6.921e-11 6.619e-11 6.622e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 1.026e-03 +84 EP 8 3.748e-10 5.248e-03 9.761e-01 1.869e-02 5.804e-07 1.241e-09 2.640e-09 5.915e-09 4.267e-10 4.187e-10 4.140e-10 3.762e-10 3.880e-10 3.750e-10 3.780e-10 3.758e-10 3.748e-10 3.749e-10 3.752e-10 4.073e-10 3.749e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.748e-10 3.751e-10 +84 EP 9 5.573e-11 5.573e-11 5.589e-11 5.772e-11 7.514e-11 1.048e-10 2.199e-10 1.426e-04 1.815e-04 1.234e-09 1.063e-09 2.040e-07 9.502e-01 3.603e-02 9.843e-10 7.444e-03 3.703e-03 9.773e-04 1.298e-09 1.590e-04 5.249e-04 5.553e-04 2.711e-10 2.809e-10 8.883e-10 9.880e-11 9.493e-10 9.454e-11 7.625e-11 1.583e-10 6.799e-11 1.108e-10 7.695e-11 3.701e-05 8.164e-11 5.551e-05 6.181e-11 6.174e-11 5.640e-11 9.409e-11 5.693e-11 6.131e-11 5.599e-11 5.616e-11 5.660e-11 5.578e-11 5.575e-11 5.575e-11 5.583e-11 5.574e-11 5.941e-11 5.574e-11 5.576e-11 5.581e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.579e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 5.573e-11 2.414e-10 +84 EP 10 9.512e-11 9.512e-11 9.547e-11 2.108e-10 1.185e-10 7.061e-08 3.509e-10 4.950e-04 2.123e-03 1.268e-09 2.481e-03 5.985e-03 1.876e-09 1.357e-09 2.414e-01 6.299e-01 1.070e-01 2.962e-09 4.584e-03 3.154e-03 2.524e-04 5.828e-04 4.847e-10 1.442e-03 2.187e-04 3.781e-10 1.982e-04 2.812e-10 4.165e-10 1.575e-09 5.362e-10 2.822e-10 1.051e-10 1.157e-10 1.366e-10 1.082e-10 1.564e-10 8.018e-05 9.859e-11 1.492e-04 1.001e-10 5.342e-10 9.605e-11 9.792e-11 3.862e-10 9.583e-11 9.513e-11 9.512e-11 9.528e-11 9.517e-11 9.525e-11 9.513e-11 9.532e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.513e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 9.512e-11 7.524e-09 +84 EP 11 3.177e-11 3.177e-11 3.183e-11 3.185e-11 4.101e-11 1.991e-10 7.154e-11 2.701e-07 7.202e-04 1.381e-03 5.258e-10 9.821e-10 2.780e-10 1.113e-02 4.559e-01 4.382e-01 8.254e-02 5.828e-10 2.248e-03 2.524e-03 3.219e-03 4.668e-04 5.924e-04 8.028e-05 5.728e-05 5.146e-05 7.839e-11 1.786e-10 1.187e-09 1.264e-07 1.413e-10 5.907e-11 4.955e-11 5.760e-11 3.954e-11 3.443e-11 3.348e-11 7.156e-11 3.457e-11 6.658e-11 3.409e-11 3.254e-11 3.233e-11 3.274e-11 3.194e-11 3.178e-11 3.206e-11 3.178e-11 3.193e-11 3.178e-11 6.622e-11 3.177e-11 3.181e-11 3.178e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.180e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.181e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 3.177e-11 9.557e-04 +84 EP 12 3.570e-11 3.570e-11 3.575e-11 3.992e-11 3.739e-11 4.796e-11 4.743e-11 1.047e-09 2.844e-04 3.773e-09 5.997e-10 6.558e-04 2.997e-04 2.196e-03 2.663e-03 3.386e-03 4.493e-10 6.434e-02 4.107e-01 4.315e-01 7.107e-02 5.314e-10 4.531e-03 3.009e-03 2.065e-03 1.778e-03 6.587e-10 4.097e-04 2.859e-10 2.373e-10 2.665e-05 1.414e-04 4.723e-10 9.179e-05 3.660e-05 5.332e-11 1.244e-10 2.117e-10 4.784e-11 1.211e-10 4.215e-11 1.115e-10 3.908e-11 5.209e-11 6.167e-11 3.777e-11 3.608e-11 3.621e-11 5.088e-11 3.619e-11 9.335e-11 3.587e-11 3.824e-11 3.950e-11 3.573e-11 3.571e-11 3.570e-11 3.570e-11 3.571e-11 3.574e-11 3.570e-11 3.570e-11 3.570e-11 4.262e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 3.570e-11 7.926e-04 +84 EP 13 9.414e-11 9.414e-11 9.459e-11 9.508e-11 1.759e-10 5.185e-10 9.858e-10 4.598e-10 4.895e-09 4.680e-01 1.955e-01 1.672e-01 5.700e-02 4.801e-02 2.788e-02 2.315e-02 3.296e-03 4.811e-04 2.466e-03 5.842e-04 1.881e-03 1.873e-03 4.371e-04 7.197e-04 2.141e-09 4.540e-04 2.345e-10 1.895e-04 1.836e-09 2.095e-10 1.847e-10 1.405e-10 1.026e-10 1.034e-10 1.213e-10 9.608e-11 9.752e-11 1.011e-10 9.791e-11 1.001e-10 9.877e-11 9.755e-11 1.062e-10 9.428e-11 9.682e-11 9.428e-11 9.415e-11 9.417e-11 9.427e-11 9.417e-11 9.500e-11 9.414e-11 9.424e-11 9.429e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.443e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.417e-11 9.414e-11 1.016e-10 9.418e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.414e-11 9.736e-04 +84 EP 14 2.944e-11 2.944e-11 2.978e-11 3.152e-11 6.736e-11 7.479e-10 5.734e-09 1.876e-02 1.064e-01 8.651e-01 6.197e-03 1.156e-07 6.799e-04 1.607e-03 2.868e-04 3.775e-04 4.319e-04 5.765e-05 5.869e-10 2.459e-06 9.156e-11 7.898e-11 1.009e-10 2.585e-10 2.484e-05 7.240e-11 1.008e-10 3.835e-11 3.263e-11 5.775e-11 3.858e-11 1.119e-10 3.096e-11 2.947e-11 2.511e-10 2.945e-11 3.289e-11 2.950e-11 2.945e-11 2.945e-11 2.946e-11 2.944e-11 2.944e-11 2.944e-11 2.946e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 2.944e-11 4.304e-11 +84 EP 15 2.310e-11 2.310e-11 2.740e-11 3.594e-11 2.854e-10 1.014e-09 3.122e-07 9.562e-01 2.856e-02 1.058e-02 2.343e-03 2.168e-03 1.944e-09 1.759e-09 1.644e-10 2.087e-10 9.018e-11 6.891e-11 1.169e-10 1.056e-04 7.126e-11 2.388e-10 4.914e-11 4.316e-11 2.912e-11 5.240e-11 2.390e-11 2.811e-11 2.797e-11 2.394e-11 2.387e-11 2.697e-11 2.314e-11 2.311e-11 2.502e-11 2.310e-11 2.350e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.326e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.310e-11 2.485e-11 +84 EP 16 5.426e-11 5.426e-11 5.426e-11 5.429e-11 5.435e-11 5.754e-11 5.454e-11 5.726e-11 6.009e-11 5.790e-11 6.089e-11 6.281e-11 1.734e-10 6.588e-11 7.550e-11 7.968e-05 1.622e-10 1.674e-10 1.219e-10 1.501e-04 4.533e-04 1.144e-04 3.534e-04 1.387e-03 2.995e-10 7.243e-10 1.022e-09 1.812e-10 3.126e-10 2.713e-02 1.686e-01 2.578e-01 2.683e-01 1.797e-01 6.997e-02 1.950e-02 1.460e-09 3.418e-10 5.561e-05 1.612e-03 6.695e-04 7.390e-04 2.275e-04 5.873e-04 5.415e-04 4.479e-05 1.016e-10 1.147e-04 8.188e-11 1.327e-10 7.059e-11 9.582e-05 1.742e-10 3.289e-10 6.276e-11 1.024e-10 5.495e-11 5.438e-11 5.809e-11 7.257e-11 5.603e-11 5.436e-11 5.432e-11 9.252e-05 5.429e-11 5.568e-11 5.456e-11 5.646e-11 5.426e-11 5.426e-11 5.429e-11 5.429e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 5.450e-11 5.426e-11 5.426e-11 5.432e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 5.426e-11 1.554e-03 +84 EP 17 2.150e-11 2.153e-11 1.019e-10 2.297e-10 9.623e-01 3.488e-02 2.730e-03 2.539e-09 6.656e-10 1.165e-10 6.880e-05 2.672e-10 2.188e-10 3.041e-11 8.436e-11 3.752e-05 2.187e-11 2.478e-11 4.101e-11 2.355e-11 3.543e-11 2.152e-11 2.159e-11 2.152e-11 2.151e-11 2.150e-11 2.230e-11 2.151e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.150e-11 2.154e-11 +84 EP 18 3.994e-11 3.994e-11 4.032e-11 4.198e-11 9.833e-11 3.673e-10 8.512e-04 7.436e-03 1.291e-02 7.636e-06 8.720e-09 2.116e-01 4.044e-01 2.107e-01 9.670e-02 2.291e-02 1.723e-02 8.137e-03 6.098e-03 1.806e-04 2.814e-09 6.650e-10 6.704e-04 3.049e-10 3.282e-10 8.464e-11 1.193e-10 1.472e-10 1.146e-10 1.206e-10 5.417e-11 8.801e-11 6.791e-11 5.300e-11 8.700e-11 4.683e-11 5.629e-11 4.610e-11 3.994e-11 4.222e-11 4.003e-11 4.173e-11 3.994e-11 3.994e-11 3.999e-11 3.994e-11 3.994e-11 3.994e-11 3.996e-11 3.994e-11 4.106e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 4.033e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 2.817e-04 +84 EP 19 1.696e-10 1.696e-10 1.701e-10 1.724e-10 2.200e-10 3.978e-10 1.575e-09 1.691e-03 2.658e-09 9.628e-07 9.834e-01 6.456e-09 2.962e-03 2.533e-03 3.085e-03 3.929e-03 1.288e-03 5.807e-10 6.789e-04 4.130e-10 2.091e-04 2.643e-10 5.085e-10 1.799e-04 2.418e-10 2.444e-10 1.869e-10 2.525e-10 1.950e-10 3.013e-10 1.851e-10 1.800e-10 1.793e-10 1.703e-10 1.930e-10 1.738e-10 2.013e-10 1.708e-10 1.697e-10 1.701e-10 1.700e-10 1.698e-10 1.696e-10 1.697e-10 1.703e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 1.696e-10 2.193e-10 +84 EP 20 2.228e-11 2.228e-11 2.617e-11 4.947e-11 3.214e-10 1.492e-09 9.224e-01 5.836e-02 1.294e-02 5.067e-03 8.399e-04 4.380e-04 2.120e-10 1.709e-10 1.565e-10 5.292e-11 1.025e-10 4.590e-11 6.729e-11 5.166e-11 3.112e-11 4.318e-11 3.011e-11 2.760e-11 2.859e-11 3.850e-11 2.260e-11 2.279e-11 2.267e-11 2.237e-11 2.240e-11 2.414e-11 2.229e-11 2.228e-11 2.261e-11 2.228e-11 2.234e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.228e-11 2.321e-11 +84 EP 21 8.376e-11 8.376e-11 8.379e-11 9.391e-11 8.487e-11 9.864e-11 9.538e-11 5.267e-04 3.560e-10 6.770e-10 1.184e-09 1.107e-09 2.320e-10 1.265e-03 1.013e-09 2.821e-02 2.625e-01 3.763e-01 2.133e-01 8.105e-02 1.456e-02 7.074e-03 3.275e-03 2.878e-03 2.105e-03 1.298e-03 1.689e-03 8.994e-04 4.069e-04 4.556e-10 3.569e-04 6.467e-10 2.046e-10 2.427e-05 2.014e-10 2.555e-10 9.885e-11 5.389e-10 1.300e-10 1.278e-10 1.060e-10 1.863e-10 8.833e-11 8.963e-11 3.562e-10 8.400e-11 8.704e-11 8.686e-11 8.898e-11 8.376e-11 1.056e-10 8.376e-11 8.514e-11 8.390e-11 8.380e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.379e-11 8.376e-11 8.376e-11 8.376e-11 9.363e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.393e-11 8.376e-11 8.487e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 8.376e-11 2.261e-03 +84 EP 22 3.768e-11 3.768e-11 7.660e-11 2.421e-10 9.995e-01 5.250e-09 4.945e-04 4.432e-08 8.602e-10 3.240e-10 1.126e-10 1.088e-10 4.854e-11 4.688e-11 1.908e-10 1.924e-10 3.957e-11 5.636e-11 4.197e-11 3.945e-11 3.953e-11 3.789e-11 3.817e-11 3.775e-11 3.796e-11 3.779e-11 3.768e-11 3.814e-11 3.768e-11 3.768e-11 3.768e-11 3.782e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.768e-11 3.770e-11 +84 EP 23 5.792e-11 5.792e-11 5.805e-11 5.810e-11 1.042e-10 4.521e-10 1.647e-10 8.822e-10 9.415e-10 5.382e-09 6.242e-10 2.343e-09 8.820e-09 8.530e-01 1.386e-01 8.761e-10 2.394e-06 5.037e-03 1.161e-03 1.206e-03 7.990e-10 3.236e-04 2.137e-09 1.329e-04 3.110e-04 6.710e-10 1.522e-10 1.818e-10 1.465e-10 3.449e-05 1.775e-10 1.387e-10 9.586e-06 3.461e-10 8.867e-11 2.921e-10 6.030e-11 6.369e-11 5.838e-11 8.138e-11 6.232e-11 5.868e-11 5.865e-11 5.799e-11 5.821e-11 5.792e-11 5.843e-11 5.794e-11 5.810e-11 5.792e-11 6.395e-11 5.792e-11 5.792e-11 5.793e-11 5.793e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.793e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.797e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 5.792e-11 2.061e-04 +84 EP 24 1.372e-10 1.372e-10 1.373e-10 1.373e-10 1.544e-10 1.476e-10 1.709e-10 4.273e-04 1.074e-03 2.688e-04 9.773e-10 2.853e-04 9.542e-04 2.228e-03 3.994e-03 2.117e-03 3.538e-03 1.153e-09 4.627e-10 2.248e-04 4.032e-01 4.839e-01 8.826e-02 3.026e-09 2.321e-09 5.822e-03 4.826e-09 3.518e-09 7.910e-09 4.866e-10 1.259e-03 2.161e-09 7.174e-10 2.476e-10 1.742e-09 2.236e-10 2.419e-10 2.515e-10 6.438e-05 1.748e-10 1.881e-10 1.573e-10 3.677e-10 1.261e-04 9.905e-10 1.657e-10 1.399e-10 1.374e-10 1.439e-10 1.464e-10 1.583e-10 1.388e-10 2.076e-10 1.376e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.373e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 1.372e-10 2.218e-03 +84 EP 25 4.312e-11 4.312e-11 4.368e-11 4.732e-11 1.188e-10 4.604e-10 1.211e-09 1.932e-09 9.976e-01 1.490e-06 1.027e-04 9.278e-08 3.613e-04 6.815e-04 8.315e-10 1.411e-04 4.095e-04 1.292e-04 2.350e-10 1.016e-04 2.224e-04 7.267e-05 4.381e-10 9.298e-05 7.454e-11 5.278e-05 4.777e-11 1.023e-10 6.343e-11 5.420e-11 7.163e-11 3.571e-10 4.353e-11 4.325e-11 3.618e-05 4.324e-11 4.344e-11 4.324e-11 4.315e-11 4.313e-11 4.318e-11 4.312e-11 4.324e-11 4.312e-11 4.314e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.313e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.374e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 4.312e-11 5.437e-11 +84 EP 26 3.226e-11 3.226e-11 3.233e-11 5.749e-11 3.532e-11 5.536e-05 5.970e-11 8.431e-04 1.582e-03 9.301e-04 9.303e-04 1.595e-03 3.968e-09 5.211e-03 4.887e-03 6.605e-02 4.432e-01 3.968e-01 7.445e-02 6.764e-10 1.525e-03 5.986e-04 8.210e-04 9.358e-10 9.167e-05 1.236e-04 7.590e-05 3.259e-10 7.969e-10 3.437e-10 3.158e-10 1.322e-10 4.780e-11 5.384e-11 4.460e-11 3.857e-11 4.858e-11 6.027e-11 3.639e-11 5.521e-11 3.345e-11 5.389e-11 3.256e-11 3.288e-11 5.669e-11 3.268e-11 3.226e-11 3.227e-11 3.304e-11 3.228e-11 1.483e-10 3.226e-11 3.275e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.227e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 3.226e-11 1.986e-04 +84 EP 27 4.167e-11 4.167e-11 4.168e-11 4.206e-11 4.343e-11 4.328e-11 4.462e-11 4.325e-05 8.152e-11 6.541e-11 1.057e-04 4.181e-10 5.159e-10 1.037e-10 1.801e-04 2.277e-10 7.499e-04 7.315e-04 1.492e-10 2.816e-04 2.259e-03 3.850e-03 2.321e-03 2.119e-02 1.884e-01 3.330e-01 3.107e-01 1.135e-01 1.662e-02 3.386e-10 3.539e-10 2.124e-03 1.419e-03 2.929e-10 4.905e-04 3.388e-04 1.535e-10 5.974e-10 1.401e-05 1.913e-04 1.048e-10 9.083e-11 6.589e-05 6.114e-11 7.787e-10 4.923e-11 4.561e-11 5.657e-11 5.268e-11 3.375e-10 4.504e-11 5.206e-11 5.245e-10 1.452e-10 4.199e-11 4.186e-11 4.168e-11 4.167e-11 4.201e-11 4.243e-11 4.168e-11 4.167e-11 4.167e-11 4.990e-11 4.167e-11 4.168e-11 4.167e-11 4.169e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.369e-11 4.167e-11 4.168e-11 4.186e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 4.167e-11 1.556e-03 +84 EP 28 4.943e-11 4.943e-11 4.967e-11 5.009e-11 8.719e-11 6.355e-05 4.326e-04 3.083e-05 4.485e-04 8.992e-10 5.013e-02 9.238e-01 2.141e-02 6.783e-10 1.383e-09 2.048e-03 3.730e-10 2.878e-09 5.269e-10 4.807e-04 6.946e-04 1.980e-10 4.315e-10 1.154e-04 2.230e-04 6.783e-11 7.888e-11 1.005e-10 1.055e-10 9.189e-05 5.249e-11 5.323e-11 9.906e-10 5.321e-11 5.932e-11 7.994e-11 6.208e-11 5.019e-11 4.944e-11 4.945e-11 4.961e-11 4.950e-11 4.945e-11 4.944e-11 4.944e-11 4.943e-11 4.944e-11 4.943e-11 4.944e-11 4.943e-11 4.997e-11 4.943e-11 4.944e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 4.943e-11 2.089e-10 +84 EP 29 1.259e-10 1.259e-10 1.266e-10 1.114e-04 5.224e-10 8.499e-10 1.918e-04 9.031e-10 1.506e-09 2.084e-09 7.386e-01 2.572e-01 7.383e-09 1.014e-08 1.578e-08 1.760e-03 2.811e-09 3.451e-09 1.220e-09 1.375e-03 1.347e-04 1.883e-09 2.465e-04 5.274e-10 6.480e-10 2.721e-04 2.515e-10 3.556e-09 2.406e-10 3.109e-10 2.839e-10 3.095e-10 1.391e-10 1.332e-10 1.606e-10 1.410e-10 1.617e-10 1.156e-04 1.265e-10 1.272e-10 1.264e-10 1.267e-10 1.261e-10 1.262e-10 1.334e-10 1.260e-10 1.260e-10 1.259e-10 1.261e-10 1.260e-10 1.275e-10 1.259e-10 1.261e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 1.259e-10 4.058e-09 +84 EP 30 2.371e-11 2.371e-11 2.734e-11 4.120e-11 2.798e-08 4.883e-09 9.983e-01 1.247e-06 1.196e-09 1.540e-03 4.126e-10 2.107e-10 5.658e-10 5.778e-10 1.241e-04 3.330e-11 2.530e-07 4.504e-11 3.740e-05 1.292e-10 6.998e-11 2.605e-11 2.587e-11 2.514e-11 2.466e-11 2.422e-11 5.914e-11 2.424e-11 2.374e-11 2.390e-11 2.376e-11 2.428e-11 2.371e-11 2.371e-11 2.373e-11 2.371e-11 2.379e-11 2.378e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.371e-11 2.457e-11 +84 EP 31 3.684e-11 3.747e-11 4.837e-10 9.706e-01 2.706e-02 1.476e-03 5.180e-04 7.430e-05 3.059e-04 1.545e-10 5.860e-10 4.448e-11 7.249e-11 3.794e-11 4.801e-11 4.414e-11 3.694e-11 3.758e-11 3.925e-11 3.709e-11 3.786e-11 3.685e-11 3.686e-11 3.685e-11 3.686e-11 3.685e-11 3.693e-11 3.685e-11 3.684e-11 3.684e-11 3.684e-11 3.685e-11 3.684e-11 3.685e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.684e-11 3.685e-11 +84 EP 32 4.914e-11 4.914e-11 4.964e-11 1.804e-10 3.073e-10 3.134e-05 2.734e-05 8.195e-10 2.979e-09 9.630e-01 3.202e-02 1.790e-09 1.636e-03 7.073e-04 2.267e-04 1.824e-03 1.202e-09 3.849e-10 2.236e-04 1.716e-04 1.812e-10 1.075e-10 1.539e-10 1.408e-10 6.853e-10 1.169e-10 8.661e-05 7.294e-11 5.735e-11 6.855e-11 5.941e-11 7.659e-11 5.122e-11 4.957e-11 6.458e-11 4.981e-11 4.982e-05 1.161e-10 4.918e-11 4.934e-11 4.915e-11 4.934e-11 4.915e-11 4.915e-11 5.006e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.920e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 4.914e-11 2.201e-10 +84 EP 33 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.416e-10 5.504e-10 3.842e-04 8.684e-04 5.304e-05 1.060e-09 7.696e-09 5.105e-01 3.129e-01 1.045e-01 1.861e-02 1.830e-02 2.417e-02 4.770e-09 1.668e-03 1.805e-08 4.053e-08 1.823e-09 3.518e-03 1.557e-03 1.892e-09 1.207e-09 7.154e-04 1.393e-09 4.426e-10 4.513e-04 4.124e-10 1.041e-09 3.295e-09 4.925e-10 2.768e-04 3.375e-10 2.598e-10 8.505e-05 2.443e-10 7.458e-05 1.995e-05 2.458e-10 2.544e-10 2.386e-10 2.549e-10 2.373e-10 2.374e-10 2.374e-10 2.376e-10 2.379e-10 2.376e-10 2.376e-10 2.385e-10 2.376e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.375e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 2.372e-10 1.321e-03 +84 EP 34 5.008e-11 5.008e-11 5.011e-11 5.241e-11 5.076e-11 5.702e-11 5.880e-11 9.518e-11 1.909e-10 1.485e-06 2.135e-10 1.084e-09 1.000e-09 1.625e-04 1.200e-04 4.114e-04 1.296e-03 1.604e-09 2.932e-10 1.087e-01 4.248e-01 3.744e-01 8.703e-02 7.869e-10 4.524e-10 8.218e-05 8.946e-04 1.756e-04 3.198e-04 2.457e-10 3.027e-10 5.334e-04 4.822e-10 2.389e-10 2.768e-10 1.785e-10 2.177e-04 1.194e-10 3.913e-10 8.130e-11 6.340e-11 2.898e-10 4.732e-05 5.197e-11 8.801e-11 7.468e-11 5.120e-11 5.227e-11 5.330e-11 5.019e-11 6.330e-11 5.037e-11 5.203e-11 8.764e-11 5.012e-11 5.008e-11 5.008e-11 5.008e-11 5.011e-11 5.016e-11 5.008e-11 5.008e-11 5.008e-11 7.867e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.013e-11 5.008e-11 5.017e-11 5.393e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 5.008e-11 8.413e-04 +84 EP 35 1.629e-11 1.629e-11 2.825e-11 4.473e-11 4.685e-09 9.549e-01 4.484e-02 5.759e-10 2.106e-10 1.236e-04 2.532e-10 9.539e-05 2.321e-10 1.007e-05 2.028e-05 4.723e-11 1.914e-11 6.424e-11 8.227e-06 3.624e-11 2.051e-06 1.647e-11 1.678e-11 1.639e-11 1.636e-11 1.631e-11 1.770e-11 1.635e-11 1.629e-11 1.630e-11 1.629e-11 1.632e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.629e-11 1.652e-11 +84 EP 36 6.702e-11 6.702e-11 6.703e-11 6.703e-11 6.704e-11 6.754e-11 6.710e-11 7.151e-11 6.814e-11 6.788e-11 6.952e-11 8.187e-11 2.237e-10 7.006e-11 1.427e-10 1.398e-10 1.759e-04 8.399e-05 9.452e-11 3.905e-05 1.318e-10 4.473e-10 9.190e-11 7.751e-04 1.658e-04 5.472e-04 6.175e-05 3.196e-10 2.613e-04 1.177e-09 2.415e-10 3.122e-10 5.747e-03 8.100e-02 1.883e-01 2.345e-01 2.266e-01 1.443e-01 7.497e-02 2.980e-02 9.138e-03 3.267e-03 9.718e-10 6.691e-10 8.681e-05 3.894e-10 1.047e-09 2.000e-10 2.972e-10 3.694e-10 1.610e-10 9.426e-05 5.819e-06 1.009e-10 9.204e-11 4.089e-05 1.025e-10 7.156e-11 8.063e-11 8.369e-05 1.161e-10 7.047e-11 6.924e-11 1.926e-10 6.821e-11 9.821e-11 7.370e-11 1.702e-10 6.702e-11 6.702e-11 6.824e-11 6.821e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.719e-11 6.702e-11 6.702e-11 6.707e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 1.233e-09 +84 EP 37 5.061e-11 5.061e-11 5.065e-11 5.159e-11 5.368e-11 5.343e-11 6.059e-11 8.872e-11 4.054e-04 2.628e-10 3.024e-05 5.938e-10 2.445e-04 7.371e-04 8.869e-04 7.227e-04 1.092e-03 1.696e-03 2.148e-10 4.995e-10 6.384e-03 6.734e-02 3.587e-01 3.792e-01 1.647e-01 1.569e-02 3.656e-10 5.719e-10 3.829e-04 1.259e-09 7.805e-04 2.168e-09 2.743e-10 1.205e-10 5.864e-10 2.970e-10 1.799e-10 1.313e-10 1.102e-10 1.190e-10 1.073e-04 7.718e-11 6.196e-11 1.009e-10 1.092e-04 6.553e-11 5.809e-11 5.077e-11 5.217e-11 5.149e-11 5.749e-11 5.538e-11 5.081e-05 5.090e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.088e-11 5.061e-11 5.061e-11 5.061e-11 5.076e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 5.061e-11 7.016e-04 +84 EP 38 1.043e-10 1.043e-10 1.049e-10 1.058e-10 1.294e-10 2.684e-10 7.460e-10 1.241e-09 1.007e-09 6.327e-09 9.616e-01 3.258e-02 1.880e-09 1.090e-09 2.436e-09 1.508e-08 5.187e-10 1.210e-03 4.356e-10 2.762e-03 4.167e-04 2.807e-10 6.625e-04 2.503e-10 2.962e-10 1.873e-10 1.787e-10 5.338e-04 2.204e-10 1.941e-04 1.294e-10 1.339e-10 1.532e-09 1.087e-10 1.607e-10 1.079e-10 1.227e-10 1.092e-10 1.055e-10 1.210e-10 1.286e-10 1.048e-10 1.085e-10 1.043e-10 1.049e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.046e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.044e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 1.043e-10 2.943e-10 +84 EP 39 2.175e-11 2.175e-11 2.201e-11 2.497e-11 1.048e-10 1.883e-10 5.243e-04 1.462e-02 3.876e-02 1.782e-01 6.343e-01 1.323e-01 1.160e-08 2.785e-09 1.021e-09 1.355e-03 6.217e-10 3.838e-10 1.047e-09 2.857e-10 1.027e-10 1.181e-10 1.551e-10 1.921e-10 8.332e-11 3.172e-11 5.007e-11 4.619e-11 4.512e-11 3.185e-11 2.919e-11 4.470e-11 3.674e-11 2.311e-11 3.263e-11 2.251e-11 9.569e-11 2.429e-11 2.175e-11 2.200e-11 2.177e-11 2.188e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.183e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 2.175e-11 1.256e-10 +84 EP 40 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.428e-10 1.516e-10 1.466e-10 2.101e-10 6.307e-10 2.681e-10 1.358e-09 2.425e-10 2.280e-10 2.387e-10 4.245e-10 8.285e-04 3.820e-05 7.625e-10 3.744e-10 4.597e-10 4.582e-09 2.883e-02 2.430e-01 3.586e-01 2.717e-01 7.674e-02 6.204e-03 4.654e-03 7.181e-04 8.440e-09 1.043e-09 3.353e-03 1.077e-03 8.886e-10 1.383e-09 5.864e-10 6.829e-09 1.694e-04 4.795e-10 1.990e-10 2.198e-10 4.516e-04 1.671e-10 5.239e-05 1.842e-10 1.574e-09 1.562e-10 1.888e-10 1.466e-10 1.449e-10 1.567e-10 1.467e-10 1.428e-10 8.828e-05 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 5.477e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.437e-10 1.427e-10 1.435e-10 1.685e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 1.427e-10 3.545e-03 +84 EP 41 5.588e-11 5.588e-11 5.620e-11 8.531e-11 1.376e-04 3.040e-10 2.063e-03 1.611e-03 1.815e-09 6.948e-10 7.184e-09 4.707e-01 4.568e-01 5.975e-02 3.368e-03 3.046e-03 1.157e-09 6.478e-09 1.755e-03 9.833e-10 3.786e-09 1.387e-09 4.985e-10 2.088e-10 3.921e-10 1.249e-10 9.718e-05 2.563e-10 8.634e-11 2.104e-10 1.031e-10 1.356e-10 7.687e-11 1.342e-10 6.687e-11 5.767e-11 1.269e-10 9.553e-11 5.627e-11 7.535e-11 5.590e-11 5.599e-11 5.588e-11 5.594e-11 5.666e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.614e-11 5.588e-11 5.591e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.588e-11 5.947e-04 +84 EP 42 2.635e-11 2.635e-11 2.967e-11 5.633e-11 7.461e-03 9.862e-02 5.477e-01 2.890e-01 4.291e-02 1.187e-02 7.910e-04 9.225e-04 5.997e-04 1.575e-07 7.590e-10 5.991e-11 5.514e-11 1.094e-10 5.418e-05 1.548e-05 2.716e-05 3.439e-11 3.846e-11 3.262e-11 3.009e-11 2.747e-11 5.566e-11 2.768e-11 2.666e-11 2.665e-11 2.681e-11 2.858e-11 2.641e-11 2.637e-11 2.728e-11 2.636e-11 2.878e-11 2.674e-11 2.635e-11 2.636e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.635e-11 2.966e-11 +84 TP 1 7.963e-01 3.852e-10 8.818e-11 1.487e-02 8.577e-04 9.041e-11 1.348e-10 8.815e-11 3.194e-04 2.750e-10 8.776e-04 1.121e-03 3.167e-10 3.338e-04 9.212e-11 3.282e-02 8.816e-11 1.683e-10 9.972e-11 8.879e-11 8.391e-04 8.816e-11 3.977e-04 1.692e-05 1.784e-05 1.010e-09 5.879e-03 1.171e-10 9.106e-11 8.841e-11 8.816e-11 1.009e-10 2.448e-04 2.227e-03 8.819e-11 1.384e-01 2.758e-04 1.736e-10 1.381e-10 4.228e-03 1.117e-10 9.203e-11 +84 TP 2 1.834e-05 3.507e-01 2.995e-02 1.348e-03 2.209e-04 1.468e-07 1.525e-02 1.798e-11 8.633e-03 6.276e-03 1.095e-02 7.824e-03 3.925e-06 5.563e-02 8.128e-02 4.138e-04 1.526e-07 3.052e-02 5.363e-03 4.869e-02 9.831e-04 6.713e-03 7.010e-03 1.701e-03 2.053e-03 1.415e-02 2.569e-03 1.673e-02 2.020e-02 3.879e-03 3.074e-04 9.261e-02 9.649e-10 2.332e-03 1.793e-04 1.139e-04 3.179e-03 2.640e-03 9.760e-02 4.183e-10 2.474e-02 4.724e-02 +84 TP 3 2.521e-11 4.150e-05 2.688e-01 2.660e-11 7.129e-05 1.850e-02 7.923e-11 1.857e-04 7.742e-11 2.659e-09 8.196e-11 1.084e-10 4.597e-08 4.926e-04 7.690e-03 5.838e-11 3.625e-02 1.119e-10 2.880e-08 3.596e-02 1.144e-10 2.023e-01 1.345e-10 1.502e-05 1.482e-03 8.799e-11 1.359e-10 1.470e-10 1.146e-10 9.813e-02 2.332e-02 2.331e-10 9.277e-11 7.541e-05 3.065e-01 2.691e-11 6.624e-11 1.903e-04 1.779e-10 6.429e-06 9.422e-11 2.071e-08 +84 TP 4 7.866e-03 9.240e-11 7.531e-05 5.292e-01 1.105e-03 7.361e-11 1.445e-10 4.661e-11 2.138e-03 1.459e-10 1.303e-02 1.304e-02 6.130e-03 4.996e-10 1.362e-03 1.207e-01 4.895e-11 2.017e-10 7.421e-11 1.954e-04 2.085e-02 4.909e-11 5.118e-03 1.214e-03 2.177e-03 6.378e-10 1.353e-01 1.712e-10 5.627e-11 7.342e-11 4.789e-11 8.183e-11 7.531e-03 3.637e-02 1.167e-10 3.510e-02 1.836e-04 1.896e-03 1.061e-10 5.936e-02 1.064e-10 1.038e-10 +84 TP 5 2.892e-03 1.324e-08 3.269e-04 6.086e-03 9.029e-01 4.485e-10 1.226e-09 3.215e-10 7.770e-10 1.552e-09 2.746e-03 1.900e-08 6.868e-03 8.496e-10 1.427e-03 4.595e-03 9.240e-10 5.480e-03 1.035e-09 5.584e-10 2.236e-02 6.772e-04 9.759e-04 5.402e-10 1.923e-03 1.484e-04 7.003e-03 7.901e-10 3.862e-10 5.382e-10 8.745e-10 4.230e-10 4.439e-09 1.201e-02 7.886e-10 4.841e-03 1.290e-09 4.641e-04 1.520e-09 1.633e-02 4.729e-10 1.471e-09 +84 TP 6 2.744e-05 2.335e-01 3.980e-03 8.081e-04 2.296e-05 2.803e-01 1.110e-02 3.009e-11 8.604e-03 6.237e-03 9.095e-03 4.741e-03 1.888e-07 3.671e-02 6.925e-03 3.799e-04 5.179e-03 2.066e-02 5.595e-03 6.104e-07 7.153e-10 4.464e-03 6.989e-03 1.840e-03 1.066e-09 1.092e-02 1.321e-03 1.471e-02 1.492e-02 6.242e-02 3.243e-10 5.937e-02 5.053e-09 2.895e-03 2.936e-02 1.155e-04 2.027e-03 2.240e-03 6.618e-02 3.099e-10 2.072e-02 6.565e-02 +84 TP 7 4.826e-04 3.579e-09 1.014e-09 1.338e-02 8.886e-06 7.135e-10 2.356e-01 7.972e-11 1.748e-09 1.040e-01 1.531e-01 8.072e-02 4.782e-09 1.641e-08 1.378e-03 5.603e-03 1.982e-10 9.140e-02 3.402e-03 1.049e-02 4.553e-09 5.041e-10 2.922e-08 1.919e-02 7.097e-03 1.507e-01 1.991e-02 6.224e-09 5.173e-04 5.700e-10 1.152e-10 3.243e-03 2.601e-09 3.560e-02 2.754e-10 2.663e-03 3.243e-02 1.048e-04 2.568e-02 3.206e-03 6.139e-06 6.581e-10 +84 TP 8 3.758e-10 4.513e-10 1.446e-08 3.812e-10 1.110e-03 7.609e-04 3.805e-10 5.130e-01 3.808e-10 3.807e-10 3.797e-10 4.107e-10 7.185e-10 3.995e-04 6.184e-10 3.812e-10 4.650e-02 3.886e-10 3.796e-10 4.010e-04 3.806e-10 4.132e-09 3.798e-10 3.763e-10 3.792e-10 3.783e-10 3.767e-10 3.809e-10 3.797e-10 1.329e-09 4.317e-01 4.834e-10 3.793e-10 3.840e-10 6.219e-03 3.765e-10 3.802e-10 3.794e-10 4.140e-10 3.812e-10 3.825e-10 1.503e-09 +84 TP 9 6.843e-11 1.752e-03 2.081e-03 2.840e-03 1.112e-04 2.057e-09 1.112e-01 5.593e-11 3.887e-01 1.322e-02 2.143e-02 1.530e-02 3.232e-02 1.575e-02 1.585e-02 1.175e-03 3.496e-10 1.147e-02 5.711e-04 1.156e-02 1.012e-03 1.298e-04 4.867e-02 3.506e-03 2.526e-02 2.618e-02 3.519e-03 1.211e-01 3.779e-10 1.242e-09 7.481e-11 3.016e-09 4.514e-09 6.283e-03 2.799e-10 5.831e-04 5.272e-03 1.165e-02 5.795e-02 7.356e-09 4.355e-02 1.810e-09 +84 TP 10 1.096e-03 1.620e-09 1.793e-09 1.541e-02 8.154e-04 5.037e-10 1.296e-09 1.592e-10 5.562e-09 2.420e-01 1.191e-06 1.474e-01 3.092e-03 2.674e-03 2.119e-03 7.635e-03 2.198e-10 5.058e-09 1.893e-09 1.604e-03 1.388e-09 2.701e-10 8.922e-10 2.697e-02 3.263e-05 3.945e-01 3.462e-02 5.567e-09 1.541e-09 5.596e-10 9.752e-11 3.225e-09 3.920e-09 6.044e-02 5.281e-10 3.230e-03 5.625e-02 4.168e-08 2.164e-08 8.624e-09 1.977e-09 9.876e-10 +84 TP 11 1.108e-04 3.481e-03 3.504e-03 1.248e-03 2.214e-10 3.754e-10 1.879e-02 3.178e-05 3.997e-02 1.036e-01 4.084e-01 3.081e-05 4.447e-02 1.244e-02 2.103e-02 7.412e-04 9.029e-10 9.323e-02 1.632e-03 9.785e-03 5.014e-10 1.097e-04 1.196e-01 3.519e-04 2.303e-02 4.180e-09 9.867e-10 1.981e-02 7.058e-04 1.909e-10 3.365e-11 1.680e-03 2.483e-02 6.099e-10 2.960e-10 5.476e-10 1.976e-09 2.494e-02 2.247e-02 1.676e-09 5.062e-10 9.610e-10 +84 TP 12 1.006e-03 1.874e-10 7.910e-04 1.967e-02 1.206e-03 2.281e-10 5.911e-07 3.571e-11 1.009e-02 2.072e-06 4.796e-02 4.450e-01 2.701e-02 7.476e-10 6.212e-03 8.093e-03 1.974e-10 6.334e-03 1.189e-04 2.896e-03 1.449e-01 1.520e-04 1.987e-02 5.605e-02 1.046e-02 1.171e-09 3.875e-02 1.938e-03 7.184e-04 9.479e-11 3.625e-11 8.988e-10 2.106e-02 5.666e-02 1.134e-10 3.270e-03 6.052e-02 9.096e-03 1.246e-04 1.882e-09 3.926e-10 1.484e-10 +84 TP 13 1.137e-10 2.127e-07 2.545e-02 2.453e-10 3.646e-10 1.624e-09 9.848e-10 9.716e-11 1.047e-09 6.939e-10 2.076e-09 4.467e-03 2.647e-03 3.548e-01 1.832e-01 8.511e-10 5.606e-10 4.152e-09 1.049e-09 7.579e-02 5.675e-03 4.637e-03 3.720e-04 7.497e-04 3.216e-01 1.789e-09 1.304e-03 8.734e-10 8.365e-03 1.406e-09 4.034e-04 8.097e-07 2.420e-09 2.058e-03 7.174e-10 1.475e-10 1.144e-03 5.782e-03 2.551e-09 1.420e-03 1.976e-09 1.982e-09 +84 TP 14 4.468e-11 6.223e-02 3.192e-02 1.945e-10 8.178e-05 9.757e-10 4.572e-10 3.063e-11 9.579e-10 1.006e-09 9.414e-10 7.183e-05 1.424e-09 3.388e-01 9.293e-02 7.104e-11 3.972e-10 2.268e-09 1.860e-02 7.565e-02 4.364e-10 6.869e-03 3.167e-04 1.192e-04 1.310e-01 8.426e-10 8.689e-05 1.329e-03 3.122e-02 3.682e-08 3.756e-10 1.613e-01 9.941e-08 8.941e-05 1.728e-09 7.724e-06 2.680e-10 2.387e-02 1.487e-02 2.044e-10 6.713e-10 8.628e-03 +84 TP 15 5.739e-10 9.471e-02 1.029e-01 3.743e-11 3.196e-11 1.993e-01 3.461e-10 4.756e-05 5.089e-10 1.125e-10 1.041e-10 7.051e-11 2.446e-09 2.379e-06 2.751e-01 3.778e-11 8.059e-10 3.581e-10 3.439e-10 2.613e-01 1.021e-10 2.429e-02 1.979e-04 1.261e-10 4.609e-03 9.983e-11 3.829e-05 3.409e-10 8.969e-10 3.132e-02 1.592e-03 3.902e-06 3.213e-10 6.807e-11 7.451e-07 4.950e-05 2.908e-04 9.797e-04 7.056e-10 8.187e-06 5.231e-10 3.326e-03 +84 TP 16 1.901e-02 9.639e-11 1.748e-10 1.506e-01 1.806e-03 8.051e-11 1.885e-10 5.426e-11 1.030e-03 1.097e-10 7.286e-03 7.545e-03 2.993e-03 3.651e-10 4.418e-04 5.770e-01 5.521e-11 1.806e-10 8.888e-11 4.088e-04 1.045e-02 5.426e-11 2.642e-03 2.946e-10 2.051e-03 2.162e-10 4.925e-02 1.124e-10 6.572e-11 1.025e-10 5.427e-11 7.599e-11 3.581e-03 1.690e-02 8.482e-05 1.165e-01 7.612e-10 1.079e-03 9.973e-11 2.932e-02 1.278e-10 1.783e-10 +84 TP 17 2.152e-11 1.484e-02 8.857e-09 2.985e-11 7.318e-11 1.919e-02 2.447e-04 1.367e-03 6.377e-04 2.602e-04 4.566e-04 2.349e-04 3.800e-06 2.470e-03 1.061e-09 2.137e-05 4.446e-01 6.088e-04 2.177e-04 3.805e-08 1.109e-09 6.256e-09 3.056e-04 4.275e-05 3.316e-10 3.423e-04 7.503e-05 1.203e-03 7.542e-04 4.935e-02 1.007e-01 3.487e-03 6.644e-08 7.949e-10 2.702e-01 2.157e-11 3.945e-05 3.790e-04 3.911e-03 3.353e-11 1.124e-03 8.292e-02 +84 TP 18 6.356e-11 1.260e-02 1.614e-02 1.748e-10 3.546e-10 4.639e-03 1.126e-02 4.477e-11 3.538e-02 3.523e-03 2.374e-02 1.454e-09 1.118e-01 4.721e-02 6.554e-02 1.395e-10 2.424e-10 2.461e-01 1.354e-08 4.084e-02 6.908e-03 3.077e-03 3.889e-02 4.775e-10 6.891e-02 6.507e-08 3.296e-10 8.256e-02 6.477e-10 1.020e-03 9.700e-11 6.568e-03 8.157e-09 8.477e-09 4.347e-10 1.034e-10 9.515e-10 3.800e-02 1.194e-01 7.555e-10 1.276e-09 1.592e-02 +84 TP 19 3.220e-04 2.292e-02 6.979e-08 3.668e-09 8.111e-10 7.784e-09 2.350e-05 1.717e-10 6.067e-09 3.189e-09 7.747e-09 1.596e-09 5.410e-09 8.987e-09 2.318e-02 9.179e-04 7.861e-10 5.539e-09 2.882e-01 1.042e-02 5.464e-09 2.034e-09 6.202e-03 2.039e-09 5.508e-03 3.674e-09 4.820e-09 4.419e-02 4.145e-01 3.542e-09 7.579e-04 9.330e-02 8.283e-09 1.164e-03 2.517e-03 8.062e-04 2.306e-03 2.445e-09 2.077e-02 5.906e-08 6.184e-02 1.848e-04 +84 TP 20 2.354e-11 1.415e-02 2.577e-01 3.310e-11 3.063e-11 7.353e-02 1.702e-10 2.121e-10 1.234e-10 2.952e-10 1.758e-10 1.569e-10 8.885e-10 1.864e-04 3.038e-02 3.138e-11 2.549e-04 1.511e-10 1.703e-10 2.782e-01 9.854e-11 6.497e-02 1.213e-10 3.688e-11 4.866e-03 9.312e-11 2.572e-09 3.883e-10 6.379e-04 2.365e-01 4.749e-03 1.794e-03 2.146e-10 1.574e-10 3.152e-02 2.613e-11 1.349e-10 6.227e-04 1.023e-09 1.809e-05 2.187e-10 1.882e-09 +84 TP 21 2.390e-10 1.358e-08 1.596e-03 4.711e-10 2.504e-04 1.489e-09 3.714e-09 8.502e-11 2.464e-02 3.532e-09 2.321e-01 1.705e-09 3.999e-02 6.191e-03 1.124e-02 2.382e-10 2.449e-10 4.967e-02 2.347e-03 5.945e-03 1.202e-01 1.874e-04 4.841e-02 6.060e-10 1.698e-02 3.917e-01 4.268e-10 6.023e-03 3.289e-03 3.005e-10 8.354e-05 7.856e-04 2.200e-02 8.001e-10 3.081e-10 2.537e-09 3.883e-10 1.220e-02 4.191e-03 4.052e-10 1.110e-09 6.891e-10 +84 TP 22 3.775e-11 6.573e-10 2.605e-02 3.836e-11 1.113e-04 1.533e-03 1.873e-10 2.086e-03 1.506e-10 4.486e-05 1.396e-10 2.794e-10 1.466e-10 4.141e-10 2.308e-03 5.362e-11 3.479e-01 1.400e-10 8.220e-11 6.105e-03 3.891e-08 2.822e-01 8.587e-11 5.458e-11 4.662e-04 3.565e-10 2.351e-10 8.668e-11 2.306e-10 1.682e-02 1.389e-01 1.540e-10 3.262e-10 4.491e-11 1.754e-01 3.776e-11 5.975e-11 8.028e-11 1.090e-10 3.786e-11 2.293e-10 2.138e-08 +84 TP 23 1.913e-10 2.870e-07 4.026e-03 6.015e-10 2.795e-04 1.126e-09 1.584e-01 7.428e-11 1.809e-01 7.448e-03 2.194e-09 8.644e-10 5.516e-02 1.017e-02 2.304e-02 2.766e-10 2.293e-10 8.121e-02 4.260e-03 8.809e-03 1.052e-09 8.358e-10 3.208e-01 4.727e-10 2.560e-02 6.015e-09 7.303e-10 3.328e-02 2.352e-04 8.323e-10 5.411e-05 3.266e-03 3.614e-02 3.066e-09 5.721e-10 3.006e-10 7.590e-10 1.464e-02 3.237e-02 1.943e-09 1.855e-09 2.731e-09 +84 TP 24 1.859e-03 4.721e-10 1.456e-09 8.026e-02 2.296e-03 3.572e-10 1.146e-09 1.372e-10 4.532e-03 3.187e-09 7.201e-03 1.932e-09 7.672e-03 1.108e-09 5.539e-03 3.564e-02 1.467e-10 7.614e-09 8.467e-10 2.984e-03 4.223e-09 1.391e-10 1.051e-02 2.400e-01 7.056e-03 6.157e-09 1.581e-01 5.345e-05 3.345e-09 3.411e-10 1.411e-10 2.449e-09 1.566e-02 2.132e-07 2.795e-10 1.131e-02 4.008e-01 8.441e-03 1.065e-04 2.179e-09 1.210e-09 3.914e-10 +84 TP 25 6.522e-11 2.810e-01 5.692e-02 1.505e-10 1.273e-05 1.691e-06 3.768e-10 4.374e-11 8.267e-10 2.250e-04 1.304e-09 3.375e-08 4.516e-04 3.050e-04 2.656e-01 7.150e-11 6.189e-10 1.367e-09 4.631e-10 1.392e-01 2.272e-09 1.186e-02 1.532e-07 9.227e-06 2.134e-01 4.266e-10 2.409e-04 4.545e-07 1.655e-03 8.345e-04 4.962e-04 2.618e-02 8.969e-04 2.130e-04 5.343e-06 6.121e-11 6.710e-10 4.148e-04 2.521e-09 1.637e-10 1.542e-09 9.992e-09 +84 TP 26 5.199e-04 2.718e-10 3.991e-04 1.124e-02 4.139e-04 1.434e-10 2.459e-04 3.230e-11 1.875e-02 1.421e-09 1.140e-01 1.323e-01 2.795e-02 3.874e-03 1.121e-02 5.927e-03 9.066e-11 1.881e-02 1.014e-09 5.756e-03 1.275e-09 4.689e-05 2.991e-02 2.144e-02 1.404e-02 4.495e-01 1.950e-02 6.851e-03 1.046e-03 1.015e-10 3.308e-11 6.588e-04 1.615e-02 3.643e-02 1.916e-10 1.688e-03 3.379e-02 1.155e-02 6.057e-03 9.491e-07 8.614e-10 2.300e-10 +84 TP 27 3.128e-03 1.772e-10 1.407e-04 1.225e-01 1.803e-03 6.873e-11 1.053e-10 4.167e-11 2.785e-03 1.843e-10 1.784e-02 2.203e-02 1.046e-02 5.455e-10 1.585e-03 4.173e-02 4.427e-11 2.715e-10 3.155e-10 6.414e-04 3.482e-02 4.286e-11 5.781e-03 4.781e-04 3.639e-03 5.312e-10 5.105e-01 1.353e-10 6.786e-11 9.442e-11 4.234e-11 1.386e-10 1.045e-02 5.313e-02 8.683e-11 1.766e-02 8.292e-09 3.697e-03 1.602e-10 1.352e-01 9.012e-11 1.136e-10 +84 TP 28 1.784e-04 5.472e-03 8.798e-03 2.163e-04 1.150e-04 9.491e-05 3.177e-03 4.989e-11 1.397e-02 1.339e-09 3.409e-09 3.400e-09 3.696e-02 3.744e-02 3.401e-02 7.636e-09 3.068e-10 2.979e-09 1.670e-02 2.218e-02 6.046e-10 1.065e-03 4.291e-05 4.577e-04 2.759e-02 5.744e-10 6.985e-10 3.404e-01 5.691e-09 2.388e-09 1.271e-05 4.609e-10 1.181e-09 5.234e-10 4.491e-10 1.590e-09 2.797e-10 3.587e-02 1.769e-01 2.886e-10 2.381e-01 2.647e-04 +84 TP 29 6.209e-04 4.555e-02 1.907e-08 1.602e-02 9.013e-04 2.168e-08 7.274e-02 1.271e-10 1.506e-02 4.209e-02 1.083e-01 7.887e-02 1.707e-08 1.523e-07 1.150e-08 6.236e-03 8.587e-10 2.451e-02 5.298e-09 3.414e-03 4.129e-07 1.769e-09 4.290e-02 1.493e-02 2.380e-07 1.169e-01 2.464e-02 1.054e-02 1.886e-02 2.801e-03 5.371e-10 5.395e-09 6.506e-08 3.192e-02 1.615e-03 1.500e-03 4.011e-02 2.387e-09 5.731e-09 1.001e-08 2.706e-01 8.379e-03 +84 TP 30 2.386e-11 1.022e-01 1.046e-08 3.194e-04 2.018e-05 1.868e-01 3.569e-03 2.398e-05 5.138e-03 2.608e-03 3.802e-03 1.753e-03 1.089e-09 1.161e-02 1.774e-08 1.098e-04 2.176e-02 2.958e-03 1.641e-03 1.125e-09 1.417e-09 1.581e-02 3.573e-03 8.225e-04 8.006e-10 3.407e-03 4.453e-04 7.149e-03 9.154e-03 3.038e-01 8.421e-04 2.871e-02 1.099e-09 1.086e-03 1.021e-01 7.524e-11 8.673e-04 8.640e-10 2.920e-02 1.093e-04 4.046e-03 1.446e-01 +84 TP 31 3.691e-11 1.511e-03 8.862e-07 3.709e-05 3.735e-05 2.226e-03 7.955e-05 4.020e-02 6.429e-11 4.189e-05 1.224e-04 1.346e-04 8.915e-05 6.820e-04 1.018e-03 3.741e-05 3.101e-01 2.807e-04 1.332e-09 3.077e-05 2.110e-10 6.016e-09 1.368e-04 3.919e-11 2.419e-10 4.796e-05 4.491e-11 1.381e-09 1.551e-04 9.252e-03 5.499e-01 4.167e-04 1.179e-10 3.965e-05 6.910e-02 4.188e-11 2.343e-10 1.595e-04 3.836e-04 3.691e-05 3.558e-04 1.338e-02 +84 TP 32 1.732e-04 6.021e-02 6.580e-03 3.091e-03 1.187e-05 4.166e-03 3.320e-02 4.999e-11 2.259e-02 1.643e-02 3.328e-02 2.175e-02 3.278e-07 2.312e-09 3.085e-02 1.895e-03 2.421e-04 8.031e-02 1.826e-02 4.740e-03 1.163e-08 1.372e-08 1.771e-02 5.212e-03 2.686e-03 3.740e-02 7.105e-03 3.253e-02 7.788e-02 7.800e-04 2.528e-04 1.498e-01 5.447e-09 1.009e-02 1.998e-03 9.422e-04 9.594e-03 2.043e-09 2.012e-01 1.723e-09 7.262e-02 3.450e-02 +84 TP 33 3.805e-10 4.173e-03 1.717e-08 1.624e-09 1.249e-09 2.986e-03 1.874e-09 2.451e-10 1.824e-02 1.966e-03 1.888e-09 5.502e-04 3.359e-08 6.403e-02 3.703e-03 1.607e-03 7.688e-10 1.660e-09 3.236e-08 1.447e-02 1.403e-09 9.003e-10 1.040e-09 1.697e-09 1.964e-08 1.152e-09 3.809e-03 4.896e-01 1.474e-09 8.165e-09 8.556e-10 7.291e-03 1.664e-02 4.427e-03 1.270e-09 9.610e-04 2.905e-09 3.656e-01 5.977e-09 1.013e-08 1.456e-09 3.853e-09 +84 TP 34 8.063e-04 2.362e-10 8.458e-04 3.829e-10 4.870e-04 1.631e-10 7.405e-10 5.008e-11 6.125e-03 1.896e-03 5.861e-02 1.628e-01 2.849e-02 1.523e-09 5.179e-03 1.372e-08 6.751e-11 9.681e-03 7.765e-05 1.856e-03 1.396e-01 6.534e-11 1.819e-02 9.671e-02 6.189e-03 4.309e-03 1.450e-09 1.327e-09 9.100e-04 1.216e-10 5.236e-11 1.074e-04 1.759e-02 4.329e-01 1.247e-10 1.706e-09 1.388e-08 6.293e-03 3.508e-04 5.299e-10 9.082e-10 1.580e-10 +84 TP 35 1.642e-11 4.718e-02 3.762e-03 3.840e-05 1.973e-11 5.295e-02 1.634e-03 1.529e-04 1.086e-03 8.402e-04 1.220e-03 5.851e-04 1.110e-03 6.668e-03 1.110e-05 1.676e-05 8.988e-02 1.153e-03 9.284e-04 5.998e-09 1.116e-10 4.403e-02 8.622e-04 1.257e-04 1.487e-04 1.390e-03 7.991e-05 2.183e-03 2.466e-03 1.294e-01 1.670e-02 9.694e-03 2.637e-10 2.846e-05 3.782e-01 1.940e-11 2.806e-04 1.171e-09 1.490e-02 7.334e-05 4.231e-03 1.860e-01 +84 TP 36 1.049e-01 1.095e-10 6.646e-05 4.544e-02 7.828e-04 7.253e-11 9.387e-11 6.702e-11 2.513e-04 1.049e-10 2.101e-03 4.141e-03 6.029e-04 5.608e-04 9.011e-11 1.503e-01 6.929e-11 1.578e-10 1.635e-10 8.266e-11 6.125e-03 6.702e-11 2.064e-03 3.107e-05 7.931e-04 2.955e-10 2.207e-02 1.293e-10 6.991e-11 7.023e-11 6.710e-11 8.964e-11 1.376e-03 8.441e-03 1.082e-10 6.328e-01 6.072e-10 9.368e-04 1.160e-10 1.629e-02 8.717e-11 7.797e-11 +84 TP 37 1.514e-03 1.320e-10 5.074e-05 5.817e-02 1.698e-03 8.429e-11 3.594e-10 5.061e-11 4.952e-03 4.365e-10 2.754e-02 3.647e-02 1.684e-02 1.537e-04 4.169e-03 2.421e-02 5.359e-11 3.021e-09 5.430e-10 1.481e-03 5.199e-02 5.074e-11 1.228e-02 1.316e-09 5.817e-03 2.707e-09 1.538e-01 2.810e-10 4.760e-04 8.847e-11 5.072e-11 8.787e-10 1.310e-02 1.008e-01 1.524e-10 9.232e-03 4.687e-01 6.495e-03 3.969e-10 1.283e-09 7.662e-05 1.217e-10 +84 TP 38 1.999e-10 1.470e-08 1.733e-02 7.953e-05 1.653e-04 2.516e-09 1.015e-09 1.047e-10 1.428e-09 5.676e-10 2.418e-09 1.767e-03 1.513e-02 2.965e-01 5.186e-02 2.948e-10 5.193e-10 1.555e-09 2.030e-01 3.898e-02 2.035e-03 4.786e-04 6.760e-10 8.185e-10 6.339e-02 4.025e-09 6.000e-10 1.586e-08 7.003e-08 2.426e-09 1.740e-10 3.763e-09 3.978e-09 1.709e-04 1.442e-09 3.158e-10 4.161e-09 2.692e-01 3.920e-02 6.956e-04 3.225e-09 2.099e-09 +84 TP 39 3.209e-11 8.959e-03 2.144e-02 1.128e-10 6.522e-05 2.840e-03 1.687e-02 2.273e-11 1.298e-02 6.893e-03 1.236e-02 2.006e-03 1.288e-03 1.088e-01 6.768e-02 4.321e-11 2.431e-10 8.412e-02 1.413e-04 4.929e-02 2.419e-03 4.127e-03 8.225e-03 3.734e-04 7.339e-02 7.784e-03 1.165e-10 4.879e-02 2.354e-03 1.782e-05 1.545e-05 3.901e-10 1.893e-09 8.898e-04 6.606e-10 4.260e-11 2.899e-10 1.580e-09 3.778e-01 1.528e-10 5.604e-02 2.205e-02 +84 TP 40 1.110e-04 1.327e-09 1.080e-09 7.686e-10 1.198e-09 2.341e-10 9.567e-10 1.427e-10 2.623e-03 8.545e-04 2.415e-02 5.031e-02 1.759e-02 3.015e-04 4.160e-03 1.516e-09 1.500e-10 6.151e-09 5.378e-04 3.498e-03 6.830e-02 1.441e-10 1.638e-02 2.047e-06 5.724e-03 2.579e-03 2.355e-09 8.154e-10 9.969e-10 3.761e-10 1.437e-10 1.313e-09 2.016e-02 2.185e-01 2.469e-10 2.089e-09 3.419e-01 4.127e-03 4.993e-04 2.177e-01 7.887e-10 4.021e-10 +84 TP 41 7.274e-10 1.449e-02 5.502e-03 6.234e-03 6.929e-04 6.439e-04 1.148e-01 5.624e-11 8.256e-02 4.576e-02 7.989e-02 5.378e-02 4.036e-09 2.280e-02 1.382e-02 4.091e-03 4.063e-10 1.068e-01 1.867e-03 8.901e-03 3.751e-03 3.290e-09 5.054e-02 1.213e-02 1.267e-02 9.397e-02 1.714e-02 5.455e-03 3.958e-09 8.799e-09 6.801e-05 6.546e-09 3.894e-08 2.144e-02 5.352e-10 1.262e-03 2.185e-02 3.383e-03 6.243e-02 1.752e-09 1.293e-01 1.965e-03 +84 TP 42 2.853e-11 1.301e-01 1.431e-01 9.535e-11 6.565e-05 1.784e-02 6.383e-03 5.272e-11 9.359e-09 1.465e-03 2.696e-03 2.965e-03 3.933e-03 4.047e-02 1.073e-01 1.075e-10 5.104e-07 2.746e-02 7.354e-10 1.119e-01 5.795e-10 5.862e-02 1.971e-09 3.555e-10 5.685e-05 5.372e-03 1.724e-09 3.306e-03 6.005e-05 1.176e-09 8.128e-03 1.925e-02 7.265e-10 3.436e-04 2.213e-09 7.704e-11 8.256e-10 7.861e-10 6.630e-02 9.627e-10 1.972e-02 2.233e-01 +85 IP 1 3.448e-09 +85 IP 2 3.051e-02 +85 IP 3 3.813e-01 +85 IP 4 3.401e-09 +85 IP 5 7.169e-09 +85 IP 6 3.411e-09 +85 IP 7 3.401e-09 +85 IP 8 3.403e-09 +85 IP 9 3.402e-09 +85 IP 10 5.017e-03 +85 IP 11 3.487e-09 +85 IP 12 2.593e-03 +85 IP 13 3.402e-09 +85 IP 14 3.401e-09 +85 IP 15 3.401e-09 +85 IP 16 4.113e-09 +85 IP 17 9.707e-03 +85 IP 18 3.401e-09 +85 IP 19 3.593e-01 +85 IP 20 1.431e-02 +85 IP 21 7.811e-09 +85 IP 22 3.403e-09 +85 IP 23 3.398e-03 +85 IP 24 3.401e-09 +85 IP 25 3.986e-09 +85 IP 26 4.228e-02 +85 IP 27 4.717e-09 +85 IP 28 3.401e-09 +85 IP 29 3.267e-03 +85 IP 30 3.401e-09 +85 IP 31 3.401e-09 +85 IP 32 3.403e-09 +85 IP 33 1.002e-01 +85 IP 34 3.403e-09 +85 IP 35 3.406e-09 +85 IP 36 3.402e-09 +85 IP 37 9.088e-03 +85 IP 38 3.901e-02 +85 IP 39 3.401e-09 +85 IP 40 3.464e-09 +85 IP 41 3.402e-09 +85 IP 42 3.401e-09 +85 IP 43 3.403e-09 +85 EP 1 4.104e-11 4.104e-11 4.294e-11 4.821e-11 1.981e-04 4.993e-04 1.076e-09 1.443e-09 5.510e-06 3.749e-08 9.654e-01 3.186e-02 1.235e-09 2.045e-07 1.515e-03 4.137e-10 1.037e-04 4.255e-04 2.928e-10 8.568e-10 2.922e-10 1.561e-09 1.160e-09 1.953e-10 1.558e-10 6.651e-11 9.632e-11 7.499e-11 6.261e-11 4.469e-11 4.626e-11 6.061e-11 4.985e-11 5.648e-11 4.153e-11 4.234e-11 4.128e-11 4.114e-11 4.851e-11 4.155e-11 4.122e-11 4.106e-11 4.112e-11 4.105e-11 4.104e-11 4.128e-11 4.105e-11 4.105e-11 4.104e-11 4.104e-11 4.126e-11 4.104e-11 4.104e-11 4.105e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 4.104e-11 1.309e-10 +85 EP 2 1.758e-11 1.758e-11 2.225e-11 4.288e-11 1.964e-04 9.672e-01 2.873e-02 3.330e-03 9.516e-10 2.496e-10 2.015e-04 9.474e-05 1.380e-04 1.006e-04 1.438e-05 2.641e-11 2.656e-11 1.927e-11 2.277e-11 8.327e-11 1.771e-11 2.037e-11 1.771e-11 1.770e-11 1.763e-11 1.760e-11 1.778e-11 1.758e-11 1.758e-11 1.870e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.758e-11 1.772e-11 +85 EP 3 4.223e-11 4.294e-11 3.986e-10 9.743e-01 2.366e-02 1.099e-03 7.335e-04 1.673e-04 1.148e-10 4.308e-05 5.533e-09 5.227e-11 5.730e-11 4.496e-11 4.691e-11 4.234e-11 1.886e-10 4.227e-11 4.228e-11 4.238e-11 4.224e-11 4.232e-11 4.224e-11 4.223e-11 4.226e-11 4.224e-11 4.225e-11 4.223e-11 4.223e-11 4.244e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.224e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.266e-11 +85 EP 4 9.865e-11 9.865e-11 9.949e-11 9.879e-11 9.985e-11 1.088e-10 1.500e-10 1.221e-03 1.866e-03 2.034e-03 2.021e-03 5.752e-09 1.274e-03 4.404e-03 5.039e-10 9.561e-10 5.804e-03 2.225e-01 4.537e-01 2.307e-01 6.522e-02 6.561e-03 1.731e-09 1.153e-08 4.387e-09 5.548e-09 9.089e-04 6.619e-10 1.094e-04 4.702e-10 4.199e-10 8.045e-10 2.563e-10 1.197e-09 5.218e-10 5.876e-05 2.749e-10 2.053e-10 1.094e-04 1.101e-10 1.144e-04 2.170e-10 1.802e-04 1.022e-10 1.020e-10 1.225e-10 1.185e-10 1.132e-10 9.866e-11 9.865e-11 1.075e-10 9.865e-11 9.866e-11 9.946e-11 9.865e-11 9.865e-11 9.868e-11 9.869e-11 9.865e-11 9.867e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 9.865e-11 1.185e-03 +85 EP 5 4.679e-11 4.679e-11 5.339e-11 5.625e-11 1.929e-10 2.103e-03 2.353e-09 5.337e-09 9.574e-01 2.839e-02 1.715e-03 5.999e-03 3.041e-03 7.993e-04 3.070e-09 5.617e-04 7.997e-10 4.243e-10 3.084e-05 1.790e-10 7.325e-11 1.999e-10 9.028e-11 3.277e-10 7.525e-11 6.869e-11 5.392e-11 5.466e-11 5.339e-11 5.063e-11 4.823e-11 5.510e-11 4.874e-11 6.035e-11 4.701e-11 4.729e-11 4.711e-11 4.690e-11 5.754e-11 4.689e-11 4.721e-11 4.681e-11 4.682e-11 4.679e-11 4.679e-11 4.687e-11 4.679e-11 4.687e-11 4.679e-11 4.679e-11 4.686e-11 4.690e-11 4.679e-11 4.680e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.680e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 4.679e-11 1.254e-10 +85 EP 6 9.827e-11 9.827e-11 9.853e-11 1.010e-10 2.712e-10 1.225e-10 2.984e-10 1.176e-09 1.513e-09 5.901e-10 5.872e-09 5.824e-01 3.611e-01 3.255e-02 5.826e-09 4.264e-08 2.648e-03 2.604e-03 3.046e-03 4.496e-03 3.114e-03 3.270e-03 4.940e-04 3.483e-04 1.093e-03 3.145e-04 2.697e-10 2.310e-10 1.839e-04 4.283e-04 1.363e-10 4.244e-04 1.186e-10 1.409e-10 1.144e-10 5.377e-05 2.981e-10 1.042e-10 1.141e-10 1.068e-10 2.776e-10 2.069e-10 9.895e-11 9.827e-11 9.827e-11 9.633e-05 9.827e-11 9.839e-11 9.827e-11 9.827e-11 1.228e-10 9.828e-11 9.827e-11 9.846e-11 9.830e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-05 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.832e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 9.827e-11 1.262e-03 +85 EP 7 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.186e-10 1.187e-10 1.352e-10 1.271e-10 2.413e-10 2.826e-10 2.242e-10 2.691e-10 3.610e-04 9.745e-10 8.055e-10 8.842e-05 1.210e-03 1.795e-03 7.345e-10 3.593e-10 3.018e-03 2.847e-01 4.041e-01 2.101e-01 7.587e-02 4.404e-09 5.993e-03 3.924e-03 6.249e-09 2.017e-03 1.717e-03 5.596e-10 5.598e-04 1.081e-03 3.546e-04 1.223e-03 2.513e-10 3.100e-04 4.688e-04 1.385e-10 5.538e-05 2.703e-04 1.277e-10 1.507e-10 1.336e-10 6.491e-05 1.341e-10 1.349e-10 1.188e-10 1.199e-10 1.418e-10 1.319e-07 1.185e-10 1.962e-10 1.863e-04 1.185e-10 1.192e-10 1.192e-10 1.185e-10 1.186e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.840e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.187e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 1.185e-10 5.063e-04 +85 EP 8 7.126e-11 7.126e-11 7.256e-11 7.581e-11 5.673e-10 4.937e-09 9.461e-10 1.285e-09 3.163e-09 1.331e-09 2.737e-02 9.683e-01 9.380e-09 8.361e-10 3.285e-07 2.506e-03 9.112e-04 3.721e-10 6.051e-08 8.102e-04 4.902e-10 6.774e-10 4.980e-05 1.962e-10 1.746e-10 1.260e-10 1.146e-10 8.924e-11 1.261e-10 6.794e-05 7.275e-11 7.648e-11 7.186e-11 7.294e-11 7.143e-11 8.275e-11 7.283e-11 7.163e-11 7.171e-11 7.133e-11 7.331e-11 7.127e-11 7.126e-11 7.126e-11 7.126e-11 8.482e-11 7.126e-11 7.127e-11 7.126e-11 7.126e-11 7.126e-11 7.128e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.291e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 7.126e-11 1.587e-10 +85 EP 9 5.783e-11 5.783e-11 6.049e-11 6.744e-11 3.324e-10 5.079e-10 4.639e-09 5.132e-10 2.146e-09 6.083e-01 3.758e-01 2.588e-03 2.454e-09 2.974e-03 9.292e-04 1.379e-04 4.520e-03 3.825e-03 6.576e-04 1.777e-08 3.366e-09 1.641e-04 3.646e-10 4.730e-10 1.499e-09 1.384e-10 1.862e-10 1.159e-10 4.281e-05 1.280e-10 6.325e-11 2.506e-09 6.612e-11 6.503e-11 5.850e-11 5.908e-11 1.258e-10 5.829e-11 5.968e-11 5.792e-11 6.113e-05 5.886e-11 5.795e-11 5.784e-11 5.784e-11 5.810e-11 5.784e-11 5.786e-11 5.783e-11 5.783e-11 5.784e-11 5.831e-11 5.783e-11 5.788e-11 5.785e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.939e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 5.783e-11 8.386e-06 +85 EP 10 1.935e-11 1.935e-11 3.416e-11 3.476e-11 5.477e-10 2.831e-03 3.296e-02 9.609e-01 1.316e-04 1.493e-03 2.161e-09 1.255e-03 4.975e-10 1.577e-04 1.684e-04 1.244e-04 3.541e-07 4.842e-11 5.582e-11 4.959e-11 2.675e-11 5.179e-11 2.925e-11 2.567e-11 2.465e-11 2.008e-11 2.137e-11 1.987e-11 1.982e-11 5.688e-11 1.937e-11 2.017e-11 1.947e-11 1.938e-11 1.935e-11 1.937e-11 1.948e-11 1.935e-11 1.939e-11 1.935e-11 1.966e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.936e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 1.935e-11 2.725e-11 +85 EP 11 7.760e-11 7.760e-11 7.838e-11 8.134e-11 3.501e-09 3.402e-10 1.454e-09 1.034e-09 1.431e-09 5.076e-02 9.347e-01 6.698e-03 2.029e-09 1.232e-03 4.330e-09 1.099e-03 9.149e-04 2.032e-03 6.524e-04 5.791e-04 7.239e-04 2.156e-04 3.480e-10 1.613e-10 7.763e-05 1.818e-10 9.143e-05 1.166e-04 1.525e-04 9.897e-10 8.714e-11 1.046e-10 8.000e-11 8.581e-11 7.973e-11 1.367e-09 8.787e-11 7.849e-11 8.099e-11 7.780e-11 8.034e-11 9.293e-11 7.764e-11 7.762e-11 7.760e-11 8.184e-11 7.762e-11 7.769e-11 7.760e-11 7.760e-11 8.257e-11 7.761e-11 7.761e-11 7.762e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 1.341e-10 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 7.760e-11 1.765e-10 +85 EP 12 3.068e-11 3.068e-11 3.376e-11 3.800e-11 3.989e-05 1.603e-07 7.408e-10 8.153e-02 9.148e-01 1.079e-07 2.863e-09 8.882e-04 1.940e-04 2.102e-03 2.672e-06 1.261e-09 3.580e-04 2.297e-10 4.760e-08 7.593e-11 7.190e-11 1.318e-10 4.050e-05 5.272e-06 1.251e-10 3.400e-11 4.160e-11 3.365e-11 3.540e-11 4.043e-11 3.086e-11 3.712e-11 3.165e-11 3.120e-11 3.071e-11 3.073e-11 3.769e-11 3.071e-11 3.082e-11 3.069e-11 4.735e-11 3.074e-11 3.068e-11 3.068e-11 3.068e-11 3.074e-11 3.068e-11 3.069e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.069e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.077e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 1.841e-10 +85 EP 13 4.489e-11 4.489e-11 4.505e-11 4.495e-11 4.531e-11 4.703e-11 5.454e-11 6.745e-11 1.194e-04 2.174e-10 1.610e-09 1.006e-03 5.548e-04 6.841e-04 4.403e-10 1.475e-09 2.592e-03 4.710e-03 9.396e-10 2.529e-10 1.072e-01 4.083e-01 3.821e-01 9.093e-02 9.362e-10 1.623e-09 1.693e-03 9.870e-09 2.261e-09 7.709e-10 2.414e-10 2.613e-10 2.065e-09 3.627e-10 1.338e-04 1.121e-10 4.101e-10 1.483e-10 1.030e-10 4.996e-11 1.076e-10 3.711e-05 5.291e-11 4.559e-11 4.569e-11 5.020e-11 4.573e-11 5.588e-11 4.490e-11 4.505e-11 4.748e-11 4.504e-11 4.490e-11 4.559e-11 4.493e-11 4.634e-11 4.931e-11 4.491e-11 4.489e-11 4.883e-11 4.497e-11 4.489e-11 4.489e-11 4.489e-11 4.720e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.494e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 4.489e-11 1.932e-09 +85 EP 14 1.738e-10 1.738e-10 1.741e-10 1.739e-10 1.741e-10 1.753e-10 1.890e-10 1.826e-10 1.968e-10 6.047e-10 4.976e-04 1.829e-09 4.018e-04 2.673e-08 8.889e-10 1.704e-04 6.960e-10 1.261e-03 1.547e-03 5.965e-10 6.130e-04 4.413e-03 2.274e-09 4.950e-10 8.928e-10 8.254e-02 2.792e-01 3.756e-01 2.096e-01 4.242e-02 4.330e-07 2.143e-09 8.113e-09 2.475e-09 8.888e-10 2.610e-09 3.268e-05 3.592e-09 8.434e-10 2.537e-09 7.016e-10 1.288e-09 3.852e-10 1.910e-10 4.340e-06 2.116e-10 2.016e-10 1.346e-09 3.203e-10 2.730e-05 2.719e-10 1.741e-10 1.948e-10 1.742e-10 1.739e-10 1.807e-10 6.438e-05 1.751e-10 1.738e-10 2.039e-04 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.743e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.738e-10 1.427e-03 +85 EP 15 4.008e-11 4.008e-11 4.014e-11 4.009e-11 4.021e-11 4.076e-11 4.456e-05 4.679e-11 5.855e-05 1.549e-04 1.341e-04 2.130e-04 2.140e-09 3.817e-04 3.453e-04 4.415e-04 5.405e-04 7.125e-04 3.208e-04 1.314e-10 5.425e-10 6.167e-04 4.612e-02 3.212e-01 4.085e-01 1.980e-01 1.739e-02 4.492e-10 1.331e-09 2.859e-03 7.367e-10 3.459e-04 5.120e-04 6.349e-05 5.479e-10 2.632e-10 4.349e-05 6.521e-05 4.996e-05 6.589e-11 1.863e-10 2.406e-10 6.487e-11 4.440e-11 5.839e-11 5.586e-11 4.534e-11 5.118e-11 4.110e-11 4.156e-11 4.360e-11 5.119e-11 4.071e-11 4.279e-11 4.700e-11 4.073e-11 6.439e-11 4.083e-11 4.009e-11 5.082e-11 4.047e-11 4.008e-11 4.010e-11 4.008e-11 4.054e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.569e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 4.008e-11 8.963e-04 +85 EP 16 1.013e-10 1.013e-10 1.033e-10 1.022e-10 1.760e-10 8.793e-09 3.283e-04 1.986e-03 3.210e-09 1.175e-07 2.192e-09 7.334e-02 8.266e-01 8.905e-02 2.154e-09 3.481e-09 6.597e-03 7.516e-04 2.159e-08 3.793e-04 4.446e-10 3.820e-04 5.779e-10 3.520e-04 1.077e-08 4.948e-10 1.973e-04 2.302e-10 1.439e-10 1.522e-10 2.806e-10 1.323e-10 1.264e-10 1.501e-10 1.104e-10 1.617e-09 1.286e-10 1.155e-10 1.945e-10 1.029e-10 1.792e-10 1.016e-10 1.017e-10 1.015e-10 1.013e-10 1.029e-10 1.013e-10 1.194e-10 1.013e-10 1.013e-10 1.090e-10 1.015e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.014e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.040e-06 +85 EP 17 1.684e-11 1.684e-11 1.801e-11 4.458e-11 3.407e-03 2.366e-02 8.988e-01 7.167e-02 2.451e-08 1.542e-03 7.947e-04 1.223e-04 1.092e-07 1.976e-10 7.642e-11 3.097e-11 2.482e-05 2.452e-11 2.438e-11 2.580e-11 1.967e-11 6.077e-11 2.033e-11 1.777e-11 2.125e-11 1.726e-11 1.744e-11 1.699e-11 1.703e-11 1.170e-10 1.688e-11 1.697e-11 1.687e-11 1.730e-11 1.685e-11 1.685e-11 1.685e-11 1.684e-11 1.697e-11 1.684e-11 1.686e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.685e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 1.684e-11 2.867e-11 +85 EP 18 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.078e-11 5.091e-11 5.320e-11 5.159e-11 6.297e-11 5.166e-11 5.502e-11 7.133e-11 7.735e-11 7.726e-11 6.269e-11 5.485e-11 8.416e-11 5.477e-11 8.890e-11 1.314e-04 1.168e-10 2.361e-05 2.187e-10 6.872e-04 5.186e-04 1.203e-03 2.529e-10 3.627e-10 7.956e-10 1.493e-10 2.336e-10 2.137e-02 1.279e-01 2.220e-01 2.413e-01 1.983e-01 1.081e-01 5.091e-02 2.139e-02 3.905e-03 1.871e-03 3.179e-09 5.793e-09 1.576e-10 1.669e-10 1.538e-04 4.124e-05 8.479e-11 9.088e-11 1.281e-10 1.630e-10 4.737e-10 9.377e-11 3.019e-05 5.487e-05 6.734e-11 6.106e-11 6.389e-11 5.774e-05 7.402e-11 5.275e-11 5.190e-11 1.552e-10 5.183e-11 5.070e-11 5.070e-11 5.070e-11 5.175e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.073e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 1.576e-09 +85 EP 19 4.205e-10 4.205e-03 9.625e-01 3.329e-02 1.492e-09 1.676e-09 1.627e-09 5.603e-10 4.434e-10 4.722e-10 4.679e-10 4.221e-10 4.232e-10 4.237e-10 4.211e-10 4.205e-10 4.536e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.206e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 4.205e-10 +85 EP 20 2.888e-11 2.888e-11 5.707e-11 4.719e-11 1.545e-08 1.764e-02 9.585e-01 2.037e-02 1.079e-09 1.071e-03 1.067e-03 1.020e-03 3.690e-05 2.213e-04 1.089e-10 6.205e-05 1.067e-09 3.497e-11 4.421e-11 2.953e-05 3.062e-11 7.312e-06 3.065e-11 2.962e-11 2.945e-11 2.898e-11 2.986e-11 2.890e-11 2.891e-11 3.150e-11 2.888e-11 2.894e-11 2.888e-11 2.889e-11 2.888e-11 2.888e-11 2.889e-11 2.888e-11 2.926e-11 2.888e-11 2.889e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.888e-11 2.995e-11 +85 EP 21 4.682e-11 4.682e-11 5.089e-11 5.589e-11 2.978e-10 8.218e-10 4.746e-01 3.346e-01 1.540e-01 2.687e-02 8.040e-03 1.537e-04 1.039e-03 6.843e-04 1.036e-09 2.818e-06 1.705e-10 1.502e-10 2.014e-10 1.050e-10 5.751e-11 1.142e-10 5.165e-11 5.369e-11 5.040e-11 5.136e-11 1.616e-10 4.761e-11 4.745e-11 4.951e-11 4.686e-11 4.819e-11 5.034e-11 4.688e-11 4.683e-11 4.684e-11 4.693e-11 4.683e-11 4.831e-11 4.682e-11 4.706e-11 4.683e-11 4.682e-11 4.682e-11 4.682e-11 4.688e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.684e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 4.682e-11 7.360e-11 +85 EP 22 4.264e-11 4.264e-11 4.291e-11 4.294e-11 4.468e-11 5.250e-11 2.909e-05 8.797e-10 2.772e-04 1.045e-03 1.711e-03 1.332e-03 4.901e-10 5.891e-03 7.055e-10 4.364e-01 4.872e-01 5.306e-02 6.585e-10 3.789e-03 3.523e-03 3.564e-03 4.224e-09 3.697e-04 1.267e-09 7.375e-04 1.459e-04 1.923e-04 3.862e-10 1.420e-10 2.753e-09 9.514e-11 6.242e-11 2.176e-10 2.540e-05 5.307e-11 5.709e-11 4.788e-11 5.643e-11 4.308e-11 5.127e-11 4.502e-11 5.005e-11 4.272e-11 4.267e-11 6.134e-11 4.285e-11 4.438e-11 4.264e-11 4.264e-11 4.303e-11 1.230e-10 4.264e-11 4.670e-11 4.264e-11 4.264e-11 4.267e-11 4.264e-11 4.264e-11 4.265e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.578e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 4.264e-11 6.908e-04 +85 EP 23 9.473e-11 9.473e-11 9.873e-11 9.516e-11 1.375e-10 5.479e-10 8.065e-10 2.673e-03 1.630e-09 8.329e-10 2.218e-09 6.803e-01 3.052e-01 8.175e-03 4.685e-09 2.194e-08 1.532e-09 2.358e-03 8.797e-10 1.588e-09 1.210e-09 6.376e-04 1.102e-09 3.867e-10 4.809e-10 1.113e-04 3.745e-10 3.329e-04 2.215e-10 1.264e-10 1.532e-10 1.695e-10 1.832e-10 2.724e-10 1.008e-10 9.926e-11 9.929e-11 9.758e-11 1.928e-04 9.871e-11 9.643e-11 9.501e-11 9.669e-11 9.480e-11 9.474e-11 9.524e-11 9.482e-11 9.955e-11 9.473e-11 9.473e-11 1.092e-10 9.473e-11 9.473e-11 9.475e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 9.473e-11 3.737e-10 +85 EP 24 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.229e-11 6.229e-11 6.685e-11 6.238e-11 6.352e-11 6.272e-11 6.280e-11 6.433e-11 6.406e-11 6.412e-11 6.347e-11 6.337e-11 8.593e-11 6.313e-11 6.559e-11 7.070e-10 7.079e-11 7.591e-11 8.176e-05 2.646e-10 1.861e-04 2.509e-04 3.686e-04 3.599e-04 1.609e-04 1.090e-03 1.275e-03 9.137e-04 3.332e-10 2.332e-10 3.919e-03 5.026e-02 1.337e-01 1.633e-01 1.562e-01 1.341e-01 9.719e-02 7.012e-02 5.054e-02 3.374e-02 2.085e-02 1.589e-02 1.095e-02 7.608e-03 5.322e-03 3.751e-03 2.721e-03 2.310e-03 1.180e-03 7.724e-04 9.681e-04 6.900e-04 6.849e-04 1.760e-04 2.404e-04 2.491e-04 1.245e-04 6.227e-05 3.860e-04 6.227e-05 6.227e-11 6.227e-11 6.227e-11 6.236e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.258e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 6.227e-11 2.719e-02 +85 EP 25 3.864e-11 3.864e-11 3.982e-11 4.242e-11 1.308e-10 1.009e-03 7.257e-10 4.079e-03 1.336e-01 8.581e-01 5.340e-09 3.447e-09 1.027e-03 7.207e-04 3.248e-09 4.532e-04 5.806e-04 6.525e-05 1.904e-04 8.550e-05 2.518e-10 8.528e-11 9.628e-11 1.651e-10 1.095e-04 4.852e-11 6.784e-11 5.249e-11 1.058e-10 4.787e-11 3.871e-11 3.992e-11 3.871e-11 3.881e-11 3.865e-11 4.019e-11 3.890e-11 3.865e-11 3.866e-11 3.865e-11 3.899e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.874e-11 3.864e-11 3.865e-11 3.864e-11 3.864e-11 3.865e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.872e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 3.864e-11 9.368e-11 +85 EP 26 2.705e-11 2.705e-11 2.902e-11 7.378e-11 2.498e-09 9.839e-01 1.612e-02 7.036e-08 7.903e-10 2.342e-10 7.009e-10 1.604e-10 6.131e-10 9.697e-11 5.002e-10 3.346e-11 6.629e-11 3.008e-11 2.943e-11 2.964e-11 2.869e-11 3.747e-11 2.959e-11 2.715e-11 3.276e-11 2.717e-11 2.714e-11 2.708e-11 2.710e-11 2.664e-05 2.705e-11 2.707e-11 2.705e-11 2.718e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.707e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 2.705e-11 5.762e-11 +85 EP 27 2.652e-11 2.652e-11 2.763e-11 3.295e-11 5.847e-05 9.764e-05 1.311e-03 1.089e-02 2.301e-02 7.268e-02 2.518e-01 4.012e-01 1.674e-01 4.035e-02 1.879e-02 8.772e-03 1.881e-03 5.451e-04 5.538e-04 6.753e-04 2.758e-10 1.416e-10 1.488e-10 2.876e-10 8.274e-11 4.226e-11 8.058e-11 3.446e-11 3.969e-11 4.477e-11 2.770e-11 2.893e-11 2.803e-11 3.058e-11 2.664e-11 2.856e-11 2.716e-11 2.653e-11 3.078e-11 2.652e-11 2.655e-11 2.652e-11 2.653e-11 2.652e-11 2.652e-11 2.921e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 2.652e-11 5.242e-10 +85 EP 28 4.332e-11 4.332e-11 4.334e-11 4.333e-11 4.335e-11 4.345e-11 4.514e-11 4.458e-11 4.925e-11 1.455e-10 8.506e-11 5.650e-11 8.737e-11 1.172e-10 9.853e-11 8.493e-06 2.033e-10 2.917e-04 1.350e-10 1.511e-10 8.688e-04 6.903e-04 1.333e-03 1.916e-10 3.762e-10 7.147e-04 6.868e-03 4.421e-02 2.213e-01 3.079e-01 2.757e-01 1.167e-01 1.950e-02 3.607e-10 3.689e-10 2.219e-04 6.861e-04 8.039e-04 6.718e-10 3.553e-04 2.429e-04 8.763e-05 3.027e-04 6.445e-11 3.529e-06 4.387e-10 5.618e-11 5.051e-05 9.144e-11 1.230e-04 5.863e-11 3.248e-05 4.761e-05 5.541e-11 5.676e-11 4.585e-11 5.578e-11 1.883e-10 4.397e-11 6.993e-11 6.375e-11 4.340e-11 4.357e-11 4.334e-11 1.370e-10 4.333e-11 4.332e-11 4.332e-11 4.332e-11 8.855e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.333e-11 4.333e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 4.332e-11 1.017e-03 +85 EP 29 3.622e-11 3.622e-11 3.970e-11 4.750e-11 7.291e-10 3.582e-10 8.269e-10 1.221e-09 4.366e-02 9.202e-01 2.932e-02 4.164e-03 1.536e-03 6.908e-04 4.026e-09 4.509e-10 2.735e-07 4.207e-10 2.831e-10 2.235e-04 1.464e-10 2.960e-10 1.606e-10 1.228e-10 8.028e-11 5.035e-11 6.249e-11 4.791e-11 5.114e-11 4.101e-11 3.949e-11 6.575e-11 3.935e-11 5.623e-11 3.647e-11 3.654e-11 3.642e-11 3.634e-11 4.472e-11 3.657e-11 3.630e-11 3.623e-11 3.627e-11 3.622e-11 3.622e-11 3.643e-11 3.622e-11 3.625e-11 3.622e-11 3.622e-11 3.626e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 3.622e-11 1.806e-04 +85 EP 30 4.001e-10 4.001e-10 4.004e-10 4.004e-10 4.013e-10 4.017e-10 4.069e-10 4.171e-10 4.158e-10 4.170e-10 4.398e-10 8.509e-04 2.007e-09 5.141e-10 4.769e-10 4.738e-10 9.393e-04 5.353e-04 6.619e-09 7.859e-04 2.086e-03 4.040e-04 2.886e-03 4.146e-03 3.469e-03 4.153e-03 1.057e-03 2.197e-03 5.765e-04 1.535e-03 1.451e-03 1.983e-03 2.455e-03 1.496e-03 1.819e-03 1.955e-03 2.247e-03 1.926e-03 1.527e-03 3.150e-03 1.216e-03 1.436e-03 1.916e-03 3.161e-03 1.270e-03 7.788e-04 2.091e-03 2.212e-03 1.256e-03 7.259e-04 6.122e-04 6.219e-10 4.815e-04 3.605e-04 9.927e-04 4.035e-10 4.086e-10 7.858e-10 4.012e-10 4.055e-10 4.053e-10 4.027e-10 2.754e-09 4.005e-10 4.028e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.123e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-10 1.200e-03 8.002e-04 4.001e-10 4.001e-10 4.001e-10 4.001e-10 4.001e-04 4.001e-10 4.001e-10 4.001e-10 9.335e-01 +85 EP 31 4.782e-11 4.782e-11 4.784e-11 4.782e-11 4.783e-11 4.787e-11 4.825e-11 4.864e-11 5.018e-11 5.493e-11 5.363e-05 5.269e-11 6.245e-11 3.548e-05 7.347e-11 1.247e-10 1.196e-04 7.159e-11 8.278e-11 7.165e-11 2.539e-10 3.162e-04 4.485e-04 6.233e-10 1.310e-04 1.985e-03 1.991e-03 4.738e-04 1.560e-10 2.858e-10 3.419e-02 1.974e-01 2.841e-01 2.684e-01 1.497e-01 4.812e-02 8.978e-03 2.649e-10 5.133e-10 8.154e-10 7.724e-04 1.050e-03 7.485e-04 5.225e-04 5.667e-10 2.203e-04 4.538e-05 4.072e-10 1.062e-04 6.947e-11 6.665e-11 1.579e-10 5.314e-10 6.755e-11 6.115e-11 5.395e-11 1.009e-08 4.393e-05 5.340e-11 6.039e-11 3.525e-10 4.852e-11 4.824e-11 4.793e-11 3.828e-05 4.786e-11 4.782e-11 4.782e-11 4.782e-11 6.203e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.786e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 4.782e-11 1.114e-09 +85 EP 32 6.054e-11 6.054e-11 6.166e-11 6.177e-11 7.936e-11 3.522e-10 5.466e-09 2.023e-03 3.228e-03 3.434e-09 2.000e-03 2.778e-09 5.679e-02 4.479e-01 3.593e-01 1.169e-01 1.571e-08 4.091e-03 1.110e-03 5.579e-03 6.519e-04 3.598e-09 4.434e-10 2.346e-04 5.067e-10 8.876e-10 2.302e-04 1.658e-10 2.328e-10 8.695e-11 3.549e-10 1.190e-10 1.068e-10 2.059e-10 1.153e-10 3.428e-05 7.515e-11 2.117e-10 1.971e-10 6.176e-11 1.181e-10 6.065e-11 6.068e-11 6.089e-11 6.056e-11 6.078e-11 6.057e-11 6.811e-11 6.054e-11 6.054e-11 6.442e-11 6.064e-11 6.054e-11 6.054e-11 6.055e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.057e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 6.054e-11 8.150e-10 +85 EP 33 2.488e-11 2.489e-11 5.284e-11 2.503e-10 9.771e-01 1.884e-02 3.295e-03 1.883e-06 7.098e-04 3.134e-05 4.819e-10 8.819e-11 4.636e-10 3.825e-11 4.075e-11 2.572e-11 3.620e-11 2.512e-11 2.551e-11 2.688e-11 2.490e-11 2.519e-11 2.490e-11 2.489e-11 2.489e-11 2.489e-11 2.490e-11 2.488e-11 2.488e-11 2.505e-11 2.488e-11 2.489e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.488e-11 2.489e-11 +85 EP 34 4.271e-11 4.271e-11 4.312e-11 4.319e-11 4.763e-11 5.674e-11 9.612e-10 8.280e-05 4.504e-04 1.142e-03 1.766e-04 1.219e-08 3.386e-03 1.360e-02 7.205e-01 2.499e-01 8.352e-10 1.951e-03 1.485e-03 4.188e-03 1.092e-03 2.865e-06 4.850e-04 5.564e-04 4.903e-04 2.166e-04 1.404e-04 1.473e-10 2.112e-10 6.337e-11 1.292e-10 7.901e-11 7.112e-11 5.888e-11 5.442e-11 5.522e-11 5.772e-11 4.905e-11 5.868e-11 4.330e-11 5.606e-11 4.454e-11 4.692e-11 4.282e-11 4.278e-11 5.093e-11 4.286e-11 4.407e-11 4.272e-11 4.272e-11 4.328e-11 4.422e-11 4.271e-11 4.721e-11 4.284e-11 4.271e-11 4.274e-11 4.272e-11 4.271e-11 4.273e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.272e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.429e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.272e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 4.271e-11 1.513e-04 +85 EP 35 7.259e-11 7.259e-11 7.337e-11 7.395e-11 1.700e-04 9.683e-11 8.005e-05 4.342e-09 2.305e-09 4.519e-10 1.418e-09 6.002e-02 9.320e-01 1.206e-08 2.610e-09 4.785e-03 3.170e-09 1.649e-03 1.650e-09 4.823e-04 1.876e-09 3.819e-10 1.434e-04 1.629e-08 2.440e-04 1.865e-10 1.694e-10 1.145e-10 1.758e-10 9.572e-11 8.800e-11 9.848e-11 8.039e-11 7.756e-11 7.394e-11 7.971e-11 8.323e-11 1.003e-10 7.507e-11 7.277e-11 8.054e-11 7.358e-11 7.280e-11 7.260e-11 7.262e-11 1.125e-10 7.260e-11 7.270e-11 7.259e-11 7.259e-11 7.273e-11 7.260e-11 7.259e-11 7.308e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.393e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 7.259e-11 4.407e-04 +85 EP 36 3.438e-11 3.438e-11 3.453e-11 3.452e-11 3.526e-11 4.459e-11 1.054e-10 1.540e-04 3.818e-04 9.794e-04 1.700e-09 5.894e-04 5.290e-04 1.768e-03 2.643e-10 5.396e-10 7.320e-02 4.456e-01 3.985e-01 6.916e-02 3.216e-09 9.960e-05 3.269e-03 2.086e-03 1.258e-03 3.191e-04 9.513e-05 2.302e-10 3.040e-09 4.567e-05 8.607e-05 3.530e-10 8.386e-11 9.273e-11 1.958e-10 9.769e-11 6.288e-11 4.282e-11 1.627e-10 3.518e-11 1.999e-10 1.614e-10 5.123e-11 3.472e-11 3.462e-11 6.561e-11 3.670e-11 3.662e-11 3.439e-11 3.439e-11 3.482e-11 6.538e-11 3.438e-11 3.827e-11 3.493e-11 3.441e-11 3.442e-11 3.438e-11 3.438e-11 3.439e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.791e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.440e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 3.438e-11 1.877e-03 +85 EP 37 2.041e-11 2.041e-11 3.215e-11 1.316e-05 8.481e-05 8.262e-09 6.501e-06 5.808e-01 3.862e-01 2.645e-02 5.251e-03 1.876e-07 1.206e-03 5.783e-07 2.267e-10 1.689e-10 5.739e-06 8.584e-11 5.717e-11 1.307e-10 3.941e-11 1.022e-10 3.197e-11 2.522e-11 3.389e-11 2.229e-11 2.270e-11 2.281e-11 2.274e-11 2.700e-11 2.076e-11 2.135e-11 2.065e-11 2.888e-11 2.042e-11 2.041e-11 2.041e-11 2.041e-11 2.341e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 2.041e-11 1.819e-10 +85 EP 38 3.811e-11 3.811e-11 6.218e-11 3.235e-10 9.723e-01 2.608e-02 6.271e-08 1.192e-03 4.240e-10 2.923e-04 1.266e-04 1.634e-10 2.297e-10 6.923e-11 1.536e-05 3.956e-11 3.657e-05 3.908e-11 3.873e-11 3.888e-11 3.862e-11 3.988e-11 3.845e-11 3.812e-11 3.903e-11 3.820e-11 3.815e-11 3.811e-11 3.815e-11 4.488e-11 3.811e-11 3.811e-11 3.811e-11 3.812e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.816e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 3.811e-11 5.995e-11 +85 EP 39 3.434e-11 3.434e-11 3.444e-11 3.440e-11 3.471e-11 3.799e-11 4.597e-11 6.148e-11 3.698e-05 1.125e-04 3.123e-04 1.086e-04 2.453e-04 6.899e-04 2.602e-10 1.420e-03 1.179e-03 2.599e-09 7.118e-02 4.170e-01 4.224e-01 7.317e-02 4.266e-10 1.253e-03 5.618e-03 7.485e-04 3.320e-04 2.440e-04 1.414e-03 3.780e-04 8.599e-10 1.545e-04 1.949e-04 8.715e-06 2.426e-05 9.251e-11 1.344e-09 7.056e-11 9.965e-05 3.740e-11 1.288e-10 2.658e-10 3.984e-11 3.635e-11 3.554e-11 6.179e-11 3.609e-11 3.729e-11 3.442e-11 3.446e-11 3.551e-11 4.518e-11 3.439e-11 3.940e-11 4.190e-11 3.446e-11 3.532e-11 3.441e-11 3.434e-11 3.474e-11 3.438e-11 3.434e-11 3.434e-11 3.434e-11 3.471e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.706e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.435e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 3.434e-11 1.612e-03 +85 EP 40 4.477e-11 4.477e-11 4.539e-11 4.579e-11 9.233e-11 6.583e-11 6.342e-10 4.538e-04 9.718e-05 4.444e-10 5.045e-10 9.770e-03 1.267e-01 7.783e-01 7.260e-02 9.606e-10 3.146e-03 2.822e-03 3.299e-03 1.862e-03 5.034e-04 5.557e-10 1.996e-10 1.557e-04 8.203e-05 1.390e-10 7.612e-06 6.624e-11 1.519e-04 5.254e-11 6.670e-11 5.058e-11 6.517e-11 4.747e-11 4.570e-11 4.874e-11 6.692e-10 4.575e-11 4.973e-11 4.477e-11 4.641e-11 4.478e-11 4.511e-11 4.478e-11 4.477e-11 5.131e-11 4.477e-11 4.479e-11 4.477e-11 4.477e-11 4.480e-11 4.479e-11 4.477e-11 4.487e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.485e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.477e-11 4.368e-05 +85 EP 41 6.820e-11 6.820e-11 6.891e-11 6.869e-11 7.166e-11 9.057e-11 1.384e-10 1.341e-03 1.332e-03 4.225e-04 3.495e-03 2.666e-04 4.684e-03 5.778e-03 5.605e-10 2.900e-01 4.889e-01 2.022e-01 1.039e-09 7.189e-08 1.231e-09 4.414e-08 5.472e-10 8.144e-04 1.158e-07 1.349e-04 2.756e-09 6.938e-10 2.061e-10 2.081e-10 2.391e-10 1.254e-10 1.219e-10 1.583e-10 1.066e-09 2.041e-10 8.167e-11 9.842e-11 1.032e-10 7.282e-11 8.113e-10 8.310e-11 1.911e-10 6.886e-11 6.838e-11 1.235e-10 7.374e-11 7.554e-11 6.820e-11 6.820e-11 7.257e-11 6.821e-11 6.821e-11 6.827e-11 6.820e-11 6.821e-11 6.822e-11 6.821e-11 6.820e-11 6.821e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.821e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.821e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.820e-11 6.637e-04 +85 EP 42 4.901e-11 4.901e-11 4.905e-11 4.901e-11 4.909e-11 4.944e-11 1.466e-10 5.527e-11 7.932e-11 4.798e-05 1.118e-10 1.035e-10 1.093e-04 1.376e-04 7.116e-05 5.303e-10 1.523e-10 5.971e-04 4.719e-10 2.030e-10 1.289e-09 3.820e-03 2.021e-09 1.923e-10 9.808e-03 2.349e-01 3.544e-01 2.849e-01 9.780e-02 1.038e-02 5.761e-10 5.420e-10 1.527e-03 8.320e-04 4.747e-04 8.176e-10 6.969e-05 2.508e-09 6.773e-10 9.797e-05 1.246e-10 1.605e-09 1.692e-09 5.976e-11 1.168e-10 3.671e-10 5.541e-11 2.406e-10 5.032e-11 5.092e-11 5.115e-11 1.444e-10 5.029e-11 6.472e-11 6.163e-11 4.926e-11 4.987e-11 5.276e-11 4.903e-11 4.992e-11 5.182e-11 4.902e-11 4.903e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 6.179e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.903e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.901e-11 4.422e-09 +85 EP 43 7.433e-11 7.433e-11 7.455e-11 7.486e-11 9.194e-11 8.537e-11 1.843e-10 8.416e-04 2.501e-03 7.211e-10 1.280e-03 8.928e-10 6.877e-09 3.557e-01 2.834e-01 1.719e-01 1.053e-01 3.580e-02 1.572e-02 8.279e-03 1.054e-02 4.497e-03 1.438e-03 1.418e-04 2.816e-09 1.909e-04 6.593e-04 2.198e-10 3.860e-10 1.533e-10 2.143e-05 3.029e-10 1.430e-04 1.052e-10 8.496e-11 1.267e-10 2.187e-04 5.932e-05 8.801e-11 7.720e-11 1.786e-10 9.459e-11 7.551e-11 7.451e-11 7.448e-11 3.285e-09 7.443e-11 7.565e-11 7.435e-11 7.434e-11 7.720e-11 7.445e-11 7.435e-11 7.936e-11 7.433e-11 7.433e-11 7.453e-11 7.433e-11 7.433e-11 7.436e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.434e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 1.136e-10 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.452e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 7.433e-11 1.467e-03 +85 TP 1 2.450e-01 1.076e-02 9.899e-05 1.077e-02 9.850e-03 6.632e-09 3.529e-09 3.623e-02 1.665e-02 2.876e-02 2.628e-06 3.349e-02 1.381e-02 1.978e-03 8.739e-03 1.652e-02 1.225e-02 4.196e-04 4.846e-11 5.533e-03 2.209e-02 2.077e-02 9.107e-02 1.990e-04 5.803e-02 2.229e-09 1.134e-01 3.004e-03 4.440e-02 1.074e-04 1.666e-03 4.869e-02 1.380e-03 2.011e-02 1.505e-02 2.092e-02 1.049e-02 3.514e-10 1.323e-02 2.742e-02 1.865e-02 4.302e-03 1.420e-02 +85 TP 2 1.884e-10 3.980e-01 2.147e-02 1.719e-09 1.167e-09 1.201e-10 5.188e-11 1.113e-10 2.595e-10 7.916e-03 3.531e-05 2.272e-03 4.778e-11 3.584e-05 5.753e-11 9.519e-11 8.654e-02 1.767e-11 1.797e-10 4.257e-02 3.261e-03 2.193e-09 1.384e-10 1.764e-11 1.889e-08 1.949e-01 1.537e-10 2.589e-11 2.271e-10 3.321e-11 3.670e-11 1.371e-10 2.168e-01 2.939e-10 6.540e-11 1.005e-10 4.031e-03 2.220e-02 6.545e-11 7.532e-11 1.012e-10 3.696e-11 1.346e-10 +85 TP 3 2.998e-04 2.585e-02 5.448e-01 1.945e-05 2.085e-10 2.500e-10 4.341e-11 1.217e-10 5.076e-10 1.704e-03 3.025e-10 3.146e-04 4.351e-11 4.296e-11 4.408e-11 1.111e-10 1.657e-02 4.237e-11 3.987e-02 2.588e-03 1.932e-05 1.279e-09 6.941e-05 4.236e-11 4.152e-04 4.612e-02 4.209e-04 4.323e-11 4.182e-04 4.561e-05 4.285e-11 3.422e-04 1.153e-01 7.000e-05 8.505e-11 7.718e-11 4.634e-03 2.000e-01 6.101e-05 7.118e-05 9.609e-05 4.420e-11 1.222e-08 +85 TP 4 5.667e-04 5.858e-04 1.001e-10 1.754e-01 1.184e-09 8.502e-09 3.187e-09 7.065e-09 2.363e-03 5.302e-03 1.557e-04 1.352e-08 2.097e-01 2.248e-02 1.285e-01 9.352e-10 9.476e-10 6.716e-03 9.872e-11 1.415e-09 8.571e-03 1.243e-09 8.220e-10 1.130e-09 8.780e-04 1.571e-10 3.266e-09 3.734e-02 3.353e-03 4.411e-03 1.957e-02 1.569e-08 1.588e-09 2.090e-03 1.855e-09 3.303e-09 4.112e-10 1.425e-10 3.212e-01 4.148e-09 1.537e-09 5.091e-02 4.039e-09 +85 TP 5 8.258e-02 2.319e-02 3.613e-04 4.466e-03 2.881e-01 3.644e-03 4.880e-04 1.003e-02 2.194e-02 2.517e-09 8.767e-05 4.164e-09 6.810e-03 1.416e-03 5.193e-03 1.055e-02 3.696e-02 4.821e-04 4.998e-11 2.356e-07 4.896e-03 8.264e-03 2.256e-02 5.605e-05 2.176e-03 7.126e-06 5.770e-02 1.568e-03 2.382e-01 1.645e-04 1.353e-03 1.736e-02 5.447e-03 8.620e-03 7.933e-03 9.710e-03 8.153e-02 3.304e-10 7.365e-03 1.190e-02 7.178e-03 1.606e-03 8.138e-03 +85 TP 6 5.367e-09 1.424e-02 1.023e-10 6.723e-08 9.240e-03 3.594e-02 1.212e-08 3.029e-01 1.650e-01 4.952e-02 2.147e-01 8.605e-02 1.179e-03 3.825e-09 2.366e-09 1.341e-09 1.476e-03 3.389e-10 9.836e-11 1.357e-02 4.424e-02 5.870e-09 1.419e-09 1.646e-10 5.487e-02 4.944e-09 3.008e-09 2.245e-09 2.726e-09 9.547e-09 2.103e-10 1.821e-09 2.859e-03 1.242e-09 3.196e-09 4.262e-09 1.378e-03 5.192e-10 3.035e-09 8.765e-10 2.742e-09 2.839e-09 2.842e-03 +85 TP 7 7.339e-10 3.124e-10 1.196e-10 1.497e-09 6.863e-10 1.653e-02 2.039e-01 4.458e-10 1.748e-02 1.814e-03 3.006e-03 5.837e-03 3.339e-01 5.699e-10 3.130e-09 4.485e-04 1.782e-10 1.301e-09 1.185e-10 2.959e-10 3.601e-03 3.964e-02 3.298e-10 3.657e-10 4.289e-04 1.358e-10 6.434e-10 6.949e-10 4.563e-10 5.272e-10 4.828e-04 8.831e-10 2.738e-10 1.099e-02 9.338e-03 9.356e-02 4.621e-10 1.282e-10 2.126e-01 3.732e-03 5.917e-04 8.882e-10 4.206e-02 +85 TP 8 4.243e-02 6.801e-03 1.853e-10 5.985e-10 2.899e-09 3.040e-09 2.385e-09 3.382e-01 2.359e-02 1.756e-02 7.872e-02 3.952e-02 5.615e-04 2.651e-06 4.589e-10 2.948e-08 2.732e-05 2.827e-07 7.807e-11 1.649e-03 2.560e-02 3.501e-09 2.327e-01 1.041e-05 4.792e-02 7.716e-10 1.159e-01 5.012e-04 2.190e-09 2.601e-04 1.153e-09 2.730e-05 1.258e-04 4.812e-08 2.781e-02 9.706e-10 2.726e-09 2.647e-10 9.076e-10 2.560e-08 2.032e-09 1.549e-08 3.439e-09 +85 TP 9 5.031e-09 2.815e-02 5.530e-04 3.223e-04 3.297e-03 7.367e-10 1.863e-04 4.302e-10 2.566e-02 1.336e-01 5.037e-08 2.935e-01 1.691e-03 3.038e-08 7.206e-04 6.842e-10 2.114e-09 8.922e-11 6.220e-11 9.579e-03 1.180e-01 1.093e-03 1.082e-09 7.645e-11 3.726e-01 5.526e-10 5.857e-10 6.696e-10 3.334e-09 1.382e-10 2.989e-10 1.324e-03 4.929e-03 7.014e-04 5.406e-10 1.131e-04 1.450e-09 3.457e-10 1.695e-03 1.216e-09 7.794e-10 6.690e-04 1.598e-03 +85 TP 10 5.051e-03 5.290e-02 8.888e-04 9.117e-11 1.488e-04 4.237e-09 6.667e-11 1.239e-03 4.377e-03 3.807e-01 1.126e-09 7.184e-04 1.312e-10 1.729e-09 9.633e-11 8.108e-10 3.957e-02 7.840e-11 1.296e-05 1.524e-01 4.901e-04 9.196e-09 3.791e-03 2.307e-11 5.653e-09 6.717e-03 6.854e-09 8.403e-11 1.831e-02 5.849e-11 1.844e-04 1.211e-04 1.672e-02 2.686e-04 5.963e-10 1.326e-10 3.145e-01 1.120e-09 1.196e-04 6.954e-04 1.530e-10 1.704e-10 3.512e-06 +85 TP 11 2.731e-01 7.768e-03 1.034e-05 2.207e-09 8.699e-08 6.413e-03 5.048e-10 3.560e-02 9.676e-02 1.654e-02 3.147e-01 1.030e-02 2.370e-04 3.981e-05 1.050e-04 1.181e-09 1.138e-03 1.378e-10 9.088e-11 1.186e-02 3.540e-02 8.062e-10 4.332e-02 1.222e-10 1.277e-01 4.766e-10 2.647e-09 4.841e-10 1.597e-02 4.478e-04 1.993e-04 1.025e-03 1.412e-03 2.428e-09 1.711e-09 5.120e-10 5.290e-09 4.800e-10 1.701e-07 1.776e-09 5.493e-10 8.916e-10 7.251e-10 +85 TP 12 8.401e-06 2.379e-02 8.916e-09 2.298e-10 1.926e-01 1.337e-05 1.317e-10 2.093e-06 1.059e-02 2.937e-01 8.121e-07 2.891e-01 1.814e-10 8.528e-11 2.624e-10 6.394e-09 1.447e-05 7.725e-11 3.993e-11 3.804e-02 1.276e-01 5.735e-10 3.522e-05 4.691e-11 9.796e-03 7.392e-10 5.089e-09 8.405e-11 9.585e-03 8.048e-11 8.022e-11 5.718e-09 4.111e-03 6.204e-04 5.202e-04 1.220e-08 2.262e-08 1.593e-10 2.334e-10 4.008e-10 1.026e-07 1.907e-10 8.601e-10 +85 TP 13 1.894e-10 3.594e-04 4.506e-11 3.066e-10 6.327e-08 1.798e-02 2.188e-09 7.491e-06 1.283e-02 3.295e-03 4.880e-03 6.420e-03 4.328e-01 2.228e-02 1.557e-01 5.650e-05 1.149e-10 6.144e-03 4.489e-11 2.328e-10 3.379e-03 2.447e-02 3.323e-10 1.859e-03 1.206e-09 6.020e-11 2.611e-10 2.853e-02 1.954e-10 2.223e-03 1.550e-02 3.314e-10 4.688e-11 1.196e-02 5.348e-03 5.819e-02 1.497e-10 4.602e-11 1.083e-01 1.713e-09 3.284e-10 4.554e-02 3.185e-02 +85 TP 14 8.503e-10 1.233e-04 1.742e-10 9.178e-10 3.084e-10 4.481e-09 5.107e-09 8.174e-10 4.001e-03 1.586e-03 3.555e-03 4.453e-03 2.633e-09 1.934e-01 1.799e-09 9.743e-10 2.506e-10 6.777e-02 1.738e-10 4.715e-10 2.503e-09 1.095e-08 3.357e-10 1.122e-02 5.227e-10 1.904e-10 5.741e-10 5.197e-01 2.980e-10 8.381e-03 1.828e-01 8.288e-10 1.820e-10 1.662e-08 1.996e-09 2.988e-03 2.681e-10 1.755e-10 1.308e-08 9.617e-10 6.284e-10 8.731e-09 2.706e-09 +85 TP 15 5.506e-10 1.556e-04 4.067e-11 2.712e-10 1.387e-04 1.179e-02 1.230e-01 2.379e-10 1.117e-02 2.162e-03 3.496e-03 5.233e-03 3.681e-09 4.276e-02 4.666e-01 1.915e-10 9.054e-11 1.041e-02 4.008e-11 1.329e-10 9.802e-04 1.785e-02 2.237e-10 2.825e-03 2.828e-10 5.688e-11 2.669e-10 5.219e-02 1.260e-10 1.509e-03 2.530e-02 1.578e-10 4.156e-05 5.656e-03 2.452e-03 3.996e-02 1.188e-10 4.531e-11 5.894e-02 4.644e-10 3.065e-10 9.381e-02 2.158e-02 +85 TP 16 1.020e-08 2.120e-03 1.077e-10 1.647e-02 4.578e-03 6.605e-09 1.408e-08 4.670e-02 8.214e-08 7.765e-03 3.509e-02 2.785e-03 2.244e-02 2.575e-03 1.340e-02 2.423e-01 1.687e-09 1.947e-03 1.022e-10 7.125e-04 1.145e-02 4.450e-02 2.238e-03 4.069e-08 1.957e-02 5.619e-10 6.555e-08 7.670e-03 3.675e-09 1.590e-04 2.780e-03 2.842e-01 6.658e-10 8.674e-08 3.970e-09 3.673e-02 1.959e-09 6.273e-10 2.646e-02 8.299e-02 3.450e-02 6.909e-03 4.096e-02 +85 TP 17 2.215e-02 7.655e-02 3.822e-03 1.633e-03 2.556e-03 3.444e-10 1.101e-10 4.266e-03 4.157e-03 6.511e-02 2.336e-03 1.455e-02 1.387e-03 1.747e-04 6.075e-04 3.022e-03 3.181e-01 1.983e-11 2.672e-11 3.089e-06 2.667e-02 2.832e-03 7.131e-03 1.796e-11 1.452e-02 5.302e-02 3.095e-02 1.328e-04 4.181e-02 4.225e-05 2.742e-05 6.969e-03 3.255e-02 3.457e-03 1.782e-03 2.283e-03 2.346e-01 1.100e-02 1.550e-03 5.267e-03 2.139e-03 2.141e-04 6.943e-04 +85 TP 18 8.023e-11 5.107e-11 5.070e-05 6.883e-11 3.372e-05 1.573e-03 7.884e-03 1.994e-10 6.563e-04 2.193e-04 3.203e-04 4.056e-04 5.560e-10 3.413e-10 9.646e-03 7.687e-11 9.152e-11 6.449e-01 5.102e-11 5.507e-05 4.555e-10 1.473e-03 5.460e-11 1.167e-01 1.789e-10 5.109e-11 9.780e-11 4.594e-02 6.565e-11 1.384e-03 1.365e-01 8.573e-11 5.071e-11 1.026e-03 7.232e-04 3.556e-03 8.819e-11 5.071e-11 4.946e-03 2.513e-10 9.413e-11 2.037e-02 1.647e-03 +85 TP 19 7.849e-10 3.356e-03 4.236e-01 4.323e-10 7.955e-10 4.261e-10 4.218e-10 4.309e-10 4.370e-04 1.619e-03 6.814e-10 4.788e-04 4.219e-10 4.218e-10 4.218e-10 4.278e-10 2.065e-03 4.218e-10 5.137e-01 1.256e-09 1.156e-09 4.257e-10 4.320e-10 4.218e-10 4.691e-10 2.968e-03 5.644e-10 4.218e-10 4.592e-10 4.316e-10 4.218e-10 4.309e-10 1.344e-02 4.303e-10 4.256e-10 4.263e-10 8.256e-10 3.838e-02 4.324e-10 4.313e-10 4.323e-10 4.218e-10 4.322e-10 +85 TP 20 3.891e-08 1.882e-01 3.731e-03 1.917e-10 6.172e-10 3.470e-10 5.384e-11 4.733e-04 1.212e-03 7.021e-02 2.018e-04 9.742e-03 7.619e-11 9.720e-11 1.509e-09 1.883e-10 2.891e-01 2.971e-11 2.499e-05 2.811e-01 1.524e-05 4.595e-10 2.167e-10 2.902e-11 4.904e-03 3.012e-02 6.980e-10 5.113e-05 1.084e-09 1.082e-10 2.712e-10 1.903e-10 5.509e-02 2.163e-10 7.688e-10 1.226e-10 6.518e-02 5.509e-04 5.586e-10 3.432e-10 2.347e-05 1.065e-10 1.780e-10 +85 TP 21 9.886e-04 3.484e-01 3.059e-03 2.203e-10 5.714e-10 1.293e-03 1.491e-10 5.341e-10 3.350e-03 3.367e-02 7.799e-10 5.450e-03 1.873e-10 1.830e-10 1.359e-10 6.025e-10 2.420e-09 6.446e-11 2.340e-05 5.263e-01 1.154e-03 1.007e-07 4.127e-04 5.210e-11 2.902e-09 9.057e-10 6.580e-08 1.022e-04 2.355e-08 8.578e-11 8.151e-11 8.352e-10 7.547e-02 1.100e-04 5.371e-10 5.013e-10 1.729e-09 4.124e-10 1.866e-04 2.781e-10 8.176e-05 8.686e-11 1.036e-09 +85 TP 22 6.219e-10 1.417e-03 4.338e-11 6.824e-10 1.702e-09 3.697e-02 3.876e-09 6.295e-03 3.194e-02 8.560e-03 1.617e-02 1.512e-02 2.007e-09 1.532e-03 8.002e-10 1.471e-08 4.556e-10 8.732e-07 4.265e-11 8.620e-10 1.049e-02 4.058e-01 4.390e-03 9.274e-05 1.972e-09 9.703e-11 8.040e-03 3.611e-04 2.228e-03 3.242e-04 7.926e-04 1.613e-09 1.097e-04 1.506e-01 1.367e-02 1.202e-09 9.556e-10 6.750e-11 3.356e-09 6.216e-04 1.592e-01 9.156e-04 1.243e-01 +85 TP 23 3.844e-09 2.649e-09 1.179e-04 3.455e-02 4.475e-03 9.452e-09 1.996e-09 1.227e-07 2.670e-09 2.026e-03 3.371e-09 1.268e-08 4.694e-02 7.872e-03 3.059e-02 1.558e-01 2.052e-09 1.641e-03 1.090e-10 3.063e-09 2.075e-08 6.632e-02 4.832e-02 1.120e-03 7.338e-03 1.412e-09 7.525e-09 9.909e-03 1.446e-02 5.965e-04 5.790e-03 1.734e-01 1.752e-09 6.034e-02 1.634e-06 7.453e-02 2.866e-07 4.833e-10 5.910e-02 7.568e-02 6.886e-02 1.355e-02 3.670e-02 +85 TP 24 9.051e-11 6.269e-11 6.227e-11 8.571e-11 1.128e-04 1.309e-04 3.480e-03 1.997e-10 1.565e-04 4.149e-10 1.090e-04 8.185e-10 4.917e-10 2.409e-10 1.909e-03 7.846e-11 9.026e-11 1.435e-01 6.227e-11 2.045e-10 1.382e-04 7.126e-04 6.518e-11 7.909e-01 2.348e-10 6.275e-11 1.142e-10 1.643e-02 8.280e-11 1.771e-03 3.176e-02 9.663e-11 6.227e-11 1.994e-04 9.953e-11 6.515e-04 1.106e-10 6.229e-11 1.500e-03 2.264e-10 9.111e-11 6.047e-03 4.906e-04 +85 TP 25 1.115e-01 2.479e-02 1.472e-10 2.918e-10 3.555e-02 5.335e-03 2.875e-10 6.872e-03 7.893e-09 4.369e-02 1.639e-03 9.674e-02 7.926e-10 2.940e-10 5.533e-10 1.499e-03 2.334e-02 4.668e-05 4.033e-11 1.262e-02 6.172e-02 4.973e-10 1.011e-02 4.521e-11 3.417e-01 6.401e-10 3.892e-09 1.200e-04 2.055e-01 1.007e-10 6.196e-05 1.175e-06 3.229e-03 1.325e-08 1.501e-09 4.152e-10 1.192e-02 2.904e-10 7.602e-10 1.964e-03 9.818e-10 4.590e-10 1.405e-09 +85 TP 26 1.303e-02 2.810e-03 1.513e-02 6.911e-04 5.846e-03 5.538e-10 2.686e-05 2.213e-03 2.428e-03 5.252e-02 9.832e-04 1.056e-02 4.458e-04 2.814e-05 1.933e-04 2.763e-03 3.374e-01 2.707e-11 2.270e-04 7.463e-06 1.705e-02 1.297e-03 4.018e-03 2.710e-11 9.759e-03 2.499e-01 1.497e-02 4.094e-11 2.593e-02 7.222e-05 5.305e-05 3.274e-03 1.826e-03 1.517e-03 1.282e-03 7.179e-04 1.438e-01 7.216e-02 7.255e-04 2.956e-03 1.225e-03 4.711e-05 1.547e-04 +85 TP 27 1.332e-09 1.771e-02 2.363e-09 2.035e-03 1.235e-02 1.258e-08 2.907e-10 2.188e-02 8.606e-02 5.061e-02 4.461e-02 6.403e-02 4.791e-10 3.967e-10 1.887e-10 1.218e-02 1.955e-02 5.665e-11 3.225e-11 2.529e-03 6.669e-02 7.383e-03 4.220e-09 4.512e-11 3.232e-02 7.802e-07 4.263e-01 1.304e-10 1.214e-03 3.861e-10 7.502e-11 2.422e-02 2.559e-03 1.998e-02 3.222e-02 3.634e-03 2.123e-04 1.941e-10 1.180e-09 3.344e-02 8.204e-03 2.892e-10 8.057e-03 +85 TP 28 9.581e-11 6.080e-05 4.337e-11 1.337e-10 6.353e-11 5.948e-03 3.967e-02 1.369e-10 4.754e-03 2.306e-04 1.827e-03 1.915e-03 5.676e-10 1.120e-09 4.818e-02 7.833e-11 6.086e-11 3.526e-02 4.332e-11 1.326e-10 5.121e-04 8.505e-03 5.041e-11 9.956e-03 1.436e-04 5.474e-11 1.078e-10 5.286e-01 1.452e-10 1.891e-03 1.218e-01 9.071e-11 4.397e-11 3.007e-03 6.149e-04 1.396e-02 7.009e-11 4.380e-11 2.233e-02 4.644e-10 1.133e-10 1.405e-01 1.030e-02 +85 TP 29 1.511e-01 1.590e-02 3.804e-06 8.464e-03 2.692e-02 1.357e-03 5.668e-10 2.130e-02 1.226e-02 4.569e-02 5.202e-04 4.920e-02 1.032e-02 1.384e-03 6.731e-03 1.875e-02 1.523e-02 6.528e-04 3.744e-11 1.012e-02 3.191e-02 1.743e-02 4.293e-02 9.859e-10 7.868e-04 2.599e-03 1.338e-01 2.248e-03 1.884e-01 4.913e-04 9.376e-04 3.429e-02 3.581e-03 2.188e-02 1.318e-02 1.682e-02 2.295e-02 6.654e-05 1.225e-02 2.672e-02 1.804e-02 3.425e-03 9.364e-03 +85 TP 30 7.395e-10 4.140e-10 4.025e-10 7.399e-10 5.533e-10 7.415e-03 2.214e-02 8.166e-10 6.589e-03 5.086e-04 3.975e-09 1.823e-03 9.863e-10 3.041e-04 4.702e-03 1.750e-09 1.310e-09 8.308e-03 4.001e-10 1.545e-03 2.354e-03 2.100e-09 5.597e-10 8.570e-03 1.196e-09 4.061e-10 1.078e-09 1.682e-02 6.255e-10 8.258e-01 1.848e-02 1.762e-09 8.118e-10 4.199e-03 1.108e-09 1.269e-02 1.777e-08 3.454e-04 1.111e-02 8.412e-10 1.080e-09 2.861e-02 1.765e-02 +85 TP 31 8.365e-11 9.480e-11 8.935e-11 7.074e-11 6.347e-11 3.070e-03 1.668e-02 1.929e-10 1.937e-03 4.051e-04 8.242e-04 1.006e-03 6.363e-10 3.734e-10 2.458e-02 1.076e-04 6.246e-11 1.274e-01 4.796e-11 9.342e-11 2.799e-04 2.923e-03 9.718e-11 2.372e-02 1.658e-10 4.162e-05 1.108e-10 1.503e-01 7.394e-11 1.867e-03 5.712e-01 6.525e-05 4.795e-11 2.591e-03 7.143e-04 8.410e-03 7.068e-11 4.849e-11 9.389e-03 2.048e-04 1.349e-10 4.895e-02 3.315e-03 +85 TP 32 9.953e-04 1.597e-03 6.189e-11 4.985e-02 4.304e-03 1.626e-02 2.209e-03 7.304e-03 1.876e-02 8.511e-03 1.379e-02 1.843e-02 5.189e-02 6.424e-03 2.934e-02 6.040e-09 6.042e-04 1.680e-03 6.073e-11 3.165e-03 1.004e-02 9.195e-02 6.902e-03 4.826e-04 4.056e-03 3.997e-10 2.176e-02 9.644e-03 7.861e-03 1.573e-03 4.103e-03 9.445e-02 2.521e-04 1.594e-01 1.341e-02 8.416e-02 8.194e-04 1.356e-10 6.265e-02 4.271e-09 1.233e-01 1.429e-02 5.376e-02 +85 TP 33 1.638e-10 8.483e-02 1.355e-01 6.793e-11 2.235e-10 1.450e-10 4.609e-11 1.440e-10 1.175e-10 1.054e-03 2.778e-10 7.617e-10 5.795e-11 2.534e-10 4.495e-11 1.023e-10 1.341e-02 2.522e-11 1.751e-03 1.171e-02 1.020e-08 6.277e-11 7.328e-05 2.495e-11 1.412e-10 1.031e-01 1.269e-10 3.200e-11 1.440e-10 4.158e-11 5.784e-11 7.732e-11 4.333e-01 7.549e-11 7.880e-11 5.153e-11 4.571e-10 2.153e-01 5.582e-11 7.351e-11 5.923e-11 4.667e-11 7.047e-11 +85 TP 34 5.504e-04 2.878e-03 4.330e-11 1.303e-02 1.736e-03 3.707e-02 1.265e-09 5.113e-03 3.087e-02 1.144e-02 1.615e-02 2.036e-02 1.523e-02 1.889e-03 7.008e-03 6.225e-10 3.389e-09 7.277e-04 4.271e-11 5.317e-04 1.555e-02 3.873e-02 7.331e-09 1.840e-04 6.565e-03 1.165e-10 3.510e-02 3.018e-03 6.947e-09 1.207e-10 2.117e-03 1.308e-02 3.773e-04 4.286e-01 2.313e-02 2.775e-02 5.141e-10 7.396e-11 1.588e-02 1.240e-01 8.163e-02 4.515e-03 1.513e-02 +85 TP 35 3.735e-09 3.108e-03 7.638e-11 1.193e-03 7.325e-03 9.206e-02 1.108e-09 2.513e-02 3.804e-02 2.513e-02 7.347e-08 3.681e-02 9.491e-10 3.494e-09 3.731e-04 2.200e-01 1.359e-03 3.632e-10 7.275e-11 5.355e-03 2.162e-02 8.181e-09 1.200e-09 2.333e-04 1.537e-02 4.969e-10 1.570e-01 2.550e-04 1.457e-04 2.360e-10 2.234e-10 3.308e-09 8.305e-04 3.437e-09 3.145e-01 1.074e-09 2.408e-09 3.691e-05 1.688e-09 2.180e-02 1.473e-08 3.619e-04 1.194e-02 +85 TP 36 7.570e-04 8.030e-04 3.486e-11 1.248e-01 1.686e-04 3.592e-02 1.541e-09 4.670e-03 2.982e-02 5.479e-03 1.287e-02 1.443e-02 8.786e-04 1.079e-09 1.089e-09 2.675e-03 3.977e-04 3.896e-10 3.439e-11 4.070e-04 8.105e-03 1.532e-01 1.877e-03 4.172e-04 3.874e-04 5.730e-11 7.430e-05 1.112e-09 1.618e-09 2.081e-05 6.490e-04 2.236e-09 3.362e-05 4.718e-02 1.616e-02 4.269e-01 1.781e-10 5.273e-11 2.000e-09 9.485e-03 1.259e-02 1.031e-03 8.775e-02 +85 TP 37 5.915e-02 2.933e-02 5.135e-04 6.144e-03 1.128e-01 7.658e-10 3.097e-10 1.307e-02 2.620e-02 3.765e-02 6.277e-03 6.614e-02 5.842e-03 8.035e-04 2.620e-03 1.352e-02 5.734e-02 7.050e-05 2.829e-11 1.715e-09 5.628e-02 1.033e-02 1.762e-02 2.913e-11 3.662e-02 1.831e-02 8.423e-02 6.367e-04 1.049e-01 1.338e-04 1.801e-04 1.925e-02 1.152e-02 1.394e-02 8.792e-03 8.412e-03 1.307e-01 3.979e-03 5.362e-03 1.804e-02 1.017e-02 1.133e-03 1.980e-03 +85 TP 38 5.556e-03 1.117e-01 7.502e-02 3.774e-04 1.671e-07 1.460e-06 2.550e-10 6.898e-04 4.414e-04 1.979e-02 6.903e-05 3.993e-03 1.122e-04 3.262e-05 1.089e-04 9.525e-04 1.646e-01 3.899e-11 1.245e-03 6.060e-04 6.180e-03 1.901e-04 7.165e-04 3.827e-11 4.042e-03 2.253e-01 3.224e-03 7.259e-11 8.156e-03 2.395e-05 3.907e-05 1.073e-03 2.542e-08 5.303e-04 5.529e-04 2.727e-04 5.854e-02 3.042e-01 3.824e-04 7.801e-04 4.204e-04 1.180e-04 7.805e-10 +85 TP 39 6.818e-10 8.534e-04 3.446e-11 7.189e-09 1.995e-10 2.308e-02 3.824e-10 1.460e-03 1.735e-02 2.315e-03 6.101e-03 1.008e-02 1.096e-01 5.743e-03 3.650e-02 1.528e-03 1.102e-10 2.682e-03 3.434e-11 1.764e-10 4.693e-03 5.332e-02 1.007e-04 8.515e-04 7.118e-04 4.869e-11 1.110e-09 1.176e-02 3.323e-04 2.610e-04 5.855e-03 8.932e-10 4.171e-11 1.861e-02 7.487e-03 1.579e-01 1.263e-10 4.677e-11 4.510e-01 1.580e-03 2.311e-03 1.509e-02 5.087e-02 +85 TP 40 1.344e-03 3.677e-03 4.578e-11 9.389e-04 2.277e-04 4.109e-02 6.193e-04 1.494e-02 3.720e-02 1.572e-02 2.083e-02 2.461e-02 2.394e-09 4.228e-05 1.233e-03 3.455e-08 1.280e-03 1.288e-04 4.482e-11 1.732e-03 2.263e-02 1.173e-02 9.856e-10 1.823e-10 1.762e-02 3.745e-10 8.224e-02 4.924e-06 1.640e-09 2.170e-10 9.716e-10 2.256e-01 3.226e-04 2.037e-02 8.434e-02 1.483e-03 3.598e-09 1.029e-10 3.707e-04 3.677e-01 6.440e-09 1.047e-09 4.091e-08 +85 TP 41 7.303e-10 1.255e-03 6.956e-11 1.315e-01 2.140e-09 1.116e-02 3.270e-03 3.918e-03 1.751e-02 1.416e-03 6.996e-03 1.529e-02 9.127e-02 8.128e-03 5.342e-02 4.251e-03 8.425e-10 4.352e-03 6.830e-11 1.017e-09 1.506e-02 5.389e-09 9.705e-04 8.241e-04 4.818e-03 1.405e-10 2.249e-02 1.545e-02 3.508e-09 1.292e-03 8.955e-03 4.485e-09 1.804e-10 1.660e-09 1.089e-02 1.779e-01 1.315e-09 9.449e-11 1.009e-01 1.547e-02 2.300e-01 2.592e-02 1.527e-02 +85 TP 42 6.273e-10 9.521e-11 4.941e-11 3.413e-10 9.297e-11 1.162e-02 9.815e-02 5.881e-10 7.229e-03 5.183e-04 1.456e-03 4.064e-03 8.089e-09 1.027e-01 1.470e-01 1.838e-04 8.349e-11 3.305e-03 4.901e-11 2.605e-10 1.804e-03 1.421e-02 1.573e-10 2.331e-03 2.040e-10 5.193e-11 2.519e-10 4.557e-09 1.023e-10 3.894e-10 1.287e-06 2.712e-10 5.056e-11 6.682e-03 3.580e-03 3.060e-02 7.757e-11 4.928e-11 5.696e-02 5.505e-10 1.801e-10 4.876e-01 2.002e-02 +85 TP 43 1.803e-02 4.863e-03 7.559e-11 7.552e-10 1.472e-02 1.525e-01 1.796e-07 1.639e-02 7.149e-02 3.189e-02 3.846e-02 4.077e-02 1.703e-09 1.008e-09 4.185e-09 1.367e-09 2.857e-03 6.631e-04 7.438e-11 4.267e-03 2.436e-02 7.740e-10 7.294e-03 1.521e-10 1.358e-02 3.786e-10 5.337e-09 4.281e-04 1.672e-02 4.170e-04 7.506e-04 4.821e-09 6.239e-04 2.620e-02 1.585e-01 8.177e-10 1.186e-09 1.619e-10 2.787e-09 3.247e-01 6.894e-10 4.707e-10 2.946e-02 +86 IP 1 3.575e-09 +86 IP 2 3.559e-09 +86 IP 3 3.559e-09 +86 IP 4 5.315e-09 +86 IP 5 3.563e-09 +86 IP 6 3.559e-09 +86 IP 7 3.559e-09 +86 IP 8 3.559e-09 +86 IP 9 3.562e-03 +86 IP 10 1.510e-08 +86 IP 11 3.619e-09 +86 IP 12 1.900e-02 +86 IP 13 3.559e-09 +86 IP 14 1.463e-01 +86 IP 15 7.366e-03 +86 IP 16 6.999e-03 +86 IP 17 3.561e-09 +86 IP 18 1.128e-08 +86 IP 19 3.563e-09 +86 IP 20 3.559e-09 +86 IP 21 3.559e-09 +86 IP 22 1.090e-08 +86 IP 23 3.560e-09 +86 IP 24 3.563e-09 +86 IP 25 3.559e-09 +86 IP 26 6.777e-09 +86 IP 27 3.561e-09 +86 IP 28 5.028e-02 +86 IP 29 3.559e-09 +86 IP 30 3.559e-09 +86 IP 31 3.840e-03 +86 IP 32 3.559e-09 +86 IP 33 3.561e-09 +86 IP 34 3.559e-09 +86 IP 35 7.626e-01 +86 IP 36 3.559e-09 +86 IP 37 3.559e-09 +86 IP 38 3.559e-09 +86 EP 1 4.319e-11 4.319e-11 4.321e-11 4.380e-11 1.755e-10 1.019e-10 8.838e-04 1.438e-03 1.085e-02 3.674e-04 9.612e-01 1.775e-02 1.449e-03 3.867e-04 3.839e-03 1.405e-09 7.132e-04 5.931e-04 8.612e-10 3.638e-09 2.811e-10 3.165e-04 1.041e-04 1.809e-09 1.226e-10 1.707e-10 3.299e-10 5.898e-05 6.468e-11 4.974e-11 5.372e-11 4.716e-11 5.307e-11 4.500e-11 4.373e-11 4.370e-11 5.487e-11 4.510e-11 5.968e-11 4.613e-11 4.336e-11 4.346e-11 4.322e-11 4.321e-11 4.559e-11 4.323e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.326e-11 4.319e-11 4.321e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.320e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 4.319e-11 8.002e-05 +86 EP 2 4.521e-11 4.521e-11 4.521e-11 4.522e-11 4.523e-11 4.784e-11 5.214e-11 5.478e-11 8.285e-11 1.225e-04 1.304e-10 1.660e-10 1.621e-04 1.538e-10 3.621e-04 7.794e-11 3.094e-08 5.868e-04 2.354e-04 2.123e-10 1.458e-10 1.282e-03 1.772e-03 2.987e-10 3.568e-10 2.305e-10 5.048e-02 3.700e-01 4.242e-01 1.435e-01 2.433e-09 4.819e-10 2.096e-03 1.949e-09 1.203e-03 7.633e-04 8.971e-04 6.821e-04 5.735e-10 7.021e-05 3.388e-05 1.246e-04 1.413e-10 8.672e-05 8.636e-11 9.871e-11 8.246e-11 1.366e-10 5.867e-11 4.665e-11 5.324e-11 1.518e-10 6.439e-11 4.730e-11 4.616e-11 5.517e-11 4.756e-11 5.448e-11 4.558e-11 4.536e-11 4.525e-11 4.524e-11 4.521e-11 4.590e-11 4.521e-11 4.529e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.690e-11 4.521e-11 4.521e-11 4.522e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.549e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 4.521e-11 1.219e-03 +86 EP 3 4.248e-11 4.248e-11 4.248e-11 4.252e-11 4.252e-11 4.695e-11 8.389e-11 1.177e-10 1.364e-05 1.617e-10 1.088e-10 2.139e-04 3.079e-10 2.094e-10 1.790e-04 9.986e-10 2.066e-10 4.968e-04 3.994e-10 2.198e-10 1.686e-10 4.302e-03 3.848e-03 2.292e-10 5.544e-02 4.087e-01 4.215e-01 1.017e-01 6.537e-10 5.197e-10 1.583e-03 3.161e-09 1.289e-03 2.522e-09 8.353e-10 3.278e-04 2.778e-09 4.172e-05 4.048e-09 6.753e-09 1.171e-10 1.860e-10 8.221e-11 1.519e-10 5.403e-11 5.867e-11 4.852e-11 9.047e-11 4.659e-11 4.315e-11 4.613e-11 5.422e-05 5.692e-11 4.389e-11 4.336e-11 4.618e-11 4.418e-11 4.415e-11 4.258e-11 4.252e-11 4.250e-11 4.249e-11 4.248e-11 4.269e-11 4.248e-11 4.250e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.291e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.273e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 4.248e-11 2.832e-04 +86 EP 4 3.307e-11 3.307e-11 3.309e-11 3.621e-11 4.653e-11 8.624e-11 6.344e-10 3.684e-09 6.068e-01 3.816e-01 1.016e-08 6.485e-04 4.397e-03 1.060e-03 2.379e-03 1.885e-03 7.236e-04 2.421e-04 1.822e-04 9.943e-05 1.245e-10 9.957e-11 1.575e-10 2.860e-10 8.233e-11 1.119e-10 4.062e-11 1.151e-05 4.325e-11 4.202e-11 3.821e-11 3.441e-11 3.435e-11 3.398e-11 3.465e-11 3.712e-11 4.295e-10 3.352e-11 3.332e-11 3.726e-11 3.307e-11 3.457e-11 3.320e-11 3.307e-11 3.677e-11 3.307e-11 3.307e-11 3.308e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.309e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 3.307e-11 6.535e-10 +86 EP 5 5.035e-11 5.035e-11 5.036e-11 5.134e-11 6.810e-11 1.113e-10 7.459e-10 3.401e-03 1.275e-09 1.001e-09 1.744e-08 5.238e-01 3.065e-01 1.444e-01 4.155e-03 5.775e-03 5.033e-03 4.461e-03 9.641e-04 7.909e-04 1.317e-04 1.808e-04 2.200e-10 8.426e-06 1.409e-04 1.394e-10 2.396e-10 1.417e-10 7.416e-11 1.073e-10 3.310e-10 8.096e-11 1.838e-10 7.298e-11 5.220e-11 5.293e-11 1.127e-10 6.575e-11 4.199e-05 5.155e-11 5.417e-11 5.065e-11 5.041e-11 5.048e-11 6.927e-11 5.037e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.082e-11 5.035e-11 5.036e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.036e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 5.035e-11 2.516e-04 +86 EP 6 8.214e-11 8.214e-11 8.214e-11 8.216e-11 8.247e-11 1.358e-10 1.030e-10 3.912e-05 1.389e-09 1.036e-07 2.630e-10 1.414e-07 8.509e-10 3.477e-10 1.379e-09 5.392e-10 1.591e-09 3.717e-01 3.624e-01 2.014e-01 4.122e-02 3.416e-06 1.233e-04 7.611e-03 3.646e-03 2.415e-03 8.821e-04 1.344e-03 8.513e-04 1.503e-03 6.480e-04 5.652e-10 1.042e-04 4.227e-05 1.963e-10 1.714e-04 1.330e-10 1.683e-10 1.460e-10 9.131e-11 9.194e-11 1.799e-09 1.197e-10 9.282e-11 9.220e-11 9.202e-11 8.217e-11 8.322e-11 8.218e-11 8.245e-11 8.257e-11 8.227e-11 8.214e-11 8.216e-11 8.239e-11 8.218e-11 8.217e-11 8.215e-11 8.216e-11 8.214e-11 8.215e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.216e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.515e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 8.214e-11 3.899e-03 +86 EP 7 3.947e-11 3.947e-11 3.947e-11 3.953e-11 3.991e-11 7.269e-11 5.365e-11 8.790e-05 1.126e-03 7.277e-05 3.064e-04 4.870e-04 2.127e-04 1.913e-10 2.060e-03 4.058e-10 2.052e-10 6.600e-03 2.821e-10 1.419e-01 6.417e-01 1.945e-01 1.142e-09 1.108e-04 8.158e-03 2.314e-03 8.976e-10 9.945e-09 9.734e-06 2.132e-09 2.827e-10 5.999e-10 2.936e-10 2.418e-10 1.448e-04 2.161e-10 1.677e-10 9.797e-05 8.399e-11 5.008e-11 1.435e-10 6.163e-11 4.629e-11 4.460e-11 4.302e-11 5.336e-11 4.155e-11 5.174e-11 4.307e-11 3.956e-11 4.987e-11 4.007e-11 5.555e-11 3.962e-11 4.009e-11 3.956e-11 4.104e-11 3.954e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.949e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.971e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 3.947e-11 1.872e-04 +86 EP 8 4.323e-11 4.323e-11 4.324e-11 4.410e-11 5.673e-11 7.863e-11 7.646e-10 6.657e-10 1.364e-09 7.319e-05 5.726e-01 4.006e-01 9.943e-04 6.090e-04 8.931e-03 7.799e-03 4.307e-03 1.882e-03 7.120e-04 1.047e-04 4.357e-04 8.088e-10 3.281e-04 1.875e-04 2.031e-04 4.986e-05 8.562e-11 1.110e-10 7.752e-11 7.055e-11 7.557e-11 8.351e-11 3.455e-05 4.482e-11 4.562e-11 5.213e-11 3.211e-05 4.481e-11 4.458e-11 1.321e-10 4.334e-11 6.037e-11 4.364e-11 4.323e-11 5.134e-11 4.323e-11 4.323e-11 4.329e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.330e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 4.323e-11 1.693e-04 +86 EP 9 4.891e-11 4.891e-11 4.891e-11 4.901e-11 5.537e-11 8.143e-11 1.026e-04 5.389e-04 7.257e-04 2.105e-03 9.674e-04 7.726e-04 1.127e-02 3.537e-02 8.670e-01 7.333e-02 5.606e-03 1.074e-09 8.963e-04 7.124e-04 1.552e-09 2.047e-04 1.954e-04 7.245e-05 1.289e-04 3.222e-10 3.908e-09 1.114e-10 1.805e-10 1.180e-10 1.125e-10 6.455e-11 3.879e-10 7.706e-11 7.546e-11 6.178e-11 5.680e-11 8.563e-11 2.193e-10 2.318e-10 4.982e-11 5.284e-11 5.141e-11 4.898e-11 5.280e-11 4.961e-11 4.892e-11 4.913e-11 4.891e-11 4.891e-11 4.901e-11 4.891e-11 4.915e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.923e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 4.891e-11 1.973e-09 +86 EP 10 2.381e-11 2.381e-11 2.381e-11 3.756e-11 4.036e-11 6.341e-11 6.168e-02 9.326e-01 2.153e-03 2.262e-09 8.157e-07 2.302e-03 6.524e-04 5.010e-04 2.225e-10 2.625e-10 1.023e-04 2.818e-10 3.444e-06 5.410e-11 7.402e-11 4.496e-11 3.222e-11 3.901e-11 2.849e-11 4.324e-11 2.518e-11 4.421e-11 2.491e-11 2.508e-11 1.585e-10 2.391e-11 2.395e-11 2.413e-11 2.385e-11 2.437e-11 2.557e-11 2.384e-11 2.385e-11 2.403e-11 2.381e-11 2.384e-11 2.382e-11 2.383e-11 2.389e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 2.381e-11 1.096e-10 +86 EP 11 4.156e-11 4.156e-11 4.156e-11 4.175e-11 4.632e-11 1.269e-10 3.932e-10 2.942e-03 4.630e-03 1.207e-02 6.847e-02 8.551e-01 4.600e-02 6.158e-08 5.641e-03 2.366e-03 6.022e-04 5.785e-10 1.432e-03 8.007e-10 4.371e-04 2.453e-05 2.158e-05 1.629e-10 6.890e-05 7.251e-11 3.309e-05 7.996e-05 8.328e-11 5.198e-11 1.092e-10 4.767e-11 4.269e-11 4.284e-11 4.341e-11 4.245e-11 5.888e-11 4.836e-11 4.225e-11 4.401e-11 4.174e-11 4.181e-11 4.232e-11 4.156e-11 4.966e-11 4.156e-11 4.156e-11 4.170e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.175e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 4.156e-11 6.698e-05 +86 EP 12 2.605e-11 2.605e-11 2.615e-11 4.161e-11 7.292e-11 2.844e-10 7.508e-01 2.492e-01 5.624e-09 2.391e-07 4.828e-09 7.009e-10 5.104e-10 1.395e-10 6.822e-10 1.050e-10 8.537e-11 1.095e-10 1.176e-10 6.107e-11 1.193e-10 5.071e-11 2.997e-11 2.912e-11 2.841e-11 3.112e-11 2.790e-11 2.802e-11 2.646e-11 2.784e-11 3.024e-11 3.236e-11 2.613e-11 2.781e-11 2.616e-11 2.606e-11 2.647e-11 2.619e-11 2.618e-11 2.607e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.606e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 2.605e-11 3.708e-11 +86 EP 13 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.017e-11 5.030e-11 5.042e-11 5.056e-11 5.225e-11 7.027e-11 4.916e-05 5.162e-11 1.096e-10 4.911e-10 1.297e-10 5.587e-11 1.122e-10 1.280e-10 1.914e-10 1.322e-04 5.191e-10 4.234e-05 2.545e-10 1.560e-04 3.170e-05 2.913e-04 2.466e-04 1.985e-10 4.088e-04 2.247e-10 1.872e-03 2.102e-10 3.463e-10 5.310e-02 2.292e-01 3.458e-01 2.436e-01 9.406e-02 2.366e-02 8.893e-10 6.346e-10 1.762e-03 1.695e-07 8.481e-04 5.693e-04 8.717e-06 1.964e-04 3.384e-04 4.335e-04 1.921e-05 9.072e-05 1.851e-10 1.218e-04 9.899e-11 1.414e-10 7.373e-11 7.274e-11 1.669e-09 1.818e-10 6.148e-11 5.519e-11 5.598e-11 5.016e-11 7.742e-11 5.051e-11 1.068e-10 5.079e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 2.796e-10 5.037e-11 5.016e-11 5.147e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.025e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 5.016e-11 2.967e-03 +86 EP 14 1.619e-11 1.677e-11 1.771e-11 1.629e-03 9.923e-01 4.820e-10 4.904e-03 4.398e-04 5.832e-04 3.375e-10 1.578e-04 1.075e-10 5.016e-11 2.067e-11 1.795e-11 7.500e-11 1.772e-11 2.035e-11 1.658e-11 1.859e-11 1.685e-11 1.629e-11 1.656e-11 1.623e-11 1.626e-11 1.622e-11 1.620e-11 1.621e-11 1.619e-11 1.620e-11 1.645e-11 1.621e-11 1.619e-11 1.621e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.619e-11 1.648e-11 +86 EP 15 2.366e-11 2.366e-11 2.370e-11 3.458e-11 6.670e-11 4.103e-10 9.947e-01 3.399e-09 2.971e-03 2.069e-03 6.741e-09 2.240e-10 2.574e-04 2.228e-10 1.875e-10 8.346e-07 1.224e-05 4.959e-11 3.113e-11 2.767e-11 2.921e-11 2.424e-11 2.489e-11 2.492e-11 2.433e-11 2.411e-11 2.371e-11 2.409e-11 2.368e-11 2.368e-11 1.518e-10 2.366e-11 2.366e-11 2.366e-11 2.367e-11 2.366e-11 2.373e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 2.366e-11 3.169e-11 +86 EP 16 2.828e-11 2.828e-11 2.829e-11 3.077e-11 4.054e-11 7.277e-11 5.600e-03 2.007e-02 9.310e-01 3.591e-02 1.000e-09 1.538e-03 2.283e-03 1.722e-03 9.170e-04 4.315e-04 4.553e-10 2.290e-04 2.256e-04 4.491e-05 8.940e-11 5.953e-11 5.870e-11 2.832e-10 5.242e-11 4.485e-11 3.244e-11 3.583e-05 3.030e-11 3.960e-11 3.324e-11 2.892e-11 2.894e-11 3.028e-11 2.852e-11 2.899e-11 3.930e-11 2.856e-11 2.991e-11 2.864e-11 2.830e-11 2.829e-11 2.828e-11 2.831e-11 2.833e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 2.828e-11 3.274e-05 +86 EP 17 7.338e-11 7.338e-11 7.338e-11 7.397e-11 7.667e-11 1.369e-10 2.631e-04 1.687e-03 3.720e-03 6.173e-03 1.862e-03 1.930e-03 8.651e-10 1.005e-09 4.306e-01 3.216e-01 1.626e-01 2.647e-02 1.820e-02 1.790e-02 1.907e-03 1.053e-03 1.640e-09 1.289e-03 1.030e-03 3.948e-10 1.174e-09 2.985e-10 1.974e-10 2.175e-10 1.472e-10 1.062e-10 2.181e-10 1.531e-10 1.554e-10 1.133e-10 1.744e-10 9.795e-11 8.135e-11 8.333e-11 9.216e-11 7.672e-11 7.516e-11 7.383e-11 7.855e-11 8.154e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.667e-11 7.338e-11 7.352e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 7.338e-11 1.804e-03 +86 EP 18 2.584e-11 2.584e-11 2.586e-11 3.162e-11 5.415e-11 8.346e-11 8.131e-10 5.053e-01 4.645e-01 1.731e-02 1.115e-02 6.394e-04 1.971e-08 8.160e-10 9.697e-04 5.150e-10 1.388e-10 7.790e-11 1.106e-10 7.791e-11 6.045e-11 6.047e-11 3.644e-11 4.211e-11 3.830e-11 7.426e-11 3.561e-11 3.139e-11 2.697e-11 3.088e-11 3.764e-11 4.357e-11 2.609e-11 2.610e-05 2.610e-11 2.586e-11 2.738e-11 2.619e-11 2.651e-11 2.591e-11 2.585e-11 2.584e-11 2.584e-11 2.596e-11 2.585e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 2.584e-11 9.059e-05 +86 EP 19 4.839e-11 4.839e-11 4.839e-11 4.846e-11 4.930e-11 4.313e-05 2.234e-10 3.469e-04 1.076e-03 9.988e-04 1.723e-03 1.410e-03 4.137e-03 3.979e-10 8.416e-03 1.839e-09 9.941e-03 6.859e-01 2.854e-01 1.633e-07 1.056e-09 2.499e-05 1.156e-08 3.542e-09 3.262e-09 5.903e-04 4.038e-10 3.340e-05 1.857e-10 6.889e-10 2.122e-10 1.373e-10 1.171e-10 1.101e-09 8.227e-11 8.736e-11 1.914e-10 9.075e-11 6.520e-11 1.232e-10 5.065e-11 4.997e-11 4.887e-11 4.860e-11 4.960e-11 4.997e-11 4.844e-11 4.840e-11 4.841e-11 4.839e-11 1.900e-10 4.846e-11 6.097e-11 4.839e-11 4.842e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.865e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.839e-11 4.297e-09 +86 EP 20 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.083e-11 7.069e-11 7.081e-11 7.082e-11 7.189e-11 7.268e-11 7.087e-11 7.170e-11 1.029e-10 8.015e-11 7.188e-11 7.471e-11 7.523e-11 9.399e-11 7.342e-11 7.964e-11 8.267e-11 6.507e-05 5.395e-05 3.226e-04 2.488e-04 3.820e-04 2.086e-04 1.122e-05 2.562e-10 3.320e-10 2.405e-04 1.333e-03 2.251e-03 1.230e-03 4.816e-03 4.595e-10 1.382e-09 3.305e-02 1.204e-01 1.688e-01 1.739e-01 1.418e-01 1.022e-01 6.971e-02 4.530e-02 2.930e-02 1.924e-02 1.392e-02 1.050e-02 6.728e-03 5.163e-03 3.716e-03 1.699e-03 1.445e-03 1.585e-03 1.137e-03 1.131e-03 7.069e-04 4.241e-04 4.702e-04 4.241e-04 7.068e-11 2.831e-04 7.068e-05 8.744e-11 1.414e-04 7.068e-11 7.068e-11 7.068e-11 7.068e-11 1.527e-04 7.068e-05 7.068e-11 1.414e-04 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.072e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 7.068e-11 3.528e-02 +86 EP 21 4.497e-11 4.497e-11 4.497e-11 4.509e-11 4.507e-11 4.833e-11 6.590e-11 1.787e-04 2.348e-10 1.145e-04 2.179e-04 2.439e-10 2.722e-04 4.111e-09 6.314e-04 2.767e-04 7.284e-10 1.430e-03 2.403e-10 3.015e-10 2.590e-10 4.310e-10 4.839e-02 3.939e-01 4.575e-01 9.417e-02 4.058e-10 1.749e-09 1.064e-09 3.255e-04 1.108e-04 1.652e-08 8.694e-04 6.540e-05 2.537e-09 2.230e-10 1.691e-10 4.567e-05 3.435e-04 4.479e-05 1.288e-10 1.100e-10 6.970e-11 6.224e-11 4.963e-11 5.253e-11 4.861e-11 5.903e-11 4.683e-11 4.520e-11 4.697e-11 5.173e-11 6.853e-11 4.649e-11 4.631e-11 4.566e-11 4.589e-11 4.555e-11 4.500e-11 4.499e-11 4.498e-11 4.498e-11 4.497e-11 4.505e-11 4.497e-11 4.498e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.511e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.510e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 4.497e-11 1.128e-03 +86 EP 22 3.107e-11 3.107e-11 3.108e-11 3.293e-11 5.282e-11 7.828e-11 1.475e-09 2.870e-09 5.557e-03 5.867e-01 3.610e-01 2.858e-02 1.499e-02 2.705e-03 3.511e-04 1.267e-08 8.214e-10 1.321e-04 5.162e-10 1.611e-10 1.780e-10 1.557e-10 8.147e-11 1.805e-10 2.090e-10 5.650e-11 5.987e-11 1.330e-09 3.758e-11 1.267e-10 1.513e-10 4.740e-11 3.301e-11 4.765e-11 3.202e-11 3.526e-11 3.312e-11 3.235e-11 4.301e-11 3.137e-11 3.119e-11 3.113e-11 3.108e-11 3.143e-11 3.137e-11 3.108e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.111e-11 3.107e-11 3.108e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.108e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 3.107e-11 4.155e-10 +86 EP 23 4.650e-11 4.650e-11 4.652e-11 4.672e-11 5.020e-11 9.134e-11 1.605e-03 8.574e-04 4.469e-05 2.285e-09 1.241e-02 3.917e-02 9.418e-01 5.682e-06 1.683e-03 2.856e-09 2.585e-09 5.668e-04 4.852e-04 2.045e-04 2.515e-05 4.296e-04 2.759e-04 3.074e-04 5.423e-05 7.633e-10 1.040e-10 3.207e-10 5.792e-11 1.070e-10 2.008e-10 5.522e-11 5.749e-11 6.371e-11 5.304e-11 4.821e-11 1.164e-10 3.347e-05 5.246e-11 5.164e-11 5.073e-11 4.722e-11 4.695e-11 4.652e-11 4.872e-11 4.661e-11 4.650e-11 4.661e-11 4.650e-11 4.650e-11 4.665e-11 4.650e-11 4.654e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.681e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 4.650e-11 3.412e-10 +86 EP 24 4.442e-11 4.442e-11 4.442e-11 4.454e-11 4.777e-11 8.646e-11 3.282e-09 1.025e-03 2.823e-03 3.067e-09 9.288e-04 1.432e-02 3.499e-09 9.550e-01 3.298e-03 6.288e-03 6.292e-03 4.089e-03 2.912e-03 1.269e-03 1.451e-03 4.484e-10 4.273e-10 5.708e-10 2.438e-10 2.205e-04 5.090e-05 1.766e-10 7.028e-11 2.216e-10 1.479e-10 6.445e-11 6.416e-11 6.227e-11 6.657e-11 5.250e-11 6.824e-11 4.928e-10 5.851e-11 5.265e-11 4.835e-11 4.613e-11 4.573e-11 4.451e-11 4.777e-11 4.547e-11 4.445e-11 4.465e-11 4.443e-11 4.443e-11 4.486e-11 4.443e-11 4.479e-11 4.443e-11 4.443e-11 4.442e-11 4.443e-11 4.443e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.461e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.442e-11 4.885e-10 +86 EP 25 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.098e-10 1.209e-10 1.762e-10 1.415e-10 4.661e-05 3.494e-09 2.647e-04 1.966e-10 5.702e-10 3.595e-10 3.254e-10 2.820e-10 2.411e-03 4.506e-10 4.364e-10 1.156e-09 2.296e-01 3.800e-01 2.354e-01 1.115e-01 2.275e-02 4.832e-03 4.255e-03 3.935e-04 1.796e-09 2.974e-03 1.204e-09 4.328e-04 1.215e-03 6.191e-04 6.114e-04 4.068e-10 4.280e-10 4.135e-10 4.299e-10 2.257e-04 1.451e-10 1.972e-04 2.760e-10 1.379e-10 4.582e-10 1.050e-10 5.939e-10 1.397e-10 1.045e-10 1.063e-10 1.028e-10 1.018e-10 1.058e-10 1.024e-10 1.021e-10 1.656e-10 1.018e-10 1.018e-10 1.018e-10 1.019e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.020e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.044e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 1.018e-10 2.335e-03 +86 EP 26 3.243e-11 3.243e-11 3.252e-11 4.377e-11 7.907e-11 6.974e-10 4.778e-01 4.963e-01 2.416e-02 5.501e-08 1.102e-04 1.597e-03 1.537e-06 8.940e-10 2.813e-10 1.643e-10 1.032e-10 9.352e-11 4.201e-11 9.616e-11 4.634e-11 3.673e-11 4.825e-11 4.215e-11 3.718e-11 3.327e-11 3.332e-11 3.306e-11 3.283e-11 3.293e-11 3.253e-05 3.250e-11 3.250e-11 3.270e-11 3.246e-11 3.246e-11 3.269e-11 3.244e-11 3.243e-11 3.271e-11 3.243e-11 3.244e-11 3.243e-11 3.243e-11 3.245e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 3.243e-11 1.454e-10 +86 EP 27 4.620e-11 4.620e-11 4.620e-11 4.629e-11 4.723e-11 6.691e-10 6.634e-05 1.950e-09 1.691e-03 1.960e-03 4.063e-04 1.776e-05 2.044e-03 3.183e-10 3.048e-08 4.103e-09 8.955e-01 6.356e-02 1.080e-09 2.193e-02 1.328e-03 3.273e-03 4.034e-03 2.685e-03 3.207e-09 3.496e-04 2.348e-10 1.579e-04 1.200e-10 1.038e-09 3.139e-10 9.321e-06 1.298e-10 1.037e-10 1.633e-10 1.168e-10 8.006e-11 6.310e-11 6.491e-11 1.308e-10 4.929e-11 6.387e-11 4.959e-11 4.692e-11 4.854e-11 4.799e-11 4.642e-11 4.684e-11 4.632e-11 4.621e-11 5.027e-11 4.629e-11 5.047e-11 4.623e-11 4.620e-11 4.622e-11 4.630e-11 4.621e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.672e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 4.620e-11 9.473e-04 +86 EP 28 1.106e-11 1.107e-11 1.119e-11 3.396e-11 8.844e-11 9.594e-01 3.759e-02 1.446e-09 1.519e-03 1.225e-03 3.668e-10 2.784e-04 7.157e-11 3.565e-11 2.204e-11 2.077e-05 1.552e-11 1.735e-11 1.274e-11 1.361e-11 1.449e-11 1.162e-11 1.212e-11 1.133e-11 1.127e-11 1.125e-11 1.113e-11 1.118e-11 1.108e-11 1.112e-11 1.268e-11 1.118e-11 1.107e-11 1.120e-11 1.106e-11 1.106e-11 1.109e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.106e-11 1.215e-11 +86 EP 29 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.689e-11 4.783e-11 4.955e-11 5.179e-11 4.745e-05 8.080e-11 1.051e-10 6.521e-11 1.668e-04 8.706e-11 8.246e-05 5.996e-11 1.962e-10 6.246e-10 6.211e-10 2.027e-10 3.442e-10 1.076e-03 2.881e-04 2.637e-10 4.879e-10 2.061e-10 3.660e-10 2.293e-10 3.207e-02 2.884e-01 4.131e-01 2.244e-01 3.007e-02 4.548e-10 7.186e-10 4.078e-03 7.375e-04 1.169e-03 2.117e-03 5.208e-04 4.148e-04 5.412e-04 1.730e-04 2.738e-10 1.975e-10 6.922e-05 1.126e-07 1.200e-04 1.866e-10 5.080e-11 1.086e-10 1.301e-04 7.669e-11 4.961e-11 4.822e-11 6.336e-05 4.992e-11 2.473e-10 4.856e-11 4.738e-11 4.696e-11 4.698e-11 4.687e-11 5.130e-11 4.689e-11 4.722e-11 4.688e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 5.852e-11 4.688e-11 4.687e-11 4.690e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.750e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 1.970e-04 +86 EP 30 4.248e-10 4.248e-10 4.248e-10 4.251e-10 4.250e-10 2.008e-09 4.503e-10 4.366e-10 4.418e-10 4.461e-04 4.662e-10 5.153e-10 4.532e-10 8.662e-04 4.984e-04 1.123e-03 1.137e-09 2.101e-03 1.458e-03 1.556e-03 3.572e-03 3.673e-03 2.207e-03 1.337e-03 2.202e-03 2.800e-03 2.784e-03 2.517e-03 2.037e-03 8.819e-04 3.158e-03 7.063e-04 6.590e-04 1.637e-03 2.516e-03 1.229e-03 1.832e-03 3.175e-03 2.406e-03 5.995e-04 2.822e-03 5.376e-04 1.157e-03 1.309e-03 1.084e-03 6.484e-04 7.704e-04 1.449e-04 4.382e-10 5.350e-10 6.851e-10 3.809e-04 5.160e-10 8.313e-04 4.316e-10 5.180e-04 8.150e-04 4.323e-10 4.245e-04 4.258e-10 5.728e-04 4.257e-10 4.248e-10 4.228e-04 4.249e-10 4.249e-10 4.292e-10 4.248e-10 4.248e-10 4.248e-10 4.248e-10 4.286e-10 4.249e-10 4.248e-10 4.249e-10 4.248e-10 4.248e-10 4.248e-10 4.248e-10 4.248e-04 1.274e-03 4.248e-04 4.248e-10 4.248e-10 4.248e-10 4.248e-10 4.248e-10 4.248e-10 4.248e-10 4.248e-10 9.355e-01 +86 EP 31 3.137e-11 3.137e-11 3.137e-11 3.226e-11 4.569e-11 6.472e-11 9.122e-04 6.956e-03 7.273e-02 8.780e-01 3.694e-02 1.155e-09 3.791e-03 1.567e-04 4.117e-10 6.968e-06 7.534e-05 2.388e-08 6.240e-05 1.243e-04 3.456e-10 5.362e-10 7.870e-11 2.298e-04 9.790e-11 5.183e-11 6.308e-11 5.982e-11 4.384e-11 3.613e-11 3.414e-11 3.406e-11 5.672e-11 3.156e-11 3.163e-11 3.158e-11 4.209e-11 3.190e-11 3.143e-11 4.487e-11 3.137e-11 3.299e-11 3.142e-11 3.137e-11 3.185e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.138e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 8.603e-11 +86 EP 32 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.688e-11 4.719e-11 4.767e-11 4.822e-11 6.406e-11 6.148e-11 6.599e-10 5.228e-11 5.397e-05 9.320e-11 6.694e-05 5.736e-11 7.902e-05 2.399e-04 9.395e-05 3.750e-10 1.074e-07 1.963e-04 8.958e-04 5.720e-06 1.505e-04 4.930e-10 2.174e-09 2.354e-10 8.988e-10 1.808e-10 1.399e-09 1.803e-01 3.466e-01 3.182e-01 1.291e-01 1.347e-02 6.847e-10 1.516e-09 2.166e-03 3.317e-03 1.537e-03 1.056e-03 1.040e-03 3.009e-04 1.912e-10 3.261e-04 3.131e-04 5.476e-06 1.752e-05 7.500e-11 9.371e-05 1.947e-10 5.690e-09 5.251e-11 5.211e-11 6.913e-11 5.369e-11 1.809e-10 6.227e-11 5.200e-11 4.728e-11 4.749e-11 4.687e-11 6.132e-11 4.699e-11 4.867e-11 4.694e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 1.136e-10 4.691e-11 4.687e-11 4.703e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.706e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.005e-04 +86 EP 33 5.772e-11 5.772e-11 5.772e-11 5.781e-11 5.979e-11 1.241e-10 9.165e-10 1.266e-03 1.089e-09 1.750e-03 1.241e-03 8.846e-04 2.352e-09 6.715e-10 3.162e-09 9.822e-01 5.494e-09 1.944e-09 1.378e-03 8.430e-05 4.168e-03 3.533e-03 2.037e-09 3.323e-04 1.480e-03 3.755e-04 4.088e-10 8.286e-09 1.700e-10 6.887e-05 1.708e-10 1.016e-10 5.042e-07 1.155e-10 1.251e-10 1.295e-10 8.109e-11 7.518e-11 8.912e-11 1.141e-04 6.035e-11 1.023e-10 6.137e-11 5.819e-11 6.103e-11 5.877e-11 5.785e-11 5.811e-11 5.779e-11 5.774e-11 5.930e-11 5.777e-11 5.936e-11 5.774e-11 5.775e-11 5.774e-11 5.780e-11 5.773e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.828e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 5.772e-11 1.117e-03 +86 EP 34 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.526e-11 5.527e-11 5.537e-11 5.562e-11 5.730e-11 6.169e-11 5.562e-11 5.825e-11 5.567e-05 1.501e-10 5.640e-11 6.776e-11 6.051e-11 8.596e-11 6.575e-11 8.186e-05 1.399e-10 3.669e-10 2.869e-10 1.822e-09 2.656e-10 1.210e-09 3.462e-04 8.633e-04 8.665e-04 1.607e-03 4.288e-04 7.280e-04 1.268e-09 2.313e-10 1.820e-09 1.195e-01 2.618e-01 2.821e-01 1.918e-01 9.352e-02 3.030e-02 1.217e-02 2.341e-03 1.207e-03 3.715e-10 3.765e-10 1.844e-10 9.660e-10 2.022e-10 2.003e-10 1.587e-10 5.715e-10 1.111e-04 3.099e-05 1.222e-10 9.759e-11 1.890e-10 3.698e-10 6.883e-11 1.570e-10 8.005e-11 5.525e-11 1.399e-10 5.870e-11 5.525e-05 5.892e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 1.017e-04 5.810e-11 5.525e-11 8.186e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.525e-11 5.843e-10 +86 EP 35 4.031e-11 4.031e-05 9.812e-02 8.979e-01 1.545e-09 3.601e-03 1.247e-09 2.966e-04 7.467e-11 7.081e-05 5.694e-06 4.781e-11 5.317e-11 4.104e-11 4.053e-11 4.641e-11 4.056e-11 4.149e-11 4.037e-11 4.100e-11 4.040e-11 4.032e-11 4.034e-11 4.032e-11 4.034e-11 4.032e-11 4.031e-11 4.031e-11 4.031e-11 4.032e-11 4.033e-11 4.032e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.031e-11 4.040e-11 +86 EP 36 4.307e-11 4.307e-11 4.307e-11 4.324e-11 4.619e-11 3.561e-10 2.230e-10 7.942e-10 2.913e-04 5.666e-10 6.431e-10 2.570e-09 3.534e-01 3.077e-01 1.736e-01 8.829e-02 4.148e-02 1.523e-02 7.491e-03 6.258e-03 1.546e-03 1.795e-03 1.222e-03 7.611e-04 3.468e-09 1.773e-09 2.266e-10 1.301e-09 2.216e-10 2.958e-10 1.905e-10 7.524e-11 5.950e-11 4.872e-11 5.899e-11 5.512e-11 7.649e-11 1.337e-10 4.641e-11 1.125e-10 4.434e-11 5.277e-11 5.460e-11 4.307e-11 5.111e-11 4.307e-11 4.307e-11 4.453e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.579e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 4.307e-11 9.896e-04 +86 EP 37 5.070e-11 5.070e-11 5.070e-11 5.079e-11 5.171e-11 1.182e-10 7.423e-11 2.515e-04 5.236e-04 9.086e-04 9.593e-04 1.143e-03 1.475e-03 2.063e-10 3.372e-09 2.911e-10 4.376e-10 1.149e-09 4.234e-01 5.560e-01 3.405e-07 6.782e-10 6.551e-03 8.541e-03 1.781e-09 9.603e-05 9.278e-10 8.999e-10 3.279e-10 6.791e-10 5.341e-10 1.501e-10 1.500e-10 6.617e-05 1.777e-10 9.258e-11 7.013e-05 1.820e-10 7.639e-11 6.616e-11 8.613e-11 5.883e-11 5.332e-11 5.450e-11 5.312e-11 5.681e-11 5.148e-11 5.337e-11 5.150e-11 5.091e-11 5.068e-05 5.128e-11 6.233e-11 5.078e-11 5.108e-11 5.076e-11 5.114e-11 5.076e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.071e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.072e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.077e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 5.070e-11 6.489e-10 +86 EP 38 5.043e-11 5.043e-11 5.043e-11 5.061e-11 5.073e-11 5.925e-11 8.001e-11 3.136e-10 2.457e-04 8.097e-04 5.811e-04 3.735e-04 1.330e-03 3.406e-09 1.438e-03 2.580e-09 2.715e-10 4.423e-03 3.615e-10 5.710e-10 1.345e-08 4.190e-01 4.628e-01 1.080e-01 6.072e-10 1.346e-04 7.213e-10 2.804e-09 1.221e-09 3.637e-04 9.395e-09 3.279e-08 3.827e-09 5.416e-05 1.585e-10 5.630e-06 1.998e-10 1.074e-10 1.283e-04 6.203e-11 1.049e-04 9.763e-05 6.127e-11 5.240e-11 5.190e-11 5.549e-11 5.896e-11 5.081e-11 5.105e-11 5.044e-11 5.457e-11 5.070e-11 2.366e-10 5.044e-11 5.143e-11 5.044e-11 5.043e-11 5.044e-11 5.044e-11 5.043e-11 5.044e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.044e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.062e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 5.043e-11 1.339e-04 +86 TP 1 3.607e-01 1.852e-03 2.859e-03 7.828e-02 1.601e-01 1.169e-09 6.054e-03 1.069e-02 1.295e-02 2.440e-02 5.679e-02 4.142e-03 9.831e-04 9.492e-04 8.411e-03 7.509e-03 1.540e-02 7.467e-03 9.648e-03 1.945e-04 2.941e-03 3.872e-02 1.176e-02 1.218e-02 8.862e-04 3.061e-02 7.369e-03 8.882e-03 1.078e-03 6.058e-05 8.688e-02 6.237e-04 7.913e-03 3.503e-08 8.032e-05 1.113e-02 5.261e-03 4.192e-03 +86 TP 2 1.216e-10 4.253e-01 1.370e-01 3.786e-03 1.055e-10 1.926e-02 2.183e-02 6.603e-03 3.616e-03 5.103e-04 3.019e-03 2.510e-10 2.786e-02 4.529e-11 1.205e-05 1.163e-10 2.301e-10 6.948e-11 7.338e-10 4.371e-03 4.847e-02 1.150e-10 3.033e-10 1.185e-03 6.146e-02 4.404e-04 7.024e-03 7.605e-05 1.362e-01 8.783e-04 9.584e-04 5.394e-02 6.677e-03 9.134e-03 4.523e-11 1.108e-02 9.288e-03 1.912e-09 +86 TP 3 1.218e-10 1.235e-01 4.204e-01 6.597e-03 9.567e-11 3.409e-02 3.673e-02 8.009e-03 6.215e-03 1.822e-03 2.294e-03 1.139e-10 1.432e-02 4.261e-11 8.504e-11 1.293e-10 1.763e-10 8.144e-11 6.515e-10 2.790e-03 1.061e-01 7.765e-11 3.211e-10 2.964e-03 9.159e-02 1.300e-03 1.260e-02 4.405e-05 5.585e-02 1.239e-03 1.643e-03 2.966e-02 5.484e-03 5.151e-03 4.250e-11 1.664e-02 1.299e-02 2.667e-09 +86 TP 4 1.781e-09 2.513e-08 1.362e-10 7.896e-02 1.783e-09 2.830e-09 2.062e-10 1.307e-05 7.237e-10 2.550e-01 1.379e-09 1.277e-08 1.836e-10 1.180e-02 4.783e-02 3.644e-01 4.795e-09 6.314e-10 3.439e-10 2.167e-10 2.486e-10 8.673e-10 2.108e-03 4.055e-10 3.078e-10 1.775e-01 1.847e-10 6.107e-02 1.319e-10 6.486e-05 8.454e-04 1.732e-10 5.895e-09 6.577e-11 3.860e-04 1.500e-09 1.936e-10 2.595e-10 +86 TP 5 2.164e-02 8.229e-03 1.306e-02 3.090e-02 6.175e-02 1.008e-02 3.383e-02 3.380e-02 7.525e-02 1.827e-02 4.376e-09 2.645e-03 1.266e-03 6.208e-04 6.283e-03 2.023e-02 7.192e-02 9.530e-03 5.207e-02 2.864e-10 1.985e-02 1.877e-02 8.522e-02 1.062e-01 6.909e-04 1.346e-02 4.665e-02 4.112e-03 6.317e-03 8.603e-04 3.941e-02 3.581e-03 3.988e-02 4.038e-04 1.800e-10 7.773e-02 3.653e-02 2.901e-02 +86 TP 6 3.886e-04 6.041e-10 5.686e-10 2.411e-02 1.844e-03 1.106e-01 6.226e-10 4.421e-02 5.902e-02 7.771e-03 1.605e-02 2.257e-10 3.098e-10 1.496e-10 2.888e-04 1.578e-04 2.484e-09 8.546e-10 2.676e-01 1.474e-04 4.699e-10 6.185e-04 5.303e-04 3.145e-02 5.245e-10 6.442e-03 2.017e-01 9.034e-04 5.780e-10 9.639e-05 1.088e-02 2.822e-10 9.537e-02 1.096e-04 8.234e-11 1.070e-01 1.271e-02 4.056e-10 +86 TP 7 9.448e-04 1.941e-02 3.171e-02 1.331e-02 2.549e-04 1.096e-01 3.707e-01 1.756e-02 1.660e-02 2.576e-03 6.000e-03 6.995e-11 4.043e-03 3.976e-11 1.880e-10 3.623e-10 6.106e-04 4.245e-10 5.362e-08 4.800e-04 4.804e-02 2.103e-10 2.495e-08 7.251e-03 6.110e-10 4.010e-03 3.295e-02 5.049e-04 1.201e-02 9.934e-04 4.729e-03 9.151e-03 1.970e-02 1.431e-03 3.956e-11 4.425e-02 9.171e-02 1.295e-01 +86 TP 8 2.848e-01 4.076e-05 3.883e-06 2.245e-01 2.167e-09 1.532e-09 5.563e-05 6.923e-02 2.431e-05 7.351e-02 2.340e-09 4.370e-09 1.589e-10 3.306e-03 1.676e-02 1.252e-02 1.634e-09 1.758e-09 5.853e-10 7.315e-11 2.262e-09 1.339e-05 7.051e-10 5.031e-10 2.998e-04 6.625e-02 3.865e-10 2.249e-02 2.261e-04 1.883e-04 2.210e-01 1.390e-10 7.045e-10 4.731e-10 1.318e-04 4.588e-03 4.281e-10 4.210e-10 +86 TP 9 4.878e-03 5.206e-05 5.825e-07 3.163e-02 1.535e-08 1.033e-09 9.048e-10 4.659e-02 3.434e-01 9.833e-03 9.808e-03 4.632e-10 3.769e-04 3.434e-04 3.864e-04 8.963e-08 1.766e-01 2.275e-09 4.196e-09 1.545e-10 5.506e-10 1.455e-03 1.517e-09 1.394e-01 1.170e-09 1.653e-02 8.973e-10 2.057e-03 1.144e-03 1.077e-04 1.012e-02 3.407e-04 3.686e-02 2.911e-05 4.938e-05 1.676e-01 8.172e-10 5.165e-04 +86 TP 10 9.099e-10 1.166e-06 2.048e-10 1.545e-02 1.479e-03 2.022e-10 1.611e-10 1.314e-08 4.190e-04 4.048e-01 5.127e-04 4.720e-02 8.655e-11 1.346e-03 1.313e-02 3.865e-06 5.071e-10 3.309e-01 1.292e-10 1.275e-05 1.002e-10 1.617e-02 2.975e-10 1.282e-09 1.096e-10 1.594e-01 2.104e-10 1.883e-03 1.447e-04 9.851e-11 7.155e-03 1.667e-10 1.024e-09 2.619e-05 9.264e-10 2.916e-10 2.131e-10 1.411e-10 +86 TP 11 6.042e-03 1.865e-04 1.473e-04 2.862e-02 2.547e-01 1.084e-08 8.418e-10 1.651e-01 8.880e-06 1.115e-02 4.052e-01 3.226e-03 3.090e-10 4.933e-04 6.384e-03 5.203e-03 2.679e-03 2.233e-08 6.321e-10 2.935e-04 6.485e-10 1.341e-02 6.457e-02 9.376e-10 8.008e-10 2.264e-02 1.402e-09 6.461e-03 4.130e-07 1.444e-09 4.006e-09 1.576e-09 2.032e-09 1.851e-10 1.169e-10 3.586e-03 5.729e-10 4.188e-10 +86 TP 12 1.827e-02 4.331e-04 6.740e-04 4.319e-02 2.660e-02 7.643e-10 2.358e-03 1.167e-02 5.665e-03 8.686e-02 1.685e-02 1.390e-01 1.905e-04 2.560e-02 2.726e-09 1.923e-02 6.912e-03 2.963e-01 4.769e-03 2.730e-11 1.551e-03 8.485e-02 1.070e-02 8.537e-03 1.680e-10 7.250e-02 4.080e-03 6.055e-02 4.252e-04 8.335e-05 3.820e-02 5.254e-11 3.484e-03 6.631e-06 1.974e-03 3.491e-03 3.367e-03 1.652e-03 +86 TP 13 3.740e-10 2.820e-02 1.785e-02 1.082e-03 7.397e-11 3.418e-03 5.913e-03 1.337e-03 1.491e-03 1.534e-04 6.535e-04 6.132e-11 5.429e-01 5.021e-11 9.182e-11 1.944e-10 7.216e-11 7.735e-11 3.374e-10 3.901e-02 6.554e-03 7.158e-11 2.740e-09 4.250e-04 8.754e-03 3.018e-04 1.837e-03 5.712e-11 5.434e-02 9.957e-04 3.965e-04 1.431e-01 6.848e-04 1.359e-01 5.018e-11 2.386e-03 2.296e-03 6.771e-10 +86 TP 14 7.328e-04 1.650e-11 1.833e-11 1.163e-03 1.219e-03 8.163e-05 6.733e-05 8.017e-04 3.267e-04 4.001e-03 4.047e-04 5.176e-02 1.627e-11 5.083e-01 2.399e-02 4.947e-03 3.151e-04 1.219e-02 5.575e-05 1.621e-11 1.098e-10 3.325e-03 3.877e-04 2.564e-04 1.116e-05 7.739e-03 3.128e-04 2.604e-01 1.635e-11 2.860e-11 1.944e-03 1.623e-11 1.586e-04 1.628e-11 1.151e-01 3.025e-10 5.743e-05 4.080e-05 +86 TP 15 1.607e-09 5.238e-05 9.025e-11 1.102e-03 4.611e-10 4.686e-05 2.409e-04 6.881e-04 2.489e-10 2.334e-02 7.399e-10 3.088e-01 9.451e-11 5.507e-02 3.302e-01 1.382e-03 1.570e-10 3.474e-02 6.262e-10 2.375e-11 1.418e-10 8.828e-10 4.645e-10 7.515e-10 1.204e-10 1.502e-02 2.717e-10 2.237e-01 8.090e-11 1.079e-10 1.462e-03 3.273e-11 3.238e-10 8.200e-11 4.194e-03 5.148e-10 8.367e-10 5.618e-10 +86 TP 16 2.283e-07 1.359e-03 1.940e-03 7.797e-09 2.234e-02 6.909e-04 3.280e-03 1.511e-02 6.836e-03 9.209e-02 1.356e-02 1.304e-02 6.275e-04 5.547e-03 2.239e-02 3.999e-01 5.593e-03 3.961e-02 4.160e-03 5.181e-05 2.467e-03 1.663e-01 7.960e-03 6.758e-03 2.297e-10 6.525e-02 3.876e-03 3.200e-02 8.325e-04 2.452e-05 4.773e-02 3.867e-04 3.738e-03 1.866e-05 4.306e-04 8.523e-03 3.141e-03 2.467e-03 +86 TP 17 2.084e-04 2.782e-02 3.500e-02 4.837e-03 6.337e-03 5.295e-03 9.461e-02 2.750e-09 4.812e-09 2.602e-03 6.424e-09 1.455e-09 3.396e-03 2.070e-04 1.019e-08 2.421e-03 1.006e-01 1.994e-09 1.832e-01 4.669e-04 4.748e-02 4.669e-03 1.174e-09 6.653e-09 3.475e-09 3.120e-03 1.518e-01 1.306e-09 1.297e-02 2.040e-03 1.340e-03 8.776e-03 1.140e-01 1.490e-03 1.376e-10 2.175e-02 1.001e-01 6.358e-02 +86 TP 18 2.940e-02 1.439e-03 2.284e-03 4.638e-02 4.660e-02 6.732e-05 7.253e-03 3.091e-02 1.395e-02 4.251e-02 2.982e-02 2.209e-02 5.088e-05 8.691e-03 2.552e-02 1.409e-01 1.720e-02 1.295e-01 1.269e-02 1.586e-10 3.315e-03 1.483e-01 2.539e-02 2.192e-02 2.637e-10 3.594e-02 9.322e-03 4.446e-02 9.890e-04 6.853e-05 6.861e-02 7.583e-04 8.264e-03 1.856e-04 3.302e-04 1.255e-02 6.525e-03 5.813e-03 +86 TP 19 6.588e-04 1.391e-02 2.285e-02 1.936e-02 1.005e-09 4.388e-09 7.349e-02 2.439e-02 3.405e-02 3.619e-03 1.205e-02 1.294e-10 2.046e-03 1.025e-04 1.058e-09 4.591e-10 7.015e-10 3.101e-10 3.419e-01 4.596e-04 2.850e-02 1.166e-03 1.814e-09 1.295e-02 1.849e-07 5.905e-03 1.031e-01 1.069e-03 8.488e-03 5.392e-04 5.027e-03 5.836e-03 4.845e-02 1.709e-03 4.900e-11 6.213e-02 1.180e-01 4.823e-02 +86 TP 20 2.092e-10 8.680e-03 4.409e-03 2.113e-04 1.056e-10 6.995e-04 4.202e-04 1.851e-04 1.926e-04 7.651e-11 2.523e-10 7.114e-11 5.407e-02 7.069e-11 7.120e-11 2.087e-10 9.911e-11 8.928e-11 1.493e-10 7.251e-01 2.448e-03 8.431e-11 2.106e-04 5.490e-04 2.790e-03 7.465e-11 1.316e-04 7.298e-11 8.734e-03 1.077e-03 1.533e-08 2.486e-02 2.536e-04 1.644e-01 7.068e-11 2.656e-10 5.175e-04 4.785e-10 +86 TP 21 8.499e-05 6.540e-02 1.339e-01 8.658e-03 1.101e-10 3.307e-02 3.625e-02 1.234e-02 7.602e-03 8.404e-04 2.073e-03 9.526e-11 1.095e-02 4.595e-05 8.121e-11 1.713e-10 1.988e-10 8.895e-11 5.669e-10 1.660e-03 4.329e-01 1.042e-10 3.267e-10 1.543e-03 1.359e-01 1.487e-03 1.003e-02 2.329e-04 3.699e-02 1.230e-03 2.736e-03 2.176e-02 6.635e-03 2.794e-03 4.502e-11 1.836e-02 1.462e-02 9.215e-10 +86 TP 22 1.233e-01 4.283e-03 6.595e-03 2.823e-02 1.176e-01 3.468e-03 1.523e-02 3.705e-02 3.201e-02 3.462e-02 7.473e-02 1.960e-02 7.237e-04 4.614e-03 1.304e-02 2.618e-02 3.231e-02 2.686e-02 2.507e-02 5.380e-11 8.743e-03 1.165e-01 4.238e-02 3.926e-02 6.499e-10 2.917e-02 2.052e-02 2.204e-02 3.228e-03 3.854e-04 3.852e-07 1.726e-03 1.723e-02 4.718e-04 1.785e-10 4.300e-02 1.666e-02 1.322e-02 +86 TP 23 7.253e-03 2.800e-03 3.287e-03 4.563e-02 1.960e-02 6.355e-04 9.669e-03 8.440e-02 3.274e-02 1.517e-02 8.224e-02 1.091e-07 9.611e-04 7.823e-04 4.615e-03 2.648e-03 4.752e-02 3.424e-03 1.702e-02 1.445e-04 6.353e-03 5.266e-03 3.541e-01 1.370e-01 2.620e-04 1.856e-02 1.050e-02 5.507e-03 1.902e-03 7.046e-05 2.398e-02 1.317e-03 1.330e-02 4.084e-05 3.097e-05 2.473e-02 9.967e-03 6.573e-03 +86 TP 24 5.013e-03 5.323e-03 7.387e-03 2.634e-02 1.083e-08 2.017e-03 1.847e-02 3.782e-02 8.026e-02 8.347e-03 2.324e-02 3.874e-09 1.613e-03 4.937e-04 1.465e-03 1.318e-03 1.190e-01 2.151e-03 2.950e-02 9.988e-05 8.515e-03 5.482e-03 7.737e-02 3.357e-01 1.622e-03 1.362e-02 2.018e-02 2.866e-03 3.821e-03 5.814e-04 1.404e-02 1.813e-03 1.759e-02 1.468e-04 4.667e-11 9.775e-02 1.610e-02 1.292e-02 +86 TP 25 4.568e-10 5.139e-10 8.184e-10 9.149e-03 1.715e-09 1.224e-01 2.076e-01 1.684e-02 1.776e-02 2.395e-03 5.484e-03 3.274e-10 7.393e-10 2.391e-10 3.414e-10 3.974e-10 6.668e-10 1.954e-10 4.939e-07 7.761e-04 2.162e-09 2.134e-10 6.081e-04 6.727e-03 1.605e-01 4.085e-03 3.863e-02 3.904e-10 5.565e-10 2.113e-10 3.958e-03 3.592e-10 2.736e-02 6.988e-10 1.020e-10 4.278e-02 4.800e-02 2.850e-01 +86 TP 26 3.070e-09 2.931e-08 2.445e-05 8.067e-03 1.546e-07 8.790e-10 7.986e-05 3.753e-03 2.452e-10 3.756e-03 4.066e-10 1.616e-09 5.681e-11 8.521e-02 4.581e-01 6.273e-04 2.632e-10 1.963e-09 2.040e-10 4.891e-11 1.039e-10 3.641e-09 1.057e-08 2.875e-04 4.400e-10 5.283e-02 2.108e-10 3.810e-01 8.598e-11 7.179e-05 1.276e-03 5.819e-11 6.582e-10 1.427e-10 4.782e-03 4.135e-10 1.736e-10 1.117e-04 +86 TP 27 3.931e-03 6.167e-03 1.075e-02 2.248e-02 2.177e-03 6.290e-10 2.995e-02 3.220e-02 7.107e-02 6.234e-03 1.278e-02 1.938e-10 1.726e-03 5.794e-05 1.218e-09 2.155e-04 4.678e-03 5.132e-10 1.394e-01 7.472e-10 1.406e-02 8.303e-05 2.337e-03 2.699e-02 2.535e-09 8.661e-03 3.125e-01 1.078e-03 5.208e-03 6.375e-04 8.138e-03 3.335e-03 1.308e-01 3.129e-04 4.647e-11 9.331e-02 3.027e-02 1.845e-02 +86 TP 28 2.727e-03 4.025e-05 7.545e-05 4.599e-03 3.645e-03 3.689e-05 3.718e-04 1.705e-03 7.259e-04 1.552e-02 1.902e-03 1.358e-01 1.158e-11 1.772e-01 7.675e-02 1.342e-02 9.822e-04 3.632e-02 3.217e-04 1.108e-11 8.073e-05 1.255e-02 1.154e-03 8.713e-04 9.919e-11 2.246e-02 6.238e-04 4.625e-01 1.052e-05 1.194e-05 6.594e-03 2.576e-05 3.659e-04 1.186e-11 1.895e-02 9.914e-04 3.898e-04 2.677e-04 +86 TP 29 1.274e-10 1.375e-01 6.609e-02 3.205e-03 1.279e-10 1.350e-02 1.430e-02 5.337e-03 2.128e-03 5.342e-04 1.262e-03 6.104e-11 4.129e-02 4.703e-11 1.069e-10 1.068e-10 7.838e-11 6.580e-11 2.775e-10 7.349e-03 2.914e-02 7.385e-11 1.551e-04 1.284e-03 3.728e-02 7.082e-04 5.896e-03 4.984e-11 4.509e-01 2.020e-03 1.388e-03 1.409e-01 3.673e-03 1.915e-02 4.701e-11 9.613e-03 5.347e-03 7.259e-10 +86 TP 30 1.128e-09 9.649e-03 1.421e-02 4.043e-03 8.373e-10 2.066e-02 7.565e-03 6.606e-03 6.576e-04 1.380e-03 8.773e-10 7.213e-10 8.785e-03 4.508e-10 8.538e-04 9.708e-04 7.624e-10 2.356e-09 1.946e-09 1.220e-02 1.334e-09 7.792e-10 1.066e-09 1.285e-09 2.569e-02 2.324e-09 5.411e-03 4.679e-04 1.028e-02 8.429e-01 7.777e-10 9.862e-03 2.872e-03 1.293e-09 4.124e-04 1.452e-02 1.106e-05 9.163e-10 +86 TP 31 1.041e-02 1.679e-05 6.437e-10 1.919e-01 8.766e-03 3.639e-10 2.885e-10 2.442e-02 8.029e-09 7.991e-09 3.011e-03 5.128e-05 3.223e-05 1.554e-03 9.577e-03 8.760e-04 2.109e-09 1.560e-09 3.058e-10 5.736e-06 2.146e-10 2.958e-01 3.532e-07 2.570e-08 2.598e-10 2.958e-02 3.262e-10 1.070e-02 1.042e-04 3.074e-05 4.131e-01 3.649e-10 1.536e-09 8.927e-10 6.543e-05 9.594e-10 1.848e-10 2.539e-10 +86 TP 32 1.559e-10 6.244e-02 3.361e-02 1.930e-03 7.836e-11 9.069e-03 9.134e-03 2.449e-03 2.150e-03 1.754e-04 8.529e-04 5.704e-11 1.375e-01 4.698e-11 9.993e-11 9.004e-11 7.303e-11 6.380e-11 5.260e-10 1.755e-02 1.671e-02 6.827e-11 3.518e-10 5.602e-10 2.092e-02 3.558e-04 3.548e-03 9.449e-05 1.360e-01 1.058e-03 6.162e-04 4.973e-01 2.849e-03 3.558e-02 4.711e-11 4.708e-03 3.387e-03 6.787e-10 +86 TP 33 6.508e-03 3.628e-03 5.983e-03 2.679e-02 3.499e-03 2.841e-09 1.533e-02 3.713e-02 1.401e-01 7.401e-03 1.566e-02 5.531e-10 7.786e-04 6.516e-05 2.181e-09 2.832e-04 4.061e-02 1.964e-04 5.069e-02 1.479e-04 7.220e-03 4.014e-06 1.087e-09 3.963e-02 2.243e-09 1.101e-02 1.197e-01 1.723e-03 2.389e-03 1.541e-10 1.228e-02 2.005e-03 3.012e-01 5.664e-04 1.009e-10 1.200e-01 1.600e-02 1.152e-02 +86 TP 34 1.044e-09 1.131e-02 6.399e-03 2.928e-04 7.646e-11 2.788e-03 1.940e-03 1.020e-03 3.767e-04 1.642e-10 2.376e-04 6.054e-11 1.473e-01 5.525e-11 5.794e-11 1.362e-10 7.786e-11 7.327e-11 4.906e-10 1.244e-01 2.292e-03 7.193e-11 1.033e-04 1.154e-10 6.057e-03 6.899e-11 9.515e-04 5.531e-11 2.212e-02 2.958e-04 3.146e-04 4.678e-02 8.645e-04 6.230e-01 5.525e-11 5.164e-04 6.877e-04 7.059e-10 +86 TP 35 5.783e-04 4.119e-11 5.742e-11 5.023e-04 4.361e-04 1.415e-05 6.322e-11 1.902e-06 4.222e-11 5.563e-04 7.869e-11 1.335e-02 4.042e-11 2.868e-01 4.940e-03 5.874e-04 4.642e-05 2.681e-03 1.527e-10 4.041e-11 4.053e-05 3.944e-04 1.542e-04 4.132e-05 4.227e-11 3.978e-04 1.418e-04 6.858e-02 4.059e-11 4.055e-11 2.492e-04 4.055e-11 1.331e-10 4.041e-11 6.195e-01 2.922e-10 3.475e-05 4.009e-05 +86 TP 36 2.477e-02 1.048e-09 1.432e-09 9.446e-02 9.166e-10 7.877e-10 3.427e-10 1.748e-01 1.067e-09 3.546e-02 1.668e-01 2.012e-03 3.514e-10 4.650e-04 6.550e-03 1.765e-02 9.196e-10 4.767e-03 5.920e-10 2.072e-10 5.435e-10 6.193e-03 2.294e-01 6.378e-02 7.449e-10 2.326e-02 6.685e-10 8.346e-03 7.652e-10 3.294e-10 7.133e-02 2.338e-10 7.818e-10 1.622e-10 6.867e-11 6.990e-02 3.982e-10 3.171e-10 +86 TP 37 3.334e-04 1.905e-02 3.065e-02 1.441e-02 7.093e-10 1.299e-01 1.489e-01 1.797e-02 1.513e-02 2.944e-03 5.935e-03 1.098e-10 4.344e-03 5.148e-11 2.386e-10 4.478e-10 6.116e-10 2.253e-10 2.283e-09 7.148e-04 3.745e-02 5.578e-10 6.835e-10 3.825e-03 1.207e-06 4.317e-03 1.909e-02 4.608e-04 1.216e-02 1.359e-03 4.025e-03 6.812e-03 1.622e-02 1.495e-03 5.101e-11 2.987e-02 4.022e-01 7.049e-02 +86 TP 38 2.629e-10 3.953e-02 6.473e-02 1.051e-02 2.013e-10 5.967e-02 9.852e-02 1.416e-02 9.024e-03 1.908e-03 4.532e-03 8.901e-11 7.702e-03 7.427e-11 3.671e-10 2.087e-10 3.374e-10 1.592e-10 3.042e-09 1.354e-03 1.451e-01 2.644e-10 4.613e-10 4.197e-03 1.760e-09 2.485e-03 2.259e-02 2.317e-04 2.406e-02 8.584e-04 4.814e-03 1.473e-02 1.386e-02 2.999e-03 5.063e-11 2.504e-02 2.657e-02 4.008e-01 +87 IP 1 7.553e-09 +87 IP 2 3.257e-09 +87 IP 3 3.257e-09 +87 IP 4 3.406e-09 +87 IP 5 3.259e-09 +87 IP 6 3.258e-09 +87 IP 7 3.257e-09 +87 IP 8 3.258e-09 +87 IP 9 3.543e-03 +87 IP 10 3.851e-03 +87 IP 11 3.257e-09 +87 IP 12 1.567e-01 +87 IP 13 1.153e-02 +87 IP 14 3.259e-09 +87 IP 15 8.467e-09 +87 IP 16 3.258e-09 +87 IP 17 3.257e-09 +87 IP 18 3.265e-09 +87 IP 19 3.257e-09 +87 IP 20 7.859e-09 +87 IP 21 3.257e-09 +87 IP 22 3.257e-09 +87 IP 23 3.257e-09 +87 IP 24 3.260e-09 +87 IP 25 3.676e-03 +87 IP 26 3.576e-09 +87 IP 27 3.257e-09 +87 IP 28 2.635e-02 +87 IP 29 3.257e-09 +87 IP 30 3.257e-09 +87 IP 31 3.258e-09 +87 IP 32 3.257e-09 +87 IP 33 3.101e-03 +87 IP 34 9.014e-09 +87 IP 35 3.257e-09 +87 IP 36 3.257e-09 +87 IP 37 3.338e-09 +87 IP 38 3.257e-09 +87 IP 39 7.523e-01 +87 IP 40 3.590e-02 +87 IP 41 3.257e-09 +87 IP 42 3.034e-03 +87 IP 43 3.257e-09 +87 IP 44 3.258e-09 +87 IP 45 3.257e-09 +87 EP 1 3.461e-11 3.461e-11 3.461e-11 3.583e-11 4.769e-11 2.428e-10 5.770e-10 5.504e-10 4.680e-08 2.577e-07 9.582e-01 3.389e-02 2.410e-03 1.426e-03 1.361e-03 2.108e-03 6.526e-04 1.123e-09 2.131e-08 2.892e-10 1.322e-10 2.444e-10 1.728e-10 7.646e-11 7.994e-11 5.900e-11 2.113e-10 6.797e-11 5.393e-11 1.451e-10 4.723e-11 4.024e-11 3.976e-11 4.162e-11 3.772e-11 3.639e-11 3.545e-11 3.590e-11 3.486e-11 3.480e-11 3.546e-11 3.527e-11 3.500e-11 3.470e-11 3.468e-11 3.464e-11 3.464e-11 3.467e-11 3.495e-11 3.462e-11 3.464e-11 3.463e-11 3.462e-11 3.461e-11 3.461e-11 3.471e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.462e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 3.461e-11 1.626e-10 +87 EP 2 3.994e-11 3.994e-11 3.994e-11 3.995e-11 3.995e-11 4.030e-11 4.948e-11 9.402e-05 4.736e-05 2.059e-10 7.083e-11 2.025e-09 1.789e-10 1.105e-04 1.620e-04 2.376e-10 6.871e-10 7.604e-04 6.809e-05 4.144e-04 3.723e-04 2.021e-03 1.961e-03 2.074e-10 2.916e-10 2.393e-10 6.523e-02 3.923e-01 4.181e-01 1.103e-01 5.985e-10 5.623e-10 1.834e-03 6.683e-10 2.200e-03 9.002e-04 1.262e-09 1.108e-03 1.768e-04 3.157e-10 3.026e-04 1.645e-04 1.435e-04 1.018e-04 9.372e-11 6.683e-11 7.495e-05 1.282e-10 1.313e-10 5.987e-11 4.890e-11 5.685e-11 4.927e-11 4.156e-11 5.711e-11 5.269e-11 4.033e-11 4.127e-11 4.386e-11 4.118e-11 4.059e-11 4.139e-11 3.996e-11 4.259e-11 3.996e-11 3.994e-11 3.994e-11 3.997e-11 3.994e-11 4.026e-11 4.825e-11 3.996e-11 4.019e-11 3.994e-11 4.001e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.996e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 3.994e-11 1.014e-03 +87 EP 3 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.671e-11 3.745e-11 5.506e-11 5.904e-11 2.123e-10 2.623e-05 6.128e-11 3.070e-04 4.299e-10 2.934e-10 4.832e-04 2.369e-04 1.078e-03 2.502e-04 5.646e-10 1.598e-04 4.725e-03 3.930e-03 2.771e-03 1.917e-10 6.772e-02 4.142e-01 4.155e-01 8.435e-02 4.733e-10 1.064e-09 2.034e-09 1.992e-09 1.970e-03 7.629e-04 1.080e-09 3.488e-09 3.591e-05 4.947e-04 6.738e-05 3.380e-05 1.768e-10 2.020e-04 2.232e-10 6.660e-11 6.931e-11 5.862e-11 8.452e-11 1.215e-10 1.864e-10 4.435e-11 4.253e-11 5.098e-11 4.703e-11 3.719e-11 3.872e-11 5.206e-11 3.682e-11 3.774e-11 4.077e-11 3.706e-11 3.692e-11 3.784e-11 3.669e-11 3.704e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.678e-11 3.844e-11 3.669e-11 3.675e-11 3.669e-11 3.671e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.672e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 3.669e-11 6.383e-04 +87 EP 4 6.699e-11 6.699e-11 6.699e-11 2.023e-10 8.701e-11 1.196e-09 9.211e-10 1.636e-07 9.778e-01 1.754e-02 2.455e-08 1.570e-09 1.791e-04 2.751e-03 1.035e-03 4.358e-10 2.621e-04 4.522e-10 2.938e-10 1.134e-04 1.171e-04 1.219e-10 1.214e-04 2.887e-10 8.241e-10 6.355e-05 8.260e-11 1.045e-10 7.029e-11 2.858e-10 9.503e-11 8.337e-11 7.979e-11 7.483e-11 6.882e-11 6.772e-11 6.733e-11 7.289e-11 6.731e-11 6.784e-11 6.936e-11 6.705e-11 6.700e-11 6.699e-11 6.699e-11 6.704e-11 6.699e-11 6.710e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.700e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 6.699e-11 1.616e-10 +87 EP 5 6.303e-11 6.303e-11 6.304e-11 6.664e-11 6.945e-11 1.119e-10 2.023e-08 8.780e-10 7.622e-10 2.295e-09 4.828e-02 9.174e-01 2.279e-02 3.957e-09 3.561e-03 3.187e-03 1.412e-03 1.578e-03 6.806e-09 1.526e-09 7.255e-04 8.479e-06 6.751e-10 5.546e-10 7.956e-04 8.299e-05 1.124e-04 8.675e-05 1.314e-10 8.554e-10 1.326e-10 8.748e-11 7.232e-11 7.569e-11 7.420e-11 6.584e-11 6.506e-11 6.558e-11 6.323e-11 6.357e-11 6.624e-11 6.307e-11 7.014e-11 6.439e-11 6.304e-11 6.305e-11 6.304e-11 6.317e-11 6.306e-11 6.303e-11 6.308e-11 6.305e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.303e-11 6.470e-10 +87 EP 6 8.589e-11 8.589e-11 8.589e-11 8.609e-11 8.633e-11 1.030e-10 1.273e-10 7.639e-10 3.933e-04 1.366e-09 3.050e-10 1.153e-03 1.166e-09 9.239e-04 1.691e-09 1.472e-09 9.762e-09 4.742e-01 4.389e-01 6.635e-02 3.514e-09 6.720e-03 4.846e-03 2.574e-08 6.492e-04 1.801e-09 1.453e-03 5.327e-04 1.767e-09 4.532e-05 7.881e-10 2.323e-10 3.560e-04 3.359e-10 3.675e-10 1.958e-10 1.176e-10 4.998e-10 1.919e-10 9.305e-11 2.699e-10 1.123e-10 9.446e-11 8.736e-11 8.784e-11 9.616e-11 1.663e-10 7.626e-05 8.633e-11 8.613e-11 8.607e-11 9.220e-11 8.597e-11 8.589e-11 8.589e-11 8.590e-11 8.594e-11 8.624e-11 8.589e-11 8.590e-11 8.589e-11 8.600e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.898e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 8.589e-11 3.389e-03 +87 EP 7 4.687e-11 4.687e-11 4.687e-11 4.692e-11 4.707e-11 5.309e-11 5.881e-11 1.201e-10 2.197e-10 6.114e-10 6.456e-05 4.690e-10 3.966e-04 1.022e-03 5.176e-10 1.943e-04 2.179e-04 5.374e-03 4.701e-09 4.162e-01 4.766e-01 8.904e-02 7.993e-10 1.210e-03 4.309e-03 2.196e-03 1.208e-03 6.615e-10 1.149e-09 4.690e-04 2.964e-10 4.864e-10 1.748e-09 2.901e-04 7.128e-05 8.875e-05 1.640e-10 2.710e-05 6.908e-11 6.144e-11 3.269e-10 5.853e-11 5.376e-11 4.839e-11 5.216e-11 4.609e-05 5.923e-11 7.478e-11 5.898e-11 4.717e-11 5.146e-11 4.985e-11 4.760e-11 4.688e-11 4.687e-11 4.697e-11 4.688e-11 4.694e-11 4.688e-11 4.687e-11 4.687e-11 4.790e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.735e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 4.687e-11 9.869e-04 +87 EP 8 6.839e-11 6.839e-11 6.839e-11 6.874e-11 7.051e-11 9.078e-11 3.466e-04 5.401e-04 9.936e-05 1.069e-09 7.539e-10 2.218e-03 1.723e-02 1.360e-01 8.216e-01 2.162e-02 2.488e-09 5.008e-09 1.986e-09 1.205e-09 2.037e-09 3.536e-04 6.850e-10 1.485e-09 4.099e-10 9.684e-10 1.303e-08 2.407e-10 5.233e-10 4.107e-10 1.085e-10 9.994e-06 1.156e-10 1.258e-10 8.987e-11 7.190e-11 6.943e-11 8.885e-11 6.916e-11 7.009e-11 6.859e-11 6.853e-11 6.851e-11 6.845e-11 6.840e-11 6.842e-11 6.840e-11 6.840e-11 6.845e-11 6.840e-11 6.841e-11 6.840e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 6.839e-11 1.291e-09 +87 EP 9 2.475e-11 2.475e-11 2.477e-11 6.236e-11 5.100e-11 2.867e-03 8.663e-02 9.065e-01 2.385e-09 9.850e-04 7.422e-04 9.524e-04 1.064e-03 6.802e-10 1.502e-04 2.888e-10 5.525e-05 4.787e-11 3.425e-05 3.501e-10 5.313e-11 3.557e-11 2.893e-11 2.789e-11 3.570e-11 2.715e-11 2.825e-11 7.124e-11 2.479e-11 4.475e-11 2.492e-11 2.492e-11 2.480e-11 2.552e-11 2.476e-11 2.476e-11 2.477e-11 2.480e-11 2.476e-11 2.475e-11 2.476e-11 2.476e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.477e-11 2.506e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 2.475e-11 3.556e-11 +87 EP 10 1.714e-11 1.714e-11 1.718e-11 2.903e-11 6.248e-11 4.306e-02 8.868e-01 6.545e-02 9.301e-10 4.248e-03 1.036e-08 3.256e-04 3.528e-10 3.486e-05 7.796e-11 4.815e-11 5.231e-11 8.203e-11 2.588e-11 3.025e-11 1.982e-11 4.037e-05 1.896e-11 2.021e-11 3.867e-11 1.764e-11 1.793e-11 1.854e-11 1.726e-11 2.601e-11 1.729e-11 1.721e-11 1.727e-11 1.794e-11 1.715e-11 1.716e-11 1.726e-11 1.716e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.715e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.714e-11 1.387e-05 +87 EP 11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.226e-11 4.300e-11 4.655e-11 5.741e-11 3.742e-05 4.546e-11 6.151e-11 8.802e-11 8.978e-11 5.362e-11 1.077e-10 4.470e-10 5.229e-05 5.819e-10 9.878e-11 3.229e-04 1.486e-04 2.017e-04 2.522e-04 1.283e-04 1.945e-04 8.547e-04 5.360e-10 7.356e-10 2.739e-10 7.600e-10 1.929e-10 1.160e-09 1.598e-01 3.405e-01 3.188e-01 1.439e-01 2.598e-02 1.018e-09 4.422e-10 9.527e-04 1.441e-03 1.921e-03 1.398e-03 7.970e-04 1.339e-04 3.155e-04 3.271e-10 7.462e-10 2.285e-04 1.110e-10 5.964e-05 6.626e-05 1.211e-10 1.474e-04 9.451e-11 5.624e-11 5.413e-11 6.659e-05 9.283e-11 6.677e-11 5.996e-11 4.426e-11 4.469e-11 4.385e-11 4.223e-11 4.231e-11 4.357e-11 4.223e-11 1.066e-10 9.010e-11 4.398e-11 7.455e-11 4.223e-11 5.332e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.224e-11 4.224e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 4.223e-11 1.338e-03 +87 EP 12 1.782e-11 1.842e-11 1.941e-11 4.722e-03 9.578e-01 2.929e-02 6.124e-03 1.497e-03 5.141e-04 7.453e-05 1.508e-10 4.397e-11 3.000e-11 7.944e-11 5.850e-11 2.008e-11 2.188e-11 2.040e-11 1.901e-11 1.862e-11 1.803e-11 1.989e-11 1.830e-11 1.787e-11 2.039e-11 1.784e-11 1.785e-11 1.787e-11 1.782e-11 1.791e-11 1.783e-11 1.782e-11 1.782e-11 1.784e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.785e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.782e-11 1.852e-11 +87 EP 13 3.478e-11 3.478e-11 3.481e-11 4.991e-11 9.415e-11 1.093e-09 9.981e-01 1.290e-03 8.785e-10 1.320e-04 1.649e-07 4.688e-10 1.564e-10 1.137e-04 1.537e-04 2.172e-04 8.128e-11 6.544e-11 8.706e-11 1.429e-10 1.963e-10 1.603e-05 3.915e-11 3.916e-11 3.806e-11 3.680e-11 3.521e-11 4.137e-11 3.484e-11 3.656e-11 3.492e-11 3.484e-11 3.482e-11 3.484e-11 3.479e-11 3.481e-11 3.479e-11 3.493e-11 3.478e-11 3.501e-11 3.479e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.479e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 4.911e-10 +87 EP 14 6.045e-11 6.045e-11 6.045e-11 6.137e-11 6.285e-11 7.918e-11 2.192e-04 3.839e-08 3.859e-04 4.861e-04 4.615e-10 1.757e-09 1.497e-09 1.314e-02 4.124e-01 3.329e-01 1.468e-01 3.999e-02 1.815e-02 1.182e-02 1.259e-02 4.301e-03 1.744e-03 1.653e-03 6.446e-04 8.765e-04 1.098e-04 2.041e-09 3.337e-10 4.223e-04 1.869e-09 1.057e-10 1.353e-10 1.324e-10 1.305e-10 1.849e-10 7.173e-11 8.158e-10 6.609e-11 7.587e-11 6.782e-11 6.112e-11 7.129e-11 6.171e-11 6.344e-11 6.062e-11 6.087e-11 6.350e-11 6.061e-11 6.047e-11 6.056e-11 6.062e-11 6.045e-11 6.045e-11 6.045e-11 6.066e-11 6.045e-11 6.046e-11 6.046e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.049e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 6.045e-11 1.279e-03 +87 EP 15 2.939e-11 2.939e-11 2.942e-11 6.359e-11 6.226e-11 8.183e-10 1.377e-09 5.865e-01 3.982e-01 1.488e-02 2.029e-09 2.516e-09 1.344e-09 3.888e-04 1.351e-06 1.413e-10 1.480e-09 1.546e-10 1.552e-10 1.176e-10 5.339e-11 3.148e-10 4.468e-11 4.359e-11 6.454e-11 3.958e-11 5.355e-11 5.341e-10 3.079e-11 1.992e-10 3.055e-11 3.100e-11 3.124e-11 4.462e-06 2.952e-11 2.955e-11 3.692e-11 3.031e-11 2.940e-11 2.939e-11 2.940e-11 2.943e-11 2.940e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 3.051e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 2.939e-11 7.481e-11 +87 EP 16 6.342e-11 6.342e-11 6.344e-11 6.361e-11 6.410e-11 8.363e-11 1.638e-10 5.196e-05 6.621e-05 2.639e-04 1.446e-04 2.074e-03 1.008e-09 1.030e-09 3.262e-09 5.255e-09 6.901e-02 8.307e-01 7.904e-02 1.436e-09 4.501e-03 6.158e-03 1.579e-03 2.659e-03 1.566e-03 1.182e-03 5.238e-10 7.319e-09 2.003e-10 9.189e-10 5.324e-10 2.261e-10 2.507e-10 1.859e-10 8.845e-11 1.126e-10 1.464e-10 8.898e-11 6.627e-11 6.957e-11 7.627e-11 6.907e-11 8.197e-11 7.109e-11 1.018e-10 6.826e-11 6.352e-11 6.418e-11 6.478e-11 6.352e-11 6.433e-11 6.417e-11 6.346e-11 6.342e-11 6.342e-11 1.363e-10 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.343e-11 6.356e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.368e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 6.342e-11 9.916e-04 +87 EP 17 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.094e-11 5.102e-11 5.148e-11 5.292e-11 5.098e-11 5.153e-11 5.669e-11 5.356e-11 5.128e-11 5.258e-05 3.723e-05 5.387e-11 5.395e-11 5.397e-11 6.923e-11 6.213e-11 2.023e-10 6.679e-10 1.025e-04 8.543e-05 6.831e-05 7.807e-11 4.553e-04 6.208e-04 1.228e-04 1.146e-03 1.007e-03 1.727e-03 2.156e-03 1.130e-03 2.060e-10 3.683e-03 6.014e-02 1.453e-01 1.803e-01 1.613e-01 1.226e-01 8.482e-02 6.144e-02 4.209e-02 2.856e-02 2.000e-02 1.344e-02 9.815e-03 6.464e-03 5.171e-03 3.657e-03 2.695e-03 1.755e-03 1.381e-03 8.154e-04 7.628e-04 4.791e-04 5.883e-04 2.952e-04 4.068e-04 1.526e-04 3.051e-04 1.526e-04 5.085e-11 1.017e-04 5.085e-05 5.085e-11 3.228e-05 1.074e-04 1.017e-04 5.085e-05 5.085e-11 7.735e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.467e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 5.085e-11 3.230e-02 +87 EP 18 6.291e-11 6.291e-11 6.291e-11 6.330e-11 6.492e-11 1.623e-10 1.615e-03 1.275e-04 3.953e-03 6.959e-03 6.600e-10 3.767e-08 1.857e-09 7.105e-09 4.825e-01 3.615e-01 8.151e-02 3.111e-02 1.906e-02 7.266e-03 1.950e-08 2.496e-03 1.892e-03 2.041e-09 7.320e-10 3.641e-10 1.798e-10 2.294e-10 1.776e-10 1.605e-10 1.874e-10 1.358e-10 1.549e-10 1.282e-10 2.243e-10 8.622e-11 9.978e-11 1.078e-10 6.646e-11 6.431e-11 6.386e-11 7.434e-11 6.431e-11 6.362e-11 6.322e-11 6.321e-11 6.293e-11 6.445e-11 6.626e-11 6.295e-11 6.335e-11 6.298e-11 6.292e-11 6.291e-11 6.291e-11 6.298e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.294e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.294e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 6.291e-11 1.325e-09 +87 EP 19 3.956e-11 3.956e-11 3.956e-11 3.958e-11 3.961e-11 4.193e-11 5.041e-11 5.222e-11 1.443e-04 5.183e-04 7.136e-11 3.468e-04 4.316e-04 5.525e-04 3.888e-10 3.327e-04 1.248e-09 1.413e-03 2.745e-10 5.057e-03 2.268e-04 9.404e-10 7.672e-02 4.111e-01 4.324e-01 6.811e-02 3.543e-10 1.089e-09 8.172e-10 1.195e-04 9.659e-10 8.495e-04 4.163e-10 4.049e-05 1.003e-04 4.898e-10 3.886e-05 5.718e-10 1.733e-10 1.691e-04 2.947e-04 3.576e-05 1.820e-04 5.691e-11 4.540e-11 4.776e-11 5.265e-11 5.181e-11 1.191e-10 4.433e-11 4.447e-11 7.259e-11 4.429e-11 3.990e-11 4.018e-11 2.846e-10 3.963e-11 4.046e-11 4.206e-11 3.970e-11 3.964e-11 4.146e-11 3.956e-11 3.967e-11 3.956e-11 3.956e-11 3.956e-11 3.957e-11 3.956e-11 3.960e-11 4.009e-11 3.956e-11 3.959e-11 3.956e-11 3.957e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 3.957e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 3.956e-11 8.991e-04 +87 EP 20 2.427e-11 2.427e-11 2.428e-11 2.791e-11 4.496e-11 2.569e-03 8.963e-03 3.072e-02 1.443e-01 4.842e-01 2.299e-01 6.988e-02 2.044e-02 3.198e-03 3.797e-03 1.493e-03 5.766e-04 3.986e-10 2.196e-10 1.391e-10 9.831e-11 8.447e-11 6.471e-11 5.165e-11 3.065e-10 4.136e-11 3.853e-11 4.160e-11 2.767e-11 5.100e-11 3.143e-11 2.746e-11 2.549e-11 3.615e-11 2.476e-11 2.428e-11 2.458e-11 2.436e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 2.427e-11 4.400e-05 +87 EP 21 6.600e-11 6.600e-11 6.600e-11 6.742e-11 7.428e-11 1.025e-10 2.375e-04 5.974e-10 3.540e-10 1.028e-09 1.307e-09 1.316e-01 8.650e-01 2.435e-09 2.479e-09 1.804e-03 6.933e-04 1.047e-09 1.961e-08 3.059e-04 8.185e-05 8.074e-10 7.601e-10 1.804e-04 2.041e-10 2.514e-10 1.290e-10 6.408e-05 1.265e-10 9.670e-11 2.587e-10 8.378e-11 8.372e-11 1.235e-10 2.144e-10 8.564e-11 6.748e-11 6.996e-11 6.618e-11 6.629e-11 6.612e-11 6.615e-11 6.620e-11 6.617e-11 6.603e-11 6.601e-11 6.600e-11 6.610e-11 6.602e-11 6.601e-11 6.601e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 6.600e-11 3.948e-10 +87 EP 22 1.697e-10 1.697e-10 1.697e-10 1.699e-10 1.706e-10 1.839e-10 8.488e-10 2.576e-09 2.313e-09 1.708e-03 8.094e-10 2.976e-09 4.570e-02 9.472e-01 5.820e-09 3.303e-09 2.491e-08 1.372e-09 1.037e-03 3.826e-09 8.384e-10 4.326e-04 8.720e-05 1.652e-09 1.484e-03 1.109e-03 4.814e-04 4.421e-10 6.934e-10 2.656e-10 3.357e-09 1.877e-10 1.317e-04 7.185e-10 1.968e-10 3.701e-10 1.853e-10 1.116e-09 1.718e-10 2.281e-10 1.756e-10 1.704e-10 1.786e-10 1.699e-10 1.700e-10 1.705e-10 1.699e-10 1.707e-10 1.698e-10 1.698e-10 1.699e-10 1.699e-10 1.698e-10 1.698e-10 1.697e-10 1.698e-10 1.697e-10 1.698e-10 1.697e-10 1.697e-10 1.697e-10 1.701e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.698e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 1.697e-10 6.020e-04 +87 EP 23 9.197e-11 9.197e-11 9.197e-11 9.200e-11 9.199e-11 9.230e-11 9.600e-11 1.015e-10 1.423e-10 2.569e-09 1.705e-10 6.114e-04 7.081e-10 2.995e-04 1.205e-04 5.899e-10 1.864e-03 1.424e-03 5.279e-10 1.959e-09 3.952e-02 2.382e-01 3.331e-01 2.165e-01 1.116e-01 3.005e-02 4.803e-03 1.097e-02 2.685e-04 2.617e-03 7.621e-04 3.990e-09 1.137e-03 2.468e-09 5.351e-04 1.278e-03 6.758e-04 1.152e-04 1.771e-10 2.721e-04 9.921e-10 2.730e-10 3.338e-06 5.796e-10 9.576e-11 1.061e-10 1.855e-04 1.642e-09 1.608e-04 1.068e-10 9.440e-11 1.077e-10 9.605e-11 9.215e-11 9.198e-11 8.730e-05 9.201e-11 1.083e-10 1.001e-10 9.198e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.362e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 9.197e-11 2.764e-03 +87 EP 24 7.493e-11 7.493e-11 7.493e-11 7.511e-11 7.596e-11 1.052e-10 4.007e-10 8.238e-04 1.032e-03 2.258e-09 6.202e-04 8.431e-05 1.836e-09 1.516e-03 1.345e-02 5.435e-02 8.334e-01 4.322e-02 3.380e-02 1.543e-02 2.682e-09 8.673e-04 3.649e-04 6.028e-10 1.417e-09 6.031e-04 1.600e-04 2.533e-10 4.389e-10 2.259e-10 2.349e-10 2.390e-04 4.165e-10 1.367e-10 9.563e-11 8.992e-11 2.552e-10 1.138e-10 7.919e-11 8.628e-11 7.725e-11 8.189e-11 7.864e-11 7.716e-11 8.066e-11 7.658e-11 7.512e-11 7.645e-11 7.708e-11 7.509e-11 7.664e-11 7.537e-11 7.498e-11 7.493e-11 7.493e-11 7.453e-05 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.501e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 7.493e-11 5.597e-10 +87 EP 25 5.723e-11 5.723e-11 5.723e-11 6.373e-11 7.651e-11 2.507e-10 6.924e-09 1.328e-09 1.715e-09 5.439e-01 3.820e-01 5.723e-02 9.528e-03 2.762e-09 1.874e-03 1.236e-03 6.681e-04 2.569e-03 6.370e-10 9.165e-04 9.308e-05 3.682e-10 1.499e-10 1.589e-10 1.536e-10 8.995e-11 1.525e-10 2.073e-10 6.578e-11 8.992e-11 8.057e-11 7.674e-11 3.164e-10 4.022e-10 6.938e-11 6.193e-11 7.766e-11 6.178e-11 5.752e-11 5.737e-11 5.744e-11 6.459e-11 5.917e-11 5.725e-11 5.725e-11 5.725e-11 5.723e-11 5.744e-11 6.360e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.728e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 5.723e-11 1.009e-08 +87 EP 26 6.769e-11 6.769e-11 6.769e-11 6.943e-11 7.498e-11 2.685e-10 9.131e-04 4.034e-10 1.962e-09 4.793e-01 3.595e-01 1.176e-01 8.223e-07 1.014e-02 7.447e-03 9.455e-03 1.506e-03 3.823e-03 4.543e-03 2.465e-03 2.033e-04 5.730e-04 8.000e-04 8.372e-04 5.084e-10 5.947e-05 4.096e-04 9.688e-05 7.236e-05 2.235e-04 9.706e-05 1.622e-10 1.093e-10 7.741e-11 7.812e-11 7.090e-11 7.019e-11 9.031e-11 6.840e-11 7.178e-11 7.551e-11 6.778e-11 6.884e-11 6.771e-11 6.771e-11 6.779e-11 6.770e-11 6.773e-11 6.772e-11 6.769e-11 6.772e-11 6.774e-11 6.769e-11 6.769e-11 6.769e-11 6.772e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 6.769e-11 1.979e-10 +87 EP 27 1.229e-10 1.229e-10 1.229e-10 1.231e-10 1.234e-10 1.378e-10 1.630e-10 1.814e-09 2.596e-09 1.635e-04 8.980e-10 5.065e-04 1.352e-09 1.462e-09 1.180e-08 2.853e-08 8.760e-01 9.958e-02 2.067e-09 4.415e-03 5.840e-03 2.220e-03 4.149e-03 4.393e-03 3.693e-09 1.773e-03 3.668e-09 6.950e-10 1.105e-09 1.793e-09 6.857e-04 2.226e-10 2.347e-04 2.581e-10 2.334e-10 2.893e-10 1.333e-10 1.621e-10 2.514e-10 1.297e-10 1.346e-10 1.462e-10 1.304e-10 1.244e-10 1.250e-10 1.236e-10 2.514e-10 1.601e-10 1.232e-10 1.230e-10 1.231e-10 1.233e-10 1.230e-10 1.229e-10 1.229e-10 1.230e-10 1.230e-10 1.231e-10 1.229e-10 1.230e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.235e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.229e-10 1.820e-09 +87 EP 28 1.920e-11 1.921e-11 1.936e-11 5.417e-11 2.374e-10 9.747e-01 2.169e-02 3.401e-03 1.726e-09 9.321e-10 1.067e-04 1.495e-10 7.875e-05 4.117e-05 3.878e-11 3.965e-11 2.918e-11 3.075e-11 2.549e-11 2.227e-11 2.147e-11 1.395e-10 1.942e-11 1.941e-11 2.710e-11 1.939e-11 1.923e-11 1.941e-11 1.921e-11 1.929e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 1.920e-11 1.921e-11 1.920e-11 1.924e-11 1.920e-11 1.921e-11 1.920e-11 1.921e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 1.920e-11 2.503e-11 +87 EP 29 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.238e-11 4.254e-11 4.871e-11 1.362e-10 8.326e-05 2.399e-10 6.976e-11 4.894e-10 1.384e-04 1.009e-04 9.574e-11 2.185e-10 1.524e-04 3.025e-05 1.256e-04 7.582e-05 7.884e-04 8.705e-04 1.939e-04 4.738e-10 1.052e-09 2.151e-10 3.971e-10 2.236e-10 5.393e-02 3.621e-01 4.227e-01 1.514e-01 2.226e-09 3.891e-10 4.911e-09 1.831e-03 2.902e-03 5.635e-09 3.616e-04 1.876e-04 5.731e-04 2.894e-10 1.178e-10 3.074e-04 6.216e-10 1.531e-10 1.599e-09 8.545e-11 7.586e-05 6.681e-05 5.561e-11 1.562e-10 1.065e-10 4.623e-11 7.684e-11 7.172e-11 4.437e-11 4.474e-11 5.152e-11 4.993e-11 4.514e-11 4.599e-11 4.246e-11 4.449e-11 4.245e-11 4.237e-11 4.237e-11 4.246e-11 4.237e-11 4.342e-11 2.027e-10 4.244e-11 4.297e-11 4.237e-11 4.266e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.239e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 4.237e-11 9.722e-04 +87 EP 30 6.662e-11 6.662e-11 6.662e-11 6.715e-11 6.995e-11 1.142e-10 6.416e-10 1.384e-03 3.041e-06 2.650e-09 7.720e-10 2.052e-02 8.689e-02 8.394e-01 4.455e-02 1.376e-09 3.348e-03 1.085e-03 8.709e-04 1.280e-03 4.699e-10 3.129e-10 5.389e-04 7.534e-10 3.373e-10 2.051e-10 2.489e-10 1.299e-10 3.835e-10 9.146e-05 2.063e-10 9.082e-11 9.499e-11 1.145e-10 2.011e-07 7.940e-11 7.181e-11 8.602e-11 6.771e-11 6.770e-11 6.698e-11 6.971e-11 6.704e-11 6.679e-11 6.685e-11 6.669e-11 6.662e-11 6.687e-11 6.808e-11 6.665e-11 6.680e-11 6.662e-11 6.663e-11 6.662e-11 6.662e-11 6.732e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.663e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 6.662e-11 3.996e-10 +87 EP 31 6.592e-11 6.592e-11 6.592e-11 6.644e-11 7.131e-11 2.290e-04 1.897e-09 2.078e-03 3.609e-09 1.601e-07 7.316e-10 3.330e-08 6.354e-01 3.304e-01 1.879e-02 8.229e-09 4.805e-07 6.814e-03 3.010e-03 1.362e-09 2.068e-03 4.636e-10 4.230e-10 8.468e-04 2.377e-10 1.743e-10 2.390e-10 3.003e-10 1.351e-10 1.062e-10 1.075e-10 1.026e-10 1.375e-10 1.015e-10 2.733e-05 1.342e-10 8.012e-11 1.916e-10 6.771e-11 6.663e-11 6.714e-11 8.395e-11 6.753e-11 6.749e-11 6.660e-11 6.599e-11 6.593e-11 6.633e-11 6.947e-11 6.593e-11 6.595e-11 6.595e-11 6.592e-11 6.592e-11 6.592e-11 6.739e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.593e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 6.592e-11 3.371e-04 +87 EP 32 4.628e-10 4.628e-10 4.628e-10 4.632e-10 4.646e-10 4.646e-10 4.722e-10 4.777e-10 5.119e-10 4.811e-10 4.699e-04 6.700e-10 5.066e-10 5.126e-10 5.640e-10 2.496e-03 5.787e-10 7.838e-10 1.145e-09 1.800e-03 1.495e-03 2.526e-03 3.127e-03 1.207e-03 3.437e-03 1.967e-03 2.815e-03 5.396e-03 3.327e-03 1.884e-03 3.906e-03 2.733e-03 1.157e-09 3.802e-03 1.044e-09 3.931e-03 1.038e-03 2.807e-03 1.656e-03 2.719e-03 7.768e-04 9.300e-04 1.094e-03 9.142e-04 8.417e-10 1.105e-03 1.856e-03 1.001e-03 5.456e-04 1.586e-09 4.789e-10 7.996e-04 4.702e-10 4.675e-10 4.946e-10 4.691e-10 4.465e-04 4.827e-10 4.638e-04 6.162e-10 8.604e-10 4.702e-10 4.630e-10 4.638e-10 4.630e-10 4.628e-10 4.629e-10 4.630e-10 4.628e-10 4.640e-10 4.661e-10 4.630e-10 4.644e-10 4.628e-10 4.631e-10 4.628e-10 4.628e-10 4.628e-10 4.628e-04 4.628e-10 9.256e-04 4.628e-04 4.628e-10 4.628e-10 4.628e-10 4.628e-10 4.628e-10 4.628e-10 4.628e-10 4.628e-10 9.337e-01 +87 EP 33 4.553e-11 4.553e-11 4.554e-11 4.677e-11 5.515e-11 2.415e-04 7.734e-10 6.318e-03 7.482e-02 9.072e-01 5.206e-03 9.913e-10 2.590e-03 1.367e-03 6.502e-04 2.187e-04 6.403e-04 6.877e-05 3.021e-04 3.170e-04 3.351e-10 8.468e-05 4.895e-09 1.034e-10 7.807e-11 5.825e-11 5.725e-11 5.494e-11 5.207e-11 8.515e-11 4.852e-11 4.892e-11 4.655e-11 4.675e-11 4.565e-11 4.573e-11 4.592e-11 4.558e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.554e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 4.553e-11 7.679e-11 +87 EP 34 3.308e-11 3.308e-11 3.309e-11 1.013e-10 6.191e-11 2.701e-10 1.238e-09 5.388e-01 4.280e-01 2.871e-02 4.075e-03 6.327e-10 7.303e-10 1.087e-05 2.259e-04 1.829e-09 6.877e-06 2.993e-10 9.374e-11 1.971e-04 4.002e-10 5.208e-11 9.039e-11 5.753e-11 4.193e-11 4.582e-11 3.476e-11 4.408e-11 3.346e-11 2.180e-10 3.504e-11 3.381e-11 3.386e-11 3.341e-11 3.326e-11 3.316e-11 3.317e-11 3.355e-11 3.309e-11 3.343e-11 3.328e-11 3.308e-11 3.310e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.309e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 3.308e-11 9.405e-11 +87 EP 35 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.114e-11 4.306e-11 7.543e-11 2.015e-10 2.017e-10 6.094e-11 4.888e-05 1.523e-05 9.015e-11 6.532e-11 1.341e-10 1.462e-10 1.352e-10 2.209e-10 1.344e-04 1.677e-04 4.902e-04 4.059e-04 3.447e-10 4.547e-04 2.611e-10 3.970e-10 2.575e-10 5.773e-10 2.028e-10 2.897e-02 2.750e-01 3.999e-01 2.354e-01 4.591e-02 5.110e-10 9.104e-10 5.646e-03 3.223e-03 1.232e-03 1.149e-03 4.668e-04 1.171e-04 7.319e-08 1.233e-04 4.027e-04 5.617e-10 6.960e-05 1.329e-09 1.042e-10 8.207e-11 4.231e-05 6.195e-05 6.785e-11 6.986e-11 8.168e-11 4.379e-11 4.950e-11 1.011e-10 5.877e-05 6.101e-11 5.494e-11 4.139e-11 4.280e-11 4.139e-11 4.107e-11 4.109e-11 4.138e-11 4.107e-11 4.729e-11 7.754e-05 4.132e-11 4.401e-11 4.107e-11 4.232e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.108e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.107e-11 4.372e-04 +87 EP 36 6.814e-11 6.814e-11 6.814e-11 6.826e-11 6.889e-11 9.293e-11 3.862e-10 1.950e-04 3.862e-05 6.377e-10 1.356e-09 6.777e-09 7.659e-08 6.049e-03 3.111e-02 9.252e-01 2.803e-02 2.646e-03 3.897e-09 3.783e-03 1.145e-03 3.535e-04 2.928e-04 1.231e-09 1.498e-08 3.468e-04 2.492e-10 1.827e-10 3.658e-04 2.312e-10 1.872e-10 1.692e-10 3.372e-10 9.019e-11 9.137e-11 8.027e-11 1.092e-10 9.559e-11 7.878e-11 7.359e-11 7.069e-11 7.184e-11 6.977e-11 6.882e-11 6.956e-11 6.974e-11 7.026e-11 7.056e-11 6.888e-11 6.830e-11 6.918e-11 6.842e-11 6.823e-11 6.815e-11 6.816e-11 7.334e-11 6.815e-11 6.817e-11 6.817e-11 6.815e-11 6.815e-11 6.826e-11 6.815e-11 6.815e-11 6.814e-11 6.814e-11 6.814e-11 6.815e-11 6.814e-11 6.815e-11 6.815e-11 6.814e-11 6.815e-11 6.814e-11 6.815e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 6.819e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 6.814e-11 4.879e-04 +87 EP 37 4.953e-11 4.953e-11 4.954e-11 5.182e-11 6.070e-11 6.809e-09 4.173e-04 1.071e-03 6.823e-10 1.581e-08 1.163e-02 9.243e-01 5.307e-02 3.344e-09 3.974e-03 2.660e-03 9.918e-04 2.111e-09 1.053e-03 6.197e-04 4.175e-10 1.201e-09 1.328e-10 2.548e-10 2.307e-10 1.011e-10 3.440e-10 1.967e-10 1.306e-10 8.620e-11 8.004e-11 6.162e-11 7.381e-11 8.408e-11 5.688e-11 5.510e-11 5.406e-11 5.932e-11 4.982e-11 4.974e-11 5.007e-11 5.557e-11 5.001e-11 5.023e-11 4.967e-11 4.954e-11 4.953e-11 4.955e-11 5.047e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.969e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 4.953e-11 1.558e-04 +87 EP 38 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.125e-11 4.123e-11 4.302e-11 5.964e-11 4.116e-11 4.364e-11 4.564e-11 5.227e-11 4.250e-11 1.174e-10 3.022e-10 5.365e-11 8.281e-11 5.743e-11 1.316e-10 9.264e-05 8.970e-05 1.937e-04 2.740e-04 1.733e-04 1.159e-04 9.618e-11 7.464e-04 1.612e-04 1.171e-03 5.143e-04 6.235e-04 2.540e-10 2.899e-10 4.883e-02 1.969e-01 2.871e-01 2.369e-01 1.360e-01 5.722e-02 2.482e-02 5.515e-03 2.232e-03 9.789e-10 2.731e-10 7.510e-10 2.574e-10 2.457e-06 3.228e-10 1.774e-10 8.665e-05 7.411e-10 1.941e-10 2.792e-10 7.662e-05 1.166e-10 6.977e-11 5.185e-10 1.053e-10 4.841e-05 1.860e-10 6.738e-11 5.190e-11 5.325e-11 4.054e-11 4.181e-11 8.231e-11 4.054e-11 5.535e-05 6.592e-11 6.417e-11 1.038e-10 4.054e-11 8.108e-05 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.063e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 4.054e-11 3.413e-10 +87 EP 39 4.667e-11 2.800e-04 1.074e-01 8.909e-01 2.287e-09 1.397e-03 2.578e-10 5.317e-05 9.520e-11 1.167e-10 6.243e-11 7.646e-11 4.942e-11 5.442e-11 1.376e-10 4.697e-11 4.731e-11 4.710e-11 4.680e-11 4.678e-11 4.670e-11 4.686e-11 4.673e-11 4.667e-11 4.693e-11 4.667e-11 4.668e-11 4.667e-11 4.667e-11 4.668e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.670e-11 4.667e-11 4.667e-11 4.667e-11 4.729e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.667e-11 4.674e-11 +87 EP 40 4.103e-11 4.105e-11 4.152e-11 1.251e-10 4.689e-10 9.994e-01 9.990e-05 2.996e-09 2.037e-08 1.971e-09 3.269e-04 9.901e-05 2.366e-10 1.976e-10 4.253e-05 6.886e-11 7.642e-11 4.286e-06 4.836e-11 5.133e-11 4.222e-11 8.798e-11 4.820e-11 4.206e-11 3.902e-05 4.125e-11 4.137e-11 4.139e-11 4.106e-11 4.349e-11 4.130e-11 4.105e-11 4.110e-11 4.132e-11 4.103e-11 4.112e-11 4.107e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.103e-11 4.960e-11 +87 EP 41 5.395e-11 5.395e-11 5.395e-11 5.671e-11 6.148e-11 9.272e-11 2.615e-08 3.551e-09 4.874e-10 1.768e-09 6.543e-10 1.748e-02 5.327e-01 3.754e-01 4.049e-02 5.550e-03 1.077e-02 5.823e-03 3.705e-03 3.399e-03 1.321e-03 1.673e-03 2.741e-04 5.531e-06 3.042e-10 1.233e-09 4.219e-10 3.512e-04 2.376e-10 4.944e-10 1.923e-10 8.358e-11 9.809e-11 1.025e-10 1.174e-10 4.585e-05 5.987e-11 6.990e-11 5.453e-11 5.505e-11 6.089e-11 5.418e-11 6.133e-11 5.602e-11 5.401e-11 5.401e-11 5.404e-11 5.421e-11 5.401e-11 5.395e-11 5.402e-11 5.403e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.396e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 5.395e-11 9.766e-04 +87 EP 42 3.998e-11 3.998e-11 3.998e-11 5.196e-11 5.555e-11 1.384e-03 4.847e-07 8.768e-02 8.667e-01 4.134e-02 7.188e-09 1.270e-08 7.142e-04 1.448e-03 6.403e-04 5.011e-06 3.314e-10 1.971e-10 1.306e-10 3.353e-10 7.873e-10 8.570e-11 8.627e-11 6.797e-11 9.541e-06 5.542e-11 5.762e-11 8.497e-05 4.169e-11 5.126e-11 4.390e-11 4.285e-11 4.494e-11 6.061e-11 4.301e-11 4.041e-11 4.370e-11 4.097e-11 4.003e-11 4.001e-11 4.001e-11 4.052e-11 4.014e-11 3.999e-11 3.999e-11 3.999e-11 3.998e-11 4.035e-11 4.273e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.999e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 3.998e-11 2.715e-10 +87 EP 43 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.073e-10 1.273e-10 4.458e-10 5.779e-06 3.696e-04 9.537e-04 1.127e-04 1.720e-03 1.132e-03 3.608e-04 1.845e-03 1.008e-09 2.198e-09 1.413e-03 5.942e-10 2.870e-01 5.693e-01 1.170e-01 1.274e-09 2.267e-03 7.282e-03 4.358e-03 2.588e-03 1.330e-06 7.112e-04 4.408e-04 3.166e-04 5.695e-10 1.029e-04 4.522e-10 2.489e-10 3.043e-04 2.580e-10 6.461e-05 5.434e-05 1.734e-10 1.538e-10 1.990e-10 1.400e-10 1.386e-10 2.080e-04 1.085e-10 1.118e-10 1.094e-10 1.186e-10 1.379e-10 9.520e-05 1.141e-10 1.182e-10 1.072e-10 1.072e-10 2.604e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.231e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.072e-10 1.031e-05 +87 EP 44 5.197e-11 5.197e-11 5.197e-11 5.203e-11 5.221e-11 7.268e-11 1.050e-04 2.555e-04 8.954e-04 1.585e-03 1.154e-09 8.846e-04 6.566e-04 2.527e-09 1.852e-03 1.322e-09 6.848e-03 8.451e-03 6.654e-01 2.988e-01 2.315e-09 2.956e-03 3.607e-03 6.130e-03 1.767e-08 1.661e-08 2.148e-09 6.781e-04 1.862e-10 8.925e-05 1.798e-04 1.469e-10 2.803e-10 1.288e-10 5.079e-10 1.878e-10 1.852e-09 1.499e-10 5.958e-11 6.570e-11 8.603e-11 7.922e-11 6.320e-11 5.641e-11 6.959e-11 6.647e-11 5.483e-11 5.636e-11 5.578e-11 5.297e-11 6.099e-11 5.569e-11 5.243e-11 5.198e-11 5.201e-11 7.782e-11 5.198e-11 5.205e-11 5.206e-11 5.199e-11 5.198e-11 5.274e-11 5.197e-11 5.198e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.202e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 5.197e-11 6.864e-04 +87 EP 45 4.055e-11 4.055e-11 4.055e-11 4.057e-11 4.066e-11 4.957e-11 5.550e-11 8.290e-11 1.984e-04 5.614e-05 7.558e-05 3.392e-04 9.944e-04 8.235e-04 1.771e-03 5.112e-10 1.406e-03 3.598e-03 6.685e-10 2.798e-03 5.835e-02 4.378e-01 4.095e-01 8.023e-02 2.718e-09 8.174e-04 4.009e-10 4.954e-10 8.509e-04 8.449e-10 7.807e-10 7.167e-10 9.625e-05 3.771e-09 8.375e-05 1.919e-10 8.642e-11 1.315e-09 8.207e-11 1.293e-10 3.990e-10 9.287e-11 6.526e-11 5.056e-11 8.222e-11 1.177e-10 4.284e-11 4.293e-11 8.656e-11 4.320e-11 5.231e-11 4.144e-11 4.168e-11 4.058e-11 4.058e-11 6.600e-11 4.055e-11 4.106e-11 4.176e-11 4.055e-11 4.059e-11 4.463e-11 4.055e-11 4.059e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.056e-11 4.056e-11 4.055e-11 4.056e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 4.055e-11 2.104e-04 +87 TP 1 4.168e-01 1.932e-03 1.793e-03 9.414e-03 3.907e-08 1.877e-03 4.234e-03 8.846e-03 1.365e-02 4.570e-03 2.723e-04 4.929e-04 1.679e-02 9.560e-03 4.120e-03 4.653e-03 1.590e-10 1.323e-02 3.537e-03 1.169e-01 1.210e-02 9.376e-04 1.728e-04 6.631e-03 8.834e-03 4.356e-02 1.457e-03 7.605e-03 1.562e-03 1.094e-02 4.160e-02 7.043e-05 3.349e-02 2.597e-02 1.180e-03 4.537e-03 1.290e-01 7.000e-04 4.503e-11 1.972e-10 1.874e-02 4.370e-03 1.107e-03 6.924e-03 5.906e-03 +87 TP 2 1.518e-03 4.284e-01 1.366e-01 1.012e-03 3.845e-03 1.492e-02 2.149e-02 5.183e-10 3.769e-10 1.045e-05 3.106e-02 4.336e-11 2.935e-04 1.175e-02 7.482e-11 2.820e-07 5.108e-03 3.055e-10 4.735e-02 1.263e-10 2.830e-10 1.638e-03 5.939e-02 6.152e-10 1.079e-04 4.993e-03 7.326e-03 1.833e-04 1.354e-01 2.884e-09 1.120e-10 1.030e-03 2.131e-10 2.443e-03 5.817e-02 2.686e-03 8.662e-11 1.260e-02 3.995e-05 1.247e-10 6.144e-03 1.072e-10 1.293e-09 4.424e-03 1.656e-09 +87 TP 3 1.662e-03 1.181e-01 4.354e-01 2.251e-03 4.755e-03 1.995e-02 3.104e-02 8.519e-10 1.909e-10 1.606e-10 1.840e-02 7.759e-05 6.153e-04 1.735e-02 1.087e-09 1.752e-04 3.391e-03 3.222e-10 1.038e-01 1.613e-10 2.738e-10 2.113e-03 9.966e-02 1.618e-09 1.079e-10 1.007e-02 7.645e-03 9.301e-05 5.141e-02 1.385e-10 1.142e-10 1.354e-03 2.078e-07 3.413e-03 3.438e-02 3.613e-03 1.007e-10 9.384e-03 3.671e-11 4.379e-11 1.053e-02 9.707e-11 4.092e-04 8.980e-03 3.854e-09 +87 TP 4 1.152e-09 2.697e-10 2.686e-04 2.629e-01 9.851e-10 8.804e-10 4.460e-10 2.251e-09 2.335e-02 2.055e-09 1.499e-10 4.546e-07 4.788e-09 1.934e-09 2.021e-09 5.213e-10 1.581e-04 2.866e-09 4.743e-10 2.150e-09 6.410e-10 4.659e-09 2.433e-04 4.014e-10 1.138e-02 1.885e-03 2.640e-10 3.025e-09 1.648e-10 7.451e-04 1.258e-06 7.598e-05 1.089e-02 2.696e-01 2.493e-10 4.367e-04 6.570e-10 1.230e-10 9.038e-10 2.714e-09 1.873e-09 4.181e-01 5.489e-10 3.145e-09 2.499e-07 +87 TP 5 2.069e-01 4.700e-10 3.450e-10 1.756e-02 2.697e-01 1.964e-09 6.171e-10 9.436e-10 2.360e-02 4.372e-03 1.766e-10 1.157e-03 2.172e-02 4.616e-09 3.446e-03 6.444e-10 8.840e-11 1.839e-09 3.323e-10 6.689e-02 3.025e-07 1.578e-09 3.414e-10 1.338e-09 1.013e-09 1.261e-01 2.124e-09 9.969e-03 6.906e-04 1.612e-09 3.184e-03 1.887e-04 1.215e-08 5.107e-02 1.649e-10 1.229e-09 1.751e-01 1.140e-10 1.660e-04 2.174e-10 8.407e-03 9.695e-03 5.462e-10 7.796e-10 3.846e-10 +87 TP 6 1.767e-02 3.834e-10 5.454e-10 7.686e-03 2.055e-02 1.493e-01 1.225e-09 1.029e-02 6.258e-04 2.977e-10 6.784e-10 6.426e-10 4.083e-03 1.186e-01 1.169e-05 2.176e-01 3.820e-10 3.335e-03 1.207e-09 2.078e-09 5.549e-03 1.569e-02 6.815e-10 2.490e-09 3.177e-03 3.737e-02 1.666e-01 1.196e-03 4.509e-10 9.513e-03 6.644e-03 8.719e-04 3.445e-09 1.869e-02 1.516e-09 5.939e-02 6.294e-03 1.690e-04 8.619e-11 2.222e-10 5.613e-02 3.807e-03 1.609e-03 5.744e-02 8.476e-10 +87 TP 7 7.070e-03 4.792e-10 6.019e-10 6.541e-03 1.197e-02 1.291e-01 3.814e-01 2.105e-03 9.311e-10 2.845e-10 8.110e-09 1.114e-04 1.841e-03 6.225e-02 1.330e-08 1.065e-02 7.963e-04 4.727e-03 2.561e-09 7.529e-10 4.169e-03 6.427e-03 1.114e-09 1.216e-02 9.585e-06 2.625e-02 4.075e-02 2.731e-04 7.061e-10 6.145e-03 3.341e-04 1.031e-04 5.046e-04 1.086e-02 8.432e-10 2.650e-02 2.867e-05 1.339e-09 4.689e-11 7.765e-11 3.306e-02 1.730e-08 1.161e-01 9.772e-02 3.048e-07 +87 TP 8 9.947e-03 5.298e-04 5.768e-09 6.995e-03 2.936e-02 2.331e-09 5.179e-05 3.411e-01 3.298e-03 1.084e-08 6.197e-04 5.791e-04 3.533e-03 6.243e-09 1.133e-08 1.304e-03 1.257e-10 3.113e-01 7.173e-10 1.435e-02 8.177e-03 4.095e-02 1.278e-08 8.265e-03 1.602e-09 3.735e-02 1.081e-08 2.877e-03 4.800e-04 4.007e-02 3.059e-09 4.055e-10 2.857e-04 1.683e-02 7.676e-10 2.751e-02 1.298e-03 2.405e-10 1.023e-10 4.247e-10 9.133e-02 1.681e-03 2.972e-09 3.239e-09 3.245e-09 +87 TP 9 4.326e-03 9.524e-11 1.695e-04 5.639e-05 6.332e-05 2.065e-10 4.118e-10 1.893e-10 3.532e-01 9.155e-02 3.761e-05 1.790e-02 7.979e-02 2.221e-10 3.514e-01 2.777e-10 1.029e-08 2.055e-10 1.184e-10 4.363e-03 9.692e-04 4.148e-10 1.480e-10 2.946e-10 9.295e-03 8.552e-07 3.891e-10 6.711e-02 9.420e-11 5.030e-10 5.280e-10 1.588e-10 8.462e-03 6.909e-03 1.221e-10 1.266e-10 4.468e-09 1.180e-04 1.111e-03 3.144e-03 4.257e-10 1.514e-07 1.623e-10 1.544e-10 3.534e-10 +87 TP 10 1.072e-02 3.111e-04 5.588e-04 1.028e-02 2.413e-03 2.297e-04 6.930e-04 2.519e-03 7.745e-02 3.586e-01 1.889e-11 4.356e-02 5.856e-03 1.211e-03 1.849e-01 1.803e-03 2.179e-11 4.298e-03 1.041e-03 5.389e-02 3.255e-03 5.051e-05 1.974e-08 1.641e-03 2.605e-02 1.011e-09 3.176e-04 9.048e-02 2.806e-04 4.816e-03 7.717e-03 3.869e-05 1.521e-02 3.228e-02 5.438e-05 1.732e-03 1.207e-02 1.890e-11 3.751e-03 3.339e-02 2.382e-03 6.992e-04 9.390e-04 1.355e-03 1.118e-03 +87 TP 11 2.262e-04 3.448e-02 1.877e-02 6.323e-04 4.820e-04 3.743e-03 6.852e-03 1.529e-10 9.292e-11 7.674e-11 5.045e-01 4.340e-11 1.431e-04 4.460e-03 5.447e-11 2.199e-10 3.017e-02 7.541e-11 9.913e-03 1.656e-10 5.190e-04 2.221e-04 1.431e-02 9.078e-11 1.587e-05 2.042e-03 1.457e-03 4.645e-05 5.725e-02 7.247e-11 9.510e-11 1.340e-03 2.760e-10 5.236e-04 1.494e-01 2.738e-04 1.836e-10 1.550e-01 4.223e-11 6.486e-11 2.157e-03 6.864e-11 1.857e-10 1.068e-03 1.597e-09 +87 TP 12 3.820e-04 2.028e-11 5.928e-05 3.644e-04 1.211e-04 8.417e-05 2.089e-04 2.743e-04 1.068e-02 7.826e-02 1.798e-05 5.189e-01 4.264e-03 2.532e-06 2.110e-02 1.123e-04 1.789e-11 4.054e-04 1.037e-04 6.278e-03 2.686e-04 4.039e-05 3.208e-11 2.302e-04 2.394e-03 4.678e-10 5.734e-06 1.082e-01 1.919e-11 3.028e-08 7.862e-04 1.856e-11 1.765e-04 2.436e-03 1.815e-11 1.348e-05 7.742e-04 1.913e-11 1.119e-01 1.293e-01 3.051e-04 1.369e-03 7.549e-05 2.644e-05 9.769e-05 +87 TP 13 3.531e-04 6.362e-10 1.211e-10 2.083e-09 1.907e-10 1.063e-10 1.723e-10 9.399e-11 2.445e-02 3.304e-01 3.504e-11 6.818e-02 2.554e-01 1.097e-10 1.524e-02 1.300e-10 2.754e-05 1.329e-10 9.706e-11 2.258e-09 1.718e-10 1.271e-04 7.459e-05 3.268e-10 7.298e-04 3.723e-09 2.860e-10 2.875e-01 7.692e-05 1.901e-10 1.546e-10 4.156e-11 1.019e-09 1.381e-02 4.964e-11 1.172e-10 4.817e-10 3.807e-11 3.691e-03 3.886e-08 2.686e-10 5.225e-10 7.451e-11 7.321e-11 2.800e-10 +87 TP 14 4.087e-02 5.666e-07 1.641e-03 1.647e-02 5.231e-02 8.103e-10 1.542e-03 2.523e-01 8.607e-03 1.338e-09 3.020e-10 5.133e-04 1.181e-02 8.947e-02 3.655e-03 1.799e-09 1.441e-10 2.282e-09 4.496e-10 6.513e-04 3.121e-02 1.354e-01 2.110e-03 2.198e-09 7.649e-03 8.296e-02 8.677e-04 3.236e-03 3.948e-10 5.009e-09 5.025e-03 3.317e-05 9.946e-03 3.189e-02 5.011e-10 1.758e-02 2.048e-02 2.179e-10 5.934e-05 2.887e-10 1.648e-01 6.507e-03 6.938e-10 1.586e-09 4.335e-04 +87 TP 15 2.994e-02 1.436e-03 2.693e-03 1.736e-09 8.358e-03 8.787e-05 5.179e-03 1.052e-02 5.521e-09 4.602e-02 4.081e-04 1.449e-02 8.606e-03 4.821e-03 6.794e-02 1.011e-02 5.984e-05 1.942e-02 3.562e-03 1.815e-01 1.625e-02 7.181e-10 2.474e-10 1.081e-02 8.801e-02 1.691e-09 1.460e-03 2.459e-02 1.175e-03 2.032e-02 2.805e-02 7.430e-05 3.427e-02 7.486e-02 9.213e-04 7.353e-03 4.326e-02 6.437e-09 2.676e-04 1.206e-02 1.546e-02 1.862e-01 3.837e-03 9.313e-03 6.315e-03 +87 TP 16 7.544e-03 1.568e-02 1.932e-02 5.549e-03 1.477e-02 2.459e-09 4.075e-02 9.793e-03 1.795e-09 4.166e-10 3.549e-03 1.211e-04 4.236e-03 6.488e-02 1.260e-03 3.348e-01 1.076e-03 6.237e-07 2.972e-02 1.236e-09 3.694e-08 1.015e-02 4.429e-09 1.526e-02 4.958e-08 2.604e-02 5.206e-02 9.774e-04 9.193e-03 3.941e-03 2.648e-03 4.196e-04 6.515e-04 1.146e-02 7.040e-03 2.917e-02 2.104e-08 1.323e-03 6.351e-11 9.903e-11 3.127e-02 1.151e-09 3.744e-02 1.576e-01 5.026e-02 +87 TP 17 9.525e-11 7.483e-03 4.462e-03 6.745e-11 1.588e-04 2.481e-04 9.598e-04 1.343e-10 8.717e-11 7.987e-11 4.172e-02 5.099e-11 8.774e-05 1.089e-04 5.502e-11 1.246e-10 7.424e-01 1.228e-10 2.160e-03 7.697e-11 1.206e-04 1.884e-04 1.932e-03 1.053e-10 5.894e-11 2.676e-04 1.794e-04 5.190e-11 1.028e-02 7.843e-11 6.893e-11 8.643e-04 8.764e-11 1.502e-10 2.194e-02 1.334e-04 7.639e-11 1.629e-01 5.584e-11 5.119e-11 1.209e-09 5.660e-11 8.861e-11 1.661e-04 1.220e-03 +87 TP 18 1.942e-02 1.689e-02 2.490e-02 1.092e-02 1.564e-02 2.047e-02 4.612e-02 8.885e-09 3.132e-03 1.264e-07 3.177e-03 1.217e-09 6.927e-03 5.597e-02 3.136e-03 8.885e-02 2.741e-04 1.020e-01 4.056e-02 9.782e-03 5.543e-03 5.452e-09 2.994e-09 1.236e-01 2.491e-03 1.904e-02 4.424e-09 1.286e-03 1.179e-02 1.941e-02 1.529e-02 9.420e-04 4.905e-03 1.980e-02 8.271e-03 8.023e-02 1.559e-02 2.792e-03 6.581e-11 1.321e-10 4.101e-02 2.731e-03 3.179e-02 7.061e-02 5.470e-02 +87 TP 19 1.389e-03 6.295e-02 1.339e-01 2.202e-03 5.103e-03 2.493e-02 2.929e-02 3.619e-04 1.251e-10 9.364e-11 1.273e-02 5.783e-11 4.847e-04 1.807e-02 6.650e-11 4.500e-04 3.090e-03 3.534e-10 4.460e-01 1.602e-10 4.259e-09 2.900e-03 1.340e-01 8.384e-10 8.453e-11 1.069e-02 1.004e-02 4.033e-10 4.075e-02 4.548e-10 3.874e-10 1.317e-03 2.921e-04 4.229e-03 2.314e-02 3.857e-03 1.590e-10 6.392e-03 3.964e-11 4.750e-11 1.321e-02 1.162e-10 1.026e-09 8.336e-03 1.632e-09 +87 TP 20 5.316e-02 1.027e-10 1.304e-10 5.172e-02 2.212e-02 7.930e-10 6.328e-09 6.441e-03 3.931e-02 2.190e-02 4.988e-11 8.951e-03 4.697e-02 3.065e-03 2.172e-04 1.916e-03 5.977e-11 7.879e-03 2.157e-10 4.406e-01 1.128e-02 4.111e-07 2.021e-10 1.313e-03 3.006e-09 3.761e-08 1.083e-03 3.875e-02 7.410e-11 9.319e-03 1.829e-02 7.131e-11 3.075e-02 1.231e-01 7.014e-11 1.035e-03 3.935e-02 4.152e-11 7.484e-05 8.078e-10 1.751e-02 3.903e-03 4.724e-09 2.834e-08 8.626e-10 +87 TP 21 2.495e-02 2.542e-04 7.376e-04 1.442e-02 6.673e-02 1.493e-09 1.193e-09 7.989e-03 4.524e-03 3.498e-04 1.905e-09 4.770e-04 1.160e-02 3.767e-03 1.393e-09 2.134e-09 3.617e-10 1.386e-02 8.732e-10 6.784e-02 3.485e-01 2.026e-09 7.356e-10 2.485e-09 9.031e-10 3.697e-02 2.513e-03 5.303e-03 2.466e-09 1.949e-02 2.921e-01 1.181e-04 7.669e-03 2.739e-02 9.789e-10 2.921e-03 3.947e-02 3.077e-10 7.667e-11 1.862e-10 2.535e-08 1.771e-05 3.740e-10 1.345e-09 4.965e-10 +87 TP 22 1.520e-02 6.512e-09 6.841e-04 1.094e-02 9.477e-09 2.820e-05 1.420e-03 5.966e-09 1.597e-08 1.290e-07 8.608e-10 1.946e-09 8.670e-03 1.807e-08 4.360e-09 2.315e-03 5.892e-04 4.702e-09 2.588e-09 1.331e-02 5.748e-02 2.857e-01 5.771e-09 2.099e-09 1.997e-09 3.143e-02 3.692e-09 1.031e-03 6.835e-05 3.556e-01 2.917e-09 9.962e-05 1.894e-08 1.777e-02 5.197e-10 2.201e-09 6.062e-08 4.346e-04 1.702e-10 1.160e-03 1.950e-01 1.023e-03 6.943e-10 2.042e-09 1.317e-09 +87 TP 23 7.163e-03 6.116e-10 7.313e-10 2.853e-03 1.123e-02 7.299e-02 2.239e-01 2.558e-03 4.880e-07 3.011e-10 6.885e-10 1.376e-04 5.219e-04 4.827e-02 1.652e-10 1.139e-08 2.681e-10 3.978e-09 2.888e-03 4.909e-10 9.657e-04 7.833e-03 9.646e-02 8.484e-03 3.834e-10 1.975e-02 2.033e-02 9.630e-05 7.277e-10 1.254e-03 1.797e-09 1.758e-04 8.915e-10 6.716e-03 5.220e-10 1.891e-02 1.892e-04 5.597e-10 9.221e-11 1.221e-10 2.590e-02 2.900e-10 3.509e-09 3.598e-02 3.844e-01 +87 TP 24 1.017e-02 1.562e-02 1.967e-02 6.413e-03 1.159e-02 2.620e-09 3.276e-02 5.367e-03 2.725e-04 5.650e-10 4.534e-03 2.067e-10 4.343e-03 7.633e-02 6.176e-08 1.655e-01 6.157e-05 9.756e-09 2.762e-02 2.753e-03 5.726e-09 3.693e-03 1.915e-03 2.960e-01 1.526e-05 2.200e-02 2.876e-09 6.626e-04 1.069e-02 7.163e-03 6.395e-03 1.446e-03 3.152e-03 1.593e-02 5.522e-03 5.040e-02 2.441e-03 1.820e-03 7.540e-11 1.764e-10 2.877e-02 1.543e-04 2.553e-02 8.785e-02 4.544e-02 +87 TP 25 1.286e-01 7.180e-03 1.300e-02 1.368e-02 1.315e-02 9.869e-03 1.708e-02 2.816e-02 6.918e-03 5.178e-03 2.349e-03 2.685e-05 1.264e-08 2.808e-02 3.265e-02 3.634e-02 1.153e-04 6.336e-02 1.699e-02 2.761e-07 4.000e-02 5.454e-05 1.362e-09 3.769e-02 7.874e-02 2.227e-03 1.497e-03 4.285e-09 6.882e-03 5.461e-02 8.640e-02 5.056e-04 3.019e-08 1.693e-09 3.848e-03 2.327e-02 1.263e-01 8.303e-04 1.424e-04 9.239e-04 3.498e-02 1.781e-03 1.678e-02 2.904e-02 3.081e-02 +87 TP 26 2.552e-02 1.593e-04 3.907e-04 1.948e-01 7.388e-10 5.772e-10 5.092e-04 5.440e-10 3.571e-02 1.803e-09 4.046e-09 3.571e-03 7.556e-02 8.651e-05 5.270e-09 7.215e-10 8.376e-11 7.146e-10 1.800e-05 2.054e-09 6.648e-10 3.727e-10 5.409e-04 1.276e-09 1.519e-09 5.039e-02 1.656e-09 2.187e-02 6.950e-10 5.251e-10 4.869e-10 5.727e-05 3.726e-01 2.160e-01 1.439e-10 7.382e-10 2.149e-03 1.104e-10 9.313e-11 3.267e-10 2.236e-07 3.036e-09 9.747e-10 8.511e-10 5.921e-06 +87 TP 27 1.145e-02 1.562e-09 5.721e-10 7.132e-03 2.061e-02 1.583e-09 1.438e-08 2.134e-08 2.323e-09 5.159e-10 3.035e-10 3.017e-04 2.274e-03 1.598e-01 7.032e-04 5.307e-02 4.964e-10 1.729e-09 4.747e-10 5.392e-04 7.708e-03 1.297e-02 1.232e-09 1.724e-01 9.251e-04 3.748e-02 2.454e-01 1.485e-03 9.211e-05 5.384e-03 1.149e-02 5.439e-04 2.826e-03 1.209e-02 1.210e-09 1.847e-01 1.336e-03 4.721e-10 1.231e-10 2.040e-10 4.260e-02 2.672e-03 1.996e-03 8.091e-09 2.482e-09 +87 TP 28 3.571e-10 1.049e-10 6.450e-05 5.869e-04 1.443e-10 2.253e-10 1.570e-06 6.680e-11 9.741e-03 1.345e-01 3.467e-11 2.401e-01 2.385e-02 1.070e-09 8.643e-03 1.219e-10 2.060e-11 9.413e-11 5.027e-11 3.287e-10 1.547e-10 1.324e-10 4.153e-11 7.859e-11 9.421e-10 1.370e-10 7.823e-11 4.017e-01 6.557e-11 1.347e-10 4.625e-10 5.065e-11 6.322e-06 4.677e-03 3.507e-11 1.294e-10 1.303e-10 1.932e-11 1.986e-02 1.562e-01 2.525e-10 8.510e-10 5.738e-11 1.330e-04 8.333e-11 +87 TP 29 4.395e-04 1.389e-01 7.467e-02 9.842e-04 2.232e-03 1.039e-02 1.601e-02 2.420e-04 1.765e-10 1.021e-10 5.416e-02 4.304e-11 3.086e-04 6.902e-03 6.120e-11 2.642e-10 1.136e-02 2.124e-10 2.757e-02 1.136e-10 1.714e-10 1.249e-03 3.729e-02 1.338e-10 6.648e-11 4.339e-03 3.559e-03 8.400e-05 4.231e-01 2.712e-10 1.012e-04 1.183e-03 1.574e-10 1.480e-03 1.429e-01 2.265e-03 7.997e-11 2.905e-02 7.248e-11 4.656e-11 6.280e-03 7.659e-11 3.061e-10 2.584e-03 4.412e-04 +87 TP 30 1.456e-02 4.116e-03 9.386e-03 8.154e-03 1.218e-02 2.791e-03 1.293e-02 5.451e-02 2.818e-03 1.819e-08 2.078e-03 3.127e-04 7.432e-03 2.177e-02 1.151e-09 2.474e-02 1.473e-09 1.925e-01 1.283e-02 2.017e-02 1.202e-02 9.092e-10 9.084e-04 2.444e-02 1.129e-09 2.637e-02 1.176e-02 1.994e-03 3.219e-03 3.425e-01 5.179e-09 8.038e-05 3.666e-03 1.930e-02 2.109e-03 8.875e-03 1.569e-02 1.203e-03 6.787e-11 2.683e-10 6.675e-02 6.884e-09 1.301e-02 2.325e-02 1.961e-02 +87 TP 31 2.954e-02 1.482e-02 1.642e-02 5.485e-03 1.387e-02 1.082e-02 2.726e-02 5.034e-02 1.310e-02 2.098e-03 2.378e-03 3.059e-04 8.468e-03 5.325e-02 1.366e-03 4.273e-02 4.038e-09 1.085e-01 2.629e-02 3.019e-02 4.266e-09 1.742e-09 2.097e-09 5.126e-02 5.632e-07 5.787e-03 1.116e-08 3.614e-03 7.257e-03 1.664e-01 7.437e-02 6.277e-04 6.081e-03 1.930e-02 6.333e-03 3.266e-02 6.264e-03 1.447e-03 6.639e-11 1.622e-10 6.321e-02 5.599e-03 1.905e-02 4.221e-02 3.124e-02 +87 TP 32 4.151e-04 5.653e-03 1.185e-02 1.618e-04 2.350e-03 9.406e-03 1.315e-02 7.946e-10 9.131e-10 7.233e-10 1.109e-02 8.129e-04 1.301e-03 1.694e-02 9.578e-10 1.811e-03 1.193e-02 6.323e-04 1.948e-03 5.295e-07 9.699e-10 4.567e-09 2.185e-02 2.190e-09 6.634e-10 8.012e-03 2.361e-03 4.808e-10 1.220e-02 9.684e-10 7.588e-10 8.322e-01 8.616e-10 3.307e-03 1.250e-02 1.302e-03 1.670e-09 6.726e-03 4.626e-04 4.657e-10 9.669e-03 1.338e-09 7.103e-10 1.060e-09 9.604e-10 +87 TP 33 1.318e-02 9.522e-10 3.184e-10 4.521e-02 1.001e-07 3.921e-10 2.222e-03 6.521e-10 2.777e-02 5.994e-03 3.567e-10 2.013e-03 3.472e-02 1.961e-04 1.637e-04 2.314e-09 5.685e-10 8.963e-10 7.991e-04 3.373e-02 2.210e-08 2.042e-08 1.069e-09 9.657e-10 2.796e-01 3.596e-09 6.317e-10 1.233e-02 1.878e-04 4.205e-09 5.212e-09 1.039e-10 4.177e-01 6.156e-02 1.865e-10 2.940e-09 1.811e-09 1.153e-10 7.173e-05 6.305e-10 3.987e-07 6.104e-02 1.180e-08 1.480e-03 4.996e-09 +87 TP 34 9.205e-04 8.402e-11 2.298e-09 2.509e-02 5.512e-04 4.952e-04 3.114e-04 1.413e-09 4.084e-01 1.634e-09 6.322e-11 2.788e-02 3.126e-01 1.809e-03 1.765e-09 4.138e-04 8.657e-11 7.034e-09 1.051e-10 1.105e-09 5.635e-10 2.479e-10 3.221e-10 4.382e-08 2.197e-08 6.291e-03 9.657e-10 1.325e-01 5.607e-10 1.362e-09 1.813e-09 5.909e-11 1.447e-09 8.028e-02 3.631e-05 3.601e-10 5.956e-10 7.137e-11 1.303e-03 8.077e-10 1.057e-03 2.421e-07 4.118e-10 6.314e-10 5.223e-09 +87 TP 35 1.255e-03 5.916e-02 3.841e-02 1.102e-03 1.842e-03 6.140e-03 1.009e-02 1.771e-10 1.089e-10 6.816e-11 1.487e-01 4.158e-11 2.597e-04 4.797e-03 5.073e-11 2.781e-10 2.015e-02 7.323e-11 1.774e-02 8.071e-11 1.563e-10 1.170e-03 2.447e-02 1.256e-10 5.541e-11 3.194e-03 3.327e-03 2.330e-05 1.435e-01 7.870e-11 1.469e-10 9.108e-04 1.155e-10 4.857e-04 4.628e-01 5.108e-04 1.468e-05 4.338e-02 4.110e-11 5.719e-11 3.229e-03 6.241e-11 5.010e-10 3.278e-03 9.752e-10 +87 TP 36 5.835e-03 4.508e-03 7.483e-03 3.475e-03 1.758e-02 2.601e-03 1.266e-02 5.771e-02 1.810e-09 8.282e-04 2.024e-03 2.063e-10 3.230e-03 9.783e-02 8.442e-10 4.523e-02 2.750e-04 2.709e-02 8.142e-03 5.633e-03 6.797e-03 1.276e-08 2.561e-03 1.441e-01 1.106e-09 2.314e-02 2.264e-09 1.693e-03 3.316e-03 7.963e-03 6.108e-03 2.819e-05 1.370e-03 1.735e-02 1.533e-03 3.915e-01 3.748e-04 6.662e-04 7.158e-11 2.337e-10 3.625e-02 5.829e-04 1.012e-02 2.989e-02 1.251e-02 +87 TP 37 4.313e-02 4.124e-03 1.011e-02 1.022e-02 2.067e-02 6.474e-03 1.230e-02 2.707e-02 9.443e-03 3.449e-09 1.647e-03 2.804e-04 1.391e-02 2.250e-02 1.090e-03 1.911e-02 2.544e-04 5.505e-02 1.103e-02 5.994e-02 4.543e-02 4.921e-05 3.534e-09 2.133e-02 2.188e-07 1.870e-02 5.791e-03 3.877e-03 3.562e-03 2.351e-02 1.608e-01 1.957e-04 7.683e-04 1.643e-02 2.382e-03 1.352e-02 2.543e-01 2.451e-04 1.808e-04 1.902e-04 4.626e-02 6.490e-03 8.831e-03 1.924e-02 1.957e-02 +87 TP 38 3.109e-04 1.584e-02 1.015e-02 4.105e-04 3.571e-04 2.307e-03 2.542e-03 1.352e-04 8.341e-11 5.884e-11 1.448e-01 4.095e-11 1.448e-10 1.108e-03 4.818e-11 1.529e-10 1.277e-01 2.826e-05 4.972e-03 9.599e-11 1.892e-10 4.506e-04 6.663e-03 1.015e-10 9.289e-11 5.853e-04 5.497e-04 7.619e-11 2.539e-02 1.022e-10 6.734e-11 4.075e-04 3.774e-10 3.266e-05 5.050e-02 7.288e-04 6.384e-11 6.021e-01 4.211e-11 3.547e-05 9.953e-04 6.013e-11 3.465e-10 5.645e-04 3.519e-04 +87 TP 39 6.929e-10 5.005e-11 4.856e-05 3.074e-10 1.148e-10 1.051e-10 4.805e-11 4.980e-11 1.368e-03 1.787e-02 4.682e-11 2.952e-01 6.731e-10 2.993e-05 4.528e-03 2.483e-04 4.681e-11 6.246e-11 5.040e-11 1.161e-03 6.564e-05 4.760e-11 2.234e-10 4.774e-05 3.379e-04 7.784e-08 1.031e-10 1.953e-02 4.695e-05 5.435e-11 3.270e-05 4.690e-11 2.377e-04 2.274e-04 5.970e-11 5.072e-11 2.492e-04 4.688e-11 6.214e-01 3.727e-02 9.828e-11 5.612e-10 4.103e-05 4.817e-11 5.060e-05 +87 TP 40 7.836e-03 1.203e-04 2.382e-04 1.987e-08 6.739e-09 3.071e-04 4.637e-04 1.936e-03 5.960e-02 3.563e-01 3.673e-05 3.937e-02 2.181e-09 8.357e-04 1.465e-01 1.221e-03 4.754e-11 2.581e-03 8.850e-04 4.474e-02 1.793e-03 1.522e-09 1.348e-10 2.158e-03 2.009e-02 5.165e-10 6.332e-10 1.347e-04 1.580e-04 2.240e-03 6.224e-03 4.225e-05 1.005e-02 2.242e-02 4.180e-05 1.701e-03 8.910e-03 4.113e-11 7.332e-03 2.332e-01 2.115e-03 1.694e-02 5.752e-04 4.314e-04 4.403e-04 +87 TP 41 8.858e-02 1.093e-03 2.195e-04 3.643e-02 2.199e-01 2.776e-03 7.148e-04 2.385e-09 2.508e-02 4.299e-03 1.493e-10 1.771e-03 2.393e-02 3.785e-03 3.271e-03 4.186e-04 4.429e-08 1.181e-04 1.449e-09 2.323e-02 2.544e-01 3.587e-03 2.094e-09 2.593e-08 4.208e-03 1.326e-01 1.695e-03 6.176e-03 7.227e-10 2.200e-09 1.490e-09 1.012e-04 1.667e-02 5.675e-02 3.527e-10 1.854e-09 4.757e-09 2.278e-10 5.754e-11 2.047e-10 7.139e-02 1.682e-02 2.755e-10 3.414e-09 3.823e-10 +87 TP 42 1.587e-02 2.634e-03 3.469e-03 5.664e-10 8.033e-03 8.529e-04 4.164e-03 7.336e-03 3.090e-02 3.103e-02 6.792e-04 3.835e-03 1.088e-06 5.349e-03 3.380e-06 6.959e-03 2.461e-06 1.545e-02 4.478e-03 1.162e-01 1.097e-02 1.551e-03 5.328e-10 7.679e-03 1.479e-01 2.160e-06 1.261e-03 1.707e-02 1.178e-03 1.284e-02 1.905e-02 1.753e-09 5.106e-02 4.007e-02 1.322e-03 5.046e-03 2.375e-02 6.713e-04 4.740e-10 1.705e-08 1.263e-02 3.722e-01 3.457e-03 6.720e-03 6.329e-03 +87 TP 43 3.235e-03 6.177e-02 8.885e-02 1.561e-03 7.049e-03 2.120e-09 9.649e-09 4.197e-09 9.420e-05 7.879e-10 1.521e-02 1.336e-10 1.012e-03 1.073e-02 4.015e-10 6.173e-09 1.498e-03 6.937e-09 1.312e-01 7.347e-10 4.180e-09 5.068e-04 2.225e-09 1.578e-05 8.632e-09 1.390e-03 4.302e-03 6.938e-10 3.415e-02 1.456e-09 6.216e-09 3.105e-03 5.351e-04 2.755e-03 2.466e-02 1.889e-08 1.198e-09 8.207e-03 1.074e-10 1.990e-10 8.048e-09 2.742e-09 2.458e-01 1.883e-09 3.524e-01 +87 TP 44 4.216e-03 2.115e-02 2.927e-02 2.407e-03 9.443e-03 1.091e-01 8.203e-02 7.046e-03 5.804e-10 2.114e-10 4.976e-03 9.452e-05 1.769e-03 3.341e-02 7.507e-09 4.318e-09 5.293e-04 6.657e-03 4.253e-02 6.588e-10 1.304e-03 6.753e-03 2.041e-03 3.281e-09 5.587e-10 1.872e-02 1.883e-02 7.913e-04 1.060e-02 1.656e-09 2.745e-03 7.813e-04 3.305e-04 1.168e-02 1.009e-02 1.349e-02 2.107e-05 3.221e-03 5.226e-11 9.197e-11 2.181e-02 6.032e-10 8.581e-02 3.645e-01 7.182e-02 +87 TP 45 2.903e-03 3.733e-02 5.897e-02 2.649e-03 7.896e-03 4.458e-02 9.861e-02 1.245e-03 3.318e-10 8.516e-11 7.727e-03 4.433e-11 2.036e-03 2.773e-02 1.341e-10 7.597e-04 1.461e-03 9.327e-10 1.328e-01 2.918e-10 5.015e-10 4.949e-03 1.784e-09 1.432e-09 2.738e-10 1.464e-02 1.728e-02 3.265e-04 2.159e-02 4.305e-10 1.835e-09 5.145e-04 6.390e-10 6.027e-03 1.531e-02 7.830e-03 1.784e-10 4.332e-03 4.063e-11 1.215e-10 1.845e-02 4.627e-10 6.328e-10 1.677e-02 4.453e-01 +88 IP 1 4.316e-09 +88 IP 2 4.292e-09 +88 IP 3 4.292e-09 +88 IP 4 4.479e-09 +88 IP 5 4.293e-09 +88 IP 6 4.336e-09 +88 IP 7 4.526e-09 +88 IP 8 4.292e-09 +88 IP 9 4.292e-09 +88 IP 10 7.313e-09 +88 IP 11 4.377e-09 +88 IP 12 2.097e-02 +88 IP 13 4.292e-09 +88 IP 14 4.292e-09 +88 IP 15 1.169e-01 +88 IP 16 4.292e-09 +88 IP 17 4.639e-09 +88 IP 18 1.317e-02 +88 IP 19 4.292e-09 +88 IP 20 4.292e-09 +88 IP 21 4.294e-09 +88 IP 22 4.292e-09 +88 IP 23 1.689e-03 +88 IP 24 4.293e-09 +88 IP 25 1.073e-08 +88 IP 26 4.292e-09 +88 IP 27 4.292e-09 +88 IP 28 4.292e-09 +88 IP 29 6.263e-09 +88 IP 30 4.292e-09 +88 IP 31 5.035e-02 +88 IP 32 4.292e-09 +88 IP 33 4.295e-09 +88 IP 34 4.303e-09 +88 IP 35 4.292e-09 +88 IP 36 6.087e-03 +88 IP 37 4.292e-09 +88 IP 38 4.293e-09 +88 IP 39 4.547e-09 +88 IP 40 4.525e-09 +88 IP 41 4.292e-09 +88 IP 42 7.866e-01 +88 IP 43 4.296e-09 +88 IP 44 4.292e-09 +88 IP 45 4.292e-03 +88 IP 46 4.292e-09 +88 EP 1 9.276e-11 9.276e-11 9.276e-11 9.408e-11 1.514e-10 7.551e-05 2.144e-10 1.196e-09 9.485e-10 2.840e-02 8.828e-01 8.590e-02 2.677e-09 2.282e-07 9.890e-10 4.427e-05 1.072e-04 1.321e-03 1.039e-09 5.437e-04 3.551e-04 6.158e-10 6.270e-10 1.885e-10 1.037e-04 2.314e-10 2.349e-04 2.188e-10 2.008e-10 6.068e-10 2.918e-10 1.019e-10 1.609e-09 1.090e-10 1.065e-10 2.538e-10 9.998e-11 9.474e-11 9.372e-11 1.367e-04 9.397e-11 9.827e-11 9.425e-11 9.277e-11 9.282e-11 9.278e-11 9.276e-11 9.277e-11 1.048e-10 9.276e-11 9.276e-11 9.276e-11 9.277e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 1.721e-10 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.277e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 9.276e-11 3.397e-10 +88 EP 2 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.027e-11 4.393e-11 4.189e-11 6.151e-11 6.556e-11 1.293e-10 8.378e-05 2.675e-10 2.736e-10 1.567e-10 3.774e-10 1.005e-09 2.575e-10 4.933e-04 2.678e-10 1.294e-03 7.959e-04 1.809e-03 3.006e-10 3.840e-10 4.440e-02 3.779e-01 4.506e-01 1.118e-01 1.016e-09 5.387e-03 2.773e-08 3.279e-03 9.946e-05 1.064e-03 5.103e-05 1.122e-04 3.622e-04 1.525e-04 3.806e-10 1.448e-04 9.566e-11 9.314e-11 6.868e-11 1.845e-10 6.586e-10 1.010e-04 6.175e-11 4.593e-11 6.323e-11 5.128e-11 4.658e-11 4.384e-11 5.158e-11 4.227e-11 4.262e-11 4.137e-11 4.042e-11 4.203e-11 4.251e-11 4.039e-11 4.148e-11 4.026e-11 5.262e-11 4.163e-11 4.040e-11 4.026e-11 4.033e-11 4.369e-11 4.026e-11 4.026e-11 4.029e-11 4.506e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.047e-11 4.026e-11 4.027e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 4.026e-11 5.037e-05 +88 EP 3 4.961e-11 4.961e-11 4.961e-11 4.964e-11 4.968e-11 5.748e-11 5.450e-11 1.031e-10 1.315e-10 1.713e-10 1.224e-04 1.152e-04 1.641e-09 8.338e-04 4.358e-04 7.835e-04 1.116e-03 6.868e-04 4.080e-10 7.886e-04 4.325e-03 3.927e-09 7.126e-10 3.501e-01 5.018e-01 1.343e-01 5.664e-10 2.179e-04 2.512e-03 1.908e-04 1.109e-09 6.009e-04 5.268e-04 3.046e-10 6.531e-10 1.534e-04 1.230e-04 1.155e-04 1.061e-04 1.632e-10 8.689e-05 7.824e-11 6.289e-11 8.125e-11 9.349e-11 6.731e-11 5.044e-11 5.544e-11 7.657e-11 7.742e-11 5.137e-11 4.997e-11 8.057e-11 5.066e-11 4.968e-11 4.998e-11 4.961e-11 4.996e-11 5.214e-11 4.962e-11 4.961e-11 4.961e-11 4.976e-11 5.059e-11 4.961e-11 4.961e-11 4.964e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.962e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.961e-11 4.848e-10 +88 EP 4 4.633e-11 4.633e-11 4.635e-11 7.230e-11 6.948e-11 9.780e-09 1.860e-10 4.410e-09 9.878e-01 2.036e-05 1.674e-09 5.540e-03 4.183e-03 5.768e-04 4.228e-09 3.887e-04 1.140e-04 3.660e-05 3.533e-04 2.049e-04 5.399e-04 2.402e-10 5.316e-05 1.365e-10 7.826e-05 7.643e-11 5.614e-11 5.721e-11 8.131e-11 5.889e-11 5.012e-11 6.342e-11 4.981e-11 5.394e-11 4.884e-11 4.738e-11 4.918e-11 4.642e-11 4.753e-11 4.642e-11 4.639e-11 4.647e-11 4.678e-11 4.635e-11 4.633e-11 4.634e-11 4.633e-11 4.634e-11 4.661e-11 4.633e-11 4.633e-11 4.633e-11 4.636e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.844e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.635e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 4.633e-11 1.213e-04 +88 EP 5 5.883e-11 5.883e-11 5.884e-11 6.090e-11 7.522e-11 8.571e-07 1.865e-10 2.070e-06 1.932e-05 1.088e-03 2.841e-02 9.613e-01 4.831e-03 1.257e-09 8.661e-10 1.668e-03 1.321e-04 9.002e-10 1.456e-03 6.250e-09 4.564e-04 6.039e-10 3.594e-10 6.094e-04 1.269e-10 1.456e-10 9.614e-11 4.715e-10 1.361e-10 1.330e-10 1.097e-10 8.106e-11 7.278e-11 8.487e-11 6.569e-11 7.624e-11 6.061e-11 6.190e-11 6.975e-11 6.259e-11 1.032e-10 6.068e-11 8.154e-11 5.902e-11 5.893e-11 5.951e-11 5.883e-11 5.887e-11 5.965e-11 5.896e-11 5.883e-11 5.883e-11 5.987e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 6.040e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.886e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 5.883e-11 2.204e-10 +88 EP 6 6.804e-11 6.804e-11 6.805e-11 6.820e-11 6.849e-11 7.641e-11 1.614e-10 2.454e-10 2.833e-09 5.907e-04 4.614e-04 6.592e-04 1.184e-09 1.047e-03 3.826e-10 1.991e-09 2.772e-02 4.555e-01 4.060e-01 5.905e-02 1.324e-02 1.219e-02 7.072e-03 4.777e-03 4.820e-03 9.437e-04 1.500e-03 6.934e-04 9.201e-04 5.657e-10 2.318e-04 6.062e-10 5.135e-10 9.649e-10 3.464e-10 1.476e-09 3.579e-10 7.491e-05 1.365e-10 9.881e-11 8.124e-11 2.826e-10 7.350e-11 6.871e-11 6.902e-11 6.985e-11 6.822e-11 2.527e-10 7.490e-11 6.814e-11 6.948e-11 6.807e-11 6.825e-11 6.806e-11 6.839e-11 7.042e-11 6.805e-11 6.821e-11 7.624e-11 6.804e-11 6.806e-11 6.804e-11 6.806e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.805e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.806e-11 6.805e-11 6.858e-11 6.807e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 6.804e-11 2.554e-03 +88 EP 7 9.516e-11 9.516e-11 9.516e-11 9.523e-11 9.533e-11 1.050e-10 1.113e-10 1.509e-10 8.494e-09 6.763e-10 4.205e-09 1.170e-09 6.943e-10 2.559e-08 3.329e-10 4.812e-04 8.171e-04 1.547e-09 2.185e-02 5.737e-01 3.905e-01 9.232e-07 2.686e-09 1.421e-03 3.509e-03 9.421e-04 1.496e-03 1.178e-03 7.405e-04 3.842e-07 3.170e-04 8.521e-04 4.343e-10 4.648e-04 4.975e-10 2.815e-10 6.747e-10 3.147e-10 8.975e-05 1.429e-10 1.196e-10 4.786e-10 1.284e-10 1.020e-10 3.947e-10 9.718e-11 9.524e-11 2.103e-10 1.065e-10 9.813e-11 9.803e-11 1.022e-10 9.530e-11 9.547e-11 9.591e-11 9.974e-11 9.516e-11 9.525e-11 1.232e-10 9.517e-11 9.517e-11 9.516e-11 9.519e-11 9.517e-11 9.516e-11 9.516e-11 9.516e-11 9.517e-11 9.516e-11 9.516e-11 9.517e-11 9.517e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 9.524e-11 9.517e-11 9.544e-11 9.518e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 9.516e-11 1.663e-03 +88 EP 8 7.441e-11 7.441e-11 7.441e-11 7.466e-11 8.140e-11 1.730e-10 1.548e-10 6.888e-08 5.805e-10 1.642e-09 1.448e-08 5.762e-01 3.401e-01 2.709e-02 1.455e-02 1.632e-02 1.136e-02 2.508e-03 2.800e-03 5.138e-04 2.438e-03 3.164e-04 9.266e-04 5.851e-04 3.952e-04 2.478e-10 2.623e-04 2.234e-10 5.358e-04 2.815e-10 1.855e-10 1.291e-04 8.244e-05 1.189e-04 1.071e-10 2.457e-10 9.860e-11 8.354e-11 7.846e-11 1.915e-10 8.252e-11 1.055e-10 7.790e-11 7.455e-11 7.449e-11 7.459e-11 7.441e-11 7.443e-11 8.829e-11 7.459e-11 7.442e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 4.836e-08 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.442e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.581e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 7.441e-11 2.724e-03 +88 EP 9 5.103e-11 5.103e-11 5.103e-11 5.128e-11 5.565e-11 8.511e-11 1.173e-10 3.785e-04 1.562e-04 2.515e-04 8.028e-10 3.183e-09 2.531e-03 3.373e-02 9.173e-01 3.305e-02 1.087e-02 2.001e-09 1.890e-09 1.082e-09 4.845e-04 7.093e-09 6.192e-04 1.616e-04 3.194e-05 3.204e-04 6.233e-05 2.057e-10 1.467e-10 3.591e-10 1.221e-10 1.035e-10 2.705e-05 1.256e-09 7.854e-11 1.387e-10 7.393e-11 5.793e-11 1.104e-10 5.541e-11 5.526e-11 7.378e-11 6.428e-11 5.131e-11 5.313e-11 5.821e-11 5.105e-11 5.458e-11 5.143e-11 5.902e-11 5.109e-11 5.105e-11 6.602e-11 5.104e-11 5.104e-11 5.107e-11 5.103e-11 5.283e-11 5.128e-11 5.103e-11 5.103e-11 5.103e-11 5.105e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.104e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 5.103e-11 1.566e-10 +88 EP 10 2.621e-11 2.621e-11 2.622e-11 3.765e-11 5.080e-11 1.496e-08 5.064e-10 9.860e-01 7.305e-03 2.610e-03 3.409e-03 2.889e-07 3.808e-04 4.255e-10 4.729e-10 2.598e-04 3.325e-05 1.356e-10 2.274e-05 6.842e-11 1.422e-10 6.114e-11 8.190e-11 3.215e-11 3.111e-11 6.153e-11 2.829e-11 3.323e-11 3.219e-11 2.696e-11 2.664e-11 2.721e-11 2.643e-11 2.664e-11 2.738e-11 2.647e-11 2.628e-11 2.622e-11 2.645e-11 2.623e-11 2.621e-11 2.621e-11 2.640e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.623e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.639e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 2.621e-11 5.196e-11 +88 EP 11 5.579e-11 5.579e-11 5.579e-11 6.645e-11 2.099e-10 2.731e-09 1.848e-10 3.704e-03 1.506e-03 1.793e-02 9.651e-01 2.228e-07 6.069e-03 2.895e-03 1.916e-09 2.548e-03 1.131e-09 1.483e-09 1.551e-09 1.357e-04 6.609e-10 5.603e-05 4.485e-10 2.179e-10 9.443e-11 1.739e-10 1.168e-10 9.588e-11 6.051e-09 3.014e-05 8.323e-11 6.370e-11 7.858e-11 6.014e-11 5.859e-11 6.901e-11 5.852e-11 5.748e-11 7.573e-11 5.740e-11 5.882e-11 5.778e-11 1.817e-10 5.586e-11 5.582e-11 5.586e-11 5.579e-11 5.579e-11 5.591e-11 5.581e-11 5.579e-11 5.579e-11 5.652e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.816e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 5.579e-11 2.081e-10 +88 EP 12 1.521e-11 1.521e-11 1.522e-11 2.305e-11 4.044e-11 6.473e-10 9.150e-01 6.746e-02 1.225e-02 4.190e-03 8.609e-04 2.852e-08 1.815e-10 1.759e-04 2.716e-06 1.525e-05 8.928e-05 3.269e-11 3.898e-11 2.599e-11 2.301e-11 1.957e-11 1.944e-11 1.705e-11 1.608e-11 4.988e-11 1.615e-11 1.643e-11 1.609e-11 1.556e-11 1.538e-11 1.533e-11 1.532e-11 1.529e-11 1.533e-11 1.950e-11 1.523e-11 1.522e-11 1.536e-11 1.523e-11 1.522e-11 1.522e-11 1.535e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.522e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.531e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.521e-11 1.718e-11 +88 EP 13 4.082e-11 4.082e-11 4.082e-11 4.082e-11 4.082e-11 5.419e-11 4.118e-11 5.354e-11 5.854e-11 5.278e-11 1.073e-10 5.743e-11 6.696e-11 5.741e-11 1.992e-10 8.493e-11 9.365e-05 7.884e-11 1.960e-07 8.196e-04 5.308e-04 9.244e-04 3.061e-10 3.030e-04 9.806e-04 5.874e-10 9.380e-04 2.904e-03 3.522e-09 2.117e-10 4.963e-02 3.501e-01 4.431e-01 1.337e-01 8.633e-10 1.131e-09 7.398e-03 1.907e-03 4.248e-03 5.931e-04 5.780e-10 8.804e-05 1.263e-04 3.868e-10 4.714e-04 2.039e-10 7.835e-11 9.342e-11 5.129e-05 6.227e-05 6.748e-11 2.493e-09 1.816e-10 7.613e-09 1.873e-10 5.055e-11 6.078e-11 4.931e-11 5.337e-11 4.780e-11 8.194e-11 4.096e-11 2.088e-10 4.891e-11 5.408e-11 4.085e-11 4.303e-11 4.430e-11 4.082e-11 4.083e-11 4.089e-11 4.685e-11 4.082e-11 4.082e-11 4.084e-11 4.082e-11 4.082e-11 4.082e-11 4.087e-11 4.082e-11 4.083e-11 4.082e-11 4.082e-11 4.082e-11 4.082e-11 4.082e-11 4.082e-11 4.082e-11 4.082e-11 4.082e-11 1.099e-03 +88 EP 14 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.674e-11 3.660e-11 3.897e-11 3.750e-11 4.040e-11 3.826e-11 3.713e-11 3.756e-11 4.371e-11 4.020e-11 3.856e-11 6.229e-11 3.693e-05 5.359e-11 1.461e-10 2.134e-10 9.050e-11 1.243e-04 3.851e-10 1.567e-10 7.184e-10 4.303e-10 6.492e-04 2.356e-04 1.047e-03 1.705e-05 1.214e-03 9.022e-04 3.968e-10 1.128e-09 1.878e-10 1.346e-02 1.742e-01 2.975e-01 2.565e-01 1.480e-01 6.564e-02 2.692e-02 9.882e-03 2.925e-03 3.061e-09 4.073e-10 5.252e-05 1.585e-09 3.039e-04 2.483e-09 2.059e-10 5.087e-05 1.341e-10 5.112e-10 8.485e-11 2.293e-10 7.336e-11 1.053e-04 7.423e-05 8.047e-10 4.707e-11 4.987e-11 8.512e-10 9.821e-11 3.821e-11 3.698e-05 1.653e-05 3.660e-11 3.876e-11 3.898e-11 5.135e-05 3.660e-11 3.660e-11 4.158e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.660e-11 3.735e-10 +88 EP 15 1.979e-11 2.043e-11 2.136e-11 1.006e-02 9.599e-01 2.281e-02 5.858e-03 1.213e-03 7.234e-05 2.406e-10 9.155e-05 4.848e-11 5.470e-11 3.618e-11 2.530e-11 5.140e-11 2.124e-11 2.137e-11 2.154e-11 2.066e-11 3.264e-11 1.994e-11 2.027e-11 1.989e-11 1.986e-11 2.039e-11 1.981e-11 2.019e-11 1.980e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.987e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.979e-11 1.983e-11 +88 EP 16 3.620e-10 3.620e-10 3.620e-10 3.627e-10 3.627e-10 3.703e-10 3.666e-10 3.760e-10 6.670e-10 3.719e-10 3.976e-10 3.562e-09 3.973e-10 4.123e-10 2.669e-04 6.431e-10 4.913e-10 4.397e-10 4.471e-09 7.609e-04 1.755e-03 1.087e-03 5.011e-04 2.994e-03 1.171e-03 2.082e-03 3.621e-03 8.737e-04 2.814e-03 2.601e-03 1.705e-03 2.266e-03 3.505e-03 1.015e-03 9.891e-04 2.299e-03 1.924e-03 3.231e-04 3.501e-03 6.541e-10 1.316e-09 1.536e-03 9.101e-04 1.052e-03 6.325e-10 1.364e-03 5.775e-10 7.948e-04 8.259e-04 3.934e-10 4.901e-10 3.974e-04 4.236e-04 5.944e-10 5.247e-04 3.183e-04 1.262e-09 3.733e-10 3.693e-04 3.635e-10 4.487e-10 3.647e-10 3.667e-10 3.682e-10 3.625e-10 3.700e-10 3.625e-10 3.685e-10 3.620e-10 3.621e-10 3.620e-04 4.042e-10 3.620e-10 3.620e-10 3.634e-10 3.620e-10 3.620e-10 3.620e-10 1.086e-03 7.240e-04 1.086e-03 3.620e-04 3.620e-10 3.620e-10 3.620e-10 3.620e-10 3.620e-10 3.620e-10 3.620e-10 3.620e-10 9.498e-01 +88 EP 17 6.274e-11 6.274e-11 6.274e-11 6.315e-11 6.427e-11 1.559e-10 2.915e-10 2.265e-03 3.609e-03 4.559e-03 5.092e-03 1.889e-03 4.979e-03 3.984e-09 7.077e-10 2.054e-02 4.309e-01 3.052e-01 1.374e-01 4.814e-02 3.268e-03 1.434e-02 9.821e-03 4.759e-03 1.810e-09 1.106e-03 9.442e-10 8.579e-10 1.473e-09 2.189e-09 6.160e-10 1.543e-10 1.666e-10 3.520e-10 2.387e-10 2.328e-10 7.469e-05 1.640e-10 1.902e-10 1.316e-10 8.679e-11 7.166e-11 1.463e-10 6.401e-11 6.566e-11 7.476e-11 6.275e-11 6.338e-11 6.286e-11 5.987e-05 6.275e-11 6.275e-11 1.299e-09 6.274e-11 6.275e-11 6.275e-11 6.274e-11 6.354e-11 6.276e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.276e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 6.274e-11 1.907e-03 +88 EP 18 3.651e-11 3.651e-11 3.654e-11 6.262e-11 6.811e-11 8.438e-06 2.883e-08 9.284e-01 6.196e-02 9.598e-03 4.617e-06 1.904e-09 1.047e-09 9.979e-10 2.591e-10 3.921e-10 1.835e-10 1.224e-10 1.129e-10 8.036e-11 8.342e-11 6.731e-11 2.474e-10 4.630e-11 4.234e-11 7.395e-11 4.601e-11 7.976e-11 4.482e-11 4.097e-11 3.825e-11 3.742e-11 3.748e-11 3.659e-11 3.671e-11 1.600e-05 3.662e-11 3.670e-11 3.678e-11 3.670e-11 3.651e-11 3.652e-11 3.715e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 3.651e-11 6.765e-11 +88 EP 19 1.127e-10 1.127e-10 1.127e-10 1.129e-10 1.134e-10 1.393e-10 3.431e-10 2.588e-10 7.409e-10 1.424e-09 2.253e-08 5.068e-10 4.991e-04 8.957e-04 2.585e-09 8.312e-03 1.143e-02 9.725e-01 1.075e-08 1.708e-09 5.210e-03 1.172e-08 7.224e-09 1.347e-08 6.218e-04 4.287e-04 1.091e-04 6.717e-10 5.341e-09 7.490e-10 6.016e-10 2.723e-10 1.782e-10 1.831e-10 1.465e-09 3.467e-10 3.288e-10 1.365e-10 1.537e-10 1.820e-10 1.195e-10 1.401e-10 1.345e-10 1.148e-10 1.138e-10 1.170e-10 1.127e-10 1.150e-10 1.166e-10 1.194e-10 1.128e-10 1.127e-10 1.474e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.131e-10 1.132e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 1.127e-10 5.427e-10 +88 EP 20 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.381e-11 4.378e-11 4.416e-11 4.401e-11 4.468e-11 4.593e-11 4.397e-11 4.396e-11 4.639e-11 4.804e-11 4.435e-11 4.674e-11 5.111e-11 6.689e-11 3.542e-05 1.168e-10 6.076e-11 1.413e-10 9.597e-05 1.532e-04 1.116e-10 2.591e-04 1.660e-04 5.766e-04 1.459e-04 5.236e-04 7.903e-04 1.241e-03 2.003e-03 2.921e-03 1.772e-03 3.892e-03 2.881e-10 7.581e-03 7.516e-02 1.444e-01 1.728e-01 1.525e-01 1.152e-01 8.390e-02 5.853e-02 3.901e-02 2.691e-02 1.746e-02 1.259e-02 9.295e-03 6.653e-03 4.353e-03 3.247e-03 3.232e-03 2.019e-03 1.576e-03 1.094e-03 8.046e-04 8.743e-04 7.442e-04 5.253e-04 2.192e-04 3.449e-04 4.378e-04 4.378e-05 1.309e-04 1.553e-04 4.378e-11 4.378e-05 4.524e-11 3.619e-10 4.378e-11 4.378e-11 8.755e-05 4.378e-11 4.378e-11 4.378e-11 4.379e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.378e-11 4.352e-02 +88 EP 21 5.864e-11 5.864e-11 5.864e-11 5.899e-11 6.051e-11 9.892e-11 2.210e-10 1.258e-03 1.965e-03 1.532e-03 9.047e-10 1.651e-03 5.689e-03 1.812e-02 2.300e-08 9.039e-01 6.163e-02 5.191e-09 1.873e-09 5.036e-04 2.374e-03 1.453e-09 6.428e-10 5.355e-10 3.272e-04 1.643e-08 2.290e-10 2.719e-10 4.953e-10 4.548e-04 1.452e-10 1.091e-10 1.057e-10 3.505e-05 8.385e-11 2.444e-10 1.074e-10 6.482e-11 9.311e-11 6.579e-11 6.362e-11 7.995e-11 1.099e-10 5.897e-11 6.046e-11 6.783e-11 5.864e-11 6.103e-11 5.911e-11 1.266e-10 5.867e-11 5.865e-11 8.924e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.977e-11 5.878e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.865e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 5.864e-11 6.113e-04 +88 EP 22 4.739e-11 4.739e-11 4.739e-11 4.741e-11 4.749e-11 5.529e-11 5.332e-11 1.221e-10 4.139e-04 3.578e-04 3.889e-04 8.178e-04 4.583e-04 2.361e-04 1.562e-04 1.280e-03 8.514e-04 1.082e-03 3.228e-10 7.940e-03 1.648e-09 1.021e-01 5.954e-01 2.695e-01 1.541e-09 2.590e-03 6.328e-03 5.841e-03 1.181e-03 1.594e-03 4.900e-04 1.142e-04 7.772e-10 1.819e-10 6.545e-10 8.071e-07 5.554e-10 1.764e-04 3.289e-10 3.878e-10 8.650e-11 8.095e-11 6.891e-11 4.810e-05 6.987e-11 5.665e-11 4.857e-11 6.606e-11 1.093e-10 1.131e-10 5.682e-11 4.826e-11 6.336e-11 4.773e-11 4.771e-11 4.789e-11 4.741e-11 4.779e-11 5.361e-11 4.742e-11 4.753e-11 4.739e-11 4.817e-11 4.782e-11 4.741e-11 4.739e-11 4.741e-11 4.767e-11 4.739e-11 4.739e-11 4.740e-11 4.938e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.741e-11 4.739e-11 4.740e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 4.739e-11 5.669e-04 +88 EP 23 2.306e-11 2.306e-11 2.307e-11 3.213e-11 4.275e-11 3.329e-03 1.816e-10 8.380e-02 8.519e-01 5.108e-02 9.792e-03 2.170e-09 6.969e-08 7.594e-10 1.485e-05 2.840e-10 9.433e-10 1.687e-10 1.648e-10 1.900e-10 8.352e-11 1.166e-05 2.799e-05 3.730e-11 3.118e-11 6.982e-11 4.069e-11 4.401e-11 3.197e-11 2.875e-11 2.533e-11 2.463e-11 2.436e-11 2.376e-11 2.484e-11 3.313e-11 2.346e-11 2.328e-11 3.973e-11 2.328e-11 2.315e-11 2.313e-11 2.452e-11 2.311e-11 2.307e-11 2.307e-11 2.306e-11 2.306e-11 2.310e-11 2.307e-11 2.306e-11 2.306e-11 2.309e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.437e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 2.306e-11 5.283e-11 +88 EP 24 5.516e-11 5.516e-11 5.516e-11 5.595e-11 6.105e-11 1.104e-10 1.123e-10 8.479e-04 3.850e-10 5.944e-10 8.658e-10 6.758e-02 8.889e-01 3.814e-02 2.447e-09 4.566e-09 1.923e-03 1.347e-03 1.057e-09 6.257e-04 4.088e-10 1.312e-04 2.889e-04 1.136e-09 1.767e-10 1.176e-10 2.501e-10 1.579e-10 1.620e-10 3.147e-09 6.686e-11 1.186e-10 8.089e-11 5.686e-05 5.764e-11 1.135e-10 5.674e-11 5.580e-05 6.341e-11 5.669e-11 5.636e-11 7.888e-11 5.679e-11 5.526e-11 5.524e-11 5.533e-11 5.516e-11 5.532e-11 5.576e-11 5.520e-11 5.624e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.518e-11 5.516e-11 6.987e-11 5.522e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.517e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.519e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.516e-11 5.960e-05 +88 EP 25 3.088e-11 3.088e-11 3.116e-11 5.706e-11 1.823e-10 4.872e-01 4.661e-01 4.027e-02 5.113e-03 1.201e-03 2.162e-07 1.383e-10 3.856e-10 1.217e-10 1.787e-10 2.774e-05 6.987e-11 4.014e-11 9.232e-06 4.699e-11 6.495e-05 3.767e-11 3.635e-11 3.495e-11 3.599e-11 4.058e-11 3.145e-11 5.524e-11 3.123e-11 3.110e-11 3.095e-11 3.089e-11 3.090e-11 3.088e-11 3.088e-11 3.710e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.098e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.088e-11 3.302e-11 +88 EP 26 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.991e-11 3.929e-11 5.321e-11 4.662e-11 4.593e-11 4.294e-11 4.183e-11 4.087e-11 4.096e-05 5.544e-11 4.922e-11 3.508e-05 9.052e-11 5.869e-05 6.912e-11 2.305e-08 3.672e-10 7.247e-05 2.865e-04 1.013e-04 6.618e-04 6.318e-04 2.344e-09 8.436e-04 4.058e-10 6.529e-04 2.511e-10 5.206e-10 2.003e-10 3.501e-02 2.588e-01 3.930e-01 2.309e-01 6.620e-02 4.277e-03 5.857e-10 4.503e-10 1.497e-03 2.315e-03 1.026e-03 4.750e-04 4.700e-04 1.334e-04 8.843e-05 4.188e-04 9.997e-05 9.835e-11 1.352e-10 8.158e-11 1.130e-10 4.635e-11 4.460e-10 5.397e-11 3.255e-06 5.352e-10 1.184e-10 4.205e-11 4.803e-11 4.399e-05 5.779e-11 3.952e-11 2.308e-10 2.123e-10 3.925e-11 3.942e-11 4.042e-11 5.339e-11 3.925e-11 3.925e-11 3.965e-11 3.925e-11 3.925e-11 3.925e-11 3.926e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 3.925e-11 1.914e-03 +88 EP 27 9.012e-11 9.012e-11 9.012e-11 9.013e-11 9.014e-11 9.162e-11 9.367e-11 1.370e-10 1.975e-04 4.590e-10 2.945e-10 2.688e-10 1.977e-04 7.696e-04 2.487e-10 2.106e-03 1.789e-03 2.372e-03 4.437e-10 2.080e-09 1.567e-01 4.562e-01 2.804e-01 6.930e-02 3.745e-09 1.756e-03 7.664e-03 6.539e-03 2.615e-03 4.594e-03 2.370e-03 3.033e-09 7.351e-04 4.507e-05 2.571e-04 5.180e-04 9.847e-04 5.166e-10 3.402e-10 1.574e-10 1.297e-10 4.741e-05 8.293e-10 1.070e-10 3.661e-10 9.371e-11 9.057e-11 3.035e-10 1.004e-10 9.236e-11 1.349e-10 1.078e-10 9.021e-11 9.063e-11 9.129e-11 9.691e-11 9.016e-11 9.025e-11 9.377e-11 9.018e-11 9.035e-11 9.012e-11 9.024e-11 9.022e-11 9.018e-11 9.012e-11 9.016e-11 9.021e-11 9.012e-11 9.012e-11 9.012e-11 9.017e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 9.036e-11 9.012e-11 9.063e-11 9.014e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 9.012e-11 1.872e-03 +88 EP 28 9.114e-11 9.114e-11 9.115e-11 9.137e-11 9.172e-11 1.056e-10 1.734e-10 4.699e-10 9.374e-04 1.291e-04 5.542e-10 2.349e-09 1.506e-03 1.333e-03 2.945e-09 6.343e-02 9.061e-01 2.071e-02 2.141e-09 1.627e-09 4.771e-03 1.984e-09 3.166e-07 1.701e-09 6.667e-04 3.817e-10 3.439e-10 7.191e-05 8.502e-10 2.965e-10 2.475e-10 1.729e-10 1.922e-10 1.243e-10 1.392e-10 1.991e-04 1.888e-10 1.334e-10 1.062e-10 1.009e-10 9.342e-11 8.990e-05 1.489e-10 9.159e-11 9.159e-11 9.403e-11 9.129e-11 1.114e-10 9.326e-11 9.665e-11 9.123e-11 9.116e-11 9.152e-11 9.116e-11 9.120e-11 9.177e-11 9.115e-11 9.135e-11 9.343e-11 9.114e-11 9.116e-11 9.114e-11 9.117e-11 9.114e-11 9.115e-11 9.114e-11 9.115e-11 9.115e-11 9.114e-11 9.114e-11 9.114e-11 9.115e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.116e-11 9.116e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 9.114e-11 6.653e-05 +88 EP 29 5.361e-11 5.361e-11 5.361e-11 8.481e-11 7.115e-11 3.830e-04 1.432e-10 5.286e-10 3.319e-09 5.779e-01 4.082e-01 3.314e-04 6.242e-05 2.130e-03 2.314e-03 7.923e-04 3.380e-03 1.705e-03 1.156e-03 4.422e-04 3.173e-10 8.021e-04 1.387e-04 1.348e-10 5.416e-10 1.438e-04 9.931e-11 9.497e-11 3.102e-10 4.784e-05 1.662e-10 9.586e-11 6.253e-11 1.079e-10 5.870e-11 6.147e-11 7.893e-11 5.425e-11 5.783e-11 5.396e-11 5.490e-11 5.369e-11 5.749e-11 5.366e-11 5.365e-11 5.362e-11 5.361e-11 5.364e-11 6.135e-11 5.372e-11 5.362e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.358e-05 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.376e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 2.538e-10 +88 EP 30 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.275e-10 1.591e-10 1.398e-10 3.308e-10 1.652e-10 2.720e-04 5.729e-04 4.455e-04 7.143e-05 7.192e-04 4.888e-10 3.727e-04 9.445e-04 1.058e-09 3.688e-07 8.912e-04 1.991e-03 1.263e-03 8.985e-10 2.824e-06 1.025e-09 4.867e-10 7.536e-03 3.444e-01 4.680e-01 1.649e-01 8.912e-05 3.164e-09 5.377e-03 2.174e-09 2.605e-09 3.663e-09 9.262e-09 1.037e-08 8.740e-10 7.110e-10 4.448e-09 7.997e-10 2.293e-10 6.204e-10 2.576e-05 5.765e-04 1.162e-04 1.400e-10 1.588e-09 2.611e-10 1.415e-10 1.330e-10 2.550e-04 1.299e-10 1.406e-10 1.628e-10 1.274e-10 1.304e-10 1.297e-10 1.275e-10 1.381e-10 1.274e-10 1.313e-10 1.274e-10 1.274e-10 1.274e-10 1.276e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.135e-03 +88 EP 31 1.813e-11 1.814e-11 1.824e-11 5.182e-11 2.139e-10 9.609e-01 3.228e-02 4.124e-03 1.677e-03 5.709e-04 6.677e-09 1.762e-04 1.579e-04 9.501e-05 3.573e-11 6.907e-11 2.715e-11 2.296e-11 2.686e-11 2.412e-11 8.992e-06 1.870e-11 1.843e-11 1.887e-11 1.827e-11 2.412e-11 1.814e-11 1.821e-11 1.818e-11 1.814e-11 1.814e-11 1.813e-11 1.814e-11 1.813e-11 1.814e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.813e-11 1.828e-11 +88 EP 32 5.490e-11 5.490e-11 5.490e-11 5.491e-11 5.493e-11 5.610e-11 5.588e-11 6.983e-11 1.044e-10 6.996e-11 1.668e-10 9.434e-11 1.568e-04 9.384e-11 2.959e-04 8.050e-04 1.523e-09 2.605e-04 6.482e-10 2.354e-09 1.519e-03 2.750e-04 5.255e-10 4.991e-03 1.710e-03 4.860e-10 8.568e-02 4.155e-01 3.983e-01 8.692e-02 9.846e-10 4.489e-09 1.377e-09 1.247e-03 1.041e-03 2.923e-04 5.034e-04 2.672e-09 6.380e-05 4.453e-10 8.085e-10 1.736e-10 2.011e-10 1.444e-04 8.081e-06 8.852e-11 6.057e-11 9.038e-11 7.263e-11 6.481e-11 1.012e-10 8.441e-11 5.545e-11 5.649e-11 5.573e-11 5.798e-11 5.491e-11 6.594e-11 5.799e-11 5.501e-11 5.786e-11 5.491e-11 5.452e-05 6.044e-11 5.492e-11 5.491e-11 5.491e-11 6.512e-11 5.490e-11 5.491e-11 5.492e-11 7.641e-11 5.490e-11 5.490e-11 5.491e-11 5.490e-11 5.490e-11 5.490e-11 5.546e-11 5.490e-11 5.495e-11 5.491e-11 5.490e-11 5.490e-11 5.490e-11 5.490e-11 5.490e-11 5.490e-11 5.490e-11 5.490e-11 2.288e-04 +88 EP 33 6.745e-11 6.745e-11 6.746e-11 6.815e-11 7.211e-11 1.801e-10 6.069e-10 9.731e-04 1.285e-03 7.366e-10 8.732e-10 1.129e-08 4.970e-02 9.355e-01 2.710e-08 2.075e-08 4.441e-03 3.405e-03 2.913e-03 3.181e-04 4.863e-10 8.647e-04 2.825e-04 1.182e-04 4.201e-09 9.605e-05 4.350e-10 4.666e-10 1.593e-10 1.272e-10 8.594e-11 2.911e-10 6.391e-09 8.968e-10 8.524e-11 5.964e-05 7.613e-11 8.332e-11 1.052e-10 7.039e-11 7.014e-11 7.818e-11 7.477e-11 6.763e-11 6.781e-11 6.933e-11 6.745e-11 6.749e-11 6.783e-11 6.833e-11 6.745e-11 6.745e-11 6.864e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 9.121e-11 6.746e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.746e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 6.745e-11 9.232e-08 +88 EP 34 7.451e-11 7.451e-11 7.451e-11 7.607e-11 8.643e-11 1.262e-09 3.612e-10 1.811e-03 6.731e-08 1.443e-09 7.437e-10 2.385e-09 5.134e-01 3.067e-01 1.107e-01 4.273e-02 8.112e-03 3.279e-03 8.030e-03 7.011e-04 2.020e-04 1.759e-03 1.192e-03 6.972e-08 3.689e-04 1.473e-09 4.706e-10 3.414e-04 3.214e-04 1.451e-10 6.790e-10 1.197e-10 1.229e-10 5.526e-10 1.028e-10 1.062e-10 8.113e-11 7.987e-11 1.964e-10 8.703e-11 2.762e-10 2.203e-10 3.041e-10 7.604e-11 7.504e-11 7.715e-11 7.451e-11 7.452e-11 7.452e-11 7.455e-11 7.451e-11 7.451e-11 7.483e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.569e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 7.451e-11 3.024e-04 +88 EP 35 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.774e-11 9.792e-11 1.375e-10 3.593e-10 1.388e-10 6.647e-10 3.043e-10 4.015e-10 6.060e-10 3.363e-10 6.405e-10 8.224e-04 1.167e-03 4.775e-10 4.848e-09 3.139e-03 2.518e-09 1.146e-09 2.091e-01 3.891e-01 2.663e-01 9.271e-02 1.485e-02 1.476e-08 7.893e-03 2.106e-09 2.612e-03 1.920e-03 1.758e-03 1.152e-03 1.405e-03 1.055e-04 1.292e-03 2.956e-04 3.818e-04 2.474e-10 6.199e-10 3.106e-04 6.477e-10 2.384e-04 1.942e-10 9.988e-11 1.052e-10 1.197e-10 9.919e-11 1.110e-04 1.125e-10 9.768e-11 9.909e-11 9.912e-11 1.071e-10 9.760e-11 9.768e-11 9.899e-11 9.780e-11 9.790e-11 9.760e-11 9.822e-11 1.245e-10 9.761e-11 9.760e-11 9.760e-11 1.057e-10 9.760e-11 9.760e-11 9.760e-11 5.825e-05 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.870e-11 9.760e-11 9.819e-11 9.761e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 9.760e-11 3.299e-03 +88 EP 36 3.201e-11 3.201e-11 3.202e-11 3.223e-05 6.172e-11 4.191e-04 1.288e-10 1.428e-02 1.019e-01 8.768e-01 5.596e-05 5.229e-05 8.776e-04 2.661e-03 1.075e-03 8.559e-04 5.011e-04 9.184e-05 1.153e-05 2.812e-04 1.343e-10 1.109e-08 1.313e-04 5.083e-11 5.227e-11 1.019e-10 4.547e-11 4.049e-11 3.799e-11 2.152e-10 3.791e-11 3.286e-11 3.326e-11 3.353e-11 3.210e-11 3.387e-11 3.222e-11 3.207e-11 3.244e-11 3.289e-11 3.206e-11 3.254e-11 3.213e-11 3.202e-11 3.201e-11 3.202e-11 3.201e-11 3.201e-11 3.238e-11 3.201e-11 3.201e-11 3.201e-11 3.205e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 4.213e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 3.201e-11 5.870e-11 +88 EP 37 3.715e-11 3.715e-11 3.715e-11 3.715e-11 3.715e-11 4.146e-11 3.831e-11 5.133e-11 5.130e-11 4.746e-11 9.274e-05 6.850e-11 1.168e-10 8.054e-11 1.309e-04 3.754e-09 1.234e-10 1.009e-04 1.781e-10 1.362e-04 4.880e-05 4.281e-10 1.746e-10 1.657e-03 4.139e-03 3.090e-10 1.653e-09 9.840e-03 8.172e-02 3.529e-01 4.163e-01 1.217e-01 5.409e-10 6.053e-10 1.666e-03 1.679e-03 2.696e-03 2.065e-03 5.179e-04 6.888e-04 3.460e-04 4.507e-04 2.073e-04 1.216e-04 7.641e-05 1.016e-10 7.440e-11 6.181e-11 4.735e-05 2.816e-10 5.193e-11 2.608e-10 8.104e-11 2.993e-10 5.687e-11 4.283e-11 3.941e-11 4.862e-11 4.528e-11 3.853e-11 4.608e-11 3.719e-11 1.069e-10 4.038e-11 3.872e-11 3.716e-11 3.764e-11 3.996e-11 3.715e-11 3.715e-11 3.729e-11 4.299e-11 3.715e-11 3.715e-11 3.716e-11 3.715e-11 3.715e-11 3.715e-11 3.723e-11 3.715e-11 3.716e-11 3.715e-11 3.715e-11 3.715e-11 3.715e-11 3.715e-11 3.715e-11 3.715e-11 3.715e-11 3.715e-11 6.629e-04 +88 EP 38 8.533e-11 8.533e-11 8.533e-11 8.561e-11 8.731e-11 9.343e-11 1.579e-10 5.113e-04 7.919e-10 2.146e-07 7.633e-04 9.875e-04 5.877e-10 6.100e-09 2.747e-02 5.613e-01 3.434e-01 2.220e-02 3.572e-03 1.422e-02 8.450e-03 3.052e-03 1.962e-03 2.348e-03 3.398e-03 2.428e-03 6.270e-04 4.961e-04 8.818e-10 6.259e-04 6.102e-04 2.809e-10 1.621e-04 3.463e-10 8.658e-05 4.097e-10 1.937e-10 1.345e-10 1.015e-10 1.073e-10 9.432e-11 1.093e-04 8.741e-11 8.546e-11 8.664e-11 8.672e-11 8.534e-11 8.404e-05 9.468e-11 8.536e-11 8.835e-11 8.534e-11 8.534e-11 8.535e-11 8.533e-11 8.662e-11 8.533e-11 8.553e-11 9.047e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.645e-11 8.535e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 8.533e-11 1.215e-03 +88 EP 39 3.203e-11 3.203e-11 3.203e-11 3.898e-11 4.900e-11 5.187e-04 1.605e-10 1.255e-02 2.146e-02 6.770e-02 2.385e-01 3.740e-01 1.719e-01 6.401e-02 2.934e-02 1.128e-02 4.704e-03 3.146e-03 7.220e-10 6.715e-04 1.795e-10 2.397e-10 1.999e-10 1.393e-10 5.971e-11 1.256e-10 6.050e-11 7.578e-11 6.033e-11 4.861e-11 4.639e-11 3.625e-11 3.978e-11 3.780e-11 3.282e-11 7.884e-11 3.214e-11 3.300e-11 5.126e-11 3.283e-11 3.210e-11 3.353e-11 4.135e-11 3.203e-11 3.203e-11 3.211e-11 3.203e-11 3.203e-11 3.215e-11 3.206e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.529e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.210e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 3.203e-11 1.756e-04 +88 EP 40 5.480e-11 5.480e-11 5.486e-11 6.240e-11 1.142e-10 8.986e-10 2.456e-10 1.096e-09 5.048e-09 6.199e-01 2.416e-01 1.367e-01 5.634e-09 5.056e-09 1.381e-03 7.031e-09 8.814e-10 5.022e-10 2.911e-04 4.676e-06 1.768e-10 2.095e-10 3.830e-10 1.230e-10 1.086e-10 1.532e-10 1.115e-05 1.389e-10 3.004e-10 1.866e-10 1.313e-10 7.179e-11 7.715e-11 6.081e-11 7.113e-11 2.099e-10 6.212e-11 5.720e-11 4.664e-05 5.568e-11 5.536e-11 5.578e-11 5.395e-05 5.503e-11 5.482e-11 5.489e-11 5.480e-11 5.485e-11 5.483e-11 5.488e-11 5.480e-11 5.480e-11 5.487e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.682e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 5.480e-11 7.217e-10 +88 EP 41 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.276e-11 4.051e-11 6.370e-11 4.153e-05 4.776e-11 5.074e-11 5.235e-11 4.684e-11 5.215e-10 4.400e-05 5.422e-11 2.565e-10 5.964e-11 1.023e-04 1.593e-06 1.530e-09 1.873e-04 3.179e-10 1.737e-04 8.009e-04 1.192e-09 1.756e-03 2.726e-03 2.492e-03 2.552e-10 4.433e-10 2.152e-10 3.456e-02 3.348e-01 4.163e-01 1.776e-01 9.783e-03 6.417e-10 1.624e-03 6.906e-03 4.296e-03 2.665e-03 9.835e-04 2.304e-04 1.297e-09 2.311e-09 4.827e-10 2.091e-04 4.738e-10 6.488e-10 2.144e-10 1.587e-04 1.110e-10 1.144e-04 2.950e-05 4.552e-11 7.614e-11 4.816e-11 6.626e-05 9.580e-11 7.308e-11 4.099e-11 7.741e-11 6.407e-11 5.747e-11 4.048e-11 5.510e-11 4.928e-11 4.040e-11 4.044e-11 4.066e-11 4.801e-11 4.040e-11 4.040e-11 4.048e-11 4.040e-11 4.040e-11 4.040e-11 4.042e-11 4.040e-11 4.041e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 4.040e-11 1.355e-03 +88 EP 42 4.823e-11 2.411e-04 1.246e-01 8.701e-01 2.402e-03 2.386e-03 9.674e-06 5.837e-05 2.193e-04 6.386e-11 1.426e-10 5.145e-11 5.171e-11 5.027e-11 4.917e-11 5.135e-11 4.836e-11 4.848e-11 4.842e-11 4.829e-11 4.974e-11 4.824e-11 4.833e-11 4.824e-11 4.823e-11 4.826e-11 4.823e-11 4.824e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 4.823e-11 +88 EP 43 5.211e-11 5.211e-11 5.211e-11 5.285e-11 5.433e-11 6.613e-11 1.076e-10 8.016e-04 8.691e-04 8.750e-04 5.771e-10 1.018e-09 4.058e-02 4.819e-01 3.916e-01 3.616e-02 2.502e-02 5.818e-03 3.730e-03 3.993e-03 3.216e-03 1.826e-03 8.015e-04 7.911e-04 3.922e-04 5.728e-04 1.987e-09 1.649e-04 9.516e-10 1.788e-10 1.139e-10 2.775e-04 1.533e-10 2.996e-09 6.383e-11 8.133e-11 7.321e-11 6.091e-11 7.461e-11 6.353e-11 5.757e-11 1.992e-10 5.384e-11 5.214e-11 5.305e-11 5.296e-11 5.211e-11 5.224e-11 5.690e-11 5.212e-11 5.560e-11 5.211e-11 5.213e-11 5.211e-11 5.212e-11 5.221e-11 5.211e-11 7.405e-11 5.281e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.266e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 5.211e-11 6.158e-04 +88 EP 44 7.292e-11 7.292e-11 7.294e-11 7.300e-11 7.319e-11 7.804e-05 1.004e-10 2.041e-10 1.438e-03 5.744e-10 1.553e-08 4.721e-04 2.417e-03 1.010e-03 4.013e-10 1.724e-08 1.194e-05 9.408e-03 8.794e-08 7.680e-01 1.913e-01 1.818e-09 1.704e-02 7.290e-03 2.533e-09 2.748e-05 1.423e-03 3.298e-08 4.363e-10 4.016e-09 4.663e-10 4.029e-10 2.192e-10 6.330e-05 3.932e-10 1.398e-10 2.147e-10 1.294e-10 1.797e-10 4.591e-10 1.156e-10 7.816e-11 8.123e-11 7.607e-11 7.526e-11 1.248e-10 7.298e-11 7.332e-11 7.341e-11 8.980e-11 7.318e-11 7.295e-11 7.451e-11 7.295e-11 7.296e-11 7.298e-11 7.292e-11 7.308e-11 7.293e-11 7.292e-11 7.293e-11 7.292e-11 7.294e-11 7.293e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.293e-11 7.292e-11 7.294e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 7.292e-11 6.856e-10 +88 EP 45 7.548e-11 7.548e-11 7.548e-11 7.559e-11 7.566e-11 1.130e-10 1.284e-10 2.489e-10 4.317e-04 3.580e-10 5.572e-04 4.311e-04 4.242e-07 9.407e-04 2.773e-10 4.324e-03 3.829e-03 3.136e-02 9.190e-01 2.134e-02 2.669e-09 8.217e-03 4.107e-04 2.927e-03 1.941e-03 9.135e-04 2.149e-04 2.307e-03 2.476e-04 2.312e-09 2.699e-04 1.461e-09 1.854e-10 2.251e-10 2.914e-04 2.519e-10 1.542e-10 1.268e-10 1.493e-10 1.407e-10 1.248e-10 8.327e-11 9.800e-11 7.931e-11 8.343e-11 1.611e-10 7.568e-11 7.755e-11 7.833e-11 8.621e-11 7.587e-11 7.584e-11 7.767e-11 7.557e-11 7.560e-11 7.573e-11 7.549e-11 7.565e-11 7.660e-11 7.549e-11 7.551e-11 7.548e-11 7.559e-11 7.552e-11 7.549e-11 7.548e-11 7.549e-11 7.551e-11 7.548e-11 7.548e-11 7.548e-11 7.561e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.549e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 7.548e-11 4.719e-05 +88 EP 46 4.945e-11 4.945e-11 4.945e-11 4.951e-11 4.960e-11 1.493e-10 6.544e-11 1.090e-10 3.963e-04 3.176e-04 1.960e-04 4.076e-10 6.608e-04 1.355e-03 9.949e-10 1.079e-09 1.146e-03 4.218e-03 8.992e-10 2.230e-02 4.399e-01 4.854e-01 3.145e-02 4.047e-09 5.907e-03 5.580e-03 1.866e-09 6.719e-04 2.011e-10 4.675e-09 6.231e-10 5.054e-07 2.519e-10 1.480e-10 2.529e-10 1.131e-10 1.436e-04 1.374e-10 1.788e-06 3.603e-05 6.821e-11 5.596e-11 5.285e-11 1.331e-10 6.363e-11 6.298e-11 4.974e-11 5.889e-11 5.356e-11 7.672e-11 4.970e-11 4.947e-11 5.156e-11 4.946e-11 4.950e-11 4.950e-11 4.945e-11 4.972e-11 6.651e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.948e-11 4.945e-11 4.945e-11 4.945e-11 4.950e-11 4.945e-11 4.945e-11 4.945e-11 4.974e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 4.945e-11 3.018e-04 +88 TP 1 2.862e-01 4.554e-10 8.189e-04 4.806e-09 7.829e-02 6.754e-04 9.819e-10 7.027e-05 2.053e-09 5.258e-04 3.751e-01 1.490e-02 8.147e-10 1.676e-10 5.095e-10 6.680e-10 2.125e-09 1.768e-09 7.644e-10 9.481e-05 7.728e-10 1.150e-09 2.430e-07 1.833e-09 1.333e-09 3.530e-10 5.422e-10 6.291e-10 2.094e-01 2.991e-10 4.860e-03 2.554e-10 1.018e-09 3.403e-09 1.008e-09 2.880e-02 8.870e-10 7.666e-10 1.015e-08 5.123e-09 2.660e-10 3.046e-04 1.109e-09 4.622e-10 1.784e-09 5.481e-10 +88 TP 2 2.135e-03 4.407e-01 1.013e-09 2.972e-03 2.723e-10 1.732e-02 1.740e-02 8.293e-03 1.537e-03 1.606e-03 1.346e-10 1.080e-03 3.716e-02 6.806e-03 2.932e-10 1.399e-03 4.749e-10 1.676e-10 5.675e-10 2.515e-03 3.359e-10 1.874e-02 1.839e-10 1.511e-03 6.763e-11 1.131e-02 3.776e-02 3.158e-03 6.446e-03 7.074e-02 5.031e-05 6.470e-02 2.337e-10 1.620e-10 1.239e-01 6.586e-10 6.426e-02 1.275e-02 1.855e-10 2.666e-10 2.319e-02 4.038e-11 1.133e-02 1.212e-09 4.904e-03 4.407e-03 +88 TP 3 2.890e-03 1.531e-01 4.015e-01 4.703e-03 1.506e-10 2.737e-02 3.758e-02 1.159e-02 1.813e-03 1.548e-03 2.767e-10 9.157e-04 2.379e-02 4.249e-03 5.057e-05 1.871e-03 1.958e-09 1.817e-10 2.264e-09 2.403e-03 2.851e-10 6.505e-02 1.286e-10 2.500e-03 8.180e-11 9.379e-03 7.126e-02 5.029e-03 6.472e-03 2.399e-02 2.558e-04 3.962e-02 5.149e-05 1.682e-10 1.655e-09 2.913e-09 4.070e-02 1.643e-02 2.654e-10 1.860e-10 1.693e-02 4.979e-11 1.507e-02 9.364e-10 8.281e-03 3.632e-03 +88 TP 4 5.366e-08 2.059e-10 2.716e-04 2.196e-01 6.829e-10 3.993e-10 1.161e-04 5.377e-08 6.786e-10 2.697e-01 4.615e-10 1.355e-01 5.685e-05 2.604e-05 9.967e-03 5.817e-05 2.626e-10 2.414e-05 2.577e-10 7.415e-11 1.391e-09 5.506e-10 2.851e-01 1.291e-09 3.108e-10 2.445e-10 4.701e-10 7.363e-10 9.622e-05 1.274e-10 5.293e-02 1.661e-10 5.739e-10 5.898e-04 5.431e-10 1.546e-02 1.365e-10 3.859e-04 7.904e-10 9.749e-03 1.021e-10 3.672e-04 7.627e-10 1.173e-08 2.193e-10 3.260e-10 +88 TP 5 3.345e-02 8.487e-03 1.138e-02 2.001e-02 3.733e-01 5.340e-03 4.218e-03 2.981e-09 1.795e-02 1.752e-02 7.165e-03 1.197e-02 2.925e-03 6.671e-04 8.273e-05 1.863e-04 2.650e-02 5.893e-06 4.818e-03 1.804e-04 1.673e-02 1.219e-02 2.766e-03 4.587e-02 9.128e-10 7.180e-04 1.548e-03 6.663e-03 2.237e-02 3.552e-03 3.632e-03 3.135e-03 6.588e-05 1.568e-01 1.058e-08 2.777e-02 4.781e-03 3.082e-03 9.447e-02 3.763e-09 2.262e-03 1.700e-04 7.683e-03 1.096e-02 1.274e-02 1.391e-02 +88 TP 6 1.393e-02 8.030e-10 4.272e-10 1.547e-02 8.418e-03 1.397e-01 3.931e-09 4.704e-02 3.408e-02 1.218e-02 2.793e-03 5.307e-03 2.730e-10 2.711e-10 1.381e-10 3.848e-04 1.656e-09 1.396e-09 1.832e-01 3.418e-04 5.892e-03 8.425e-10 1.510e-03 2.591e-02 1.748e-10 4.280e-04 9.584e-10 1.399e-01 2.935e-02 3.576e-09 1.586e-03 2.119e-09 1.259e-02 4.294e-03 5.361e-10 3.599e-03 2.930e-10 1.715e-01 1.370e-03 3.802e-03 2.993e-04 7.122e-05 1.020e-01 4.055e-03 2.890e-02 1.532e-09 +88 TP 7 7.383e-03 2.938e-09 2.259e-09 1.071e-02 2.162e-03 1.881e-01 2.180e-01 2.471e-02 1.424e-02 5.431e-03 4.290e-03 1.736e-03 7.866e-10 2.291e-10 1.926e-10 1.636e-04 2.767e-03 5.951e-10 3.351e-09 1.976e-04 4.872e-03 1.146e-09 1.113e-08 1.599e-02 1.564e-10 3.825e-10 1.251e-09 2.865e-02 1.910e-02 4.431e-10 3.664e-10 1.899e-09 3.890e-03 7.899e-04 1.639e-09 1.243e-03 6.705e-10 6.125e-02 3.711e-07 8.827e-04 1.536e-04 1.074e-10 4.557e-02 1.883e-01 1.113e-01 3.798e-02 +88 TP 8 1.972e-01 3.981e-04 5.728e-10 9.823e-02 2.546e-01 1.716e-09 6.147e-10 1.081e-01 1.026e-09 6.169e-02 6.091e-09 3.783e-02 8.158e-10 6.976e-05 2.042e-03 3.553e-05 5.696e-10 9.805e-10 2.682e-10 1.055e-10 5.482e-10 7.868e-10 9.599e-03 2.005e-09 1.271e-09 1.479e-04 3.536e-04 5.711e-10 1.835e-01 3.601e-10 1.077e-02 7.872e-04 5.767e-10 1.042e-09 9.237e-05 3.452e-02 4.113e-10 1.233e-09 7.264e-09 3.748e-09 4.413e-08 1.648e-10 3.130e-09 2.902e-10 9.092e-10 1.521e-09 +88 TP 9 3.894e-03 1.053e-02 1.427e-02 1.080e-02 4.329e-03 1.523e-02 6.616e-03 1.040e-02 3.539e-01 8.524e-03 1.350e-03 4.931e-03 4.423e-03 7.077e-04 1.097e-04 5.873e-04 8.324e-02 1.236e-09 1.224e-02 2.810e-04 1.573e-01 1.300e-02 2.220e-05 9.516e-03 2.275e-10 1.446e-03 2.601e-03 2.234e-02 1.612e-02 2.477e-03 1.353e-03 4.176e-03 7.389e-09 1.119e-09 2.288e-09 3.534e-03 5.238e-03 1.659e-09 2.814e-02 1.439e-09 2.591e-03 5.022e-05 1.266e-01 1.752e-02 1.393e-02 2.560e-02 +88 TP 10 1.435e-03 1.021e-10 9.894e-05 1.320e-02 6.923e-04 1.841e-10 1.620e-10 6.011e-09 1.805e-10 2.977e-01 9.259e-10 2.808e-01 5.533e-11 5.796e-11 2.282e-02 8.438e-11 3.237e-10 1.823e-01 1.420e-10 3.460e-11 2.431e-10 1.795e-04 8.972e-02 4.912e-04 6.602e-05 4.333e-05 1.060e-10 1.533e-10 2.299e-04 2.439e-10 9.983e-02 2.249e-05 1.825e-10 3.166e-10 2.210e-10 1.219e-04 8.470e-11 2.142e-10 7.867e-10 9.164e-03 8.178e-11 1.132e-03 2.533e-10 2.793e-10 5.029e-10 1.054e-10 +88 TP 11 8.050e-10 7.203e-03 8.590e-03 1.877e-02 1.286e-01 3.506e-03 5.124e-04 1.175e-09 1.812e-02 2.614e-02 3.200e-01 2.050e-02 2.946e-03 4.901e-04 9.223e-04 3.016e-04 1.560e-02 7.280e-08 6.680e-03 3.449e-05 1.313e-02 9.454e-03 1.598e-02 2.355e-02 1.704e-03 3.858e-04 7.678e-04 9.284e-03 7.652e-09 1.441e-03 8.732e-03 1.965e-03 1.613e-02 5.584e-02 5.335e-10 9.785e-02 4.140e-03 3.194e-03 8.357e-02 3.407e-02 1.905e-03 8.360e-11 7.753e-03 9.208e-03 9.164e-03 1.192e-02 +88 TP 12 6.221e-04 3.384e-04 3.606e-04 1.872e-03 2.777e-03 3.634e-04 2.330e-04 2.310e-10 1.679e-03 3.009e-02 6.667e-03 4.471e-01 2.004e-05 4.167e-11 5.102e-02 2.504e-11 1.569e-03 1.136e-01 5.118e-04 1.730e-11 1.201e-03 4.774e-04 5.381e-02 1.487e-03 4.234e-02 5.085e-05 4.362e-05 4.064e-04 5.537e-03 9.882e-05 1.837e-01 6.341e-05 1.394e-03 3.622e-03 5.478e-10 1.291e-02 1.094e-04 4.300e-04 1.105e-02 1.670e-02 5.226e-05 3.518e-03 6.909e-04 7.070e-04 3.013e-04 4.827e-04 +88 TP 13 7.708e-04 2.437e-02 8.681e-10 1.019e-03 9.561e-11 8.345e-03 7.756e-03 3.389e-03 5.170e-04 3.267e-04 9.534e-11 2.869e-04 4.338e-01 2.814e-02 7.747e-05 5.097e-04 2.329e-10 6.276e-11 1.003e-09 1.274e-02 1.467e-10 6.150e-03 7.532e-11 8.968e-04 5.660e-11 5.568e-02 1.548e-02 1.446e-03 2.482e-03 4.489e-10 4.417e-11 5.693e-02 2.548e-10 9.151e-11 3.193e-02 1.052e-10 1.445e-01 4.848e-03 8.776e-11 5.743e-11 1.525e-01 4.114e-11 4.017e-03 6.023e-10 1.108e-03 6.508e-10 +88 TP 14 1.150e-04 4.185e-03 1.135e-05 9.831e-05 1.160e-10 8.159e-04 1.813e-03 3.012e-04 1.420e-04 2.182e-05 6.140e-11 7.443e-11 2.306e-02 5.866e-01 3.893e-11 9.301e-04 5.948e-11 6.954e-11 8.988e-11 1.386e-01 1.704e-10 1.911e-03 7.022e-11 1.549e-04 4.630e-11 1.606e-01 1.845e-03 1.221e-10 2.086e-04 2.659e-10 6.602e-11 8.068e-03 1.492e-08 5.086e-11 5.150e-03 2.846e-10 1.793e-02 1.012e-03 5.816e-11 4.245e-11 4.528e-02 3.667e-11 7.878e-04 1.481e-10 3.290e-04 9.902e-06 +88 TP 15 4.785e-04 3.765e-11 7.892e-05 4.648e-04 4.818e-04 8.813e-11 1.434e-10 1.142e-10 2.090e-04 5.777e-03 7.091e-04 2.650e-03 2.010e-11 1.982e-11 5.195e-01 2.233e-05 3.406e-04 1.385e-02 2.531e-05 1.985e-11 1.390e-04 4.520e-05 9.586e-03 5.699e-05 1.650e-01 4.371e-11 2.993e-11 6.790e-05 3.512e-04 2.143e-05 1.591e-01 3.866e-05 1.440e-04 1.106e-03 9.093e-06 2.487e-03 2.312e-11 4.016e-10 1.543e-03 3.498e-03 2.030e-05 1.121e-01 2.737e-10 1.428e-04 1.694e-10 2.612e-11 +88 TP 16 9.639e-10 4.556e-03 1.698e-09 2.213e-03 7.152e-04 1.385e-02 5.531e-03 4.393e-03 9.941e-10 1.522e-03 1.793e-09 5.698e-04 9.715e-03 3.676e-03 3.797e-10 8.377e-01 5.604e-09 5.625e-10 4.910e-10 1.492e-02 8.986e-10 2.443e-03 7.826e-10 6.526e-04 6.381e-10 6.703e-03 1.388e-02 5.313e-04 4.593e-03 6.557e-10 3.080e-09 1.124e-02 8.416e-10 5.163e-10 1.886e-02 5.287e-10 1.100e-02 1.093e-02 1.390e-03 7.350e-10 8.494e-03 3.622e-04 8.404e-03 1.186e-03 7.427e-09 2.172e-07 +88 TP 17 8.273e-03 3.525e-02 5.232e-02 1.248e-02 4.762e-03 5.445e-02 1.126e-02 1.815e-02 2.387e-02 1.021e-02 4.820e-03 4.744e-03 1.198e-02 3.172e-04 2.712e-10 1.082e-03 1.543e-01 3.620e-10 4.857e-02 5.480e-04 2.384e-02 6.193e-02 4.902e-08 1.767e-02 1.397e-10 1.443e-03 2.536e-03 1.977e-03 1.820e-02 1.113e-02 1.254e-03 1.242e-02 5.162e-03 4.956e-03 9.590e-04 3.089e-03 1.838e-02 4.166e-02 6.787e-09 3.551e-03 5.859e-03 7.523e-11 4.953e-02 8.186e-02 8.028e-02 9.491e-02 +88 TP 18 3.248e-03 1.671e-03 3.412e-03 2.977e-05 1.175e-02 1.822e-03 7.253e-10 1.124e-09 1.148e-02 4.641e-02 3.453e-02 5.038e-02 5.480e-04 8.407e-05 1.139e-02 3.754e-05 1.076e-02 2.371e-01 2.651e-03 2.679e-05 1.025e-02 2.200e-03 2.322e-01 1.351e-02 1.943e-02 1.686e-04 9.583e-10 3.345e-03 1.480e-02 8.221e-04 2.264e-02 7.832e-04 9.174e-03 1.846e-02 1.403e-10 6.572e-02 1.031e-03 9.106e-04 7.409e-02 6.720e-02 3.279e-04 6.074e-04 3.297e-03 4.161e-03 2.584e-03 4.917e-03 +88 TP 19 6.308e-03 1.498e-02 1.489e-02 7.197e-03 2.283e-09 5.627e-03 2.419e-03 2.844e-02 1.667e-02 3.156e-03 9.132e-10 2.152e-03 6.154e-03 2.114e-03 1.083e-04 4.183e-04 5.192e-02 3.931e-10 3.503e-01 5.185e-04 4.476e-03 1.552e-02 8.719e-04 6.633e-03 6.233e-10 1.509e-03 4.353e-03 6.049e-02 1.865e-02 3.702e-03 3.090e-04 5.377e-03 6.196e-03 1.794e-09 1.321e-08 8.791e-04 6.431e-03 5.730e-02 5.032e-06 9.522e-10 3.626e-03 1.527e-10 3.945e-02 7.567e-02 1.417e-01 3.349e-02 +88 TP 20 3.797e-05 2.559e-03 4.549e-10 5.606e-05 5.524e-11 3.662e-04 2.963e-04 3.155e-04 1.733e-09 4.533e-11 8.118e-11 4.442e-11 1.209e-02 1.720e-01 4.649e-11 1.105e-03 7.209e-11 4.567e-11 1.461e-10 7.290e-01 1.078e-10 4.959e-04 8.127e-11 1.164e-04 4.808e-11 4.049e-02 1.030e-03 1.705e-04 1.433e-04 6.381e-10 4.358e-05 4.923e-03 2.482e-05 5.942e-11 2.518e-03 1.335e-10 8.800e-03 2.168e-04 6.826e-11 5.219e-11 2.294e-02 4.392e-11 1.727e-10 2.516e-10 5.213e-05 1.949e-04 +88 TP 21 8.527e-03 1.415e-02 1.781e-02 1.365e-02 2.759e-04 1.820e-02 9.650e-03 2.894e-02 6.962e-02 8.378e-03 2.047e-07 5.439e-03 4.031e-03 1.527e-03 1.724e-10 1.656e-04 1.758e-01 4.869e-10 1.052e-02 5.730e-04 3.198e-01 1.923e-02 5.556e-09 2.052e-02 1.919e-10 1.678e-03 6.364e-09 4.003e-02 2.206e-02 3.880e-03 1.803e-03 5.446e-03 3.629e-03 4.054e-09 1.366e-09 4.304e-03 8.020e-03 5.731e-09 1.310e-02 8.187e-04 2.417e-03 6.121e-11 7.849e-02 1.925e-02 1.845e-02 2.982e-02 +88 TP 22 5.191e-03 6.257e-02 1.549e-01 4.632e-03 8.304e-10 3.620e-02 3.999e-02 1.161e-02 3.215e-03 3.699e-03 1.818e-10 1.063e-03 1.748e-02 3.583e-03 5.189e-11 1.050e-03 2.929e-09 1.695e-10 7.703e-06 1.125e-03 1.917e-04 4.017e-01 1.458e-10 3.533e-03 8.172e-11 5.022e-03 1.081e-01 6.548e-03 8.337e-03 1.662e-02 2.610e-04 2.071e-02 4.844e-10 2.875e-10 9.271e-10 1.672e-10 2.732e-02 1.933e-02 2.839e-10 2.236e-10 1.127e-02 4.818e-11 1.650e-02 4.662e-09 8.200e-03 1.747e-09 +88 TP 23 8.077e-03 2.838e-03 3.543e-03 1.314e-05 1.356e-02 1.939e-03 9.460e-04 2.553e-07 1.098e-02 7.525e-02 1.988e-02 6.688e-02 1.005e-03 1.105e-04 6.942e-03 1.867e-04 9.825e-03 4.233e-03 3.136e-03 8.449e-05 1.004e-02 5.410e-03 3.568e-01 1.261e-02 1.647e-09 3.741e-04 7.754e-08 3.665e-03 2.474e-02 1.083e-03 2.997e-02 1.052e-03 8.673e-03 1.993e-02 3.243e-10 7.071e-02 1.472e-03 2.235e-03 6.919e-02 1.267e-01 5.065e-04 1.766e-04 9.905e-03 3.913e-03 4.646e-03 6.710e-03 +88 TP 24 4.038e-09 2.648e-04 9.421e-04 1.783e-02 3.073e-09 5.215e-09 8.647e-10 1.216e-01 1.549e-09 1.723e-02 2.260e-09 1.242e-02 4.947e-09 2.248e-05 1.816e-04 2.374e-10 1.149e-09 9.829e-10 4.602e-10 4.134e-10 2.305e-09 7.610e-10 4.555e-03 3.920e-01 5.056e-10 2.138e-04 7.598e-10 1.204e-06 3.221e-02 1.196e-04 3.752e-03 9.748e-10 3.722e-02 2.298e-01 9.710e-09 1.271e-02 7.317e-10 2.801e-03 1.082e-01 1.283e-09 5.636e-10 1.068e-04 5.827e-03 5.446e-10 5.075e-10 7.222e-10 +88 TP 25 2.869e-03 6.116e-04 8.271e-04 1.417e-02 3.930e-03 3.565e-09 4.298e-10 3.829e-10 4.315e-03 5.965e-02 1.473e-02 2.451e-01 2.028e-05 3.348e-11 3.538e-02 7.352e-05 4.536e-03 1.409e-01 9.586e-04 3.199e-11 4.150e-03 1.043e-03 1.222e-01 3.792e-03 1.365e-01 2.467e-10 1.988e-10 7.687e-04 6.723e-03 4.670e-04 5.924e-02 1.178e-05 4.420e-03 7.576e-03 2.457e-10 3.630e-02 5.903e-05 2.620e-05 4.320e-02 3.728e-02 8.058e-05 2.582e-03 1.577e-03 1.193e-03 1.053e-03 1.701e-03 +88 TP 26 2.836e-04 8.133e-03 1.700e-09 5.012e-04 9.304e-11 2.704e-03 2.150e-03 1.935e-03 7.049e-05 1.296e-04 6.782e-11 1.237e-04 5.520e-02 1.665e-01 3.964e-11 1.322e-03 1.924e-10 6.512e-11 1.391e-10 3.953e-02 1.446e-04 8.856e-04 6.932e-11 1.570e-10 5.975e-11 4.988e-01 4.872e-03 3.511e-04 8.397e-04 2.532e-10 4.372e-11 1.609e-02 1.459e-10 5.487e-11 1.004e-02 1.185e-10 3.080e-02 1.611e-03 7.021e-11 4.696e-11 1.550e-01 3.928e-11 1.517e-03 2.593e-10 4.511e-04 2.123e-10 +88 TP 27 5.880e-03 7.331e-10 1.171e-09 1.135e-02 7.403e-04 1.021e-01 1.762e-01 2.384e-02 1.196e-02 3.478e-03 8.603e-10 2.369e-03 4.727e-10 1.075e-03 1.278e-10 3.165e-05 6.511e-03 2.710e-10 5.528e-03 4.492e-04 4.245e-03 1.208e-02 2.984e-10 9.416e-03 1.502e-10 5.702e-04 1.960e-01 2.034e-02 1.776e-02 5.633e-10 4.608e-10 5.165e-10 1.161e-09 8.656e-10 1.192e-09 7.069e-10 4.196e-10 5.192e-02 1.260e-09 7.745e-04 1.545e-09 9.105e-11 3.407e-02 9.160e-08 3.268e-02 2.687e-01 +88 TP 28 4.803e-03 1.063e-03 2.322e-04 9.672e-03 1.974e-09 2.434e-09 5.329e-03 3.831e-02 6.881e-09 4.870e-03 1.803e-09 1.874e-03 3.294e-09 8.039e-04 2.556e-04 2.768e-10 2.876e-01 6.080e-10 4.484e-02 3.492e-10 1.596e-08 2.414e-04 1.331e-09 5.458e-03 2.708e-10 1.077e-03 2.171e-03 3.702e-01 1.838e-02 1.208e-03 6.351e-04 2.038e-03 9.662e-04 6.445e-09 9.158e-10 2.336e-09 2.783e-09 1.501e-01 2.213e-04 2.475e-09 6.341e-04 9.317e-11 4.586e-02 5.958e-09 2.035e-09 1.184e-03 +88 TP 29 3.215e-06 7.923e-10 6.917e-04 2.818e-01 1.413e-09 4.110e-04 1.036e-03 2.273e-04 8.940e-10 1.775e-01 2.867e-09 9.530e-02 3.045e-10 1.577e-10 7.075e-03 1.057e-10 1.356e-09 1.251e-09 6.488e-10 3.589e-08 6.648e-04 5.709e-04 1.961e-09 1.029e-09 4.244e-10 1.440e-10 4.070e-04 4.401e-10 4.551e-02 1.760e-10 3.132e-02 1.635e-10 4.934e-10 1.185e-03 4.611e-10 3.559e-01 3.018e-10 5.426e-10 1.061e-09 2.167e-09 1.094e-10 1.427e-04 4.312e-06 9.491e-10 2.460e-04 6.353e-10 +88 TP 30 1.183e-04 1.877e-09 2.749e-09 2.545e-09 3.069e-10 1.074e-08 1.050e-02 2.307e-03 1.158e-08 1.479e-03 1.125e-09 1.989e-09 1.645e-01 2.765e-02 1.303e-10 3.673e-03 9.623e-10 2.305e-10 1.796e-09 1.034e-02 6.395e-10 1.665e-08 2.674e-10 2.016e-03 2.051e-10 5.079e-02 7.603e-09 2.627e-03 1.811e-03 2.513e-01 2.164e-04 1.013e-08 1.122e-09 3.151e-10 2.554e-09 1.156e-09 3.657e-01 2.191e-09 7.528e-10 1.672e-07 9.319e-02 1.275e-10 7.422e-03 1.639e-09 4.393e-03 2.524e-09 +88 TP 31 3.804e-04 6.682e-11 8.153e-11 5.285e-05 1.238e-10 1.559e-10 1.643e-10 8.317e-11 1.289e-10 4.852e-03 4.710e-10 4.244e-02 7.479e-06 1.839e-11 2.143e-01 3.131e-11 8.963e-10 1.623e-02 2.437e-05 1.858e-11 7.667e-11 1.817e-10 3.705e-03 9.711e-11 2.809e-01 2.222e-05 9.537e-11 5.298e-11 3.460e-04 4.521e-11 4.155e-01 4.144e-05 8.525e-11 2.023e-09 4.689e-11 3.987e-04 1.102e-10 8.120e-11 2.617e-10 4.212e-10 2.941e-05 2.082e-02 1.957e-10 2.361e-05 8.625e-11 5.411e-05 +88 TP 32 3.107e-03 1.546e-01 2.130e-09 3.192e-03 1.546e-10 2.493e-02 1.812e-02 8.606e-03 1.568e-03 2.104e-03 2.108e-10 8.298e-04 1.201e-09 8.523e-10 6.855e-11 2.175e-04 1.585e-09 9.897e-11 3.692e-04 1.870e-03 3.251e-10 3.351e-02 1.199e-10 2.525e-03 9.056e-11 7.553e-10 5.140e-02 2.614e-03 5.482e-03 1.141e-01 1.300e-04 4.089e-01 3.774e-10 4.459e-09 1.331e-01 7.333e-10 4.765e-09 1.331e-02 2.554e-10 2.124e-10 1.594e-09 5.502e-11 1.164e-02 1.412e-03 2.401e-03 2.568e-09 +88 TP 33 1.242e-02 5.916e-03 8.712e-03 1.797e-02 3.661e-09 8.641e-03 3.683e-03 4.124e-02 1.525e-01 1.427e-02 2.321e-07 8.388e-03 2.738e-03 5.823e-04 7.804e-05 1.443e-04 3.591e-02 4.891e-09 4.934e-03 1.308e-04 5.872e-02 9.278e-03 8.036e-08 6.771e-02 4.905e-10 9.763e-04 1.760e-03 1.281e-02 2.698e-02 3.187e-09 2.688e-03 2.600e-03 3.751e-01 4.678e-06 2.955e-09 4.936e-03 3.212e-03 5.429e-03 5.834e-02 1.007e-09 3.968e-04 7.547e-11 1.835e-02 9.270e-03 1.050e-02 1.266e-02 +88 TP 34 1.433e-02 2.594e-02 3.050e-02 1.721e-02 8.867e-03 1.683e-02 1.321e-02 1.832e-02 1.190e-01 7.946e-03 7.778e-09 4.506e-03 7.230e-03 1.319e-03 1.051e-09 1.724e-03 9.604e-02 7.900e-08 3.094e-02 5.214e-04 9.192e-02 3.961e-02 1.299e-08 6.377e-08 8.474e-10 2.273e-03 1.698e-08 3.520e-02 7.569e-05 1.152e-02 1.002e-06 7.593e-03 9.706e-02 6.930e-02 9.964e-10 1.088e-02 1.105e-02 1.997e-02 9.588e-09 3.452e-03 4.785e-03 9.967e-11 5.462e-02 3.586e-02 3.590e-02 5.455e-02 +88 TP 35 2.674e-03 2.007e-09 3.067e-01 6.308e-03 3.894e-09 4.438e-02 5.443e-02 1.294e-02 5.280e-03 4.444e-03 3.324e-10 7.924e-04 3.981e-10 2.644e-09 1.606e-10 1.783e-09 3.364e-09 3.033e-10 4.854e-03 1.025e-03 3.005e-04 1.435e-01 2.708e-10 3.740e-03 1.633e-10 4.094e-10 1.555e-01 9.278e-03 1.373e-02 8.174e-10 3.474e-04 9.575e-10 8.617e-10 8.350e-10 1.438e-01 3.587e-10 6.242e-10 2.956e-02 5.098e-10 2.984e-10 9.049e-10 9.781e-11 2.485e-02 1.762e-02 1.401e-02 1.455e-05 +88 TP 36 1.132e-09 7.383e-08 3.947e-04 7.250e-02 7.646e-03 5.503e-10 2.157e-04 2.589e-03 2.468e-03 5.507e-02 1.167e-01 4.861e-02 3.596e-04 2.096e-10 3.297e-03 9.275e-11 3.634e-10 2.585e-03 2.563e-10 4.735e-10 5.681e-07 5.765e-10 5.932e-02 7.544e-03 1.311e-09 1.338e-04 3.641e-09 3.764e-10 9.904e-03 9.657e-10 1.917e-02 3.002e-04 2.529e-03 1.097e-04 1.898e-09 3.755e-01 1.474e-04 3.871e-09 2.665e-05 2.125e-01 2.724e-07 1.983e-04 2.630e-08 1.666e-04 4.026e-10 6.281e-10 +88 TP 37 1.217e-03 4.371e-02 1.632e-09 1.574e-03 8.769e-11 1.025e-02 1.101e-02 4.252e-03 9.322e-04 5.253e-04 7.466e-11 3.463e-04 1.303e-01 1.451e-02 4.241e-05 1.713e-03 1.811e-10 1.016e-10 5.454e-10 6.412e-03 2.298e-10 1.087e-02 1.110e-10 1.267e-03 5.632e-11 3.078e-02 2.132e-02 2.280e-03 3.291e-03 7.639e-09 5.505e-11 1.229e-01 1.192e-10 7.028e-11 5.090e-02 9.607e-11 4.552e-01 7.380e-03 9.440e-11 1.847e-10 5.710e-02 3.724e-11 6.827e-03 7.185e-04 2.405e-03 4.101e-10 +88 TP 38 1.848e-02 4.337e-10 1.282e-09 2.222e-02 1.067e-02 8.271e-09 4.281e-06 7.459e-02 1.581e-01 2.069e-02 1.220e-02 8.642e-03 8.483e-10 2.224e-10 1.534e-10 3.278e-10 1.370e-09 9.574e-10 1.370e-09 2.779e-10 2.387e-01 1.209e-09 5.978e-03 3.933e-02 2.480e-10 4.494e-04 9.819e-10 2.927e-09 4.593e-02 5.977e-10 1.396e-03 1.112e-09 5.334e-07 6.251e-04 8.869e-10 1.544e-02 8.248e-10 9.706e-02 9.431e-03 1.635e-03 2.581e-10 9.255e-11 2.173e-01 1.133e-03 7.402e-10 1.562e-09 +88 TP 39 3.328e-02 2.341e-10 7.101e-10 5.001e-02 3.210e-02 5.399e-03 2.234e-09 1.826e-07 2.495e-02 5.851e-02 8.994e-10 4.416e-02 1.235e-10 8.044e-11 2.446e-03 6.653e-05 2.012e-02 1.850e-09 1.264e-09 8.407e-11 2.133e-02 2.650e-07 3.092e-02 4.317e-02 8.349e-10 7.500e-11 1.273e-09 4.333e-03 9.927e-02 2.375e-10 1.562e-02 1.546e-10 3.301e-02 3.423e-02 3.353e-10 3.531e-02 1.641e-10 6.124e-04 3.830e-01 9.329e-10 8.547e-11 4.315e-10 2.304e-02 2.939e-03 4.388e-05 2.089e-03 +88 TP 40 3.788e-09 1.189e-02 1.588e-02 3.785e-02 4.921e-02 1.240e-02 5.490e-03 3.047e-09 3.554e-02 3.802e-02 6.187e-02 3.446e-02 1.436e-03 5.364e-04 2.666e-03 5.700e-04 4.423e-02 1.000e-03 1.322e-02 1.792e-04 3.869e-02 1.700e-02 1.592e-05 3.286e-02 4.091e-03 1.022e-03 7.614e-04 1.380e-02 1.727e-02 4.475e-03 1.380e-02 3.743e-03 2.492e-02 8.135e-02 2.130e-05 4.130e-03 6.139e-03 1.106e-02 2.584e-01 1.466e-02 1.824e-03 3.748e-10 2.376e-02 1.774e-02 1.470e-02 2.726e-02 +88 TP 41 8.838e-04 1.539e-02 3.392e-10 6.567e-04 7.901e-11 4.461e-03 6.045e-03 1.879e-03 5.370e-04 4.523e-04 7.249e-11 6.204e-05 1.502e-01 4.875e-02 4.101e-11 9.804e-04 2.400e-10 1.698e-05 4.468e-10 2.129e-02 1.872e-04 5.961e-03 7.920e-11 1.013e-03 6.063e-11 1.555e-01 1.047e-02 6.645e-04 1.893e-03 5.914e-10 4.647e-11 3.178e-02 3.255e-10 7.342e-11 1.950e-02 1.276e-10 7.026e-02 2.320e-03 7.938e-11 4.793e-11 4.453e-01 4.041e-11 2.793e-03 1.705e-04 5.795e-04 7.544e-10 +88 TP 42 6.109e-11 6.202e-11 4.845e-05 3.349e-04 8.645e-05 4.972e-11 4.845e-11 5.593e-11 2.275e-05 1.165e-03 1.185e-10 3.563e-10 4.842e-11 4.834e-11 2.824e-01 4.976e-05 5.617e-11 1.801e-03 4.921e-11 4.835e-11 3.446e-05 4.870e-11 1.135e-03 9.300e-11 3.557e-02 4.849e-11 4.856e-11 5.903e-05 1.355e-10 4.846e-11 3.125e-02 4.923e-11 1.104e-04 1.062e-04 5.121e-11 3.678e-04 4.898e-11 5.924e-11 1.362e-10 8.728e-04 4.848e-11 6.446e-01 1.418e-10 4.859e-11 4.883e-11 4.890e-11 +88 TP 43 4.010e-02 2.543e-10 3.437e-10 4.206e-02 5.165e-03 4.453e-09 4.093e-10 1.581e-01 3.883e-02 3.303e-02 8.073e-03 1.883e-02 3.844e-10 1.725e-10 8.713e-04 1.401e-04 6.408e-10 1.638e-08 8.645e-10 2.127e-10 5.691e-09 3.110e-10 1.494e-02 1.499e-01 3.625e-10 2.125e-10 6.431e-10 7.858e-09 7.975e-02 2.847e-10 4.620e-03 2.123e-04 2.147e-01 6.434e-10 3.648e-10 2.160e-02 2.663e-10 1.098e-08 2.450e-02 6.828e-03 1.757e-10 1.542e-10 1.378e-01 3.196e-10 4.588e-10 3.686e-10 +88 TP 44 3.495e-03 3.412e-02 5.414e-02 5.293e-03 3.136e-09 7.622e-02 2.114e-09 1.737e-02 6.049e-03 5.519e-03 6.776e-10 1.710e-03 1.014e-02 3.760e-03 7.584e-11 1.181e-03 7.975e-03 2.712e-10 2.288e-07 2.122e-04 4.581e-03 5.840e-02 3.454e-09 3.663e-03 1.580e-10 2.926e-03 9.637e-10 1.467e-02 1.440e-02 9.036e-03 1.058e-03 1.856e-02 4.717e-09 6.299e-10 1.590e-06 8.171e-10 1.815e-02 3.042e-02 8.476e-10 7.378e-10 9.352e-03 6.896e-05 3.041e-02 3.216e-01 6.855e-02 1.670e-01 +88 TP 45 4.565e-03 2.539e-02 2.970e-02 7.540e-03 4.464e-04 1.267e-01 2.449e-04 1.614e-02 4.132e-03 3.080e-03 9.784e-10 1.859e-03 6.853e-03 1.665e-03 7.368e-05 1.966e-04 3.623e-03 2.244e-10 1.322e-08 1.348e-04 3.741e-03 4.098e-02 6.604e-10 5.662e-03 1.505e-10 3.112e-03 2.915e-03 2.080e-08 1.682e-02 7.343e-03 5.459e-05 8.973e-03 4.093e-08 4.219e-09 3.211e-03 6.753e-10 1.207e-02 1.375e-02 2.885e-09 6.178e-10 5.380e-03 8.025e-11 1.857e-02 1.965e-01 3.450e-01 8.371e-02 +88 TP 46 4.701e-03 5.037e-02 7.053e-02 5.999e-03 1.355e-04 4.081e-02 7.125e-02 1.441e-02 4.972e-03 3.569e-03 1.238e-04 1.599e-03 1.350e-02 2.826e-03 9.704e-05 1.364e-03 5.307e-09 1.836e-10 3.116e-03 7.931e-04 2.111e-03 1.563e-01 3.854e-10 3.430e-03 8.558e-11 4.676e-03 2.142e-09 9.533e-03 1.278e-02 1.134e-02 4.237e-04 2.197e-02 2.244e-04 2.820e-10 3.563e-03 5.032e-05 2.232e-02 2.247e-02 1.867e-09 9.210e-08 9.587e-03 5.233e-11 2.351e-02 2.720e-09 1.113e-02 3.944e-01 +89 IP 1 3.000e-09 +89 IP 2 4.085e-01 +89 IP 3 2.994e-09 +89 IP 4 8.915e-03 +89 IP 5 2.995e-09 +89 IP 6 2.995e-09 +89 IP 7 2.438e-03 +89 IP 8 2.994e-09 +89 IP 9 2.994e-03 +89 IP 10 5.808e-09 +89 IP 11 2.995e-03 +89 IP 12 4.781e-09 +89 IP 13 3.003e-09 +89 IP 14 3.063e-03 +89 IP 15 2.999e-09 +89 IP 16 3.017e-09 +89 IP 17 2.996e-09 +89 IP 18 3.003e-09 +89 IP 19 3.411e-09 +89 IP 20 2.994e-09 +89 IP 21 4.255e-09 +89 IP 22 3.250e-01 +89 IP 23 2.417e-02 +89 IP 24 2.997e-09 +89 IP 25 3.790e-09 +89 IP 26 3.680e-02 +89 IP 27 3.094e-09 +89 IP 28 3.689e-03 +89 IP 29 4.144e-03 +89 IP 30 6.874e-09 +89 IP 31 3.097e-09 +89 IP 32 3.133e-09 +89 IP 33 3.201e-09 +89 IP 34 3.018e-09 +89 IP 35 2.995e-09 +89 IP 36 2.994e-09 +89 IP 37 3.068e-09 +89 IP 38 1.408e-01 +89 IP 39 7.324e-09 +89 IP 40 5.987e-03 +89 IP 41 2.994e-09 +89 IP 42 2.994e-09 +89 IP 43 3.002e-09 +89 IP 44 2.994e-09 +89 IP 45 3.046e-02 +89 IP 46 2.994e-09 +89 IP 47 3.007e-09 +89 IP 48 2.997e-09 +89 IP 49 6.751e-09 +89 IP 50 3.015e-09 +89 EP 1 8.417e-11 8.417e-11 8.419e-11 8.616e-11 8.541e-11 1.842e-10 3.242e-10 8.203e-04 1.768e-03 2.083e-03 8.346e-04 9.829e-04 1.790e-03 1.595e-03 3.907e-09 8.843e-03 3.725e-02 4.983e-01 3.834e-01 5.402e-02 9.617e-08 1.394e-07 2.304e-03 1.987e-08 8.582e-10 8.557e-04 4.959e-09 6.520e-04 2.679e-10 3.167e-10 2.997e-10 5.754e-10 2.800e-10 3.685e-10 1.602e-10 1.898e-10 1.537e-10 1.335e-10 1.452e-10 1.486e-10 1.248e-10 1.091e-10 8.810e-11 8.894e-11 2.282e-10 8.622e-11 1.010e-10 8.478e-11 8.424e-11 8.432e-11 8.423e-11 8.418e-11 8.417e-11 8.421e-11 8.417e-11 8.418e-11 8.648e-11 8.417e-11 8.417e-11 8.563e-11 8.417e-11 8.421e-11 8.417e-11 8.417e-11 8.417e-11 8.419e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.419e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 8.417e-11 4.501e-03 +89 EP 2 6.453e-11 9.972e-11 1.393e-09 1.000e+00 2.163e-09 1.022e-09 2.958e-10 1.895e-10 2.104e-10 1.629e-10 7.277e-11 7.598e-11 1.366e-10 6.707e-11 6.513e-11 6.544e-11 6.550e-11 6.472e-11 6.477e-11 6.470e-11 1.259e-05 6.458e-11 6.454e-11 6.457e-11 6.454e-11 6.454e-11 6.453e-11 6.453e-11 6.454e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.453e-11 6.454e-11 +89 EP 3 9.775e-11 9.775e-11 9.778e-11 9.885e-11 9.791e-11 1.208e-10 1.454e-10 1.499e-10 2.711e-04 1.492e-04 1.891e-04 6.160e-04 4.725e-04 9.446e-04 1.772e-03 1.942e-03 2.040e-03 5.901e-05 9.327e-04 2.676e-03 3.480e-03 5.491e-10 1.800e-09 2.805e-01 4.242e-01 2.209e-01 4.869e-02 2.428e-09 1.084e-08 3.290e-03 2.996e-03 2.094e-03 4.330e-04 3.259e-05 2.409e-10 6.686e-10 4.919e-10 6.195e-04 9.864e-09 2.411e-10 1.218e-10 3.970e-04 2.122e-10 4.714e-10 1.278e-10 2.312e-10 1.545e-10 8.871e-05 2.097e-04 1.106e-10 2.266e-10 1.015e-10 1.012e-10 9.937e-11 1.003e-10 9.829e-11 1.083e-10 9.777e-11 9.775e-11 4.938e-09 9.775e-11 1.074e-10 9.776e-11 9.775e-11 9.775e-11 1.101e-10 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.783e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 9.775e-11 4.670e-06 +89 EP 4 2.914e-11 2.914e-11 3.022e-11 3.340e-11 6.585e-11 3.250e-03 1.521e-09 5.387e-01 4.269e-01 2.198e-02 5.347e-03 1.994e-03 9.197e-04 3.342e-09 7.272e-04 7.513e-05 4.445e-10 9.674e-11 6.354e-11 7.303e-05 6.359e-11 1.427e-10 5.163e-11 1.459e-10 4.508e-11 1.595e-05 4.380e-11 4.285e-11 4.680e-11 3.420e-11 3.084e-11 3.100e-11 3.011e-11 3.114e-11 2.969e-11 3.074e-11 2.915e-11 2.916e-11 2.932e-11 2.915e-11 2.918e-11 2.926e-11 2.914e-11 2.928e-11 3.464e-11 2.914e-11 2.914e-11 2.917e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.915e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 2.914e-11 1.389e-10 +89 EP 5 5.831e-11 5.831e-11 5.870e-11 6.102e-11 6.857e-11 1.178e-10 2.069e-04 6.218e-10 9.309e-10 4.246e-08 5.673e-01 3.788e-01 1.013e-02 2.103e-02 7.030e-03 6.197e-03 1.387e-03 2.828e-03 2.429e-03 7.817e-04 4.485e-10 1.711e-07 3.029e-04 6.030e-10 4.390e-04 8.156e-05 1.619e-04 5.111e-10 9.707e-11 1.893e-04 6.985e-11 1.442e-04 3.981e-10 1.101e-10 7.020e-11 6.904e-11 5.925e-11 6.245e-11 5.957e-11 5.893e-11 5.934e-11 5.846e-11 5.916e-11 4.997e-10 5.877e-11 5.836e-11 5.832e-11 5.831e-11 5.866e-11 5.832e-11 5.848e-11 5.834e-11 5.831e-11 5.832e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.831e-11 5.359e-04 +89 EP 6 9.479e-11 9.479e-11 1.282e-10 9.479e-11 9.479e-11 9.504e-11 9.531e-11 1.029e-10 9.901e-11 1.936e-10 3.677e-10 1.432e-10 2.408e-10 1.785e-10 1.196e-10 6.070e-10 2.589e-04 3.966e-04 7.035e-04 2.747e-04 1.764e-04 7.303e-10 1.274e-09 2.875e-03 2.204e-09 4.245e-10 3.408e-02 3.239e-01 3.687e-01 1.820e-01 6.308e-02 3.921e-03 1.887e-03 3.323e-03 3.892e-03 4.167e-03 1.013e-03 1.879e-03 1.074e-03 1.029e-09 1.877e-09 6.231e-04 2.056e-04 5.221e-10 1.617e-10 2.953e-10 1.427e-04 1.107e-04 8.394e-05 1.792e-10 2.605e-05 9.861e-11 9.920e-11 1.104e-10 9.858e-11 3.349e-05 9.832e-11 1.022e-10 9.703e-11 1.184e-10 3.432e-10 9.479e-11 1.015e-10 9.479e-11 9.483e-11 9.891e-11 1.201e-10 9.483e-11 9.479e-11 9.479e-11 9.480e-11 9.570e-11 9.479e-11 9.479e-11 9.489e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 9.479e-11 1.199e-03 +89 EP 7 4.115e-11 4.115e-11 4.139e-11 4.186e-11 8.612e-11 9.132e-10 4.089e-03 1.042e-02 7.476e-02 9.021e-01 2.985e-08 7.532e-08 3.334e-03 1.004e-03 7.622e-04 1.510e-03 4.775e-04 1.145e-04 2.854e-04 5.025e-04 3.194e-04 1.228e-10 5.615e-10 6.141e-11 6.969e-11 7.738e-11 2.515e-05 1.940e-04 4.363e-11 1.808e-05 4.304e-11 6.644e-11 1.609e-06 1.416e-10 4.160e-11 4.293e-11 4.128e-11 4.133e-11 4.136e-11 4.131e-11 4.126e-11 4.118e-11 4.122e-11 4.161e-11 4.145e-11 4.116e-11 4.116e-11 4.115e-11 4.117e-11 4.115e-11 4.130e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 4.115e-11 6.169e-05 +89 EP 8 7.490e-11 7.490e-11 7.494e-11 7.702e-11 7.870e-11 2.388e-10 5.720e-10 8.793e-09 1.308e-03 8.363e-10 2.887e-08 3.145e-03 2.395e-08 3.922e-02 9.449e-01 7.104e-09 7.688e-03 2.465e-09 1.753e-03 7.920e-04 6.815e-04 1.917e-04 3.815e-10 6.679e-10 4.199e-10 2.601e-10 1.216e-04 1.421e-10 2.008e-10 1.418e-10 5.409e-10 1.173e-10 1.523e-10 1.161e-04 8.871e-11 8.502e-11 7.838e-11 8.328e-11 8.166e-11 8.877e-11 8.880e-11 7.707e-11 7.576e-11 7.507e-05 8.287e-11 7.531e-11 7.610e-11 7.512e-11 7.491e-11 7.491e-11 7.491e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 8.147e-11 7.490e-11 7.490e-11 1.243e-09 7.490e-11 7.491e-11 7.490e-11 7.490e-11 7.490e-11 7.494e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 7.490e-11 4.209e-10 +89 EP 9 8.002e-11 8.002e-11 8.013e-11 1.206e-10 8.823e-11 9.145e-05 1.759e-04 1.525e-03 1.749e-03 3.791e-03 6.512e-03 3.647e-02 9.170e-01 2.694e-02 2.706e-06 3.615e-03 7.028e-08 4.712e-09 6.063e-10 3.047e-05 6.074e-10 1.571e-03 3.166e-04 9.923e-10 3.746e-10 5.352e-10 1.964e-04 1.442e-10 1.163e-10 1.256e-10 1.785e-10 9.204e-11 9.079e-11 1.129e-10 8.693e-11 8.584e-11 8.500e-11 8.131e-11 8.409e-11 8.188e-11 9.514e-11 8.288e-11 8.037e-11 1.070e-10 1.070e-10 8.006e-11 8.999e-11 8.032e-11 8.003e-11 8.003e-11 8.003e-11 8.002e-11 8.002e-11 8.003e-11 8.003e-11 8.002e-11 8.008e-11 8.002e-11 8.002e-11 8.018e-11 8.002e-11 8.012e-11 8.002e-11 8.002e-11 8.002e-11 8.003e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 8.002e-11 5.896e-10 +89 EP 10 2.214e-11 2.214e-11 2.226e-11 2.466e-11 4.417e-11 2.531e-04 2.396e-06 9.872e-01 9.211e-03 1.449e-09 1.627e-03 5.834e-05 6.691e-04 6.735e-04 6.963e-05 5.329e-10 2.368e-10 2.310e-04 2.711e-10 4.722e-11 3.337e-11 5.855e-11 2.611e-11 2.775e-11 2.880e-11 2.557e-11 5.608e-06 4.622e-11 1.660e-10 2.548e-11 2.230e-11 2.262e-11 2.452e-11 2.544e-11 2.246e-11 2.215e-11 2.215e-11 2.216e-11 2.215e-11 2.215e-11 2.215e-11 2.215e-11 2.216e-11 3.228e-11 2.215e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.215e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.214e-11 2.448e-11 +89 EP 11 4.748e-11 4.748e-11 4.781e-11 4.767e-11 4.750e-11 5.307e-11 6.084e-11 8.389e-05 1.072e-10 1.146e-10 8.129e-11 8.041e-05 1.432e-10 3.223e-04 6.718e-04 2.801e-05 5.149e-04 4.136e-04 6.384e-04 9.035e-04 1.340e-03 1.216e-03 2.686e-09 5.422e-03 1.444e-03 3.884e-10 1.463e-01 4.621e-01 3.474e-01 2.604e-02 6.859e-10 2.711e-03 1.077e-09 2.927e-09 1.318e-09 1.018e-03 6.955e-04 3.946e-10 4.279e-10 2.698e-09 1.465e-04 9.109e-05 2.555e-10 1.726e-09 1.006e-10 2.336e-06 7.651e-11 4.270e-05 1.368e-10 7.392e-05 6.622e-11 5.211e-11 4.935e-11 4.864e-11 5.134e-11 5.280e-11 5.037e-11 4.749e-11 4.748e-11 6.013e-11 4.904e-11 4.943e-11 4.758e-11 4.749e-11 4.748e-11 4.914e-11 4.752e-11 4.749e-11 4.748e-11 4.748e-11 4.794e-11 5.933e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 4.748e-11 2.128e-04 +89 EP 12 3.929e-11 3.929e-11 3.945e-11 4.144e-11 1.052e-10 5.462e-09 5.165e-10 1.638e-09 5.928e-01 3.726e-01 6.334e-03 1.526e-02 5.552e-03 4.091e-03 1.763e-04 5.889e-04 1.885e-03 8.695e-09 2.761e-08 2.496e-10 3.080e-04 4.066e-04 9.793e-11 1.960e-10 2.281e-10 7.766e-11 4.868e-10 6.722e-09 5.080e-11 8.082e-10 4.159e-11 5.129e-11 6.268e-11 2.584e-05 4.497e-11 3.947e-11 3.941e-11 3.943e-11 3.932e-11 3.931e-11 3.954e-11 3.940e-11 3.952e-11 3.877e-05 3.931e-11 3.929e-11 3.929e-11 3.929e-11 3.934e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 3.929e-11 8.556e-11 +89 EP 13 9.573e-11 9.573e-11 9.910e-11 9.620e-11 9.611e-11 1.254e-10 1.331e-10 1.616e-10 3.285e-10 7.107e-10 5.556e-04 8.344e-05 6.500e-10 1.163e-09 1.510e-09 1.259e-09 1.295e-09 1.502e-02 3.724e-01 2.100e-01 1.507e-01 1.024e-01 7.431e-02 3.100e-02 1.009e-02 1.277e-02 1.021e-02 1.751e-03 2.447e-09 1.029e-03 1.255e-03 7.180e-10 1.225e-09 1.379e-03 2.856e-04 1.611e-04 3.297e-10 3.986e-04 1.257e-10 1.480e-10 9.824e-05 9.351e-05 1.021e-10 1.070e-10 1.047e-04 9.424e-05 9.628e-11 9.607e-11 1.071e-10 9.999e-11 9.598e-11 9.801e-11 9.576e-11 9.575e-11 9.576e-11 9.577e-11 9.587e-11 9.574e-11 9.573e-11 9.575e-11 9.579e-11 9.598e-11 9.576e-11 9.573e-11 9.573e-11 9.575e-11 9.574e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 9.573e-11 3.737e-03 +89 EP 14 3.531e-11 3.531e-11 3.545e-11 3.594e-11 7.620e-11 3.871e-06 6.270e-03 8.380e-05 9.808e-01 9.856e-03 2.392e-06 1.741e-09 1.197e-03 8.540e-04 4.272e-04 4.627e-10 2.815e-10 4.049e-04 8.677e-11 1.115e-10 7.491e-10 9.715e-05 1.104e-10 5.493e-11 4.450e-11 7.569e-11 2.778e-05 7.884e-11 4.163e-11 4.351e-11 3.723e-11 3.919e-11 4.019e-11 5.498e-11 3.916e-11 4.055e-11 3.537e-11 3.538e-11 3.570e-11 3.536e-11 3.547e-11 3.565e-11 3.531e-11 3.697e-11 3.670e-11 3.538e-11 3.532e-11 3.669e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.539e-11 3.531e-11 3.532e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 3.531e-11 5.096e-11 +89 EP 15 1.857e-10 1.857e-10 1.858e-10 1.894e-10 2.015e-10 3.238e-10 9.114e-04 6.276e-04 2.369e-09 1.673e-08 1.624e-03 2.515e-03 6.896e-09 4.288e-09 1.961e-09 4.954e-09 8.628e-01 1.180e-01 6.661e-09 3.109e-03 1.112e-08 4.164e-09 1.902e-03 3.571e-03 6.305e-09 8.261e-04 1.003e-03 1.435e-09 1.312e-09 6.434e-10 5.657e-10 3.967e-10 5.187e-10 2.262e-04 3.827e-10 4.012e-10 2.983e-10 2.293e-10 3.071e-10 1.746e-04 2.592e-10 3.244e-10 1.900e-10 1.891e-10 5.313e-04 1.875e-10 2.183e-10 1.896e-10 1.862e-10 1.871e-10 1.860e-10 1.857e-10 1.857e-10 1.858e-10 1.857e-10 1.858e-10 1.988e-10 1.857e-10 1.857e-10 1.964e-10 1.857e-10 1.932e-10 1.857e-10 1.857e-10 1.857e-10 1.859e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 1.857e-10 2.197e-03 +89 EP 16 5.888e-11 5.888e-11 5.942e-11 5.987e-11 6.080e-11 7.970e-11 3.005e-04 2.375e-10 1.311e-03 4.032e-04 1.077e-09 8.029e-10 5.524e-03 2.360e-02 5.394e-01 3.690e-01 2.451e-02 1.864e-02 5.204e-03 2.452e-03 3.999e-03 1.689e-03 1.170e-08 8.133e-04 9.779e-05 9.399e-04 4.017e-04 4.432e-10 2.188e-04 3.336e-10 3.463e-10 3.314e-10 3.633e-10 2.037e-10 1.649e-10 6.986e-11 7.182e-11 8.011e-11 6.607e-11 6.889e-10 4.224e-10 5.978e-11 6.006e-11 6.987e-11 7.268e-11 5.894e-11 5.898e-11 5.888e-11 6.396e-11 6.235e-11 5.913e-11 5.906e-11 5.888e-11 5.890e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.889e-11 5.888e-11 5.892e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 5.888e-11 1.512e-03 +89 EP 17 2.660e-11 2.660e-11 2.733e-11 2.661e-11 2.660e-11 2.661e-11 2.663e-11 2.668e-11 2.704e-11 2.926e-11 5.672e-11 2.849e-11 2.757e-11 2.942e-11 2.852e-11 9.570e-11 1.345e-10 6.171e-05 2.862e-05 3.693e-05 4.594e-05 9.231e-05 1.455e-05 3.413e-05 1.366e-04 2.098e-05 4.815e-04 3.612e-04 5.764e-04 6.481e-04 5.969e-04 1.038e-03 5.939e-04 1.590e-03 1.309e-10 2.267e-10 8.263e-02 2.491e-01 3.046e-01 2.044e-01 9.517e-02 4.066e-02 1.284e-02 3.658e-03 7.906e-05 2.717e-04 2.860e-10 2.074e-10 1.161e-10 1.212e-10 1.407e-10 9.833e-11 2.667e-10 1.478e-10 1.426e-10 6.218e-11 4.813e-11 4.506e-11 3.749e-11 5.398e-05 1.204e-10 1.175e-04 6.336e-11 4.143e-05 5.283e-11 3.867e-11 5.488e-11 4.052e-11 2.660e-11 4.122e-11 3.116e-11 3.153e-11 2.375e-10 2.660e-11 8.598e-11 2.660e-11 2.660e-11 2.815e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.660e-11 2.849e-10 +89 EP 18 4.906e-11 4.906e-11 5.100e-11 4.923e-11 4.912e-11 5.159e-11 5.735e-11 1.308e-10 1.007e-04 1.928e-04 2.136e-05 3.255e-04 3.902e-04 4.127e-10 2.158e-04 2.798e-10 1.068e-03 7.665e-04 2.883e-03 1.935e-03 2.507e-03 1.343e-09 6.808e-09 4.219e-01 4.725e-01 7.998e-02 5.358e-10 4.947e-03 5.232e-03 1.527e-03 9.747e-04 1.178e-04 5.141e-04 1.428e-04 2.513e-10 3.107e-10 1.723e-10 1.003e-04 2.855e-04 7.925e-11 1.774e-04 1.608e-10 1.642e-10 8.344e-11 6.996e-05 6.258e-11 5.939e-11 1.572e-10 5.180e-11 5.346e-11 4.951e-11 4.982e-11 4.947e-11 4.980e-11 4.909e-11 4.912e-11 5.344e-11 4.909e-11 4.906e-11 6.325e-11 4.954e-11 4.906e-11 4.909e-11 4.906e-11 4.906e-11 4.911e-11 4.914e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.911e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 4.906e-11 1.090e-03 +89 EP 19 3.539e-11 3.539e-11 3.586e-11 3.618e-11 4.713e-11 6.955e-05 1.084e-03 4.929e-03 1.393e-02 7.308e-02 8.800e-01 2.386e-02 7.513e-10 1.369e-03 3.731e-09 1.078e-09 1.974e-04 9.422e-04 3.066e-05 2.516e-04 2.275e-04 1.592e-10 7.813e-11 9.519e-11 7.094e-11 1.316e-05 2.686e-05 5.205e-11 5.259e-11 7.367e-11 7.465e-11 4.440e-11 3.948e-11 6.251e-11 3.820e-11 3.806e-11 3.570e-11 3.563e-11 3.677e-11 3.560e-11 3.634e-11 3.633e-11 3.544e-11 3.574e-11 3.713e-11 3.539e-11 3.554e-11 3.541e-11 3.542e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.541e-11 3.539e-11 3.539e-11 3.557e-11 3.539e-11 3.551e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 3.539e-11 1.418e-10 +89 EP 20 4.522e-11 4.522e-11 5.362e-11 4.534e-11 4.522e-11 4.785e-11 4.777e-11 6.952e-11 5.590e-05 1.981e-09 1.187e-10 2.722e-09 8.929e-11 5.163e-10 1.609e-10 7.578e-05 1.977e-10 2.111e-04 1.055e-09 7.687e-04 3.523e-04 1.791e-04 8.586e-10 6.236e-04 2.332e-03 2.237e-10 7.334e-10 3.211e-09 1.485e-01 5.303e-01 3.082e-01 5.279e-09 3.800e-10 3.867e-03 1.098e-09 1.460e-03 1.277e-03 9.254e-10 9.473e-04 2.572e-10 1.310e-09 3.684e-04 3.768e-10 3.814e-04 3.003e-10 7.255e-10 7.473e-11 1.069e-10 1.027e-10 2.823e-05 6.666e-11 4.953e-11 4.919e-11 5.358e-11 5.685e-11 5.933e-11 4.760e-11 4.598e-11 4.688e-11 5.381e-11 5.582e-11 4.691e-11 2.582e-09 4.551e-11 4.549e-11 4.781e-11 1.844e-10 4.631e-11 4.522e-11 4.533e-11 4.681e-11 4.522e-05 4.551e-11 4.522e-11 4.544e-11 4.522e-11 4.522e-11 4.523e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 4.522e-11 1.169e-09 +89 EP 21 4.780e-11 4.780e-11 4.889e-11 4.797e-11 4.786e-11 5.090e-11 5.663e-11 1.516e-10 4.394e-10 1.900e-10 2.106e-04 1.981e-04 5.314e-10 3.414e-09 3.300e-10 8.479e-04 7.659e-10 3.294e-04 6.873e-05 4.737e-03 1.260e-09 1.467e-01 6.453e-01 1.884e-01 1.127e-09 1.295e-03 3.934e-03 3.799e-03 6.209e-09 1.172e-03 1.001e-03 7.625e-04 6.334e-10 4.982e-10 2.078e-04 4.092e-04 9.130e-11 1.660e-10 1.151e-10 6.093e-11 7.466e-09 1.730e-10 2.339e-10 6.445e-11 1.882e-10 6.250e-11 5.175e-11 5.484e-11 5.309e-11 5.256e-11 5.134e-11 4.835e-11 4.838e-11 4.826e-11 4.808e-11 4.822e-11 4.831e-05 4.782e-11 4.781e-11 5.835e-11 4.834e-11 4.810e-11 4.813e-11 4.781e-11 4.781e-11 4.847e-11 4.814e-11 4.782e-11 4.780e-11 4.780e-11 4.784e-11 4.823e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 4.780e-11 5.741e-04 +89 EP 22 4.529e-10 9.058e-04 9.475e-01 5.158e-02 1.087e-09 9.523e-10 5.389e-10 4.743e-10 4.754e-10 4.707e-10 4.538e-10 4.547e-10 4.587e-10 4.531e-10 4.530e-10 4.530e-10 4.530e-10 4.531e-10 4.529e-10 4.530e-10 4.604e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 6.260e-09 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 4.529e-10 +89 EP 23 2.282e-11 2.283e-11 2.625e-11 5.422e-11 2.736e-10 9.537e-01 3.196e-02 1.150e-02 1.546e-03 9.182e-04 1.273e-04 2.055e-10 7.854e-05 1.399e-04 4.034e-11 5.345e-06 1.430e-05 3.576e-11 2.605e-11 2.414e-11 2.811e-11 2.333e-11 2.301e-11 2.608e-11 2.306e-11 2.290e-11 2.300e-11 2.306e-11 2.298e-11 2.287e-11 2.282e-11 2.282e-11 2.284e-11 2.287e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.288e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.282e-11 2.292e-11 +89 EP 24 3.526e-10 3.526e-10 3.579e-10 3.531e-10 3.527e-10 3.543e-10 3.544e-10 4.208e-10 3.632e-10 3.685e-10 3.654e-10 3.773e-10 5.153e-10 3.224e-04 6.002e-10 5.465e-04 4.548e-10 1.046e-03 7.472e-04 3.287e-04 6.087e-10 4.697e-04 1.013e-03 4.877e-10 1.320e-03 1.447e-03 2.156e-03 1.324e-03 1.185e-03 1.574e-09 5.321e-04 8.280e-10 3.344e-03 2.822e-03 1.681e-03 2.884e-03 3.252e-03 3.082e-03 3.254e-03 2.111e-09 5.402e-04 2.494e-03 3.238e-03 6.548e-04 6.975e-10 1.202e-09 6.261e-04 6.806e-04 9.336e-04 8.518e-04 1.399e-03 1.473e-09 4.920e-04 5.888e-04 4.725e-10 3.603e-10 3.232e-04 3.663e-10 3.552e-10 3.662e-10 2.239e-04 3.700e-10 3.563e-10 3.534e-10 3.593e-10 3.491e-04 3.580e-10 3.651e-10 3.526e-10 3.532e-10 3.723e-10 3.545e-10 3.535e-10 3.526e-10 3.537e-10 3.526e-10 3.526e-10 3.529e-10 3.526e-04 3.526e-04 3.526e-04 1.058e-03 3.526e-10 3.526e-04 3.526e-10 3.526e-10 3.526e-10 3.526e-10 3.526e-10 3.526e-10 9.514e-01 +89 EP 25 4.411e-11 4.411e-11 4.430e-11 4.548e-11 5.882e-11 3.570e-04 2.464e-03 1.569e-03 4.936e-09 5.553e-09 1.924e-03 6.601e-01 2.843e-01 2.363e-02 1.402e-02 3.914e-03 4.866e-03 1.259e-04 2.259e-03 6.138e-06 5.415e-10 3.323e-04 2.868e-10 4.972e-06 1.297e-10 3.317e-10 3.126e-10 7.294e-11 1.088e-10 9.001e-11 9.764e-05 5.831e-11 5.084e-11 1.767e-10 5.206e-11 5.678e-11 4.498e-11 4.484e-11 5.086e-11 4.527e-11 5.703e-11 4.801e-11 4.424e-11 4.486e-11 5.663e-11 4.415e-11 4.467e-11 4.445e-11 4.427e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.419e-11 4.411e-11 4.411e-11 4.429e-11 4.411e-11 4.519e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 4.411e-11 3.806e-10 +89 EP 26 4.989e-11 4.989e-11 6.028e-11 1.027e-10 3.603e-10 9.940e-01 4.336e-03 1.149e-09 1.127e-03 7.684e-10 1.850e-04 9.725e-10 3.177e-04 3.559e-10 3.144e-05 9.042e-11 2.252e-09 5.550e-11 6.354e-11 8.653e-11 3.410e-10 5.739e-11 5.053e-11 5.383e-11 5.038e-11 5.098e-11 5.016e-11 5.016e-11 5.118e-11 5.000e-11 4.995e-11 4.999e-11 4.991e-11 5.003e-11 4.990e-11 4.990e-11 4.989e-11 4.989e-11 5.008e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.995e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 4.989e-11 5.116e-11 +89 EP 27 3.225e-11 3.225e-11 3.783e-11 3.230e-11 3.226e-11 3.235e-11 3.306e-11 3.379e-11 3.116e-05 4.291e-11 5.195e-11 1.938e-10 5.887e-11 2.079e-10 4.559e-11 5.931e-11 1.821e-05 1.023e-04 2.352e-09 1.821e-10 1.436e-10 9.325e-05 5.190e-04 5.079e-04 2.332e-04 7.125e-10 1.461e-03 2.096e-03 1.822e-03 3.148e-10 1.580e-10 4.404e-10 2.111e-01 4.234e-01 2.910e-01 5.438e-02 4.097e-10 1.424e-09 4.974e-03 3.047e-03 6.790e-04 9.907e-04 1.507e-03 1.079e-04 1.067e-04 5.272e-10 2.751e-04 8.410e-11 1.832e-10 6.540e-10 9.763e-05 4.774e-05 4.395e-11 5.033e-11 3.111e-05 5.782e-11 3.469e-11 3.387e-11 3.388e-11 5.326e-11 5.795e-11 3.912e-11 8.725e-11 3.525e-11 3.735e-11 3.304e-11 4.756e-11 3.600e-11 3.225e-11 3.315e-11 6.652e-11 8.081e-11 3.452e-11 3.225e-11 3.357e-11 3.225e-11 3.225e-11 3.230e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 3.225e-11 1.320e-03 +89 EP 28 3.680e-11 3.680e-11 3.726e-11 3.850e-11 9.504e-11 1.229e-05 8.524e-04 5.715e-09 1.169e-02 6.383e-01 3.080e-01 3.014e-02 1.943e-03 5.025e-03 2.219e-03 1.160e-03 4.698e-04 5.726e-06 2.624e-10 4.595e-08 3.696e-05 4.546e-10 1.635e-07 1.161e-09 9.901e-11 1.269e-04 9.147e-11 1.006e-10 6.526e-11 6.096e-11 6.880e-11 5.798e-11 3.993e-11 5.901e-11 9.051e-11 1.006e-10 3.694e-11 3.706e-11 4.123e-11 3.700e-11 3.750e-11 4.263e-11 3.681e-11 3.739e-11 4.312e-11 3.691e-11 3.685e-11 3.783e-11 3.681e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.681e-11 3.680e-11 3.680e-11 3.704e-11 3.680e-11 3.683e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 1.575e-10 +89 EP 29 2.329e-11 2.329e-11 2.372e-11 3.723e-11 6.903e-11 4.958e-08 9.801e-01 2.123e-03 1.178e-02 3.413e-03 1.681e-03 8.324e-04 1.313e-07 3.590e-10 7.210e-11 1.287e-10 8.702e-06 8.191e-11 3.267e-11 2.897e-11 3.536e-11 2.597e-11 2.433e-11 2.405e-05 2.640e-11 2.401e-11 2.768e-11 2.495e-11 2.737e-11 2.388e-11 2.334e-11 2.335e-11 2.357e-11 2.363e-11 2.333e-11 2.329e-11 2.329e-11 2.330e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.418e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.329e-11 2.389e-11 +89 EP 30 1.013e-10 1.013e-10 1.013e-10 1.024e-10 1.018e-10 1.273e-10 1.510e-10 6.046e-04 9.323e-04 3.178e-03 9.522e-04 1.279e-03 2.713e-03 1.547e-09 3.162e-09 2.784e-09 2.583e-03 3.906e-09 1.150e-08 6.089e-01 3.718e-01 3.400e-09 1.707e-03 6.435e-04 1.398e-03 4.304e-09 2.571e-03 1.025e-04 1.486e-09 3.819e-10 3.412e-09 2.830e-10 3.503e-10 3.476e-10 2.816e-10 3.525e-10 1.617e-10 3.519e-10 5.640e-10 1.878e-10 1.944e-10 1.206e-10 1.114e-10 1.112e-10 4.761e-10 5.954e-10 1.419e-10 1.038e-10 1.022e-10 1.018e-10 1.017e-10 1.013e-10 1.013e-10 1.042e-10 1.013e-10 1.013e-10 1.052e-10 1.013e-10 1.013e-10 1.039e-10 1.013e-10 1.054e-10 1.013e-10 1.013e-10 1.013e-10 1.014e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 1.013e-10 6.763e-04 +89 EP 31 6.701e-11 6.701e-11 6.734e-11 7.191e-11 7.066e-11 1.026e-10 1.012e-09 2.559e-03 1.244e-03 1.079e-02 5.807e-02 9.211e-01 2.671e-07 1.375e-04 2.130e-08 2.489e-03 1.672e-03 1.514e-03 7.832e-10 1.632e-04 1.613e-04 5.247e-10 3.755e-10 2.190e-10 4.852e-10 1.416e-10 2.179e-10 8.643e-11 1.203e-10 1.277e-10 5.809e-05 1.026e-10 8.779e-11 7.520e-11 7.381e-11 6.784e-11 6.803e-11 7.967e-11 7.181e-11 6.802e-11 6.809e-11 6.712e-11 6.722e-11 7.892e-11 6.722e-11 6.705e-11 6.701e-11 6.702e-11 6.751e-11 6.702e-11 6.704e-11 6.702e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.705e-11 6.701e-11 6.701e-11 6.795e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 6.701e-11 1.082e-10 +89 EP 32 3.774e-11 3.774e-11 4.015e-11 3.783e-11 3.776e-11 3.921e-11 4.338e-11 3.938e-10 6.996e-11 1.008e-10 9.771e-11 6.131e-05 2.847e-10 1.509e-10 5.341e-10 3.272e-04 6.140e-10 3.723e-04 4.705e-04 9.777e-04 3.947e-03 2.141e-03 4.831e-10 5.041e-10 7.600e-02 4.302e-01 4.144e-01 5.152e-02 4.297e-10 1.073e-02 4.386e-03 4.259e-04 8.059e-04 5.490e-04 3.255e-10 6.430e-04 4.128e-04 1.813e-04 9.504e-05 5.420e-05 1.946e-10 2.737e-05 4.102e-10 1.080e-10 5.255e-11 8.902e-11 5.071e-11 3.867e-10 8.174e-11 9.705e-11 5.227e-11 3.981e-11 4.004e-11 3.948e-11 3.902e-11 4.073e-11 3.891e-11 3.801e-11 3.783e-11 4.270e-11 4.224e-11 3.828e-11 3.970e-11 3.778e-11 3.777e-11 3.871e-11 4.256e-11 3.784e-11 3.774e-11 3.775e-11 3.797e-11 4.019e-11 3.777e-11 3.774e-11 3.776e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 3.774e-11 1.265e-03 +89 EP 33 3.350e-11 3.350e-11 6.269e-11 3.356e-11 3.351e-11 3.399e-11 3.595e-11 3.790e-11 8.268e-10 1.181e-04 1.406e-10 4.114e-05 4.732e-05 8.878e-05 5.959e-11 4.942e-06 4.015e-05 4.546e-10 4.486e-04 3.429e-04 3.142e-04 5.716e-04 2.633e-09 1.635e-03 1.209e-03 1.834e-10 5.694e-04 7.724e-03 3.385e-10 3.656e-10 2.241e-01 4.700e-01 2.543e-01 2.664e-02 3.183e-10 2.026e-03 1.215e-03 2.426e-03 1.291e-03 2.082e-03 1.191e-03 2.628e-10 5.130e-05 1.618e-04 1.716e-04 1.692e-04 8.672e-11 1.445e-04 1.303e-05 1.275e-10 8.768e-11 4.572e-11 4.104e-11 4.150e-11 1.857e-10 5.263e-11 3.523e-11 3.486e-11 3.576e-11 4.139e-11 6.336e-11 3.551e-11 9.864e-11 3.416e-11 3.425e-11 3.548e-11 1.794e-10 3.664e-11 3.350e-11 3.370e-11 3.986e-11 7.361e-11 3.401e-11 3.350e-11 3.390e-11 3.350e-11 3.350e-11 3.352e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 3.350e-11 8.771e-04 +89 EP 34 2.986e-11 2.986e-11 3.163e-11 2.988e-11 2.986e-11 2.990e-11 3.002e-11 3.020e-11 3.398e-11 3.264e-11 4.974e-11 5.423e-11 3.425e-11 3.820e-11 3.403e-11 9.563e-11 1.185e-10 4.746e-06 6.880e-11 1.160e-10 1.069e-04 2.148e-10 1.282e-10 1.338e-04 3.219e-04 7.606e-05 4.481e-10 1.792e-03 1.065e-03 5.083e-04 1.900e-10 3.446e-10 1.370e-10 3.469e-10 1.547e-01 3.680e-01 3.215e-01 1.305e-01 1.772e-02 4.505e-10 5.108e-10 7.138e-10 1.084e-03 1.091e-03 3.849e-04 3.972e-04 7.173e-10 8.758e-05 8.248e-11 1.249e-04 2.104e-10 6.556e-11 5.883e-06 6.045e-06 9.978e-11 7.611e-11 3.593e-11 3.309e-11 3.172e-11 6.468e-11 5.635e-11 2.427e-10 3.087e-05 8.652e-11 5.320e-11 3.220e-11 4.025e-11 3.353e-11 2.986e-11 3.528e-11 3.376e-11 7.499e-11 4.735e-11 2.986e-11 3.625e-11 2.986e-11 2.986e-11 2.998e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 2.986e-11 3.392e-04 +89 EP 35 3.218e-11 3.218e-11 3.283e-11 3.218e-11 3.218e-11 3.218e-11 3.219e-11 3.221e-11 3.233e-11 4.036e-11 3.591e-11 3.264e-11 3.240e-11 3.423e-11 3.467e-11 1.776e-05 4.049e-11 1.493e-10 3.944e-11 5.777e-11 4.514e-05 4.265e-11 9.757e-11 3.834e-05 4.969e-11 1.217e-10 4.275e-05 4.378e-04 1.768e-04 1.036e-04 9.001e-04 1.180e-03 7.430e-04 1.347e-03 3.063e-03 4.254e-03 4.765e-10 2.375e-10 2.354e-02 1.085e-01 1.725e-01 1.672e-01 1.376e-01 1.048e-01 7.471e-02 4.745e-02 3.154e-02 2.481e-02 1.625e-02 1.024e-02 8.327e-03 5.649e-03 4.100e-03 3.351e-03 2.672e-03 1.437e-03 1.483e-03 7.080e-04 7.402e-04 7.714e-04 5.910e-04 3.405e-04 2.242e-04 3.039e-04 2.896e-04 9.687e-05 2.575e-04 3.218e-04 3.218e-11 1.287e-04 3.218e-05 3.352e-11 3.218e-05 3.218e-11 3.218e-05 3.218e-11 3.218e-11 3.218e-05 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.664e-02 +89 EP 36 1.024e-10 1.024e-10 1.029e-10 1.037e-10 1.035e-10 1.496e-10 1.430e-10 2.254e-10 7.840e-04 3.450e-04 2.954e-04 2.453e-03 1.133e-09 1.808e-09 4.843e-09 3.882e-03 6.941e-02 9.058e-01 4.165e-03 1.017e-08 9.203e-03 1.807e-03 2.376e-04 1.056e-03 5.267e-04 3.076e-09 3.200e-10 3.294e-09 2.458e-10 2.407e-10 1.897e-10 2.971e-10 6.754e-10 5.452e-10 2.353e-10 3.161e-05 1.170e-10 1.312e-10 1.135e-10 1.194e-10 1.643e-10 1.163e-10 1.035e-10 1.049e-10 3.836e-10 1.396e-10 1.027e-10 1.025e-10 1.030e-10 1.027e-10 1.026e-10 1.038e-10 1.025e-10 1.027e-10 1.024e-10 1.024e-10 1.025e-10 1.024e-10 1.024e-10 1.024e-10 1.026e-10 1.028e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 1.024e-10 2.184e-10 +89 EP 37 7.732e-11 7.732e-11 7.778e-11 7.906e-11 8.369e-11 1.067e-10 2.613e-07 5.248e-09 9.638e-10 1.316e-09 1.455e-09 4.400e-02 9.335e-01 8.983e-07 4.867e-03 8.993e-09 5.070e-03 2.348e-03 2.260e-09 1.387e-03 3.612e-03 2.204e-03 8.520e-04 2.042e-09 4.140e-04 1.046e-03 4.183e-04 2.341e-09 1.406e-10 1.729e-04 1.629e-10 1.493e-10 1.245e-09 1.255e-10 7.854e-05 8.297e-11 8.147e-11 1.137e-10 8.796e-11 8.249e-11 7.908e-11 7.874e-11 7.901e-11 1.577e-10 7.840e-11 7.745e-11 7.733e-11 7.733e-11 8.823e-11 7.734e-11 7.775e-11 7.744e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.737e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.733e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 7.732e-11 2.876e-10 +89 EP 38 2.225e-11 2.276e-11 4.989e-11 1.919e-10 9.510e-01 4.264e-02 5.493e-03 2.952e-04 4.168e-04 1.116e-04 6.676e-11 5.810e-11 1.832e-10 3.517e-11 2.516e-11 2.781e-11 2.807e-11 2.339e-11 2.299e-11 2.297e-11 1.341e-05 2.246e-11 2.228e-11 2.265e-11 2.229e-11 2.232e-11 2.232e-11 2.229e-11 2.237e-11 2.226e-11 2.225e-11 2.225e-11 2.225e-11 2.226e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.225e-11 2.229e-11 +89 EP 39 5.428e-11 5.428e-11 5.430e-11 5.816e-11 5.787e-11 1.318e-10 8.084e-04 6.947e-04 9.322e-04 1.332e-03 2.026e-03 1.308e-02 1.569e-01 7.878e-01 2.238e-02 2.236e-09 3.263e-03 6.464e-03 1.580e-03 1.745e-03 8.124e-05 4.610e-04 5.072e-10 1.549e-05 2.078e-10 1.430e-10 2.050e-10 2.110e-04 1.366e-04 8.257e-11 3.585e-10 7.868e-11 8.701e-11 7.952e-11 5.969e-11 5.507e-11 5.455e-11 5.532e-11 5.511e-11 6.169e-11 7.458e-11 5.430e-11 5.430e-11 6.881e-11 5.591e-11 5.428e-11 5.430e-11 5.430e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.433e-11 5.428e-11 5.428e-11 5.532e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 5.428e-11 1.665e-04 +89 EP 40 1.029e-10 1.029e-10 1.029e-10 1.044e-10 1.032e-10 1.225e-10 1.572e-10 2.282e-04 3.551e-10 7.046e-04 1.411e-03 1.167e-03 8.655e-04 1.912e-03 7.427e-04 1.079e-09 1.465e-09 5.063e-03 1.346e-09 1.370e-09 1.919e-01 4.771e-01 2.679e-01 4.668e-02 1.788e-09 1.746e-09 2.499e-03 3.904e-08 3.456e-09 1.076e-09 1.784e-03 4.670e-10 1.149e-09 5.174e-10 4.845e-10 7.961e-10 2.157e-10 1.863e-10 1.760e-10 1.463e-10 1.948e-10 2.429e-10 2.334e-10 1.844e-10 1.501e-10 8.922e-09 1.452e-10 1.085e-10 1.048e-10 1.054e-10 1.062e-10 1.030e-10 1.029e-10 1.075e-10 1.029e-10 1.030e-10 1.241e-10 1.029e-10 1.029e-10 1.068e-10 1.029e-10 1.093e-10 1.029e-10 1.029e-10 1.029e-10 1.031e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 1.029e-10 7.400e-10 +89 EP 41 1.789e-10 1.789e-10 1.803e-10 1.800e-10 1.817e-10 1.955e-10 9.026e-05 5.835e-05 2.535e-04 6.037e-10 1.251e-09 5.352e-10 5.402e-09 1.124e-05 4.307e-05 9.439e-01 4.718e-02 2.751e-09 2.451e-09 1.621e-03 4.018e-09 6.181e-09 2.698e-03 2.245e-03 5.954e-04 5.013e-04 7.599e-04 3.451e-10 4.959e-10 2.125e-08 4.757e-10 3.941e-10 1.890e-09 7.894e-10 2.392e-10 1.962e-10 1.900e-10 2.117e-10 1.929e-10 2.757e-10 2.193e-10 1.820e-10 1.821e-10 1.846e-10 2.061e-10 1.791e-10 1.792e-10 1.790e-10 1.808e-10 1.862e-10 1.789e-10 1.793e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.790e-10 1.789e-10 1.789e-10 1.790e-10 1.789e-10 1.798e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 1.789e-10 5.443e-10 +89 EP 42 8.015e-11 8.015e-11 8.016e-11 8.076e-11 8.062e-11 1.072e-10 9.558e-11 5.790e-05 7.356e-05 5.188e-04 5.022e-04 9.555e-10 3.481e-09 2.054e-09 1.278e-09 1.437e-07 1.242e-02 7.171e-02 8.479e-01 6.067e-02 2.211e-09 4.398e-03 1.392e-09 1.335e-03 8.320e-10 1.873e-04 1.208e-04 9.972e-05 2.916e-10 3.736e-10 2.948e-10 8.638e-10 2.425e-10 1.048e-09 2.388e-10 5.944e-10 1.100e-10 1.266e-10 9.672e-11 1.175e-10 1.019e-10 8.480e-11 8.178e-11 8.238e-11 1.245e-10 8.744e-11 8.940e-11 8.054e-11 8.036e-11 8.038e-11 8.028e-11 8.016e-11 8.016e-11 8.042e-11 8.016e-11 8.016e-11 8.116e-11 8.015e-11 8.015e-11 8.081e-11 8.015e-11 8.096e-11 8.015e-11 8.015e-11 8.015e-11 8.074e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 8.015e-11 3.025e-10 +89 EP 43 1.006e-10 1.006e-10 1.015e-10 1.013e-10 1.009e-10 1.192e-10 1.164e-10 5.840e-05 7.345e-10 7.084e-10 2.715e-04 2.385e-05 8.856e-10 7.167e-10 1.093e-04 3.323e-03 2.642e-09 1.105e-02 7.365e-02 8.131e-01 8.522e-02 1.072e-09 9.799e-03 8.785e-04 4.222e-09 2.013e-09 1.060e-09 6.967e-04 2.003e-04 5.348e-09 8.995e-04 4.002e-04 1.272e-04 7.450e-10 3.516e-10 6.134e-05 1.077e-04 2.017e-10 1.408e-10 1.853e-10 1.604e-10 1.402e-10 1.025e-10 1.038e-10 1.297e-10 1.083e-10 1.009e-10 1.018e-10 1.017e-10 1.011e-10 1.007e-10 1.009e-10 1.007e-10 1.006e-10 1.006e-10 1.006e-10 1.008e-10 1.006e-10 1.006e-10 1.012e-10 1.007e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 3.231e-09 +89 EP 44 8.809e-11 8.809e-11 8.810e-11 8.931e-11 9.898e-11 3.601e-10 1.786e-10 3.504e-04 1.052e-03 1.301e-09 1.186e-03 2.987e-04 3.692e-08 2.867e-03 1.699e-02 1.224e-01 8.504e-01 5.984e-09 2.981e-03 3.818e-09 1.730e-09 1.747e-04 1.208e-09 3.951e-09 4.046e-10 6.260e-10 2.376e-10 2.611e-10 1.039e-09 5.801e-04 1.594e-10 1.513e-10 2.284e-10 1.497e-10 1.032e-10 9.771e-11 9.402e-11 9.042e-11 9.106e-11 1.047e-10 1.112e-10 1.053e-10 8.823e-11 9.540e-11 1.051e-10 8.995e-11 8.927e-11 8.813e-11 8.811e-11 8.810e-11 8.810e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.810e-11 8.809e-11 8.809e-11 8.810e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 8.809e-11 7.697e-04 +89 EP 45 3.293e-11 3.293e-11 3.576e-11 4.605e-11 9.068e-11 3.443e-09 8.754e-01 1.225e-01 8.672e-10 8.877e-08 3.862e-09 1.256e-03 3.134e-04 3.105e-04 1.667e-09 1.958e-04 9.160e-11 4.428e-11 4.873e-11 6.403e-11 5.257e-11 4.651e-11 3.526e-11 5.276e-11 3.437e-11 3.792e-11 3.441e-11 3.428e-11 4.016e-11 3.345e-11 3.331e-11 3.310e-11 3.315e-11 3.341e-11 3.296e-11 3.302e-11 3.293e-11 3.294e-11 3.296e-11 3.293e-11 3.293e-11 3.295e-11 3.293e-11 3.311e-11 3.310e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.293e-11 3.821e-11 +89 EP 46 1.344e-10 1.344e-10 1.361e-10 1.348e-10 1.393e-10 1.868e-10 1.040e-08 1.743e-09 3.548e-09 2.172e-09 1.865e-09 1.866e-09 1.797e-08 9.582e-01 3.491e-08 9.190e-09 5.208e-03 4.804e-08 1.586e-02 7.295e-03 4.633e-07 5.471e-04 5.505e-03 2.193e-03 2.100e-03 2.082e-09 1.369e-09 6.805e-09 3.936e-10 5.847e-10 1.118e-09 2.846e-10 1.069e-03 2.731e-10 7.876e-10 1.658e-10 1.542e-10 2.086e-10 1.515e-10 4.995e-10 1.104e-04 1.379e-10 1.395e-10 1.424e-10 1.491e-10 1.345e-10 1.346e-10 1.345e-10 1.619e-10 1.345e-10 1.352e-10 1.348e-10 1.345e-10 1.346e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.348e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.344e-10 1.902e-03 +89 EP 47 8.252e-11 8.252e-11 8.254e-11 8.494e-11 9.440e-11 2.148e-05 2.596e-09 2.135e-03 2.564e-03 4.761e-03 1.526e-03 1.382e-09 7.523e-03 1.673e-02 6.887e-02 8.657e-01 1.376e-02 1.203e-08 5.024e-03 2.692e-03 6.223e-03 1.975e-03 5.864e-10 1.455e-09 5.302e-04 9.637e-10 2.353e-09 1.788e-10 2.870e-10 1.666e-10 3.345e-10 1.107e-10 1.873e-10 2.188e-10 1.289e-10 1.240e-10 9.021e-11 9.481e-11 1.024e-10 3.402e-10 9.621e-11 9.298e-11 8.306e-11 1.017e-10 2.121e-10 8.300e-11 8.502e-11 8.300e-11 8.256e-11 8.255e-11 8.254e-11 8.253e-11 8.253e-11 8.253e-11 8.253e-11 8.253e-11 8.691e-11 8.252e-11 8.252e-11 9.066e-11 8.252e-11 8.297e-11 8.252e-11 8.252e-11 8.252e-11 8.254e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.253e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 8.252e-11 3.005e-09 +89 EP 48 7.271e-11 7.271e-11 7.383e-11 7.347e-11 7.451e-11 1.201e-10 1.372e-10 2.652e-10 3.108e-09 8.881e-04 1.230e-03 3.141e-10 6.570e-04 1.654e-09 2.789e-09 4.756e-02 4.703e-01 3.443e-01 4.396e-02 4.518e-02 1.463e-02 1.613e-02 5.659e-03 4.457e-03 2.137e-03 9.515e-07 1.784e-04 9.294e-04 1.434e-03 2.617e-04 1.274e-09 5.522e-05 1.308e-09 5.566e-05 1.070e-10 9.820e-11 9.167e-11 1.520e-10 8.410e-11 5.125e-05 1.139e-10 1.430e-09 7.587e-11 8.077e-11 9.127e-11 7.344e-11 7.317e-11 7.277e-11 7.988e-11 7.595e-11 7.299e-11 7.321e-11 7.273e-11 7.280e-11 7.272e-11 7.271e-11 7.275e-11 7.271e-11 7.271e-11 7.271e-11 7.273e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.275e-11 7.272e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.272e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 7.271e-11 9.093e-09 +89 EP 49 4.907e-11 4.907e-11 4.976e-11 4.934e-11 4.922e-11 5.284e-11 5.656e-11 1.471e-10 2.201e-04 2.115e-04 2.108e-10 5.769e-04 9.709e-04 9.040e-05 4.500e-04 2.215e-09 7.674e-10 2.861e-03 5.201e-03 4.343e-02 5.068e-01 4.150e-01 9.417e-03 3.751e-04 4.521e-03 7.297e-03 1.122e-09 4.694e-04 1.259e-03 2.550e-04 1.103e-09 1.442e-09 2.862e-04 1.374e-10 2.504e-04 9.972e-10 1.010e-10 7.650e-10 1.445e-10 6.956e-11 1.362e-10 7.791e-11 6.277e-11 5.149e-11 1.089e-10 5.355e-11 4.958e-11 4.972e-11 4.993e-11 4.968e-11 4.953e-11 4.924e-11 4.957e-11 4.944e-11 4.910e-11 4.910e-11 5.084e-11 4.907e-11 4.907e-11 4.913e-11 4.914e-11 4.923e-11 4.910e-11 4.907e-11 4.907e-11 4.913e-11 4.909e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.910e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.907e-11 4.294e-10 +89 EP 50 7.927e-11 7.927e-11 7.936e-11 9.423e-11 9.538e-11 3.765e-05 3.975e-09 1.074e-03 1.015e-09 1.880e-09 1.512e-09 1.557e-09 3.127e-02 5.012e-01 3.131e-01 8.406e-02 5.916e-02 8.185e-04 4.170e-03 1.444e-03 4.069e-08 3.475e-04 2.367e-03 8.009e-10 1.026e-09 1.495e-09 2.582e-09 2.166e-10 2.102e-10 1.639e-10 4.491e-10 1.970e-10 3.249e-10 2.835e-10 1.179e-10 1.422e-10 9.507e-11 9.489e-11 8.204e-10 8.245e-11 1.345e-10 8.948e-11 8.011e-11 8.714e-11 3.696e-10 8.013e-11 8.942e-11 8.005e-11 7.956e-11 7.931e-11 7.930e-11 7.928e-11 7.928e-11 7.932e-11 7.928e-11 7.928e-11 8.041e-11 7.927e-11 7.927e-11 7.973e-11 7.928e-11 9.523e-11 7.927e-11 7.927e-11 7.927e-11 7.933e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 7.927e-11 9.455e-04 +89 TP 1 1.141e-01 9.050e-11 3.698e-02 6.799e-10 1.699e-02 7.218e-10 2.759e-03 7.742e-03 4.379e-09 4.226e-03 3.839e-02 1.475e-02 1.820e-02 7.233e-04 6.968e-09 3.673e-02 2.459e-03 3.753e-02 5.637e-09 2.010e-02 5.319e-02 8.470e-11 8.435e-04 1.002e-03 7.851e-04 1.309e-10 1.070e-02 1.078e-03 1.584e-03 1.136e-01 4.671e-03 3.756e-02 1.618e-02 4.856e-03 1.210e-09 2.487e-05 1.602e-02 3.151e-10 4.221e-07 5.654e-02 7.124e-09 1.136e-01 4.874e-02 1.863e-02 6.006e-10 1.022e-02 1.533e-02 4.971e-02 6.633e-02 7.193e-03 +89 TP 2 6.600e-11 5.315e-01 6.507e-11 3.729e-03 7.060e-09 6.490e-11 2.643e-04 2.655e-10 7.047e-11 2.515e-03 6.491e-11 1.011e-03 1.815e-10 1.494e-05 6.594e-11 6.636e-11 6.473e-11 1.022e-04 6.551e-10 6.475e-11 2.118e-10 4.525e-02 2.311e-02 6.486e-11 2.725e-04 3.872e-02 6.474e-11 5.242e-04 5.847e-03 8.361e-11 4.391e-05 2.732e-05 6.476e-11 6.473e-11 6.473e-11 6.504e-11 6.787e-11 3.332e-01 7.763e-11 6.794e-05 6.489e-11 6.574e-11 6.535e-11 7.386e-11 1.368e-02 7.019e-11 7.897e-11 6.680e-11 1.431e-10 1.232e-04 +89 TP 3 1.184e-09 9.782e-11 2.192e-01 2.213e-10 2.304e-03 5.689e-09 5.584e-09 1.149e-09 3.139e-09 4.411e-04 2.065e-01 4.438e-06 2.819e-05 3.555e-09 6.319e-10 2.146e-09 1.662e-02 5.497e-09 1.031e-09 1.123e-01 1.343e-09 9.782e-11 1.502e-10 3.137e-03 9.872e-10 1.319e-10 5.774e-02 2.675e-10 7.579e-10 3.416e-09 9.426e-05 2.566e-01 8.061e-02 3.643e-02 7.444e-03 2.162e-09 4.644e-08 1.012e-10 6.673e-08 8.023e-10 2.606e-09 1.662e-09 5.461e-09 8.928e-10 1.486e-10 6.834e-09 6.564e-04 2.785e-09 5.406e-09 2.517e-07 +89 TP 4 8.296e-03 1.354e-04 3.450e-03 1.461e-01 1.890e-02 1.125e-10 5.907e-02 9.290e-03 2.011e-02 5.024e-02 2.649e-03 3.374e-02 1.711e-09 1.462e-01 3.785e-03 1.064e-02 6.084e-05 1.359e-03 4.631e-02 1.586e-03 3.744e-03 3.079e-11 2.257e-02 2.496e-04 5.788e-02 8.095e-03 8.843e-04 1.563e-01 3.481e-02 4.836e-03 1.763e-02 2.091e-03 1.337e-03 1.633e-04 6.998e-11 3.797e-03 6.426e-03 1.024e-02 2.023e-02 4.270e-03 3.699e-04 5.366e-03 2.332e-03 6.298e-03 1.806e-02 3.882e-03 1.244e-02 4.882e-03 4.676e-03 2.424e-02 +89 TP 5 2.642e-05 6.448e-05 3.780e-10 2.073e-09 6.039e-02 2.614e-10 1.867e-01 1.212e-09 8.486e-10 9.199e-02 9.803e-10 2.237e-01 6.384e-04 2.056e-03 2.970e-10 8.788e-04 1.299e-10 1.613e-05 3.507e-01 3.929e-10 2.166e-04 6.045e-11 2.359e-02 2.098e-04 2.526e-09 3.999e-10 2.548e-10 6.061e-10 5.270e-02 3.063e-10 1.154e-09 1.594e-09 3.605e-10 1.015e-10 7.711e-11 3.236e-10 2.691e-03 2.105e-03 2.342e-09 3.590e-10 4.352e-10 1.506e-09 2.415e-10 7.741e-10 1.016e-09 1.299e-09 5.971e-10 9.190e-10 2.758e-10 1.375e-03 +89 TP 6 7.962e-04 9.479e-11 1.095e-09 1.833e-10 8.270e-03 2.125e-01 5.885e-04 4.591e-04 2.809e-09 1.225e-03 2.993e-01 3.197e-03 4.056e-02 3.456e-10 8.691e-09 1.148e-02 6.000e-10 9.323e-02 3.392e-10 8.088e-04 4.740e-02 9.889e-11 6.833e-10 3.424e-10 3.031e-10 8.068e-05 6.057e-10 2.033e-10 6.880e-04 4.853e-09 1.812e-03 2.069e-01 8.558e-10 7.244e-10 1.016e-03 4.864e-03 3.651e-03 1.245e-10 3.913e-10 3.103e-09 2.207e-03 7.134e-09 3.609e-03 3.610e-09 1.220e-10 5.118e-03 9.531e-05 1.768e-02 3.237e-02 2.374e-10 +89 TP 7 4.103e-09 3.138e-09 2.525e-10 1.554e-08 6.410e-07 3.669e-10 4.183e-01 6.560e-10 3.133e-09 4.884e-03 2.662e-10 1.757e-01 6.229e-10 1.979e-06 4.042e-10 9.898e-10 1.658e-10 3.683e-04 4.174e-02 3.940e-10 4.624e-10 4.609e-05 8.949e-03 6.836e-11 2.755e-09 2.381e-09 4.420e-05 3.307e-01 1.782e-02 3.275e-10 1.049e-03 8.162e-10 1.496e-10 3.531e-10 1.355e-10 6.070e-10 9.289e-06 6.303e-08 6.818e-09 2.591e-10 1.206e-09 4.928e-10 1.968e-10 8.998e-10 3.280e-05 3.705e-04 5.034e-10 6.225e-10 4.016e-10 8.591e-09 +89 TP 8 3.150e-02 7.629e-11 5.487e-03 2.167e-09 3.517e-02 1.210e-09 7.503e-03 3.612e-01 2.343e-06 1.314e-02 7.094e-03 2.541e-02 2.720e-03 2.808e-09 2.825e-02 1.572e-02 2.056e-03 5.137e-03 2.697e-03 3.420e-03 8.672e-03 7.500e-11 2.301e-03 6.172e-04 8.885e-03 1.528e-10 3.400e-03 4.965e-09 4.519e-03 1.107e-02 9.703e-03 5.372e-03 3.976e-03 1.830e-03 4.964e-10 9.855e-03 2.889e-02 9.917e-11 8.168e-02 6.611e-03 1.400e-09 8.097e-03 4.614e-03 2.201e-02 2.271e-10 2.044e-02 1.730e-01 1.985e-02 6.976e-03 1.120e-02 +89 TP 9 2.024e-02 8.226e-05 9.201e-03 2.564e-09 4.511e-02 3.902e-10 1.280e-02 2.537e-02 3.543e-01 1.624e-02 6.794e-03 3.116e-02 3.402e-03 6.717e-07 7.033e-03 1.754e-02 5.257e-04 4.950e-03 1.021e-02 4.664e-03 5.174e-03 8.525e-11 1.497e-03 2.894e-04 1.890e-02 3.093e-10 3.451e-03 5.721e-07 7.412e-03 7.385e-03 4.661e-02 4.315e-03 3.814e-03 1.914e-03 1.228e-09 9.367e-03 3.262e-09 1.668e-04 8.182e-02 1.009e-02 1.910e-03 6.977e-03 4.735e-03 1.150e-02 4.318e-10 2.754e-09 2.578e-02 1.062e-02 8.130e-03 1.585e-01 +89 TP 10 7.163e-09 1.042e-03 1.929e-10 2.500e-01 7.141e-04 7.640e-11 2.277e-03 1.279e-09 7.907e-04 3.508e-01 6.126e-11 1.275e-02 5.018e-10 4.749e-03 1.288e-04 1.391e-09 2.585e-05 8.726e-05 2.569e-03 1.373e-10 9.360e-09 2.389e-11 8.860e-02 3.184e-05 3.396e-04 4.005e-03 1.370e-10 1.204e-02 2.066e-01 2.301e-10 3.548e-10 1.662e-10 7.916e-11 4.311e-11 8.402e-11 6.037e-05 4.731e-04 1.991e-02 5.996e-04 4.063e-10 8.371e-05 2.327e-10 1.930e-10 1.277e-10 4.120e-02 5.757e-10 3.515e-07 4.473e-10 7.056e-05 9.052e-10 +89 TP 11 2.815e-10 4.749e-11 6.847e-10 1.371e-10 4.396e-03 6.089e-09 1.332e-03 4.544e-09 1.316e-10 1.707e-03 4.211e-01 4.740e-03 1.778e-02 1.922e-10 1.491e-04 6.370e-03 1.555e-02 3.739e-02 2.584e-10 1.510e-01 2.505e-02 4.748e-11 5.087e-11 2.294e-03 1.368e-10 4.823e-11 4.766e-02 1.119e-10 4.918e-04 4.285e-10 1.265e-03 9.818e-02 8.297e-02 2.796e-02 8.420e-03 2.118e-03 4.055e-03 5.766e-11 1.601e-10 3.535e-10 3.450e-03 5.074e-04 4.322e-03 1.156e-09 6.943e-11 4.001e-03 2.157e-10 9.614e-03 1.618e-02 1.761e-10 +89 TP 12 1.262e-09 6.727e-04 1.014e-10 1.913e-09 2.237e-04 1.925e-10 2.387e-03 4.751e-10 4.340e-09 3.275e-01 1.146e-10 8.548e-02 5.510e-08 3.655e-01 2.154e-10 1.294e-09 6.034e-11 2.513e-10 2.257e-06 2.752e-10 2.069e-10 9.887e-11 5.774e-02 5.503e-11 1.122e-09 1.598e-06 1.660e-10 2.568e-07 1.464e-01 2.206e-10 2.044e-09 1.499e-10 1.255e-10 1.064e-10 5.282e-11 2.640e-10 1.872e-03 1.222e-02 2.001e-09 2.867e-10 2.715e-10 2.952e-10 1.610e-10 1.958e-10 3.653e-09 1.305e-08 4.164e-10 1.530e-09 2.979e-10 7.289e-08 +89 TP 13 1.548e-09 1.029e-10 2.074e-03 4.475e-10 2.876e-02 3.093e-09 1.332e-02 1.878e-02 1.858e-03 6.153e-03 3.225e-09 2.145e-02 2.014e-02 2.544e-03 1.279e-07 8.605e-02 2.879e-10 2.141e-08 1.737e-03 2.079e-04 4.361e-09 1.237e-10 1.164e-03 4.657e-10 6.717e-03 1.140e-10 2.000e-09 2.899e-09 2.740e-03 3.483e-09 7.536e-03 1.645e-09 3.788e-09 4.097e-10 3.137e-04 1.649e-01 3.718e-02 2.615e-10 1.895e-02 2.431e-03 2.604e-02 2.757e-01 1.501e-02 9.346e-03 1.710e-10 2.485e-02 1.407e-03 1.891e-01 2.590e-09 1.365e-02 +89 TP 14 4.186e-03 1.447e-04 1.382e-03 5.206e-02 1.187e-02 3.623e-10 3.838e-02 3.964e-03 6.402e-03 1.048e-01 2.820e-03 3.656e-03 1.244e-03 3.928e-01 1.496e-03 3.782e-03 2.496e-04 1.251e-03 6.261e-03 4.333e-04 2.533e-03 4.151e-11 2.798e-02 1.140e-10 2.906e-02 2.811e-03 4.906e-04 1.798e-01 5.037e-02 2.962e-03 6.791e-03 1.459e-03 1.533e-03 8.756e-04 7.915e-05 1.907e-03 3.961e-03 5.163e-03 7.303e-03 2.175e-03 6.147e-04 1.146e-03 1.379e-03 3.045e-03 1.256e-02 1.220e-03 4.321e-03 1.890e-03 2.242e-03 7.113e-03 +89 TP 15 2.625e-01 1.939e-10 3.691e-02 2.554e-09 1.351e-02 2.645e-09 5.781e-05 2.782e-03 2.516e-03 3.812e-03 4.174e-02 1.285e-02 6.082e-02 1.375e-03 7.544e-02 5.625e-06 4.513e-03 3.776e-02 3.626e-09 2.689e-02 4.786e-02 1.861e-10 2.171e-03 1.804e-03 4.747e-03 1.304e-07 1.209e-02 3.566e-05 2.498e-03 7.984e-02 3.287e-05 3.599e-02 2.166e-02 1.003e-02 1.398e-03 1.765e-02 1.675e-02 5.328e-04 1.839e-02 5.657e-02 8.837e-09 6.877e-03 7.057e-03 4.598e-09 1.227e-09 8.721e-03 2.337e-02 2.210e-08 3.975e-02 6.995e-04 +89 TP 16 1.490e-09 6.211e-11 7.970e-10 2.787e-03 8.570e-02 4.507e-10 3.126e-02 2.105e-01 6.949e-04 2.138e-02 2.530e-10 4.911e-02 2.847e-03 8.697e-03 1.040e-09 1.066e-01 1.926e-10 7.157e-10 1.925e-02 3.143e-10 1.039e-09 5.909e-11 3.704e-03 1.884e-04 3.419e-03 1.404e-10 2.251e-04 8.530e-03 1.106e-02 1.345e-09 4.543e-02 1.188e-09 2.948e-09 1.781e-10 2.942e-05 5.893e-10 1.209e-01 3.886e-04 1.146e-01 7.461e-10 1.162e-02 1.613e-09 6.479e-04 6.405e-09 2.117e-10 1.267e-01 1.150e-02 2.170e-03 5.916e-10 6.836e-10 +89 TP 17 5.249e-11 2.660e-11 6.717e-11 4.369e-11 3.891e-04 1.081e-02 1.711e-04 1.066e-10 6.383e-11 9.737e-05 4.196e-10 2.781e-04 1.387e-03 7.023e-11 9.683e-10 7.145e-04 6.002e-01 4.446e-03 3.612e-05 8.923e-03 3.109e-03 2.662e-11 2.730e-11 5.811e-04 4.240e-11 2.692e-11 4.264e-02 4.302e-11 5.279e-11 6.016e-11 1.475e-04 5.628e-03 2.424e-02 1.530e-01 1.380e-01 1.726e-04 4.852e-04 2.672e-11 4.970e-11 1.045e-10 4.192e-04 1.083e-10 6.763e-04 7.688e-11 2.895e-11 7.180e-04 7.068e-11 1.120e-03 1.590e-03 3.910e-11 +89 TP 18 1.165e-09 4.908e-11 1.323e-01 1.256e-10 1.330e-02 1.112e-09 2.191e-03 4.063e-04 6.729e-10 2.796e-03 1.201e-09 1.100e-02 6.565e-02 1.073e-05 3.116e-04 2.213e-02 1.157e-03 3.952e-01 2.467e-10 7.798e-10 1.706e-01 4.908e-11 1.310e-10 6.931e-04 2.953e-10 5.205e-05 1.020e-03 1.067e-10 1.202e-03 3.881e-03 3.573e-03 1.143e-09 6.565e-10 8.511e-09 4.453e-10 1.044e-02 1.096e-02 4.181e-05 3.529e-04 4.245e-10 4.980e-03 1.215e-08 2.199e-02 5.615e-04 7.649e-11 1.138e-02 2.131e-09 3.633e-02 7.552e-02 4.317e-09 +89 TP 19 6.595e-03 5.759e-11 3.355e-03 1.932e-07 1.262e-09 1.787e-10 7.894e-02 1.146e-02 5.702e-03 3.671e-02 2.099e-03 7.995e-02 1.954e-03 5.287e-03 3.245e-03 9.535e-03 2.300e-04 2.131e-03 4.105e-01 1.204e-03 3.371e-03 4.199e-11 9.136e-03 7.239e-05 1.774e-01 4.331e-10 1.360e-03 6.398e-03 2.417e-02 3.517e-03 2.590e-02 2.855e-03 1.877e-03 6.783e-04 1.492e-04 2.079e-03 4.017e-03 1.451e-03 1.779e-02 1.603e-03 3.454e-04 3.019e-03 1.640e-03 4.979e-03 9.970e-04 6.404e-03 1.022e-02 3.254e-03 4.584e-03 2.186e-02 +89 TP 20 4.746e-10 4.522e-11 3.022e-10 7.361e-11 4.361e-03 1.295e-01 1.646e-03 9.994e-10 2.216e-10 4.785e-04 2.005e-09 2.950e-03 1.446e-02 1.363e-10 2.397e-10 4.824e-03 2.098e-02 2.068e-02 2.562e-09 4.149e-01 1.444e-02 4.522e-11 5.407e-05 1.478e-03 1.737e-10 6.162e-11 6.801e-02 1.013e-10 3.150e-04 7.125e-10 6.816e-04 4.383e-02 1.746e-01 3.933e-02 9.548e-03 1.588e-03 3.183e-03 4.616e-11 1.448e-04 2.633e-10 2.026e-03 5.744e-08 4.372e-03 4.402e-10 5.921e-11 3.158e-03 1.848e-10 7.316e-03 1.112e-02 1.177e-10 +89 TP 21 1.674e-03 4.781e-11 7.470e-02 1.130e-10 1.459e-02 4.110e-03 3.335e-03 1.248e-09 1.183e-09 2.303e-03 2.354e-02 1.020e-02 6.898e-02 7.326e-10 6.211e-04 2.149e-02 4.022e-03 5.920e-02 5.951e-06 1.005e-02 4.019e-01 4.789e-11 1.657e-04 1.147e-03 3.046e-10 6.416e-11 7.226e-03 8.777e-10 1.119e-03 1.166e-03 2.019e-03 2.293e-02 1.276e-02 4.259e-03 1.071e-03 4.350e-03 8.687e-03 3.812e-05 1.922e-05 7.093e-03 3.575e-03 5.167e-09 2.847e-02 3.741e-03 6.635e-11 9.115e-03 1.610e-09 3.214e-02 1.470e-01 1.172e-03 +89 TP 22 4.550e-10 3.478e-01 4.547e-10 1.690e-03 7.390e-10 4.546e-10 4.920e-10 4.658e-10 4.661e-10 1.097e-04 4.546e-10 8.506e-10 4.606e-10 6.421e-09 4.551e-10 4.549e-10 4.546e-10 4.616e-10 1.148e-03 4.546e-10 4.610e-10 5.950e-01 6.525e-04 4.547e-04 5.016e-10 2.411e-03 4.546e-10 7.242e-10 5.707e-10 4.551e-10 1.017e-09 4.695e-10 4.546e-10 4.546e-10 4.546e-10 4.547e-10 4.572e-10 4.955e-02 4.590e-10 4.683e-10 4.547e-10 4.548e-10 4.547e-10 4.566e-10 1.095e-03 4.557e-10 4.574e-10 4.551e-10 4.593e-10 4.696e-10 +89 TP 23 1.065e-10 1.726e-02 1.037e-10 5.100e-04 1.465e-10 3.130e-11 6.028e-09 1.221e-10 2.033e-10 1.416e-02 6.562e-11 1.734e-03 8.370e-11 4.942e-03 2.370e-10 1.672e-10 1.813e-05 8.322e-11 2.332e-10 4.588e-05 1.154e-10 1.141e-04 4.279e-01 4.757e-11 3.685e-10 1.529e-01 7.847e-11 7.236e-09 6.338e-02 2.134e-10 1.764e-09 5.460e-11 6.789e-11 5.077e-11 2.399e-11 7.950e-11 2.600e-10 2.361e-01 1.330e-10 1.313e-10 9.345e-11 1.312e-10 6.912e-11 1.183e-10 8.087e-02 1.150e-10 1.247e-10 1.551e-10 5.848e-11 2.611e-10 +89 TP 24 5.608e-10 3.530e-10 5.888e-10 4.960e-10 4.138e-03 3.031e-02 4.119e-04 5.833e-10 1.027e-03 8.967e-04 1.545e-09 2.526e-03 1.791e-02 5.100e-10 4.924e-04 6.218e-03 5.013e-03 7.678e-03 8.022e-10 4.294e-03 8.827e-03 3.529e-10 1.010e-08 8.181e-01 1.058e-09 3.878e-10 3.935e-03 5.887e-10 3.629e-10 1.524e-04 4.897e-04 1.351e-02 1.707e-02 1.142e-02 2.393e-02 6.406e-10 1.182e-03 1.391e-09 7.393e-10 8.813e-10 9.745e-10 6.432e-10 1.930e-04 2.515e-09 3.769e-10 1.884e-03 6.526e-10 1.244e-02 5.969e-03 6.097e-10 +89 TP 25 2.637e-02 3.895e-06 8.989e-03 3.986e-03 3.304e-02 4.524e-10 3.926e-02 2.098e-02 9.535e-02 3.197e-02 7.596e-03 4.228e-02 8.887e-03 1.734e-02 1.372e-02 3.422e-02 7.715e-04 8.350e-03 7.225e-02 4.640e-03 1.138e-02 4.596e-11 7.549e-03 4.938e-04 1.489e-01 4.556e-05 1.614e-03 1.311e-02 1.804e-02 1.619e-02 1.956e-02 8.291e-03 4.355e-03 1.517e-03 4.519e-04 1.129e-02 1.436e-02 8.144e-04 6.058e-02 1.078e-02 6.161e-03 9.165e-03 8.130e-03 1.505e-02 3.035e-03 9.019e-03 2.812e-02 1.461e-02 1.071e-02 7.671e-02 +89 TP 26 2.012e-03 1.208e-02 5.117e-04 1.720e-01 2.953e-09 1.026e-10 1.556e-02 2.134e-03 4.556e-03 7.123e-02 2.637e-04 1.359e-02 2.412e-04 6.345e-03 1.298e-03 1.589e-03 8.882e-11 3.115e-04 1.515e-02 7.289e-10 2.705e-04 1.254e-10 5.844e-09 2.638e-05 1.318e-02 2.211e-01 2.031e-04 4.179e-02 1.144e-01 5.341e-04 4.248e-03 2.043e-04 1.067e-04 1.051e-10 5.147e-11 2.780e-04 1.555e-03 1.151e-02 2.802e-03 5.894e-04 3.675e-04 5.829e-05 4.725e-04 2.806e-09 2.605e-01 6.911e-10 2.260e-03 2.782e-04 4.689e-04 3.915e-03 +89 TP 27 1.013e-10 3.226e-11 1.556e-10 4.618e-11 2.359e-03 4.278e-02 6.070e-04 1.143e-10 6.331e-11 5.414e-04 1.247e-09 8.728e-04 5.768e-03 1.021e-10 3.376e-10 2.636e-03 5.064e-02 1.372e-02 9.450e-11 3.872e-02 8.088e-03 3.225e-11 3.327e-11 1.503e-03 5.835e-11 3.245e-11 4.743e-01 4.406e-11 5.267e-05 9.467e-11 6.087e-04 2.359e-02 1.409e-01 1.514e-01 2.290e-02 7.907e-04 1.226e-03 3.275e-11 1.522e-10 9.935e-11 1.146e-03 6.574e-10 2.177e-03 4.305e-10 4.022e-11 1.620e-03 2.602e-10 3.784e-03 7.318e-03 5.980e-11 +89 TP 28 1.845e-02 7.544e-05 7.997e-03 2.777e-02 8.339e-07 3.448e-10 2.821e-04 1.837e-02 3.022e-02 4.776e-02 7.793e-03 3.413e-02 4.048e-03 3.523e-02 7.998e-03 1.986e-02 7.506e-04 5.128e-03 1.319e-01 3.602e-03 7.583e-03 4.223e-11 1.582e-02 1.748e-04 1.442e-01 2.198e-03 1.977e-03 1.478e-01 3.214e-02 1.010e-02 2.443e-02 5.815e-03 3.805e-03 9.870e-04 1.851e-04 6.926e-03 1.174e-02 4.614e-03 3.956e-02 1.012e-02 1.991e-03 9.288e-03 5.207e-03 1.208e-02 1.057e-02 6.294e-03 2.060e-02 1.377e-02 1.123e-02 3.742e-02 +89 TP 29 3.084e-10 3.438e-03 9.098e-11 4.674e-02 2.123e-07 4.932e-11 1.347e-03 1.556e-10 2.519e-10 6.857e-02 1.195e-10 2.348e-03 5.349e-11 2.699e-06 9.218e-11 2.382e-10 2.823e-11 6.561e-11 4.926e-09 6.959e-11 1.037e-09 5.198e-05 2.488e-01 2.441e-11 4.080e-10 1.475e-02 1.433e-10 5.384e-04 3.690e-01 9.412e-11 8.658e-10 7.657e-11 1.295e-10 4.805e-11 2.354e-11 1.079e-10 3.151e-10 6.104e-02 2.356e-10 1.393e-10 2.315e-08 1.141e-10 6.389e-11 7.443e-11 1.835e-01 2.010e-10 4.118e-10 9.911e-11 1.278e-10 1.216e-10 +89 TP 30 5.567e-03 1.024e-10 4.119e-02 2.682e-10 1.111e-02 1.623e-07 5.655e-03 5.960e-09 2.192e-09 4.516e-03 4.767e-02 8.503e-03 5.280e-02 1.004e-09 1.500e-05 2.478e-02 5.495e-03 6.457e-02 1.422e-09 2.324e-02 6.296e-02 1.347e-10 6.564e-04 1.321e-03 2.329e-09 1.716e-10 1.458e-02 7.113e-10 2.620e-03 1.877e-01 3.510e-03 5.452e-02 2.649e-02 1.215e-02 2.284e-03 1.720e-02 1.369e-02 1.639e-04 2.067e-03 1.502e-01 6.182e-03 1.070e-08 2.046e-09 1.900e-02 1.998e-10 1.208e-02 4.671e-09 4.077e-03 1.063e-01 5.092e-03 +89 TP 31 1.848e-08 1.683e-10 4.106e-10 6.073e-03 1.714e-01 6.109e-04 3.088e-09 5.369e-09 3.508e-02 1.406e-02 8.825e-10 2.108e-02 5.355e-04 2.691e-06 4.921e-09 2.996e-03 1.676e-04 7.245e-10 4.944e-05 7.195e-10 7.384e-08 7.297e-11 2.316e-04 2.256e-05 3.372e-01 3.671e-10 3.464e-10 2.693e-09 7.024e-03 2.890e-10 3.788e-01 2.004e-09 4.788e-10 2.182e-10 2.146e-10 1.539e-09 1.753e-05 5.202e-04 8.913e-03 4.310e-10 7.230e-04 1.834e-09 3.802e-10 5.575e-05 1.549e-09 5.983e-03 2.008e-09 1.101e-09 4.548e-10 8.463e-03 +89 TP 32 1.067e-03 3.774e-11 5.826e-10 1.354e-10 8.650e-03 4.821e-10 2.312e-03 5.143e-10 1.597e-05 1.339e-03 1.124e-01 5.927e-03 3.400e-02 1.536e-05 4.563e-04 1.485e-02 7.328e-03 1.278e-01 1.798e-10 3.155e-02 5.928e-02 3.777e-11 8.398e-09 1.047e-03 4.122e-10 6.043e-10 1.788e-02 9.025e-10 8.780e-04 3.426e-09 1.699e-03 4.484e-01 3.305e-02 8.696e-03 3.827e-03 3.539e-03 6.076e-03 1.467e-04 5.561e-10 4.360e-10 1.525e-03 1.689e-08 8.502e-03 6.477e-10 7.009e-11 4.911e-03 9.638e-10 1.858e-02 3.395e-02 2.595e-04 +89 TP 33 1.431e-10 3.350e-11 9.289e-10 4.716e-11 2.711e-03 8.274e-02 6.541e-04 1.079e-10 8.629e-11 8.195e-04 7.648e-10 2.429e-03 1.039e-02 1.011e-10 7.970e-11 4.570e-03 3.004e-02 2.257e-02 2.731e-10 1.079e-01 1.343e-02 3.350e-05 3.501e-11 1.314e-03 1.340e-10 3.363e-11 1.421e-01 6.877e-11 3.602e-04 2.362e-10 1.368e-03 4.610e-02 4.327e-01 5.796e-02 1.570e-02 1.342e-03 2.263e-03 3.422e-11 1.662e-10 1.318e-10 1.332e-03 3.162e-10 2.545e-03 1.780e-10 4.191e-11 2.314e-03 4.901e-10 6.187e-03 8.119e-03 6.186e-11 +89 TP 34 8.234e-11 2.986e-11 1.071e-10 4.194e-11 1.048e-03 2.321e-02 1.304e-04 2.025e-10 5.811e-11 7.141e-05 7.017e-10 6.282e-04 3.943e-03 1.254e-10 4.510e-11 1.496e-03 1.691e-01 7.461e-03 1.367e-10 1.817e-02 4.211e-03 2.986e-11 3.072e-11 8.718e-04 4.627e-11 2.994e-11 1.428e-01 4.186e-11 1.368e-04 1.341e-10 1.022e-04 1.184e-02 5.450e-02 5.135e-01 3.639e-02 7.015e-04 9.691e-04 3.025e-11 1.045e-10 8.560e-11 5.637e-04 4.104e-10 1.032e-03 8.886e-11 3.628e-11 6.922e-04 4.657e-11 2.874e-03 3.464e-03 4.429e-11 +89 TP 35 1.144e-10 3.218e-11 6.528e-11 6.452e-11 7.886e-05 6.243e-03 8.798e-05 9.908e-11 5.954e-11 4.353e-05 4.973e-10 1.244e-04 3.197e-04 1.342e-10 4.370e-11 3.858e-04 1.694e-01 2.148e-03 1.786e-05 5.710e-03 1.062e-03 3.232e-11 3.471e-11 1.320e-03 4.894e-11 3.233e-11 2.522e-02 1.305e-10 3.359e-11 1.061e-10 1.731e-04 3.516e-03 1.156e-02 3.956e-02 7.298e-01 2.524e-04 2.071e-04 3.257e-11 2.191e-10 7.827e-11 1.213e-04 2.841e-10 4.917e-04 7.157e-11 3.527e-11 7.002e-05 5.181e-11 4.393e-04 1.568e-03 3.737e-11 +89 TP 36 3.310e-01 1.020e-04 1.215e-09 7.892e-10 1.860e-02 5.050e-09 5.718e-03 2.958e-03 4.959e-04 1.066e-02 1.609e-03 1.484e-02 4.368e-03 2.100e-09 2.385e-09 3.689e-02 8.472e-10 7.198e-04 5.435e-09 1.497e-04 2.241e-09 1.060e-10 8.657e-10 6.539e-04 1.334e-03 1.691e-10 6.158e-05 1.111e-09 1.426e-03 4.668e-09 5.074e-03 5.006e-05 8.456e-09 7.556e-10 2.453e-04 3.708e-01 7.737e-03 1.404e-10 1.114e-02 1.562e-09 3.498e-09 4.119e-05 3.852e-09 4.175e-02 1.441e-04 8.219e-03 5.834e-09 1.232e-01 1.057e-05 5.706e-09 +89 TP 37 5.696e-04 7.874e-05 2.929e-10 2.818e-03 1.833e-01 1.948e-04 5.068e-02 1.057e-09 2.269e-01 4.026e-02 5.405e-10 8.403e-02 1.892e-04 1.263e-02 9.541e-04 2.782e-03 1.263e-10 1.686e-04 1.345e-03 1.889e-04 6.623e-10 8.024e-11 6.337e-03 8.192e-06 1.706e-09 2.560e-10 9.398e-10 7.706e-03 2.020e-02 7.182e-04 1.673e-01 9.313e-10 1.035e-09 1.281e-04 9.569e-11 1.030e-03 1.755e-01 3.576e-04 3.093e-09 4.194e-04 9.579e-04 1.966e-04 6.129e-10 1.415e-09 1.590e-03 8.898e-03 1.240e-09 1.557e-03 1.029e-04 3.061e-09 +89 TP 38 1.715e-04 1.134e-01 4.666e-05 2.027e-02 9.547e-05 2.542e-11 1.507e-03 4.743e-04 4.741e-04 1.091e-02 5.857e-11 1.095e-03 3.383e-10 1.826e-03 1.561e-04 8.766e-11 2.263e-11 4.265e-05 1.656e-03 2.284e-11 3.833e-11 1.805e-03 1.129e-01 2.263e-11 1.627e-03 1.202e-01 2.530e-11 3.194e-03 2.950e-02 5.877e-05 2.379e-04 4.496e-05 6.828e-05 2.260e-11 2.231e-11 8.571e-10 8.281e-10 5.262e-01 2.420e-04 1.095e-04 5.691e-05 1.552e-04 3.608e-06 9.369e-11 5.065e-02 2.177e-04 9.575e-05 3.027e-11 2.907e-05 5.308e-04 +89 TP 39 1.584e-06 3.012e-05 4.312e-10 2.286e-09 5.719e-02 3.381e-04 1.757e-03 8.258e-02 7.847e-07 1.621e-02 1.006e-09 3.548e-02 1.394e-09 4.772e-04 1.782e-09 3.993e-02 1.068e-04 6.877e-10 6.520e-03 4.338e-09 4.419e-09 5.639e-11 5.876e-03 3.630e-10 3.248e-03 2.452e-10 5.037e-10 4.577e-03 1.105e-02 7.995e-10 2.628e-02 5.797e-10 9.787e-04 2.623e-04 8.140e-10 2.614e-03 6.847e-02 3.280e-04 3.767e-01 7.712e-10 8.108e-03 5.979e-04 9.130e-10 1.451e-04 8.689e-10 2.657e-09 8.356e-09 2.826e-09 1.019e-03 2.492e-01 +89 TP 40 1.353e-03 1.076e-10 1.226e-01 2.594e-10 6.115e-09 7.501e-09 3.573e-08 2.031e-09 7.665e-10 1.746e-03 9.837e-02 3.216e-03 4.180e-09 7.633e-06 5.598e-07 8.818e-09 8.434e-03 1.204e-01 1.058e-06 5.638e-02 1.831e-01 1.031e-10 3.492e-10 2.221e-03 5.201e-10 1.174e-10 3.079e-02 7.002e-10 9.657e-04 1.256e-09 2.078e-03 9.417e-02 4.437e-02 1.733e-02 3.933e-03 1.343e-03 5.560e-03 2.701e-04 2.677e-09 1.956e-01 4.112e-04 3.338e-09 1.076e-09 2.503e-09 1.626e-10 5.345e-03 6.872e-08 5.627e-09 2.424e-09 7.677e-07 +89 TP 41 4.754e-03 1.790e-10 1.450e-09 1.045e-09 2.510e-02 6.891e-10 1.027e-04 1.472e-08 4.740e-09 1.277e-02 8.237e-10 1.946e-02 4.676e-09 3.800e-09 3.918e-02 2.621e-01 5.053e-10 1.650e-09 7.604e-09 5.423e-10 1.892e-03 1.790e-10 3.944e-03 1.918e-09 9.337e-03 4.100e-10 1.380e-09 1.949e-09 4.314e-03 3.982e-03 1.412e-07 3.804e-09 7.194e-10 6.138e-10 4.945e-04 2.504e-09 1.059e-02 1.516e-09 9.256e-09 4.036e-09 3.120e-01 6.469e-03 4.299e-09 8.520e-06 4.178e-10 8.171e-09 2.794e-01 9.939e-09 4.174e-03 2.150e-09 +89 TP 42 1.168e-02 8.744e-11 9.360e-03 3.141e-10 1.923e-02 2.302e-03 5.099e-03 2.619e-03 1.545e-09 7.131e-03 5.959e-03 1.477e-02 3.246e-09 3.176e-10 3.817e-09 4.292e-02 1.876e-03 1.570e-02 1.695e-03 6.778e-03 2.246e-02 8.155e-11 4.302e-04 7.352e-04 9.399e-10 8.947e-11 5.412e-03 6.999e-08 2.103e-03 1.213e-01 7.060e-03 1.341e-02 6.493e-03 2.139e-03 1.106e-03 6.091e-02 1.512e-02 1.486e-04 5.318e-03 2.157e-02 1.088e-02 3.950e-01 2.366e-02 1.347e-02 1.622e-10 1.001e-02 3.242e-03 7.672e-02 3.426e-02 6.785e-09 +89 TP 43 3.711e-09 1.069e-10 4.401e-09 2.391e-10 2.073e-02 1.246e-09 4.204e-04 1.226e-03 1.128e-09 5.310e-03 1.266e-09 1.490e-02 4.593e-02 5.833e-10 2.101e-09 2.985e-02 4.268e-04 1.244e-08 6.132e-08 1.092e-09 1.258e-08 1.008e-04 1.848e-08 4.959e-09 1.085e-09 1.260e-10 9.385e-10 9.041e-10 3.122e-04 1.980e-01 5.773e-03 2.249e-09 1.021e-09 8.111e-10 1.622e-08 1.838e-02 1.281e-02 2.298e-04 1.576e-03 3.480e-03 5.504e-03 1.427e-01 3.802e-01 1.517e-08 1.863e-10 1.184e-02 7.330e-03 9.297e-02 4.651e-09 6.118e-09 +89 TP 44 8.889e-02 8.875e-11 4.950e-04 9.477e-10 3.033e-02 4.560e-10 7.505e-03 5.970e-03 1.698e-03 1.058e-02 8.047e-10 2.112e-02 1.413e-08 1.426e-09 1.359e-01 9.502e-02 4.273e-10 4.670e-04 8.329e-04 5.598e-10 2.301e-06 8.819e-11 3.094e-09 3.291e-10 1.573e-08 8.916e-05 1.416e-03 1.160e-03 2.494e-03 1.249e-04 9.939e-03 1.413e-09 6.809e-10 4.422e-04 4.194e-10 5.678e-02 2.020e-02 1.787e-04 1.537e-02 1.561e-03 4.110e-02 2.382e-03 2.120e-02 3.352e-01 2.372e-10 2.052e-02 1.453e-02 4.631e-02 1.014e-02 4.867e-09 +89 TP 45 3.772e-03 2.312e-03 1.766e-03 2.980e-01 7.143e-06 1.233e-10 2.623e-02 3.014e-03 6.857e-03 8.469e-02 9.196e-04 3.623e-02 1.569e-10 3.079e-03 1.833e-03 3.091e-03 1.014e-10 6.086e-04 3.426e-02 2.768e-04 8.331e-04 5.797e-11 4.645e-04 3.896e-11 3.258e-02 5.528e-02 5.124e-05 6.993e-02 2.029e-04 2.356e-03 6.466e-03 3.183e-04 4.519e-04 1.553e-04 3.527e-11 5.477e-04 1.003e-03 2.849e-02 8.610e-03 1.810e-03 1.003e-03 1.155e-03 7.608e-04 3.266e-03 2.636e-01 4.481e-10 3.374e-03 4.476e-04 1.333e-03 8.584e-03 +89 TP 46 1.373e-03 2.018e-04 6.785e-10 3.393e-03 1.318e-01 6.682e-10 5.132e-02 3.350e-09 5.265e-08 3.458e-02 5.261e-10 6.106e-02 3.847e-03 1.472e-02 5.931e-10 3.637e-09 5.413e-10 4.917e-04 8.462e-03 1.419e-09 1.284e-09 1.396e-10 2.269e-03 4.471e-04 4.389e-03 2.868e-10 1.844e-05 4.973e-03 1.478e-02 1.387e-09 7.775e-02 5.370e-10 1.212e-09 3.804e-04 3.138e-10 2.837e-09 2.478e-01 8.829e-04 2.322e-01 8.717e-10 1.316e-09 4.372e-09 1.037e-09 1.851e-09 1.387e-09 1.028e-01 1.380e-09 6.237e-06 6.494e-09 3.148e-09 +89 TP 47 7.530e-02 8.385e-11 1.085e-02 5.450e-10 2.399e-02 1.998e-04 3.448e-03 1.449e-02 3.636e-05 5.891e-03 1.495e-02 1.734e-02 1.272e-02 2.285e-04 1.084e-01 5.393e-02 1.809e-03 1.473e-02 8.612e-09 1.052e-02 1.961e-02 8.292e-11 1.555e-04 2.537e-10 2.116e-03 2.266e-10 4.884e-03 3.579e-04 4.801e-03 3.286e-02 1.105e-02 1.600e-02 9.494e-03 2.759e-03 1.624e-04 2.755e-02 1.427e-02 1.240e-04 2.351e-02 2.415e-02 4.204e-09 2.467e-02 1.281e-02 4.597e-02 2.641e-10 8.686e-03 2.703e-01 5.176e-02 2.304e-02 3.144e-05 +89 TP 48 4.675e-09 3.485e-10 1.440e-03 7.076e-08 5.609e-02 5.773e-10 1.881e-02 1.571e-02 1.202e-02 1.470e-02 1.294e-09 3.643e-02 1.611e-06 5.432e-04 1.656e-09 1.918e-01 2.413e-10 9.316e-10 9.519e-03 3.456e-10 6.163e-09 7.651e-11 2.882e-03 3.390e-04 8.277e-03 1.303e-08 3.301e-04 4.428e-03 9.116e-03 3.139e-03 2.626e-02 1.019e-04 1.532e-03 2.768e-10 1.442e-10 4.093e-09 5.396e-02 7.361e-10 2.272e-02 4.317e-03 1.170e-01 2.309e-09 2.764e-09 2.462e-01 3.711e-10 6.050e-02 2.453e-09 7.316e-02 3.817e-05 8.684e-03 +89 TP 49 2.074e-03 5.043e-11 1.335e-07 1.966e-10 1.954e-02 2.457e-03 3.042e-03 1.490e-03 8.576e-10 4.924e-03 4.701e-09 1.389e-02 1.051e-01 4.915e-06 3.854e-03 3.380e-02 3.441e-10 2.083e-03 6.997e-04 1.238e-03 1.467e-09 5.409e-11 1.459e-04 8.185e-04 4.546e-10 6.056e-11 5.445e-05 4.070e-10 2.108e-03 1.867e-02 4.692e-03 3.871e-09 1.573e-03 6.857e-04 5.092e-04 7.899e-03 1.002e-02 8.583e-11 1.311e-03 1.480e-01 4.952e-03 1.866e-03 1.039e-01 7.730e-04 8.167e-11 1.339e-02 6.485e-03 5.033e-02 4.268e-01 7.751e-04 +89 TP 50 8.421e-02 1.137e-10 2.134e-02 6.226e-04 2.454e-02 7.422e-09 2.670e-02 2.785e-02 1.235e-04 1.323e-02 1.942e-02 1.339e-02 1.998e-02 1.051e-02 3.361e-02 3.604e-02 1.649e-03 2.667e-02 1.775e-02 1.413e-02 2.845e-02 8.015e-11 1.179e-03 1.238e-03 2.891e-02 6.408e-10 6.080e-03 4.290e-03 7.679e-03 3.875e-02 1.781e-02 2.290e-02 8.839e-03 4.243e-03 1.289e-03 3.235e-02 2.137e-02 1.990e-10 3.393e-03 3.363e-02 3.300e-09 3.489e-02 1.639e-02 6.051e-02 7.049e-10 6.423e-09 1.209e-01 3.499e-02 3.655e-02 4.155e-02 +90 IP 1 3.775e-01 +90 IP 2 2.873e-09 +90 IP 3 2.915e-09 +90 IP 4 2.857e-09 +90 IP 5 2.850e-09 +90 IP 6 2.850e-09 +90 IP 7 1.969e-02 +90 IP 8 5.506e-03 +90 IP 9 2.849e-09 +90 IP 10 2.849e-09 +90 IP 11 2.851e-09 +90 IP 12 3.151e-09 +90 IP 13 2.853e-09 +90 IP 14 2.889e-09 +90 IP 15 2.856e-09 +90 IP 16 2.853e-09 +90 IP 17 2.849e-09 +90 IP 18 2.849e-09 +90 IP 19 2.849e-09 +90 IP 20 2.850e-09 +90 IP 21 3.377e-01 +90 IP 22 1.727e-01 +90 IP 23 2.898e-09 +90 IP 24 3.170e-02 +90 IP 25 2.849e-09 +90 IP 26 8.473e-03 +90 IP 27 2.852e-09 +90 IP 28 1.778e-02 +90 IP 29 2.849e-09 +90 IP 30 2.849e-09 +90 IP 31 4.202e-03 +90 IP 32 3.347e-08 +90 IP 33 2.849e-09 +90 IP 34 2.849e-09 +90 IP 35 2.849e-09 +90 IP 36 2.853e-09 +90 IP 37 2.849e-09 +90 IP 38 2.886e-09 +90 IP 39 2.471e-02 +90 IP 40 2.897e-09 +90 IP 41 2.849e-09 +90 IP 42 2.900e-09 +90 IP 43 2.878e-09 +90 IP 44 2.849e-09 +90 IP 45 2.851e-09 +90 IP 46 2.849e-09 +90 IP 47 2.849e-09 +90 IP 48 2.849e-09 +90 EP 1 6.916e-11 7.178e-11 4.560e-10 9.996e-01 5.030e-08 3.920e-04 2.583e-10 2.269e-10 9.604e-11 1.327e-10 9.515e-11 7.860e-11 4.338e-05 7.030e-11 7.536e-11 6.940e-11 6.956e-11 6.988e-11 6.929e-11 6.925e-11 6.925e-11 6.937e-11 6.918e-11 6.919e-11 6.927e-11 6.920e-11 6.917e-11 6.931e-11 6.917e-11 6.918e-11 6.922e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.916e-11 6.918e-11 +90 EP 2 9.438e-11 9.438e-11 9.441e-11 9.553e-11 9.476e-11 1.201e-10 1.730e-10 1.646e-10 2.891e-04 1.294e-03 1.047e-03 1.205e-03 4.701e-05 6.517e-04 9.927e-04 2.446e-03 3.435e-10 2.387e-03 2.127e-09 1.244e-08 3.533e-03 3.166e-03 5.755e-10 1.111e-01 4.106e-01 3.073e-01 1.188e-01 7.091e-03 2.417e-09 1.714e-02 5.946e-03 2.439e-03 3.641e-09 1.309e-03 8.732e-10 4.538e-10 5.082e-04 3.710e-04 5.841e-10 8.059e-10 1.538e-10 3.313e-10 1.241e-10 1.112e-10 2.039e-05 9.782e-11 1.088e-10 7.140e-10 9.670e-11 9.984e-11 9.448e-11 9.705e-11 1.031e-10 9.624e-11 9.451e-11 4.146e-05 9.438e-11 8.476e-05 9.747e-11 9.438e-11 9.438e-11 9.438e-11 1.089e-10 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.608e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 9.438e-11 2.264e-04 +90 EP 3 2.905e-11 2.905e-11 2.923e-11 3.209e-11 6.935e-11 7.788e-04 2.703e-03 1.018e-09 9.885e-01 3.352e-04 4.911e-06 2.499e-03 1.512e-03 9.692e-04 1.382e-03 7.059e-04 2.251e-04 2.205e-04 1.179e-10 3.204e-10 8.989e-11 1.217e-10 2.668e-05 9.292e-11 4.926e-05 9.301e-11 7.124e-11 1.397e-10 3.081e-11 4.387e-11 3.412e-11 3.675e-11 3.123e-11 3.469e-11 2.979e-11 2.938e-11 2.945e-11 2.915e-11 3.020e-11 2.907e-11 2.908e-11 3.015e-11 2.905e-11 2.906e-11 2.909e-11 2.914e-11 2.905e-11 2.906e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.911e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.906e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 2.905e-11 6.957e-05 +90 EP 4 5.158e-11 5.158e-11 5.163e-11 5.345e-11 9.511e-11 8.718e-10 9.061e-09 1.304e-10 8.369e-10 9.793e-10 2.396e-03 5.349e-01 4.142e-01 2.504e-02 1.769e-03 5.755e-03 1.081e-03 5.692e-03 3.609e-03 1.456e-04 1.513e-03 2.293e-03 4.453e-10 4.900e-10 1.042e-03 3.546e-05 2.212e-04 2.017e-04 1.113e-10 2.328e-09 3.090e-10 1.131e-10 3.747e-06 1.841e-10 1.360e-10 4.642e-10 5.497e-11 5.345e-11 5.505e-11 6.064e-11 6.744e-11 5.593e-11 5.210e-11 5.237e-11 5.184e-11 5.337e-11 5.160e-11 5.166e-11 5.158e-11 5.158e-11 5.167e-11 5.158e-11 5.158e-11 5.159e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.410e-11 5.158e-11 5.160e-11 5.158e-11 5.158e-11 5.165e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 5.158e-11 1.198e-04 +90 EP 5 4.387e-11 4.387e-11 4.388e-11 4.401e-11 4.390e-11 4.788e-11 4.463e-11 5.180e-11 1.425e-04 7.818e-05 2.099e-07 2.139e-10 1.330e-04 1.126e-10 1.146e-10 1.037e-04 8.888e-05 4.055e-04 4.105e-04 2.303e-10 6.745e-04 7.064e-09 1.224e-03 1.829e-03 1.704e-03 2.903e-10 4.773e-10 1.224e-08 1.854e-01 5.525e-01 2.389e-01 1.638e-09 8.168e-10 8.044e-03 3.012e-03 2.089e-03 6.337e-04 7.495e-04 5.930e-04 1.431e-04 3.614e-04 3.472e-10 1.268e-10 1.011e-04 1.418e-10 8.026e-11 8.643e-11 1.322e-10 5.576e-11 8.238e-11 7.107e-11 4.964e-11 4.587e-11 4.574e-11 5.183e-11 5.283e-11 4.459e-11 5.483e-11 4.797e-11 4.489e-11 4.406e-11 4.417e-11 4.616e-11 4.390e-11 4.735e-11 4.395e-11 4.732e-11 4.396e-11 4.388e-11 4.426e-11 7.728e-11 4.387e-11 4.387e-11 4.387e-11 4.390e-11 4.387e-11 4.387e-11 4.387e-11 4.391e-11 4.387e-11 4.390e-11 4.387e-11 4.387e-11 4.388e-11 4.387e-11 4.387e-11 4.387e-11 4.387e-11 4.387e-11 4.387e-11 7.349e-04 +90 EP 6 9.948e-11 9.948e-11 9.949e-11 1.001e-10 9.950e-11 1.638e-10 1.002e-10 1.010e-10 1.273e-04 3.072e-10 1.317e-10 2.321e-10 1.042e-04 5.100e-10 2.887e-10 4.881e-09 2.002e-07 2.154e-05 1.329e-04 3.863e-04 7.975e-04 1.516e-03 2.742e-04 2.072e-09 9.708e-04 6.761e-10 4.573e-10 3.984e-03 5.341e-10 6.495e-10 1.653e-01 3.348e-01 2.983e-01 1.421e-01 4.006e-02 1.742e-09 1.452e-03 1.945e-09 2.372e-03 1.821e-03 3.029e-09 2.105e-03 1.475e-03 4.324e-10 7.304e-05 5.408e-10 3.177e-04 1.889e-04 2.141e-10 1.530e-10 1.612e-10 1.124e-10 1.188e-10 1.492e-10 1.402e-10 1.876e-10 1.009e-10 1.734e-10 1.148e-10 1.037e-10 1.115e-10 9.978e-11 1.317e-10 9.948e-11 9.948e-11 9.991e-11 9.964e-11 9.994e-11 9.948e-11 9.949e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.988e-11 9.948e-11 1.000e-10 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 9.948e-11 1.355e-03 +90 EP 7 2.063e-11 2.063e-11 2.071e-11 2.474e-11 3.854e-11 1.285e-03 1.043e-09 9.269e-01 4.183e-02 2.374e-02 3.247e-03 7.915e-04 1.212e-03 7.070e-04 2.665e-04 1.011e-09 2.511e-10 8.268e-10 1.225e-10 5.883e-11 3.322e-11 7.587e-11 3.623e-11 1.202e-05 7.239e-10 2.682e-11 3.504e-11 3.774e-11 2.178e-11 2.558e-11 2.557e-11 2.177e-11 2.181e-11 2.136e-11 2.194e-11 2.091e-11 2.075e-11 2.069e-11 2.117e-11 2.068e-11 2.065e-11 2.092e-11 2.063e-11 2.063e-11 2.063e-11 2.102e-11 2.064e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.064e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.066e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 2.063e-11 4.791e-11 +90 EP 8 4.113e-11 4.113e-11 4.170e-11 4.622e-11 1.071e-10 7.365e-04 1.941e-09 1.798e-09 6.361e-01 3.515e-01 7.308e-03 3.641e-03 1.286e-09 1.462e-09 4.538e-04 5.690e-10 1.897e-04 2.052e-08 4.055e-10 1.644e-10 9.156e-11 8.383e-10 9.407e-11 1.507e-10 7.636e-11 3.683e-06 9.012e-11 9.402e-11 5.608e-11 1.049e-10 1.783e-10 4.791e-11 4.386e-11 4.434e-11 1.047e-10 4.257e-11 4.185e-11 4.138e-11 4.261e-11 4.155e-11 4.121e-11 4.115e-11 4.116e-11 4.115e-11 4.115e-11 4.119e-11 4.117e-11 4.115e-11 4.113e-11 4.113e-11 4.113e-11 4.137e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.145e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 4.113e-11 6.815e-11 +90 EP 9 1.131e-10 1.131e-10 1.131e-10 1.152e-10 1.140e-10 1.636e-10 2.062e-10 1.915e-09 2.714e-09 2.465e-03 7.815e-06 3.816e-03 3.383e-06 3.703e-03 1.554e-03 4.210e-03 7.367e-10 5.307e-05 1.522e-09 2.212e-08 5.199e-01 3.611e-01 8.233e-02 1.811e-02 2.553e-09 6.472e-06 4.179e-08 2.067e-09 7.206e-04 9.180e-09 4.092e-07 1.642e-04 1.108e-09 2.241e-09 1.128e-09 3.506e-10 1.740e-10 4.022e-04 1.912e-10 3.040e-10 9.003e-05 1.452e-10 1.366e-10 1.228e-10 7.966e-10 1.149e-10 1.636e-10 1.176e-10 1.135e-10 1.146e-10 1.132e-10 1.163e-10 1.135e-10 1.142e-10 1.132e-10 1.140e-10 1.131e-10 1.141e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.411e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.153e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.131e-10 1.401e-03 +90 EP 10 4.452e-11 4.452e-11 4.452e-11 4.459e-11 4.453e-11 4.463e-11 4.502e-11 4.665e-11 3.510e-05 6.786e-11 8.856e-05 7.804e-11 1.188e-10 6.577e-11 7.426e-05 3.353e-04 2.124e-10 7.737e-10 1.555e-10 4.039e-04 7.541e-10 7.718e-04 4.671e-05 6.038e-04 9.890e-04 4.637e-10 1.732e-03 6.702e-03 6.534e-10 1.115e-08 3.279e-01 4.713e-01 1.808e-01 2.847e-09 6.848e-10 1.538e-09 3.872e-03 4.926e-04 2.164e-03 2.358e-04 3.960e-04 1.851e-09 3.382e-04 3.744e-10 1.497e-10 1.160e-10 8.182e-11 1.128e-10 5.750e-11 7.624e-10 6.599e-05 5.344e-11 4.622e-11 4.563e-11 5.526e-11 4.963e-11 4.906e-11 4.816e-11 6.852e-11 4.483e-11 4.453e-11 4.457e-11 4.462e-11 4.452e-11 5.263e-11 4.454e-11 5.288e-11 4.454e-11 4.452e-11 4.473e-11 2.354e-10 4.452e-11 4.452e-11 4.452e-11 4.452e-11 4.452e-11 4.452e-11 4.452e-11 4.466e-11 4.452e-11 4.452e-11 4.452e-11 4.452e-11 4.461e-11 4.452e-11 4.452e-11 4.452e-11 4.452e-11 4.452e-11 4.452e-11 6.654e-04 +90 EP 11 6.619e-11 6.619e-11 6.623e-11 6.795e-11 9.022e-11 4.293e-10 1.176e-10 6.200e-10 9.674e-04 5.661e-04 1.012e-03 3.110e-04 4.719e-10 1.059e-02 4.744e-02 8.862e-01 3.788e-02 7.920e-03 3.181e-03 1.684e-03 9.197e-10 1.777e-09 1.184e-09 1.283e-09 3.912e-04 7.178e-04 9.421e-04 4.972e-10 1.317e-04 2.624e-10 7.016e-05 6.445e-10 1.153e-05 1.023e-10 2.356e-10 9.044e-11 8.560e-11 8.277e-11 6.815e-11 6.992e-11 7.041e-11 7.184e-11 6.653e-11 6.729e-11 6.643e-11 7.126e-11 6.714e-11 6.678e-11 6.684e-11 6.673e-11 6.624e-11 6.621e-11 6.622e-11 6.619e-11 6.619e-11 6.620e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.632e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.630e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.621e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 6.619e-11 4.431e-10 +90 EP 12 3.688e-11 3.688e-11 3.708e-11 3.851e-11 1.516e-10 5.297e-10 4.372e-03 2.786e-10 6.038e-02 9.015e-01 2.916e-02 3.517e-09 3.819e-05 8.835e-05 2.072e-03 8.039e-04 8.464e-04 3.229e-04 8.932e-10 1.645e-10 1.202e-04 6.162e-05 9.314e-05 9.935e-05 1.376e-10 6.397e-10 1.494e-10 1.749e-05 4.569e-11 4.559e-11 5.375e-11 4.717e-11 3.999e-11 3.908e-11 5.057e-11 3.768e-11 3.733e-11 3.725e-11 3.718e-11 3.773e-11 3.691e-11 3.702e-11 3.691e-11 3.689e-11 3.698e-11 4.503e-11 3.689e-11 3.695e-11 3.688e-11 3.688e-11 3.688e-11 3.690e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.759e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 3.688e-11 2.429e-10 +90 EP 13 8.390e-11 8.390e-11 8.392e-11 8.473e-11 8.512e-11 9.306e-11 4.570e-04 2.455e-10 1.341e-10 2.178e-08 1.124e-03 1.359e-03 4.394e-10 7.518e-04 5.072e-10 3.814e-03 8.272e-10 4.847e-03 1.312e-01 8.103e-01 1.270e-08 2.364e-02 1.169e-02 4.942e-03 1.445e-03 2.231e-04 7.370e-09 1.816e-03 1.329e-03 1.052e-09 2.289e-04 1.968e-10 2.618e-10 4.558e-10 1.627e-04 7.736e-10 4.318e-10 2.876e-04 2.013e-10 1.264e-10 1.578e-10 9.571e-11 9.061e-11 1.050e-10 8.598e-11 8.998e-11 2.384e-10 2.072e-10 9.588e-11 8.480e-11 8.402e-11 8.437e-11 8.436e-11 8.440e-11 8.395e-11 8.390e-11 8.390e-11 8.392e-11 8.390e-11 8.390e-11 8.393e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.439e-11 8.390e-11 8.427e-11 8.390e-11 8.390e-11 8.402e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 8.390e-11 4.104e-04 +90 EP 14 7.701e-11 7.701e-11 7.707e-11 8.037e-11 7.912e-11 1.063e-10 2.114e-10 3.451e-10 1.666e-03 6.727e-06 1.392e-03 3.196e-04 4.779e-10 3.363e-03 1.828e-09 3.309e-03 5.960e-02 9.264e-01 2.575e-04 7.328e-09 1.501e-07 2.705e-09 2.913e-03 8.728e-10 2.500e-04 4.173e-10 3.254e-10 2.956e-10 7.479e-10 2.015e-10 3.815e-04 4.157e-10 1.223e-10 1.520e-10 5.144e-05 7.140e-10 1.161e-10 9.906e-05 1.064e-10 8.367e-11 8.051e-11 1.595e-10 8.001e-11 7.868e-11 7.834e-11 7.798e-11 4.790e-10 7.883e-11 7.705e-11 7.761e-11 7.701e-11 7.851e-11 7.754e-11 7.704e-11 7.703e-11 7.702e-11 7.701e-11 7.716e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 8.177e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 7.701e-11 5.112e-09 +90 EP 15 6.672e-11 6.672e-11 6.674e-11 6.728e-11 6.793e-11 7.599e-11 2.944e-10 2.476e-10 1.537e-10 1.249e-03 4.990e-04 3.620e-04 1.908e-10 9.673e-10 4.657e-10 1.385e-06 3.652e-04 4.699e-01 3.641e-01 6.216e-02 4.280e-02 2.391e-02 1.035e-02 6.722e-03 4.656e-03 2.900e-03 2.007e-03 2.237e-03 1.136e-03 8.902e-04 4.122e-04 8.029e-04 1.913e-10 2.131e-04 4.709e-04 2.887e-05 8.252e-11 1.392e-10 1.302e-10 1.221e-10 8.190e-11 6.848e-05 6.817e-11 7.891e-11 6.825e-11 7.398e-11 1.310e-10 1.251e-10 8.293e-11 7.159e-11 6.689e-11 6.675e-11 6.850e-11 6.700e-11 6.677e-11 6.675e-11 6.672e-11 6.677e-11 6.673e-11 6.672e-11 6.676e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.673e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.789e-11 6.672e-11 6.744e-11 6.672e-11 6.672e-11 6.695e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 6.672e-11 1.775e-03 +90 EP 16 9.451e-11 9.451e-11 9.453e-11 9.540e-11 9.500e-11 1.026e-10 1.389e-10 2.581e-10 3.505e-04 3.604e-04 4.914e-04 3.464e-04 5.446e-10 6.517e-04 1.490e-09 1.257e-03 3.088e-09 4.677e-03 4.271e-09 1.970e-02 4.934e-02 7.790e-01 1.339e-01 1.059e-09 2.093e-03 4.436e-03 2.744e-09 8.835e-10 4.090e-09 2.361e-03 1.720e-09 4.500e-10 7.250e-10 2.461e-10 2.358e-04 3.342e-10 1.478e-04 2.914e-10 1.529e-10 2.037e-09 1.446e-10 1.284e-10 9.733e-11 9.826e-11 1.441e-10 9.669e-11 1.014e-10 9.894e-11 9.519e-11 9.599e-11 9.455e-11 9.500e-11 9.460e-11 9.462e-11 9.462e-11 9.521e-11 9.451e-11 1.045e-10 9.458e-11 9.451e-11 9.451e-11 9.451e-11 9.728e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.454e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 9.451e-11 6.104e-04 +90 EP 17 2.377e-11 2.377e-11 2.377e-11 2.378e-11 2.377e-11 2.393e-11 2.378e-11 2.378e-11 2.430e-11 2.395e-11 2.475e-11 3.051e-11 3.564e-11 3.308e-11 2.724e-11 3.085e-11 2.221e-05 4.335e-11 7.953e-11 3.220e-05 3.675e-11 8.205e-05 1.164e-10 9.273e-11 8.424e-05 9.414e-10 3.231e-05 1.554e-04 2.396e-04 4.929e-04 1.166e-03 1.276e-03 2.349e-03 2.685e-03 4.768e-10 2.778e-10 2.276e-10 7.500e-02 2.633e-01 2.932e-01 1.969e-01 9.606e-02 4.451e-02 1.585e-02 5.374e-03 9.213e-04 3.598e-09 2.442e-10 1.254e-05 9.505e-10 1.240e-10 1.599e-10 2.377e-10 2.922e-10 1.168e-04 1.237e-10 7.474e-11 1.500e-10 1.858e-05 2.852e-10 1.490e-10 2.796e-10 7.231e-10 3.515e-05 8.168e-11 2.744e-05 4.726e-11 5.045e-11 2.534e-11 1.742e-10 4.754e-05 2.377e-11 2.377e-11 2.377e-11 2.377e-05 2.377e-11 2.377e-11 2.377e-11 3.104e-11 2.377e-11 2.377e-11 2.377e-11 2.377e-11 2.379e-11 2.377e-11 2.377e-11 2.377e-11 2.377e-11 2.377e-11 2.377e-11 1.634e-10 +90 EP 18 6.109e-11 6.109e-11 6.111e-11 6.173e-11 6.138e-11 6.703e-11 1.063e-10 2.042e-10 1.835e-10 6.276e-10 1.830e-04 2.078e-07 5.717e-05 2.930e-10 1.711e-04 1.612e-03 2.822e-04 5.146e-04 3.176e-09 1.208e-03 7.243e-03 1.113e-06 5.846e-01 3.845e-01 1.906e-09 1.758e-03 6.997e-03 4.068e-03 1.773e-03 2.864e-03 1.620e-04 6.820e-10 1.100e-03 1.920e-09 2.027e-04 1.981e-10 1.153e-04 1.269e-10 1.345e-10 1.043e-10 1.235e-10 9.273e-11 6.678e-11 7.140e-11 1.217e-10 6.479e-11 6.976e-11 1.286e-10 6.287e-11 6.281e-11 6.159e-11 6.281e-11 6.186e-11 6.147e-11 6.165e-11 6.691e-11 6.118e-11 8.358e-11 6.140e-11 6.112e-11 6.114e-11 6.111e-11 6.358e-11 6.109e-11 6.153e-11 6.109e-11 6.159e-11 6.109e-11 6.109e-11 6.111e-11 6.145e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.146e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 6.109e-11 5.905e-04 +90 EP 19 2.983e-11 2.983e-11 2.983e-11 2.985e-11 2.983e-11 4.086e-11 2.988e-11 3.000e-11 3.592e-11 3.241e-11 3.352e-11 4.311e-11 5.146e-11 3.480e-05 4.369e-11 2.968e-05 5.050e-11 2.303e-05 3.446e-10 6.770e-11 4.652e-10 1.070e-05 1.283e-04 2.514e-04 3.113e-04 1.938e-04 9.671e-04 8.459e-04 1.623e-03 6.491e-10 3.824e-03 8.158e-03 2.012e-10 2.952e-02 3.483e-01 4.509e-01 1.367e-01 8.076e-10 8.443e-10 5.034e-03 5.757e-03 2.617e-03 1.049e-03 1.962e-03 5.425e-04 3.167e-10 5.002e-10 1.907e-10 7.712e-11 1.970e-10 2.647e-10 9.554e-11 8.620e-11 4.072e-11 5.686e-05 9.178e-11 3.622e-11 4.317e-11 4.846e-11 3.654e-11 3.098e-11 5.606e-11 3.820e-11 3.033e-11 3.363e-11 3.147e-11 3.363e-11 3.118e-11 2.988e-11 2.066e-05 4.460e-11 2.983e-11 2.983e-11 2.983e-11 3.020e-11 2.983e-11 2.983e-11 2.983e-11 3.003e-11 2.983e-11 2.983e-11 2.983e-11 2.983e-11 2.986e-11 2.983e-11 2.983e-11 2.983e-11 2.983e-11 2.983e-11 2.983e-11 1.145e-03 +90 EP 20 7.518e-11 7.518e-11 7.519e-11 7.553e-11 7.550e-11 7.716e-11 1.249e-10 1.151e-10 9.044e-10 1.491e-10 5.168e-04 2.103e-10 4.408e-10 3.714e-04 6.094e-09 1.026e-09 8.053e-10 3.093e-09 6.222e-10 1.841e-09 2.273e-02 3.523e-01 3.835e-01 1.456e-01 2.883e-02 2.435e-02 1.816e-02 5.782e-03 3.556e-03 5.522e-03 3.459e-03 1.524e-06 1.988e-03 1.833e-03 5.824e-10 2.085e-09 7.900e-05 2.201e-09 1.106e-07 2.908e-05 1.554e-10 2.965e-10 9.612e-11 1.030e-10 7.967e-11 8.380e-11 1.216e-10 1.976e-10 9.835e-11 7.716e-11 7.625e-11 7.657e-11 7.603e-11 7.615e-11 7.621e-11 7.524e-11 7.518e-11 7.691e-11 7.518e-11 7.518e-11 7.520e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.605e-11 7.518e-11 7.520e-11 7.518e-11 7.518e-11 7.551e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 7.518e-11 1.337e-03 +90 EP 21 4.792e-10 2.396e-03 9.464e-01 4.965e-02 1.513e-03 1.128e-09 5.824e-10 5.056e-10 4.837e-10 4.941e-10 4.868e-10 4.799e-10 5.187e-10 4.793e-10 4.797e-10 4.793e-10 4.797e-10 4.798e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.793e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 4.792e-10 +90 EP 22 2.497e-11 2.497e-11 3.599e-11 2.314e-10 9.583e-01 3.445e-02 5.944e-03 9.651e-04 3.510e-10 3.628e-04 8.509e-11 9.899e-11 1.267e-10 2.969e-11 5.908e-11 2.660e-11 2.662e-11 2.920e-11 2.538e-11 2.531e-11 2.550e-11 2.621e-11 2.510e-11 2.526e-11 2.510e-11 2.512e-11 2.505e-11 2.625e-11 2.499e-11 2.514e-11 2.509e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.497e-11 2.511e-11 +90 EP 23 6.206e-11 6.206e-11 6.226e-11 7.825e-11 7.586e-11 4.887e-10 7.217e-10 2.109e-10 2.773e-09 8.168e-03 7.136e-03 9.767e-01 7.430e-04 1.820e-03 1.887e-03 1.011e-03 3.262e-07 1.612e-04 6.774e-04 9.431e-10 1.004e-03 1.924e-04 1.978e-10 3.957e-04 1.583e-10 1.212e-10 1.774e-10 1.035e-10 8.273e-11 1.898e-05 1.362e-10 9.899e-11 6.646e-11 5.661e-05 7.056e-11 6.798e-11 6.508e-11 6.383e-11 6.372e-11 6.285e-11 6.226e-11 6.221e-11 6.219e-11 6.209e-11 6.232e-11 6.819e-11 6.233e-11 6.469e-11 6.206e-11 6.223e-11 6.206e-11 6.208e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.374e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 6.206e-11 2.843e-10 +90 EP 24 4.684e-11 4.684e-11 5.001e-11 1.275e-10 3.834e-10 8.429e-01 1.560e-01 3.248e-09 2.741e-09 3.793e-04 7.207e-04 1.817e-10 2.821e-10 8.646e-11 4.254e-10 7.371e-11 1.276e-10 5.490e-11 5.171e-11 4.961e-11 5.552e-11 8.199e-11 4.930e-11 4.766e-11 4.745e-11 5.025e-11 4.806e-11 4.802e-11 4.723e-11 5.595e-11 5.654e-11 4.696e-11 4.686e-11 4.689e-11 4.685e-11 4.687e-11 4.684e-11 4.684e-11 4.685e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.684e-11 4.867e-11 +90 EP 25 3.494e-10 3.494e-10 3.494e-10 3.499e-10 3.500e-10 3.556e-10 3.528e-10 3.548e-10 3.622e-10 4.156e-10 4.030e-10 2.989e-04 5.039e-10 4.239e-10 7.030e-04 8.391e-04 6.919e-04 9.793e-04 4.753e-10 4.794e-10 1.553e-03 1.247e-03 2.109e-03 1.250e-03 2.256e-03 2.419e-03 3.301e-03 3.055e-04 4.087e-03 1.281e-03 2.405e-03 1.072e-03 6.052e-04 9.951e-04 7.532e-10 9.173e-10 2.274e-03 3.483e-03 1.901e-03 2.182e-09 1.465e-03 3.372e-03 1.336e-09 4.036e-04 2.366e-04 3.622e-05 5.237e-04 4.663e-10 6.385e-10 3.290e-04 7.963e-05 6.313e-10 7.337e-04 3.975e-10 5.810e-10 3.566e-10 3.575e-10 6.426e-04 3.571e-10 3.601e-10 3.418e-04 3.567e-10 3.600e-10 3.496e-10 3.531e-10 3.501e-10 3.544e-10 1.751e-04 3.533e-10 3.504e-10 3.516e-10 3.494e-10 3.494e-10 3.494e-10 3.495e-10 3.494e-10 3.494e-10 3.494e-10 6.991e-04 3.494e-10 6.987e-04 1.397e-03 3.494e-04 3.494e-04 3.494e-10 3.494e-10 3.494e-10 3.494e-10 3.494e-10 3.494e-10 9.521e-01 +90 EP 26 4.283e-11 4.283e-11 4.332e-11 4.902e-11 3.329e-10 2.994e-04 1.112e-03 2.046e-10 9.331e-10 6.134e-03 5.066e-01 3.216e-01 1.480e-01 1.553e-02 6.221e-04 1.678e-09 1.188e-08 1.550e-08 9.767e-10 3.787e-10 9.073e-10 2.823e-10 3.062e-10 1.844e-06 1.386e-10 2.306e-10 6.789e-10 6.034e-05 1.132e-10 9.207e-11 7.520e-10 5.950e-10 5.827e-11 5.387e-11 1.363e-10 4.713e-11 4.627e-11 5.019e-11 4.400e-11 4.507e-11 4.300e-11 4.308e-11 4.289e-11 4.285e-11 4.342e-11 4.154e-05 4.293e-11 4.328e-11 4.283e-11 4.284e-11 4.283e-11 4.288e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.356e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.284e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 4.283e-11 1.983e-10 +90 EP 27 6.367e-11 6.367e-11 6.371e-11 6.607e-11 7.878e-11 1.616e-10 2.079e-10 3.797e-10 1.503e-03 3.886e-09 7.087e-07 3.894e-03 7.263e-10 2.915e-02 9.358e-01 2.223e-02 2.352e-05 1.642e-04 1.298e-03 6.171e-04 2.757e-03 1.369e-03 4.155e-04 1.015e-09 4.776e-04 5.225e-10 8.450e-10 1.134e-04 2.700e-10 1.363e-10 1.657e-04 2.073e-10 5.914e-10 8.449e-11 1.185e-10 8.997e-11 7.200e-11 8.863e-11 6.641e-11 6.759e-11 6.905e-11 6.640e-11 6.469e-11 6.405e-11 6.411e-11 6.560e-11 6.536e-11 6.441e-11 6.388e-11 6.375e-11 6.369e-11 6.376e-11 6.372e-11 6.370e-11 6.368e-11 6.371e-11 6.367e-11 6.377e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 7.918e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.368e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.369e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 5.340e-10 +90 EP 28 2.021e-11 2.021e-11 2.531e-11 3.704e-11 5.801e-11 8.832e-06 9.241e-01 5.631e-02 1.383e-02 3.813e-03 1.189e-03 6.277e-04 4.106e-05 8.385e-11 3.112e-05 1.202e-10 1.362e-05 4.808e-10 2.783e-11 2.912e-11 2.677e-11 8.294e-06 2.307e-11 2.546e-11 2.296e-11 2.176e-11 2.271e-11 4.237e-11 2.029e-11 2.047e-11 2.204e-11 2.027e-11 2.065e-11 2.026e-11 2.022e-11 2.022e-11 2.022e-11 2.021e-11 2.026e-11 2.021e-11 2.021e-11 2.029e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 2.021e-11 3.044e-11 +90 EP 29 4.897e-11 4.897e-11 4.898e-11 4.925e-11 4.911e-11 5.010e-11 6.434e-11 7.170e-11 9.017e-11 1.062e-04 2.446e-10 6.254e-10 3.558e-10 2.497e-04 8.167e-10 2.760e-04 4.094e-04 4.346e-04 6.897e-10 3.541e-03 1.977e-03 5.007e-03 1.981e-03 3.461e-01 5.235e-01 1.086e-01 9.051e-10 2.209e-03 3.853e-09 9.646e-04 1.694e-03 1.296e-03 9.005e-04 7.727e-07 2.471e-04 2.883e-10 2.372e-10 5.485e-09 1.719e-10 1.707e-10 6.318e-05 1.078e-10 5.595e-11 3.034e-05 5.118e-11 5.426e-11 7.351e-11 6.931e-11 5.290e-11 5.004e-11 4.928e-11 5.453e-11 4.937e-11 4.942e-11 4.950e-11 5.183e-11 4.996e-11 6.081e-11 4.942e-11 4.900e-11 4.898e-11 4.899e-11 4.921e-11 4.898e-11 4.900e-11 4.898e-11 4.900e-11 4.899e-11 4.897e-11 4.898e-11 4.901e-11 4.897e-11 4.897e-11 4.897e-11 4.898e-11 4.897e-11 4.897e-11 4.897e-11 4.916e-11 4.897e-11 4.897e-11 4.897e-11 4.897e-11 4.907e-11 4.897e-11 4.897e-11 4.897e-11 4.897e-11 4.897e-11 4.897e-11 3.307e-04 +90 EP 30 8.334e-11 8.334e-11 8.335e-11 8.334e-11 8.334e-11 8.337e-11 8.385e-11 8.531e-11 1.022e-10 1.188e-10 1.073e-10 3.806e-09 2.268e-09 1.524e-10 4.166e-10 3.676e-10 4.329e-10 7.598e-10 3.977e-10 1.577e-03 1.408e-03 3.412e-04 8.213e-10 1.527e-03 3.011e-03 4.821e-10 3.128e-02 2.963e-01 3.449e-01 2.066e-01 5.868e-02 6.702e-03 1.277e-02 1.518e-02 1.009e-02 2.229e-04 2.767e-03 2.343e-03 1.910e-03 5.356e-04 1.698e-04 2.768e-04 2.559e-10 3.662e-10 1.408e-10 1.522e-10 1.489e-10 9.337e-05 1.207e-10 1.910e-10 1.289e-10 2.459e-10 8.652e-11 8.497e-11 9.625e-11 8.448e-11 8.549e-11 9.693e-11 8.410e-11 8.339e-11 8.354e-11 8.334e-11 8.338e-11 8.334e-11 8.066e-10 8.334e-11 5.930e-05 8.334e-11 8.334e-11 8.335e-11 9.486e-11 8.334e-11 8.334e-11 8.334e-11 8.334e-11 8.334e-11 8.334e-11 8.334e-11 8.390e-11 8.334e-11 8.335e-11 8.334e-11 8.334e-11 8.382e-11 8.334e-11 8.334e-11 8.334e-11 8.334e-11 8.334e-11 8.334e-11 1.178e-03 +90 EP 31 3.408e-11 3.408e-11 4.299e-11 5.129e-11 9.403e-11 9.283e-10 4.798e-01 4.611e-01 4.728e-02 7.010e-03 2.908e-03 1.436e-03 2.258e-04 1.427e-10 4.295e-06 2.521e-04 6.416e-09 7.450e-11 6.559e-11 8.127e-11 5.330e-11 1.056e-09 6.376e-11 4.219e-11 3.760e-11 1.084e-10 4.915e-11 4.033e-11 3.763e-11 5.937e-11 6.345e-11 3.621e-11 3.433e-11 3.442e-11 3.437e-11 3.421e-11 3.411e-11 3.408e-11 3.409e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.408e-11 3.970e-11 +90 EP 32 4.422e-11 4.422e-11 4.476e-11 4.728e-11 6.354e-11 4.676e-04 2.477e-03 1.634e-10 1.351e-02 5.319e-02 8.782e-01 4.150e-02 8.806e-04 4.897e-03 1.004e-03 1.614e-03 1.371e-03 6.239e-04 6.499e-05 6.028e-05 6.895e-05 1.182e-09 2.104e-10 2.223e-09 9.660e-11 9.875e-10 1.678e-05 1.044e-10 5.664e-11 9.723e-11 1.084e-10 2.844e-05 5.714e-11 5.192e-11 5.268e-11 6.141e-11 4.561e-11 4.470e-11 4.464e-11 4.477e-11 4.527e-11 4.467e-11 4.430e-11 4.444e-11 4.445e-11 4.481e-11 4.424e-11 4.436e-11 4.422e-11 4.424e-11 4.425e-11 4.425e-11 4.422e-11 4.422e-11 4.422e-11 4.423e-11 4.422e-11 4.423e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.545e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.434e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 4.422e-11 1.388e-10 +90 EP 33 2.712e-11 2.712e-11 2.712e-11 2.713e-11 2.712e-11 2.856e-11 2.714e-11 2.717e-11 3.059e-11 2.774e-11 2.974e-11 3.712e-11 3.085e-11 2.598e-10 3.678e-11 3.583e-10 1.629e-10 1.104e-10 7.321e-05 5.327e-11 4.144e-05 1.431e-10 7.029e-05 5.358e-06 4.284e-05 1.467e-04 2.694e-10 5.437e-04 5.580e-04 9.696e-04 1.489e-03 3.133e-03 6.899e-09 3.719e-10 1.673e-10 6.100e-02 3.533e-01 3.826e-01 1.606e-01 3.026e-02 1.723e-09 4.129e-10 4.585e-10 5.526e-04 9.808e-04 9.082e-04 1.178e-03 2.352e-04 1.498e-04 2.227e-04 1.298e-10 1.090e-04 1.926e-05 5.843e-11 1.344e-10 4.446e-05 3.605e-11 6.334e-11 5.323e-11 1.136e-05 3.531e-11 1.257e-05 5.610e-11 3.106e-11 3.846e-11 4.184e-11 3.444e-11 3.325e-11 2.724e-11 4.870e-05 5.966e-11 2.712e-11 2.712e-11 2.712e-11 3.061e-11 2.712e-11 2.712e-11 2.712e-11 2.776e-11 2.712e-11 2.712e-11 2.712e-11 2.712e-11 2.714e-11 2.712e-11 2.712e-11 2.712e-11 2.712e-11 2.712e-11 2.712e-11 7.018e-04 +90 EP 34 3.632e-11 3.632e-11 3.632e-11 3.633e-11 3.632e-11 3.970e-11 3.645e-11 3.674e-11 4.719e-11 4.463e-11 4.263e-11 4.955e-11 5.905e-11 6.381e-11 7.012e-11 1.761e-10 6.168e-11 7.052e-05 1.349e-04 5.288e-05 3.621e-04 3.270e-04 4.441e-05 6.524e-04 1.106e-03 4.488e-10 8.150e-04 3.082e-03 1.298e-03 3.633e-10 4.030e-10 3.087e-02 3.065e-01 4.771e-01 1.623e-01 8.081e-10 1.448e-09 7.066e-03 2.067e-03 2.724e-03 1.697e-03 5.971e-04 4.433e-04 2.231e-04 9.543e-05 2.502e-04 1.581e-10 8.671e-11 6.476e-11 1.105e-10 1.634e-10 5.156e-11 5.006e-11 4.690e-11 8.926e-11 4.915e-11 4.781e-11 4.389e-11 6.104e-05 3.769e-11 3.684e-11 4.024e-11 4.019e-11 3.648e-11 4.078e-11 3.681e-11 4.115e-11 3.672e-11 3.634e-11 4.476e-11 6.479e-11 3.632e-11 3.632e-11 3.632e-11 3.644e-11 3.632e-11 3.632e-11 3.632e-11 3.645e-11 3.632e-11 3.633e-11 3.632e-11 3.632e-11 3.637e-11 3.632e-11 3.632e-11 3.632e-11 3.632e-11 3.632e-11 3.632e-11 4.516e-10 +90 EP 35 3.111e-11 3.111e-11 3.111e-11 3.111e-11 3.111e-11 3.113e-11 3.111e-11 3.112e-11 3.154e-11 3.125e-11 3.237e-11 4.016e-11 3.154e-05 3.510e-11 3.685e-11 3.263e-11 4.196e-11 3.583e-11 2.149e-08 4.265e-11 3.846e-11 2.137e-10 1.118e-10 7.809e-11 1.059e-04 2.285e-04 1.812e-04 1.473e-04 3.045e-04 4.128e-04 1.908e-04 1.034e-03 8.098e-04 1.087e-03 3.516e-03 2.879e-03 3.275e-03 1.159e-03 8.475e-10 3.756e-02 1.155e-01 1.705e-01 1.567e-01 1.296e-01 9.633e-02 6.577e-02 4.663e-02 3.279e-02 2.277e-02 1.487e-02 1.208e-02 8.368e-03 6.041e-03 4.853e-03 3.241e-03 2.113e-03 1.493e-03 9.415e-04 1.137e-03 8.270e-04 7.785e-04 3.589e-04 4.060e-04 2.029e-04 1.867e-04 5.743e-05 1.023e-04 1.711e-04 3.111e-05 7.814e-05 7.586e-11 3.111e-11 3.111e-11 3.111e-11 4.695e-11 3.111e-11 3.111e-11 3.111e-11 3.108e-05 3.111e-11 3.111e-11 3.111e-11 3.111e-11 3.118e-11 3.111e-11 3.111e-11 3.111e-11 3.111e-11 3.111e-11 3.111e-11 5.211e-02 +90 EP 36 4.706e-11 4.706e-11 4.731e-11 5.043e-11 1.422e-10 3.595e-10 3.387e-09 2.633e-10 3.167e-09 5.718e-01 3.938e-01 1.089e-02 9.865e-04 7.337e-03 4.603e-03 3.811e-03 1.690e-03 1.606e-03 6.608e-04 7.865e-04 6.351e-04 1.471e-04 1.298e-04 1.978e-04 4.085e-06 1.775e-04 5.033e-04 1.379e-10 6.373e-11 1.706e-04 1.536e-10 7.596e-11 1.237e-10 9.631e-11 5.343e-11 5.051e-11 4.903e-11 4.785e-11 5.269e-11 4.715e-11 4.803e-11 5.602e-11 4.706e-11 4.721e-11 4.728e-11 4.718e-11 4.707e-11 4.706e-11 4.706e-11 4.706e-11 4.709e-11 4.707e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.832e-11 4.706e-11 4.707e-11 4.706e-11 4.706e-11 4.708e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 4.706e-11 1.026e-04 +90 EP 37 4.645e-11 4.645e-11 4.646e-11 4.676e-11 4.654e-11 5.298e-11 4.939e-11 5.663e-11 1.090e-10 2.141e-04 1.596e-04 2.509e-04 2.117e-10 3.101e-04 9.148e-05 1.108e-04 1.680e-10 1.121e-03 1.816e-04 4.638e-04 7.099e-04 1.713e-03 6.039e-10 2.790e-03 8.327e-03 5.058e-10 1.526e-01 4.754e-01 3.403e-01 5.902e-03 1.505e-09 5.649e-03 2.240e-03 7.413e-10 1.073e-03 1.574e-04 3.729e-10 6.876e-10 1.163e-09 4.247e-10 1.924e-04 1.603e-10 7.628e-11 6.356e-11 1.223e-10 2.170e-10 1.094e-05 1.082e-05 4.922e-11 4.929e-11 4.747e-11 4.824e-11 4.749e-11 4.735e-11 4.753e-11 5.832e-11 4.646e-11 4.888e-11 4.732e-11 4.671e-11 4.648e-11 4.646e-11 5.082e-11 4.645e-11 4.648e-11 4.646e-11 4.650e-11 4.646e-11 4.645e-11 4.645e-11 4.650e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.658e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 4.645e-11 6.493e-05 +90 EP 38 4.815e-11 4.815e-11 4.822e-11 5.303e-11 5.955e-11 9.932e-11 1.479e-04 2.355e-10 1.258e-03 1.834e-03 6.387e-03 2.389e-02 9.444e-01 1.591e-02 2.731e-09 1.761e-09 2.794e-03 7.906e-04 2.013e-03 1.870e-09 1.086e-04 7.947e-09 5.233e-05 1.271e-09 4.162e-04 1.671e-10 3.279e-10 2.172e-10 9.744e-11 1.193e-10 2.869e-10 1.308e-10 5.915e-11 6.987e-11 9.505e-11 6.031e-11 5.918e-11 5.359e-11 5.042e-11 6.614e-11 4.920e-11 4.880e-11 4.865e-11 4.833e-11 4.858e-11 4.934e-11 4.876e-11 4.984e-11 4.818e-11 4.821e-11 4.816e-11 4.820e-11 4.816e-11 4.816e-11 4.816e-11 4.817e-11 4.815e-11 4.818e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 6.589e-11 4.815e-11 4.816e-11 4.815e-11 4.816e-11 4.815e-11 4.815e-11 4.815e-11 4.816e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 4.818e-11 4.815e-11 4.819e-11 4.815e-11 4.815e-11 4.816e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 4.815e-11 4.071e-10 +90 EP 39 2.614e-11 2.614e-11 3.100e-11 7.731e-11 2.837e-10 9.855e-01 1.730e-08 1.196e-02 1.307e-03 7.907e-04 1.146e-04 2.139e-04 2.468e-10 4.290e-11 1.011e-04 4.065e-11 3.247e-11 2.882e-05 2.888e-11 2.902e-11 2.786e-11 3.179e-11 2.663e-11 2.984e-11 2.649e-11 2.638e-11 2.652e-11 6.646e-11 2.615e-11 2.623e-11 2.631e-11 2.615e-11 2.618e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.615e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.614e-11 2.751e-11 +90 EP 40 6.849e-11 6.849e-11 6.857e-11 7.115e-11 8.316e-11 2.451e-10 3.235e-04 2.475e-10 1.040e-03 1.555e-09 5.966e-03 1.570e-02 5.119e-02 9.202e-01 9.469e-04 1.606e-09 7.921e-10 8.196e-04 8.546e-10 7.049e-10 7.293e-04 1.577e-03 4.411e-10 8.331e-04 3.349e-10 3.811e-04 1.601e-10 2.021e-04 1.811e-10 9.833e-05 1.719e-10 1.216e-10 9.564e-11 8.117e-11 1.089e-10 9.605e-11 6.931e-11 7.136e-11 6.927e-11 7.135e-11 6.923e-11 6.896e-11 6.859e-11 6.875e-11 6.856e-11 6.928e-11 6.856e-11 6.858e-11 6.851e-11 6.851e-11 6.852e-11 6.851e-11 6.850e-11 6.850e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.850e-11 6.849e-11 6.849e-11 6.849e-11 7.073e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.850e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 6.849e-11 1.018e-05 +90 EP 41 6.842e-11 6.842e-11 6.844e-11 6.913e-11 6.896e-11 7.325e-11 1.449e-10 1.260e-10 1.444e-04 1.934e-04 2.037e-04 3.231e-04 3.411e-10 1.136e-09 3.096e-04 7.280e-04 8.267e-10 7.117e-03 9.755e-09 9.784e-02 7.873e-01 8.675e-02 8.849e-09 3.186e-09 7.856e-03 5.738e-03 1.619e-03 2.140e-04 1.127e-03 6.714e-04 4.722e-04 1.617e-10 3.793e-10 3.244e-10 6.530e-06 2.374e-04 7.102e-10 1.113e-09 1.311e-10 6.012e-05 4.376e-10 7.875e-11 1.036e-10 7.796e-11 6.931e-11 7.156e-11 9.807e-11 1.020e-10 7.458e-11 6.919e-11 6.894e-11 6.915e-11 6.874e-11 6.866e-11 6.847e-11 6.843e-11 6.842e-11 6.843e-11 6.847e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.869e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.851e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 1.052e-03 +90 EP 42 8.183e-11 8.183e-11 8.195e-11 8.725e-11 9.155e-11 1.788e-10 9.922e-05 1.719e-08 1.689e-03 3.439e-03 3.184e-03 4.122e-03 3.568e-10 2.242e-03 2.190e-09 4.309e-01 3.539e-01 1.119e-01 4.685e-02 1.636e-02 6.163e-03 6.910e-03 4.353e-03 6.030e-03 9.798e-10 1.046e-03 9.354e-09 1.684e-09 5.047e-10 8.240e-10 1.874e-09 5.458e-05 2.351e-10 1.074e-10 1.708e-10 1.137e-10 8.220e-10 2.777e-10 9.811e-11 9.103e-11 8.601e-11 8.455e-11 8.433e-11 8.202e-11 8.390e-11 8.237e-11 8.640e-11 8.398e-11 8.186e-11 8.195e-11 8.183e-11 8.394e-11 8.184e-11 8.183e-11 8.183e-11 8.184e-11 8.183e-11 8.189e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 9.735e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.184e-11 8.183e-11 8.216e-11 8.183e-11 8.183e-11 8.184e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 8.183e-11 7.632e-04 +90 EP 43 1.329e-10 1.329e-10 1.330e-10 1.355e-10 1.346e-10 1.658e-10 4.278e-10 1.839e-08 1.735e-03 1.506e-03 1.810e-03 3.228e-08 7.143e-10 2.880e-09 3.174e-09 5.152e-03 6.628e-10 3.945e-03 3.050e-09 8.915e-01 8.962e-02 3.562e-09 2.528e-09 3.944e-03 1.322e-08 4.738e-08 7.601e-09 1.254e-09 6.063e-04 5.747e-10 7.327e-10 4.989e-10 9.173e-10 6.120e-10 3.192e-10 5.951e-10 2.711e-10 2.095e-10 2.227e-10 1.776e-10 1.725e-04 1.403e-10 1.715e-10 1.450e-10 5.692e-10 1.345e-10 1.402e-10 1.377e-10 1.331e-10 1.355e-10 1.330e-10 1.391e-10 1.347e-10 1.385e-10 1.330e-10 1.342e-10 1.329e-10 1.347e-10 1.330e-10 1.329e-10 1.329e-10 1.329e-10 1.507e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.376e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 1.329e-10 8.703e-10 +90 EP 44 7.417e-11 7.417e-11 7.421e-11 7.576e-11 7.536e-11 9.699e-11 1.965e-10 4.536e-04 2.367e-10 1.133e-09 1.033e-06 8.585e-04 1.541e-07 1.601e-03 3.384e-09 5.321e-03 2.034e-09 2.773e-02 9.281e-01 2.833e-02 5.271e-03 1.525e-06 1.301e-04 9.635e-05 8.780e-04 8.940e-04 1.147e-04 1.390e-05 1.450e-09 3.266e-10 3.420e-10 1.750e-10 2.518e-10 1.966e-10 7.464e-10 3.008e-10 1.381e-10 1.298e-10 1.298e-10 8.490e-11 9.370e-11 8.183e-11 9.434e-11 7.891e-11 8.089e-11 7.544e-11 6.785e-05 8.523e-11 7.534e-11 7.595e-11 7.426e-11 7.566e-11 7.455e-11 7.459e-11 7.422e-11 7.455e-11 7.418e-11 7.510e-11 7.419e-11 7.417e-11 7.418e-11 7.417e-11 7.837e-11 7.417e-11 7.422e-11 7.417e-11 7.421e-11 7.417e-11 7.417e-11 7.417e-11 7.419e-11 7.417e-11 7.417e-11 7.417e-11 7.417e-11 7.417e-11 7.417e-11 7.417e-11 7.419e-11 7.417e-11 7.647e-11 7.417e-11 7.417e-11 7.418e-11 7.417e-11 7.417e-11 7.417e-11 7.417e-11 7.417e-11 7.417e-11 1.610e-04 +90 EP 45 6.680e-11 6.680e-11 6.684e-11 6.800e-11 7.016e-11 9.126e-11 1.207e-10 7.819e-10 6.702e-10 6.798e-04 2.161e-04 1.011e-04 3.624e-10 1.871e-09 2.005e-09 6.600e-03 9.731e-01 1.121e-02 8.279e-07 2.738e-08 4.267e-03 1.699e-03 3.191e-06 5.734e-04 1.399e-07 9.467e-05 3.750e-09 8.864e-05 1.839e-04 1.036e-04 1.068e-09 1.188e-04 1.171e-10 3.189e-05 2.012e-10 1.305e-10 8.047e-11 1.077e-10 7.985e-11 7.701e-11 7.194e-11 9.260e-11 6.904e-11 7.063e-11 6.824e-11 7.048e-11 8.286e-11 6.924e-11 6.960e-11 6.745e-11 6.687e-11 6.732e-11 6.719e-11 6.691e-11 6.684e-11 6.699e-11 6.681e-11 6.719e-11 6.682e-11 6.680e-11 6.680e-11 6.680e-11 6.772e-11 6.680e-11 6.683e-11 6.680e-11 6.684e-11 6.680e-11 6.680e-11 6.680e-11 6.683e-11 6.680e-11 6.680e-11 6.680e-11 6.680e-11 6.680e-11 6.680e-11 6.680e-11 6.690e-11 6.680e-11 6.688e-11 6.680e-11 6.680e-11 6.683e-11 6.680e-11 6.680e-11 6.680e-11 6.680e-11 6.680e-11 6.680e-11 9.542e-04 +90 EP 46 5.009e-11 5.009e-11 5.014e-11 5.180e-11 1.032e-10 4.511e-05 7.338e-05 1.166e-10 1.709e-04 1.296e-03 5.273e-10 6.222e-10 1.548e-04 2.846e-01 2.934e-01 2.139e-01 1.223e-01 2.949e-02 2.268e-02 1.500e-02 4.102e-03 6.109e-08 4.091e-03 2.124e-03 1.300e-09 7.615e-04 1.148e-03 2.536e-04 1.445e-04 4.276e-04 2.724e-04 3.691e-10 2.935e-10 2.173e-05 1.323e-10 9.574e-11 5.586e-11 6.523e-11 5.507e-11 3.431e-05 6.457e-11 5.511e-11 5.104e-11 5.241e-11 5.040e-11 5.542e-11 5.019e-11 5.029e-11 5.010e-11 5.011e-11 5.012e-11 5.012e-11 5.011e-11 5.012e-11 5.010e-11 5.010e-11 5.009e-11 5.012e-11 5.010e-11 5.009e-11 5.010e-11 5.009e-11 5.010e-11 5.009e-11 5.010e-11 5.009e-11 5.010e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.286e-11 5.009e-11 5.015e-11 5.009e-11 5.009e-11 5.023e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 5.009e-11 3.568e-03 +90 EP 47 4.239e-11 4.239e-11 4.240e-11 4.249e-11 4.245e-11 4.381e-11 4.801e-11 5.187e-11 7.321e-11 1.131e-10 1.118e-10 3.746e-04 1.938e-10 2.913e-04 2.533e-10 3.021e-10 2.734e-10 4.555e-04 4.408e-04 1.229e-03 7.062e-04 2.585e-03 5.592e-10 3.865e-10 3.740e-02 4.334e-01 4.459e-01 5.258e-02 5.928e-10 1.317e-02 4.682e-03 1.285e-03 1.643e-03 1.438e-03 6.650e-04 5.257e-09 7.092e-10 1.975e-04 2.967e-04 3.151e-04 1.716e-10 6.166e-05 3.307e-05 1.297e-10 5.387e-11 2.901e-05 6.826e-11 9.971e-11 4.725e-11 4.698e-11 4.566e-11 4.765e-11 4.319e-11 4.325e-11 4.551e-11 4.625e-11 4.276e-11 4.354e-11 4.308e-11 4.254e-11 4.245e-11 4.247e-11 4.303e-11 4.240e-11 4.547e-11 4.242e-11 4.657e-11 4.242e-11 4.240e-11 4.248e-11 4.367e-11 4.239e-11 4.239e-11 4.239e-11 4.240e-11 4.239e-11 4.239e-11 4.239e-11 4.249e-11 4.239e-11 4.241e-11 4.239e-11 4.239e-11 4.246e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 8.531e-04 +90 EP 48 7.006e-11 7.006e-11 7.021e-11 7.844e-11 7.866e-11 1.304e-04 2.755e-04 8.022e-10 5.383e-08 8.427e-06 1.680e-08 2.974e-09 6.359e-09 5.400e-01 3.534e-01 5.613e-02 2.250e-02 1.797e-02 2.955e-03 5.369e-03 7.378e-06 1.138e-03 1.295e-09 2.524e-09 4.861e-10 4.730e-10 4.708e-10 3.693e-10 1.599e-10 2.325e-10 2.364e-09 3.026e-08 1.255e-10 8.706e-11 4.066e-10 7.825e-05 1.056e-10 8.608e-11 8.024e-11 7.369e-11 7.096e-11 7.075e-11 7.077e-11 7.011e-11 7.103e-11 7.229e-11 7.089e-11 7.427e-11 7.007e-11 7.013e-11 7.006e-11 7.014e-11 7.006e-11 7.006e-11 7.006e-11 7.007e-11 7.006e-11 7.007e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 6.645e-05 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.012e-11 7.006e-11 7.011e-11 7.006e-11 7.006e-11 7.008e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 7.006e-11 1.410e-05 +90 TP 1 5.402e-01 7.291e-11 6.368e-04 2.362e-10 6.946e-11 6.942e-11 8.794e-04 2.453e-03 6.754e-05 6.951e-11 7.501e-11 2.701e-04 7.455e-11 2.358e-04 1.118e-10 3.651e-10 6.940e-11 6.946e-11 6.940e-11 8.187e-11 4.980e-02 3.175e-01 9.444e-05 4.146e-02 7.011e-11 3.680e-04 9.800e-05 6.406e-03 1.401e-04 6.976e-11 1.033e-02 1.011e-04 6.940e-11 6.943e-11 6.939e-11 3.559e-04 7.072e-11 3.053e-10 2.826e-02 1.098e-10 7.313e-11 1.767e-10 6.979e-11 1.413e-04 3.504e-05 3.759e-10 7.517e-11 1.795e-04 +90 TP 2 9.468e-11 1.930e-01 2.797e-03 1.265e-03 1.095e-01 4.150e-02 8.203e-10 1.992e-10 6.278e-09 5.903e-02 1.666e-03 6.224e-10 9.060e-09 2.567e-09 1.561e-06 1.760e-09 1.130e-02 1.514e-09 3.709e-02 1.608e-09 9.439e-11 1.963e-04 4.790e-10 1.088e-10 5.333e-03 2.329e-10 2.379e-04 5.505e-10 3.693e-09 2.529e-09 1.722e-10 5.013e-04 2.098e-02 4.532e-02 3.369e-03 6.522e-04 2.285e-01 3.142e-03 1.904e-10 1.405e-07 5.159e-09 8.834e-10 2.456e-03 3.239e-09 6.771e-09 1.737e-09 2.321e-01 3.384e-10 +90 TP 3 2.646e-04 3.109e-06 3.386e-01 1.606e-03 1.055e-10 1.536e-04 2.428e-01 2.275e-01 1.868e-10 3.276e-10 1.962e-10 1.827e-09 9.555e-11 1.705e-10 1.868e-10 2.952e-04 7.447e-11 1.364e-10 4.294e-10 2.123e-10 3.158e-11 8.735e-03 3.799e-09 1.453e-09 1.432e-10 2.496e-03 4.520e-10 1.130e-01 5.361e-10 7.149e-11 4.288e-03 1.377e-09 9.948e-11 1.363e-04 1.870e-10 1.612e-02 1.089e-10 9.210e-07 4.362e-02 1.581e-09 1.870e-10 2.342e-10 1.085e-10 1.500e-10 1.687e-10 2.855e-04 3.907e-10 1.033e-09 +90 TP 4 5.668e-11 9.033e-10 9.320e-02 1.151e-01 1.067e-09 2.096e-10 6.521e-02 4.026e-03 1.901e-10 1.322e-04 4.308e-10 2.278e-02 5.997e-10 1.044e-09 6.124e-10 2.215e-10 2.336e-10 3.238e-10 3.150e-09 3.734e-04 5.186e-11 1.713e-03 2.382e-01 2.458e-10 1.108e-04 6.973e-10 2.461e-09 3.421e-02 6.398e-05 2.853e-10 5.030e-10 1.788e-01 3.819e-10 2.710e-10 1.245e-10 1.903e-01 1.918e-10 4.388e-02 1.189e-02 5.434e-10 4.128e-10 3.743e-10 2.562e-10 2.341e-10 1.843e-09 1.555e-09 6.989e-10 1.584e-09 +90 TP 5 4.389e-11 3.480e-10 1.101e-03 3.697e-03 4.190e-01 1.000e-01 3.776e-04 1.026e-10 8.904e-10 1.088e-01 1.767e-03 3.632e-10 5.630e-03 3.328e-10 9.493e-03 1.253e-09 1.446e-02 2.573e-03 4.301e-02 1.628e-02 4.388e-11 3.938e-05 2.929e-10 4.965e-11 6.807e-04 9.155e-11 6.939e-04 1.046e-09 2.209e-02 1.360e-01 6.833e-11 8.627e-04 2.484e-02 2.741e-02 7.982e-03 2.812e-03 1.535e-09 3.951e-04 9.307e-06 2.710e-04 7.191e-03 3.086e-10 1.908e-10 2.275e-04 2.887e-03 7.272e-03 3.223e-02 1.342e-10 +90 TP 6 9.953e-11 7.315e-10 2.412e-09 1.495e-08 1.511e-09 1.323e-01 7.549e-10 1.589e-10 4.745e-10 1.515e-08 8.971e-04 6.270e-10 1.397e-03 4.127e-10 6.799e-03 5.329e-09 7.791e-02 3.432e-03 2.422e-01 2.840e-08 9.948e-11 1.035e-10 4.108e-10 1.126e-10 5.790e-03 2.024e-10 6.451e-09 5.584e-10 4.426e-09 1.692e-09 1.307e-10 9.788e-04 1.396e-01 3.417e-01 3.851e-02 8.383e-04 1.485e-09 1.651e-03 2.169e-10 8.606e-10 4.576e-09 2.802e-10 7.433e-10 1.508e-09 1.537e-08 3.210e-04 5.767e-03 4.162e-10 +90 TP 7 8.616e-04 5.992e-04 5.404e-02 6.203e-03 6.152e-04 2.680e-04 4.300e-01 1.126e-01 8.288e-04 1.358e-04 1.913e-03 2.352e-06 9.412e-04 6.955e-04 1.075e-03 8.920e-04 6.018e-05 1.314e-03 1.237e-10 2.548e-09 2.177e-11 1.629e-02 3.115e-03 2.747e-03 4.514e-05 2.233e-02 1.454e-03 1.870e-01 5.599e-04 4.909e-05 3.971e-02 1.008e-02 2.326e-05 7.224e-05 9.017e-07 1.001e-02 5.505e-04 4.657e-03 7.103e-02 2.663e-03 4.341e-04 3.206e-03 6.986e-04 8.422e-04 1.082e-03 2.699e-03 4.261e-04 5.139e-03 +90 TP 8 5.906e-05 7.627e-03 4.736e-02 2.974e-02 3.929e-03 1.883e-03 1.082e-03 1.182e-01 7.632e-03 1.339e-03 1.424e-02 1.731e-01 6.270e-03 1.409e-02 4.711e-03 5.979e-03 5.741e-04 7.816e-03 1.143e-03 1.421e-03 4.258e-11 1.908e-03 2.955e-02 5.197e-03 3.149e-04 1.742e-01 1.722e-02 4.328e-03 5.383e-03 3.217e-10 1.529e-02 6.490e-02 4.779e-04 1.062e-03 3.342e-04 3.361e-02 6.128e-03 3.626e-02 7.284e-03 2.203e-02 7.206e-03 2.287e-02 7.276e-03 1.159e-02 1.090e-02 2.218e-02 4.744e-03 3.952e-02 +90 TP 9 1.134e-10 8.888e-02 3.114e-03 3.379e-03 4.999e-02 2.124e-02 2.991e-03 9.173e-10 1.329e-01 2.387e-02 8.428e-03 6.302e-04 1.178e-07 7.631e-07 1.592e-03 1.399e-01 3.836e-03 1.569e-01 2.205e-02 3.147e-02 1.133e-10 2.031e-10 7.439e-10 1.434e-10 2.267e-03 4.574e-09 7.497e-03 1.298e-03 8.666e-02 1.823e-08 3.447e-10 5.513e-03 1.265e-02 1.587e-02 1.314e-03 2.424e-03 7.646e-02 2.180e-03 1.201e-04 6.026e-03 1.035e-02 2.009e-05 1.785e-07 1.936e-02 4.290e-03 3.146e-08 5.460e-02 8.513e-09 +90 TP 10 4.453e-11 4.004e-10 1.870e-03 5.758e-03 1.360e-01 1.588e-01 1.019e-03 6.766e-11 2.476e-10 4.173e-01 2.545e-03 1.861e-10 6.576e-03 3.340e-10 7.451e-03 1.296e-09 9.526e-10 4.848e-03 1.520e-09 2.411e-02 4.452e-11 4.686e-11 1.331e-10 5.272e-11 6.814e-10 8.638e-11 1.014e-03 2.337e-04 2.649e-02 1.249e-01 6.192e-11 4.645e-04 9.121e-10 1.820e-09 1.638e-03 4.562e-03 3.068e-09 2.627e-04 8.564e-05 3.510e-10 1.013e-02 1.145e-10 2.177e-10 1.919e-03 3.291e-03 8.991e-03 4.959e-02 5.482e-05 +90 TP 11 6.719e-11 4.621e-09 1.125e-02 3.139e-02 5.910e-10 1.406e-08 8.059e-03 2.436e-04 5.116e-04 9.047e-09 3.748e-01 2.417e-03 1.420e-09 8.257e-07 1.125e-05 1.058e-09 4.925e-04 1.974e-09 6.654e-05 2.498e-09 6.639e-11 4.936e-10 2.127e-03 2.722e-10 3.605e-10 1.371e-09 1.250e-01 4.224e-03 1.254e-08 5.173e-08 2.661e-10 6.264e-03 4.813e-04 2.671e-09 3.017e-10 2.635e-02 5.123e-06 8.772e-03 4.359e-04 2.477e-09 1.391e-09 2.127e-01 2.537e-09 6.687e-08 2.695e-02 1.569e-01 5.794e-04 5.733e-09 +90 TP 12 1.610e-10 1.439e-03 8.189e-02 8.541e-03 1.767e-03 1.153e-03 6.489e-02 1.263e-02 3.760e-03 1.003e-03 6.187e-03 4.258e-01 2.666e-03 3.456e-03 3.383e-03 1.578e-03 3.648e-04 2.507e-03 9.921e-04 1.720e-03 3.852e-11 2.471e-03 9.115e-03 1.659e-09 5.925e-11 1.763e-01 7.150e-03 4.028e-02 1.999e-03 1.695e-10 1.020e-09 5.198e-02 4.481e-06 5.769e-04 1.901e-04 2.371e-09 3.362e-03 9.606e-03 1.329e-02 8.545e-03 1.099e-03 1.066e-02 2.741e-03 3.471e-03 3.674e-03 8.658e-03 2.022e-03 1.713e-02 +90 TP 13 8.392e-11 2.133e-09 1.062e-02 3.544e-02 7.077e-10 3.106e-10 7.483e-03 2.234e-10 4.790e-09 8.476e-10 2.892e-02 2.925e-07 3.041e-01 1.531e-08 1.979e-01 1.977e-09 3.398e-10 3.218e-04 3.381e-10 3.654e-09 8.423e-11 4.349e-05 2.669e-08 1.543e-10 7.120e-04 9.051e-10 1.428e-02 2.375e-03 1.130e-09 1.271e-09 2.658e-10 8.047e-03 5.291e-10 2.637e-10 4.206e-10 2.291e-02 2.237e-09 7.044e-03 3.774e-04 6.523e-03 3.812e-09 7.735e-07 1.132e-01 1.154e-01 4.599e-02 7.833e-02 2.503e-08 4.333e-09 +90 TP 14 7.706e-11 2.012e-02 9.785e-03 2.021e-02 1.025e-02 6.403e-03 6.152e-03 5.093e-10 3.242e-02 3.992e-03 3.069e-02 6.182e-10 2.674e-02 3.310e-01 2.699e-02 1.463e-02 2.316e-03 2.378e-02 4.317e-03 1.423e-02 7.756e-11 5.506e-05 2.934e-09 1.398e-10 1.222e-09 1.805e-09 1.425e-02 1.994e-03 1.436e-02 6.464e-05 2.866e-10 4.549e-03 3.120e-03 5.358e-03 3.892e-04 1.716e-02 1.444e-02 6.094e-03 8.595e-04 5.315e-03 2.346e-02 2.346e-09 4.400e-02 1.338e-01 6.882e-02 5.044e-02 7.304e-03 5.856e-05 +90 TP 15 6.708e-11 4.561e-10 1.579e-02 5.133e-02 4.744e-10 6.989e-10 1.043e-02 1.098e-09 8.849e-04 9.334e-04 8.749e-02 1.644e-03 1.069e-05 1.975e-01 1.494e-01 1.964e-06 2.666e-10 4.788e-10 6.039e-10 1.491e-03 6.677e-11 1.255e-04 1.436e-03 1.060e-10 8.322e-04 4.847e-03 4.033e-02 4.515e-03 5.880e-10 1.052e-04 1.305e-10 1.661e-02 1.016e-09 3.696e-10 2.668e-10 2.863e-02 5.507e-10 2.186e-02 6.684e-04 1.066e-02 1.346e-08 1.120e-07 2.507e-03 4.417e-02 1.704e-01 1.316e-01 1.272e-05 3.697e-03 +90 TP 16 9.456e-11 4.143e-02 4.068e-03 1.701e-02 1.410e-02 5.020e-03 2.173e-03 2.544e-10 3.144e-09 8.717e-03 6.055e-03 9.451e-10 3.051e-02 9.307e-08 4.599e-02 3.977e-01 3.431e-03 1.627e-01 8.281e-03 2.455e-09 9.452e-11 1.117e-10 1.087e-09 1.197e-10 7.437e-10 5.163e-09 4.539e-03 1.347e-03 3.230e-02 4.132e-09 1.768e-10 9.643e-04 2.873e-03 4.481e-03 7.693e-04 1.241e-02 3.007e-02 4.155e-03 2.117e-04 4.465e-04 8.975e-02 1.084e-09 1.425e-09 1.184e-02 1.566e-02 2.370e-02 1.724e-02 6.238e-10 +90 TP 17 2.377e-11 5.388e-11 8.864e-05 2.170e-04 5.286e-03 2.029e-10 7.429e-11 3.340e-11 6.173e-11 1.199e-02 1.790e-04 8.192e-11 7.525e-04 7.130e-11 1.005e-03 5.062e-10 5.791e-01 6.002e-04 4.405e-02 2.398e-03 2.377e-11 2.380e-11 8.380e-11 2.415e-11 2.469e-04 3.267e-11 1.196e-04 3.081e-11 1.908e-03 8.115e-03 2.970e-11 6.499e-05 1.693e-01 2.379e-02 1.436e-01 5.642e-05 2.591e-10 1.594e-04 2.393e-11 9.510e-05 1.058e-03 3.358e-11 3.845e-11 6.944e-05 5.179e-04 2.362e-04 4.961e-03 3.534e-11 +90 TP 18 6.110e-11 1.123e-01 4.480e-03 1.015e-02 2.968e-02 1.462e-02 2.553e-03 1.452e-10 7.307e-10 1.707e-02 6.356e-03 6.489e-10 1.042e-02 5.696e-10 2.712e-02 2.540e-09 3.594e-03 3.809e-01 1.172e-02 1.070e-01 6.109e-11 6.365e-11 5.614e-10 7.898e-11 2.075e-03 3.551e-10 3.017e-03 8.947e-04 7.709e-02 2.482e-03 1.048e-10 2.919e-03 9.128e-03 1.455e-02 2.791e-03 1.008e-02 5.649e-02 2.544e-03 1.710e-04 1.181e-03 1.392e-02 5.060e-10 3.220e-03 6.455e-03 7.930e-03 1.435e-02 3.071e-02 2.604e-10 +90 TP 19 2.983e-11 1.484e-10 7.156e-04 1.530e-03 1.770e-02 2.748e-10 2.918e-04 4.136e-11 1.379e-04 4.698e-02 8.937e-04 9.193e-11 2.096e-03 3.264e-10 2.923e-03 2.010e-09 6.016e-02 1.815e-03 4.480e-01 6.760e-03 2.983e-11 2.991e-11 1.033e-10 3.126e-11 1.339e-03 5.461e-11 1.769e-04 1.040e-04 7.442e-03 3.040e-02 4.113e-11 4.002e-04 1.753e-01 1.487e-01 2.194e-02 1.187e-03 4.451e-10 2.478e-04 3.103e-11 1.310e-04 2.865e-03 5.958e-11 3.456e-05 5.604e-04 9.991e-04 3.176e-03 1.502e-02 4.882e-11 +90 TP 20 7.519e-11 1.349e-09 7.558e-03 2.386e-02 9.296e-10 3.488e-10 6.209e-03 3.166e-10 1.048e-09 6.855e-10 1.794e-02 8.127e-10 8.692e-02 5.964e-03 8.900e-02 2.239e-01 4.162e-10 4.890e-02 8.193e-10 1.407e-01 7.518e-11 8.826e-11 3.315e-09 1.028e-10 1.547e-04 8.547e-04 6.588e-03 2.547e-03 2.502e-09 1.917e-09 1.377e-10 4.898e-03 5.476e-10 3.580e-10 5.214e-10 1.530e-02 6.064e-10 5.599e-03 5.670e-04 2.073e-03 1.947e-01 2.581e-03 4.765e-09 1.703e-02 2.911e-02 6.709e-02 1.199e-09 5.737e-10 +90 TP 21 3.955e-01 4.832e-10 5.251e-10 5.025e-10 4.826e-10 4.825e-10 5.113e-10 5.057e-10 4.988e-10 4.825e-10 4.886e-10 5.038e-10 5.654e-10 4.916e-04 7.245e-10 4.962e-10 4.825e-10 4.827e-10 4.825e-10 4.856e-10 5.527e-01 4.018e-02 5.436e-10 7.604e-03 4.826e-10 5.656e-04 4.946e-10 7.606e-04 4.981e-10 4.826e-10 1.055e-09 4.994e-10 4.825e-10 4.825e-10 4.825e-10 4.966e-10 4.827e-10 4.922e-10 2.257e-03 4.919e-10 4.872e-10 5.274e-10 4.830e-10 5.036e-10 5.016e-10 4.883e-10 4.837e-10 4.980e-10 +90 TP 22 1.123e-01 1.182e-04 3.965e-03 5.508e-05 1.628e-05 2.550e-11 7.411e-03 6.104e-03 8.948e-05 2.568e-11 1.515e-04 2.803e-03 6.055e-05 2.058e-04 1.218e-10 1.472e-05 2.528e-11 1.177e-04 2.559e-11 4.287e-05 2.233e-03 5.260e-01 5.497e-04 1.456e-01 3.020e-05 2.570e-03 1.186e-04 3.438e-02 5.277e-05 2.752e-11 4.390e-02 8.690e-04 2.546e-11 2.583e-11 2.503e-11 4.308e-04 1.258e-05 4.751e-04 1.078e-01 2.196e-04 9.082e-05 9.376e-05 7.673e-05 1.161e-04 9.329e-05 7.205e-05 6.614e-06 7.953e-04 +90 TP 23 1.006e-10 2.666e-03 2.593e-02 5.841e-03 2.628e-03 1.958e-03 2.489e-02 2.397e-03 4.239e-03 1.431e-03 1.085e-02 1.118e-02 3.052e-03 7.152e-03 1.011e-03 3.551e-03 3.688e-04 4.518e-03 7.393e-04 3.515e-04 6.332e-11 5.695e-04 3.845e-01 1.870e-10 4.612e-05 4.249e-02 1.213e-02 1.736e-02 4.047e-03 3.332e-10 1.126e-09 7.110e-02 1.407e-03 7.852e-10 3.315e-04 6.071e-02 3.730e-03 1.534e-01 4.544e-03 1.797e-02 4.614e-03 1.362e-02 4.018e-03 7.541e-03 4.514e-03 1.577e-02 2.656e-03 5.823e-02 +90 TP 24 9.891e-03 5.418e-04 3.864e-02 2.852e-03 2.455e-04 2.245e-09 3.340e-02 6.163e-02 8.640e-04 9.455e-05 1.167e-03 1.902e-02 1.351e-04 1.329e-03 1.124e-06 2.429e-04 1.217e-10 8.023e-04 5.048e-11 1.524e-04 2.353e-10 4.610e-02 4.514e-03 2.405e-01 3.765e-05 2.722e-02 2.052e-03 1.514e-01 2.120e-04 2.338e-10 3.176e-01 9.204e-03 4.957e-05 1.439e-10 4.690e-11 7.765e-03 6.317e-04 5.640e-03 2.139e-05 2.324e-03 2.770e-04 3.291e-03 6.265e-04 1.414e-03 1.910e-04 2.724e-03 1.465e-10 5.278e-03 +90 TP 25 3.496e-10 1.412e-04 2.298e-03 7.066e-03 1.364e-03 6.832e-10 2.155e-03 4.659e-10 7.000e-10 1.294e-02 1.496e-03 9.262e-10 4.977e-03 6.677e-10 1.400e-02 8.039e-10 9.402e-03 1.427e-09 1.123e-02 1.605e-02 3.495e-10 3.854e-10 3.429e-09 4.548e-10 8.111e-01 3.173e-09 1.041e-09 1.265e-03 1.134e-02 1.929e-02 5.278e-10 6.085e-04 8.270e-03 9.492e-03 1.804e-02 2.816e-03 1.188e-09 5.308e-04 4.536e-04 2.059e-09 5.348e-03 3.690e-04 5.926e-10 3.874e-04 1.707e-03 1.553e-02 9.455e-03 8.792e-04 +90 TP 26 1.145e-04 1.143e-02 4.228e-02 5.347e-02 5.770e-03 5.172e-03 3.958e-02 1.642e-02 1.469e-02 3.210e-03 2.507e-02 3.922e-02 1.046e-02 2.192e-02 1.323e-02 7.759e-03 5.793e-04 1.518e-02 1.901e-03 6.527e-03 4.528e-11 1.304e-03 7.009e-02 3.182e-04 4.616e-04 9.549e-02 3.245e-02 2.069e-02 9.512e-03 3.371e-10 3.777e-03 1.303e-02 9.149e-04 9.309e-04 1.819e-10 2.305e-02 1.245e-02 8.147e-02 8.958e-03 3.897e-02 1.308e-02 4.372e-02 1.304e-02 2.208e-02 1.895e-02 5.367e-02 3.713e-03 8.393e-02 +90 TP 27 6.351e-05 6.017e-03 1.405e-02 4.453e-02 3.162e-03 1.496e-03 8.921e-03 3.029e-06 7.481e-03 2.241e-03 5.258e-02 1.960e-03 5.537e-03 1.814e-02 5.283e-03 3.425e-03 5.955e-04 7.093e-03 1.236e-03 4.545e-03 6.617e-11 1.521e-04 7.665e-08 1.540e-10 1.980e-04 1.394e-03 4.027e-01 3.183e-03 3.927e-03 1.072e-03 2.429e-10 1.163e-02 1.218e-03 2.660e-03 5.379e-04 2.277e-02 4.355e-03 2.105e-02 1.236e-03 8.745e-02 6.619e-03 1.240e-01 7.827e-03 9.878e-03 8.359e-03 6.687e-02 2.980e-03 1.952e-02 +90 TP 28 3.790e-03 2.611e-10 4.700e-03 2.639e-09 8.144e-11 7.171e-11 9.526e-05 9.512e-03 7.903e-11 1.648e-05 1.586e-10 1.437e-03 1.600e-10 3.284e-10 1.310e-10 6.546e-11 1.063e-05 1.546e-10 6.005e-11 7.515e-11 4.568e-05 6.270e-02 8.907e-10 3.353e-02 2.122e-11 2.521e-04 1.043e-10 4.190e-01 1.111e-10 4.175e-05 2.563e-01 8.154e-05 5.079e-05 8.543e-10 2.097e-11 1.301e-09 1.381e-10 1.834e-10 2.083e-01 2.755e-10 2.870e-10 4.582e-05 4.299e-05 7.662e-11 9.277e-05 3.824e-10 6.118e-11 1.532e-10 +90 TP 29 4.898e-11 1.413e-01 3.727e-03 1.686e-02 6.885e-10 5.782e-10 2.770e-03 1.184e-10 2.370e-03 1.014e-09 6.841e-03 2.283e-10 2.785e-02 3.068e-09 4.197e-02 2.255e-03 1.011e-03 8.293e-02 1.581e-03 1.370e-01 4.898e-11 4.769e-10 2.639e-10 5.936e-11 2.944e-10 1.176e-10 4.760e-03 1.052e-03 4.033e-01 8.189e-10 9.286e-11 4.423e-03 1.171e-03 6.822e-10 2.095e-03 1.093e-02 1.439e-09 1.888e-03 2.298e-04 2.035e-03 3.972e-02 1.825e-07 3.368e-03 1.044e-02 1.490e-02 3.105e-02 1.072e-09 1.482e-04 +90 TP 30 8.334e-11 6.563e-10 3.223e-03 1.218e-02 1.791e-02 6.952e-10 1.940e-03 1.488e-10 2.298e-07 9.187e-10 7.825e-03 6.399e-10 1.259e-02 1.190e-09 2.107e-02 9.964e-04 6.252e-10 2.211e-02 8.362e-10 6.959e-02 8.334e-11 8.385e-11 3.791e-10 9.123e-11 2.602e-04 1.932e-10 6.997e-04 1.405e-03 9.173e-02 1.824e-01 1.485e-10 1.096e-03 5.820e-10 5.185e-10 6.679e-08 6.879e-03 2.794e-01 1.865e-03 9.435e-11 1.350e-09 2.290e-02 7.666e-10 5.167e-10 4.642e-03 7.569e-03 1.829e-02 2.114e-01 2.383e-10 +90 TP 31 1.144e-03 2.988e-03 8.848e-02 7.387e-03 5.894e-04 4.932e-04 2.330e-01 1.662e-01 3.394e-03 2.880e-04 4.541e-03 4.477e-02 1.138e-03 5.402e-03 4.337e-07 1.822e-03 3.253e-10 3.256e-03 2.567e-04 1.199e-06 5.581e-11 1.121e-02 1.966e-02 2.028e-02 3.969e-11 7.199e-02 8.135e-03 2.846e-02 1.000e-03 2.173e-10 1.186e-01 3.480e-02 4.143e-10 4.677e-04 3.791e-11 3.419e-02 1.583e-03 1.758e-02 6.389e-03 1.024e-02 1.764e-03 9.648e-03 2.279e-03 5.508e-03 3.519e-03 7.692e-03 2.244e-04 1.961e-02 +90 TP 32 5.295e-06 4.308e-10 3.395e-08 1.787e-04 6.859e-04 7.228e-10 2.706e-02 1.078e-09 1.047e-09 5.350e-04 3.745e-06 1.146e-06 5.211e-10 5.599e-10 4.404e-09 4.464e-04 2.254e-04 5.161e-10 3.430e-04 1.477e-09 4.754e-11 1.692e-04 4.930e-02 6.630e-09 5.487e-10 2.997e-01 1.088e-08 2.061e-02 9.313e-10 1.568e-09 5.385e-10 4.308e-01 4.416e-04 2.987e-04 3.438e-04 1.637e-01 7.639e-10 1.256e-09 2.343e-03 1.846e-03 3.962e-10 6.303e-10 5.760e-10 9.359e-10 5.806e-10 7.719e-10 9.112e-04 8.168e-09 +90 TP 33 2.712e-11 1.237e-10 5.357e-04 6.131e-04 7.961e-03 2.780e-10 1.736e-04 3.655e-11 1.741e-10 2.508e-02 4.330e-04 1.185e-10 1.341e-03 1.285e-10 2.379e-03 2.823e-04 1.878e-01 1.119e-03 1.616e-01 4.601e-03 2.712e-11 2.730e-11 1.411e-09 2.879e-11 1.445e-03 3.819e-11 3.541e-04 5.442e-05 3.930e-03 1.695e-02 3.916e-11 2.376e-04 4.798e-01 5.448e-02 3.772e-02 6.599e-04 2.731e-10 3.607e-10 2.796e-11 1.601e-04 1.308e-03 4.392e-11 9.026e-11 1.739e-10 4.824e-04 1.430e-03 6.982e-03 5.600e-11 +90 TP 34 3.632e-11 1.809e-10 9.106e-04 3.184e-03 3.535e-02 1.031e-09 6.084e-04 4.680e-11 9.573e-11 1.422e-01 1.459e-03 1.234e-10 3.447e-03 1.657e-10 4.300e-03 1.928e-10 2.265e-02 1.707e-03 1.452e-01 1.326e-02 3.632e-11 3.692e-11 7.266e-07 4.329e-11 5.944e-04 1.241e-10 5.539e-04 2.366e-04 1.301e-02 5.380e-02 4.985e-11 5.121e-04 5.136e-02 4.579e-01 1.329e-02 2.187e-03 3.043e-09 1.957e-04 4.086e-05 4.519e-04 3.872e-03 7.412e-11 1.229e-10 5.669e-04 2.451e-03 4.023e-03 2.066e-02 7.863e-11 +90 TP 35 3.111e-11 9.575e-11 3.555e-05 2.072e-04 3.841e-03 1.928e-10 5.140e-11 3.776e-11 1.188e-10 7.897e-03 5.946e-04 6.195e-11 1.064e-04 1.473e-10 7.967e-04 1.675e-10 1.915e-01 4.599e-04 2.674e-02 1.814e-03 3.111e-11 3.113e-11 3.459e-10 3.134e-11 1.066e-03 4.720e-11 1.114e-04 3.256e-11 2.187e-03 6.165e-03 3.663e-11 1.062e-04 3.955e-02 1.317e-02 7.003e-01 2.195e-04 1.320e-09 5.086e-11 3.136e-11 1.412e-04 5.209e-04 1.304e-10 3.904e-11 1.571e-04 1.635e-04 2.717e-10 2.100e-03 4.316e-11 +90 TP 36 1.623e-04 2.068e-09 2.710e-01 1.848e-08 4.628e-10 8.452e-10 1.671e-01 5.599e-10 3.748e-10 2.947e-10 1.141e-05 3.361e-01 7.868e-10 3.783e-10 5.554e-06 2.247e-10 1.397e-10 9.855e-10 1.100e-10 4.058e-10 4.887e-11 6.347e-03 6.608e-10 5.680e-10 1.191e-04 9.794e-10 1.130e-03 9.364e-02 1.630e-04 1.853e-10 3.587e-10 1.389e-08 1.058e-10 3.499e-10 7.867e-11 8.752e-02 2.149e-10 1.104e-09 3.676e-02 3.681e-09 2.278e-10 4.787e-10 3.202e-10 9.914e-10 3.093e-10 2.083e-09 1.968e-09 9.452e-10 +90 TP 37 4.647e-11 5.793e-10 2.443e-03 6.807e-03 1.577e-01 3.886e-02 7.764e-04 7.151e-11 5.457e-10 4.707e-02 2.313e-03 3.839e-10 8.479e-03 4.822e-10 1.512e-02 9.916e-10 1.048e-02 9.374e-03 3.034e-02 3.169e-02 4.645e-11 5.118e-11 4.351e-10 5.877e-11 2.043e-03 1.531e-10 1.343e-03 7.523e-04 4.716e-02 3.336e-09 9.740e-11 1.585e-03 1.836e-02 3.047e-02 5.881e-03 5.401e-03 4.157e-01 7.375e-04 1.040e-04 7.275e-04 1.180e-02 2.014e-10 4.136e-10 1.732e-03 3.801e-03 8.861e-03 8.210e-02 2.489e-10 +90 TP 38 5.746e-11 6.735e-03 1.393e-02 1.137e-01 4.036e-03 2.336e-03 1.630e-02 3.239e-03 7.043e-03 2.031e-03 1.790e-02 5.955e-03 5.118e-03 1.121e-02 6.489e-03 5.521e-03 6.052e-04 8.318e-03 1.474e-03 3.501e-03 4.851e-11 4.179e-10 5.089e-03 4.342e-10 4.716e-04 7.144e-03 1.096e-02 1.185e-02 4.152e-03 6.606e-04 4.728e-10 7.883e-03 1.039e-03 1.506e-03 2.283e-04 2.616e-02 6.297e-03 3.742e-01 1.417e-03 5.875e-02 5.803e-03 2.845e-02 6.128e-03 1.135e-02 1.015e-02 3.820e-02 4.483e-03 1.422e-01 +90 TP 39 1.944e-02 1.399e-10 1.210e-03 4.077e-10 8.413e-11 5.261e-11 1.917e-09 2.092e-03 2.190e-10 5.544e-11 1.299e-10 5.969e-10 7.055e-11 6.848e-11 9.075e-11 8.669e-11 4.414e-11 6.758e-11 7.484e-11 6.229e-11 3.577e-04 2.211e-01 4.517e-10 1.899e-01 4.765e-11 9.100e-10 1.439e-10 9.840e-02 1.019e-10 5.728e-11 5.173e-02 3.539e-10 1.084e-10 3.208e-11 2.627e-11 5.622e-10 6.911e-11 1.390e-10 4.158e-01 2.214e-10 1.171e-10 1.489e-10 8.781e-11 2.756e-10 8.923e-11 2.273e-10 6.442e-05 1.715e-10 +90 TP 40 6.912e-11 6.533e-10 2.533e-02 1.136e-01 7.934e-10 6.939e-10 1.553e-02 2.287e-03 2.298e-09 2.096e-09 3.419e-03 4.031e-03 9.524e-10 2.173e-03 8.351e-09 9.547e-10 5.608e-10 5.052e-10 1.086e-08 8.718e-10 6.857e-11 1.674e-04 1.917e-07 2.989e-10 2.204e-10 2.842e-03 2.029e-02 7.824e-03 3.802e-09 5.756e-10 3.474e-10 1.560e-02 1.309e-06 9.777e-10 2.034e-04 5.070e-02 6.075e-10 1.009e-01 2.041e-03 3.477e-01 9.126e-04 8.426e-05 1.118e-03 6.340e-10 1.873e-03 3.052e-03 2.464e-04 2.781e-01 +90 TP 41 6.846e-11 3.017e-05 9.096e-03 2.867e-02 5.667e-10 9.112e-10 5.136e-03 3.280e-10 1.577e-01 8.175e-10 1.709e-02 2.137e-09 1.542e-01 6.704e-09 1.165e-01 4.528e-05 6.984e-04 7.256e-09 5.542e-10 3.190e-08 6.855e-11 1.124e-04 1.322e-09 9.308e-11 2.451e-10 6.791e-10 7.828e-03 1.594e-03 3.053e-09 1.703e-09 2.162e-10 3.848e-03 1.102e-09 6.211e-10 5.899e-04 1.790e-02 7.573e-10 7.126e-03 6.205e-04 1.883e-03 3.271e-01 1.999e-09 2.950e-02 2.470e-02 2.768e-02 6.035e-02 3.131e-08 9.628e-10 +90 TP 42 8.205e-11 3.373e-02 5.402e-03 2.780e-09 2.329e-02 9.270e-03 6.297e-03 1.813e-09 5.128e-02 1.042e-02 1.342e-04 4.520e-07 4.444e-02 1.247e-01 3.418e-02 2.988e-02 1.237e-03 4.478e-02 6.130e-03 1.927e-02 8.197e-11 6.029e-06 5.015e-07 3.390e-10 2.207e-03 3.879e-03 4.500e-03 8.166e-04 3.059e-02 2.099e-08 9.688e-10 2.213e-09 4.398e-03 5.311e-03 9.360e-04 4.548e-03 3.255e-02 1.431e-03 2.295e-04 8.922e-10 4.307e-02 1.225e-01 4.676e-02 8.842e-02 1.068e-01 2.572e-02 2.720e-02 3.692e-03 +90 TP 43 1.336e-10 5.179e-02 5.188e-03 2.613e-03 2.257e-02 1.537e-02 3.386e-08 4.777e-10 2.254e-01 1.516e-02 2.206e-03 8.026e-09 1.896e-06 2.593e-08 6.475e-05 3.033e-02 2.459e-03 6.820e-02 1.171e-02 3.702e-02 1.334e-10 1.480e-04 5.732e-04 2.217e-10 1.923e-03 1.136e-09 1.839e-04 5.012e-04 5.867e-02 5.558e-03 8.891e-10 3.103e-04 7.774e-03 1.517e-02 3.424e-03 9.265e-03 4.454e-02 7.463e-04 9.827e-04 4.334e-09 1.069e-01 5.881e-09 2.044e-01 3.584e-09 1.108e-02 8.816e-09 3.776e-02 1.558e-09 +90 TP 44 7.421e-11 2.547e-02 6.327e-03 1.486e-02 1.276e-02 6.731e-03 4.481e-03 5.767e-10 5.760e-02 5.991e-03 1.225e-02 4.153e-04 3.741e-02 1.236e-02 1.113e-01 2.434e-02 1.951e-03 3.448e-02 4.319e-03 1.695e-02 7.419e-11 6.800e-05 8.729e-10 1.863e-10 9.827e-04 5.668e-10 2.812e-03 1.237e-03 2.176e-02 4.409e-03 1.724e-10 4.176e-03 3.318e-03 5.190e-03 5.468e-04 1.209e-02 1.977e-02 3.189e-03 3.838e-04 6.309e-09 4.197e-02 7.465e-06 1.003e-01 3.210e-01 1.608e-02 3.587e-02 1.487e-02 1.663e-09 +90 TP 45 6.697e-11 5.158e-03 1.273e-02 2.675e-02 2.864e-03 1.616e-03 6.475e-03 4.029e-10 1.117e-02 2.665e-03 1.404e-01 1.132e-09 8.988e-03 1.077e-01 1.311e-02 3.283e-03 1.030e-03 4.660e-03 2.017e-03 6.808e-03 7.424e-11 1.496e-04 4.983e-03 1.111e-10 2.111e-04 1.881e-03 4.046e-02 3.397e-03 3.862e-03 3.312e-04 2.302e-10 9.527e-03 1.302e-03 1.960e-03 4.700e-04 2.200e-02 4.639e-03 8.116e-03 1.163e-03 6.646e-10 7.143e-03 3.951e-02 1.083e-02 3.163e-02 3.268e-01 1.189e-01 2.258e-03 1.153e-03 +90 TP 46 5.460e-11 6.527e-10 5.283e-02 2.203e-01 7.290e-10 4.720e-10 3.981e-02 5.543e-03 8.269e-04 4.233e-10 1.880e-09 1.772e-02 2.895e-09 3.143e-09 6.984e-05 1.079e-09 1.257e-10 8.911e-10 9.674e-10 2.466e-04 5.093e-11 5.890e-04 1.188e-02 1.324e-10 2.255e-04 6.183e-03 7.848e-02 2.230e-02 1.165e-03 3.624e-05 2.968e-10 5.908e-02 3.140e-10 2.287e-04 8.231e-05 9.644e-02 8.090e-04 1.117e-01 6.331e-03 1.945e-01 5.316e-04 5.766e-10 8.999e-10 6.962e-10 9.971e-10 7.203e-02 1.010e-07 1.385e-09 +90 TP 47 4.240e-11 3.192e-09 2.968e-03 8.455e-03 2.759e-02 1.262e-02 1.586e-03 6.516e-11 3.641e-03 1.590e-02 4.592e-03 1.566e-10 1.494e-02 9.881e-10 2.492e-02 2.371e-09 5.445e-03 1.806e-02 1.164e-02 6.921e-02 4.240e-11 9.433e-11 1.715e-10 5.098e-11 4.729e-04 1.984e-10 1.835e-03 8.043e-04 1.409e-01 8.980e-10 1.394e-10 1.766e-03 8.382e-03 1.187e-02 2.640e-03 8.276e-03 1.032e-01 1.610e-03 1.434e-04 8.199e-04 1.819e-02 2.195e-10 1.170e-03 5.291e-03 8.575e-03 1.822e-02 4.443e-01 2.156e-10 +90 TP 48 7.743e-11 1.514e-02 1.276e-02 1.284e-02 1.088e-02 4.234e-03 1.785e-02 5.362e-03 2.643e-02 7.444e-03 6.759e-02 1.014e-02 1.804e-02 3.512e-02 2.812e-02 1.473e-02 1.433e-03 2.368e-02 5.446e-03 8.524e-03 7.039e-11 2.118e-04 1.852e-02 3.464e-10 9.444e-04 1.154e-02 8.192e-02 8.762e-03 1.918e-02 1.239e-09 7.374e-10 1.937e-02 2.653e-03 4.280e-03 4.595e-09 1.447e-02 2.128e-02 2.966e-02 1.339e-03 1.548e-08 1.861e-02 1.220e-01 2.302e-02 4.699e-02 3.916e-02 6.944e-02 1.317e-02 1.077e-01 +91 IP 1 2.445e-09 +91 IP 2 2.469e-09 +91 IP 3 4.746e-03 +91 IP 4 2.485e-09 +91 IP 5 6.311e-09 +91 IP 6 2.445e-09 +91 IP 7 2.350e-03 +91 IP 8 2.454e-09 +91 IP 9 2.446e-09 +91 IP 10 2.922e-09 +91 IP 11 2.460e-09 +91 IP 12 2.445e-09 +91 IP 13 2.450e-09 +91 IP 14 2.447e-09 +91 IP 15 2.445e-09 +91 IP 16 2.446e-09 +91 IP 17 3.709e-07 +91 IP 18 2.875e-09 +91 IP 19 1.883e-02 +91 IP 20 2.445e-09 +91 IP 21 2.515e-09 +91 IP 22 2.445e-09 +91 IP 23 1.156e-01 +91 IP 24 2.469e-09 +91 IP 25 2.445e-09 +91 IP 26 3.808e-09 +91 IP 27 2.445e-09 +91 IP 28 5.322e-03 +91 IP 29 2.820e-02 +91 IP 30 2.445e-09 +91 IP 31 2.445e-09 +91 IP 32 2.445e-09 +91 IP 33 3.798e-01 +91 IP 34 3.493e-03 +91 IP 35 2.904e-09 +91 IP 36 2.714e-09 +91 IP 37 2.481e-09 +91 IP 38 2.445e-09 +91 IP 39 2.445e-09 +91 IP 40 2.447e-09 +91 IP 41 3.933e-01 +91 IP 42 2.445e-09 +91 IP 43 2.445e-09 +91 IP 44 2.445e-09 +91 IP 45 4.218e-02 +91 IP 46 3.120e-09 +91 IP 47 2.445e-09 +91 IP 48 3.812e-03 +91 IP 49 2.444e-03 +91 IP 50 4.056e-09 +91 EP 1 3.518e-11 3.518e-11 3.518e-11 3.604e-11 3.518e-11 3.520e-11 3.529e-11 3.888e-11 4.381e-11 6.088e-11 3.941e-11 5.629e-11 4.011e-11 4.159e-11 4.683e-11 5.827e-11 1.381e-10 6.618e-11 5.924e-11 1.427e-10 1.144e-04 1.126e-04 2.034e-05 2.164e-10 5.003e-10 4.179e-05 3.678e-04 4.817e-10 1.334e-04 1.049e-05 2.212e-10 1.543e-10 3.284e-10 5.808e-10 4.083e-01 5.315e-01 5.918e-02 5.691e-10 1.638e-09 3.969e-10 3.553e-10 1.849e-10 3.227e-10 1.203e-09 3.223e-10 3.525e-10 5.135e-10 1.772e-10 7.400e-11 1.746e-05 1.230e-10 6.832e-11 1.119e-10 7.985e-05 9.227e-11 4.692e-11 4.601e-11 2.834e-05 5.400e-11 5.477e-11 4.550e-05 3.734e-11 3.669e-11 3.723e-11 4.000e-11 4.035e-11 3.541e-11 3.653e-11 3.520e-11 3.536e-11 3.580e-11 3.522e-11 3.518e-11 3.880e-11 3.561e-11 3.518e-11 3.518e-11 3.552e-11 3.518e-11 3.518e-11 3.557e-11 3.570e-11 3.518e-11 3.518e-11 3.518e-11 3.518e-11 3.518e-11 3.518e-11 3.518e-11 3.518e-11 1.204e-10 +91 EP 2 7.216e-11 7.216e-11 7.216e-11 7.222e-11 7.416e-11 9.745e-11 1.570e-10 2.580e-10 3.027e-04 1.433e-03 2.424e-10 9.959e-10 3.315e-03 7.814e-03 4.356e-09 9.748e-01 3.328e-04 3.068e-03 5.524e-03 1.103e-03 7.253e-04 8.189e-04 3.238e-09 3.322e-04 2.626e-04 1.778e-04 5.983e-10 4.068e-10 2.773e-10 3.633e-10 4.757e-10 1.531e-10 1.490e-10 2.442e-10 2.835e-09 3.930e-10 1.496e-10 9.938e-11 8.287e-11 7.485e-11 7.561e-11 1.130e-10 7.707e-11 7.393e-11 7.334e-11 7.272e-11 7.298e-11 7.235e-11 7.262e-11 7.425e-11 7.725e-11 7.231e-11 7.252e-11 7.218e-11 7.218e-11 7.218e-11 7.218e-11 7.527e-11 7.223e-11 7.216e-11 7.218e-11 7.216e-11 7.216e-11 7.236e-11 7.558e-11 7.286e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.219e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.217e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 7.216e-11 2.385e-10 +91 EP 3 4.259e-11 4.259e-11 4.259e-11 4.358e-11 6.126e-11 2.069e-04 1.420e-10 1.903e-10 3.947e-02 9.098e-01 3.430e-02 6.260e-03 4.913e-03 1.558e-03 1.512e-03 6.645e-04 3.103e-04 3.330e-04 4.451e-04 3.751e-10 1.917e-10 1.191e-10 9.142e-11 1.426e-04 4.777e-05 6.077e-11 7.663e-11 1.438e-10 6.065e-11 6.750e-11 6.298e-11 9.997e-11 4.874e-11 4.349e-11 4.368e-11 4.374e-11 4.510e-11 4.567e-11 4.304e-11 4.282e-11 4.300e-11 4.287e-11 4.271e-11 4.285e-11 4.264e-11 4.270e-11 4.418e-11 4.266e-11 4.290e-11 4.260e-11 4.287e-11 4.260e-11 4.260e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.260e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 4.259e-11 1.173e-10 +91 EP 4 8.807e-11 8.807e-11 8.807e-11 8.817e-11 9.043e-11 1.290e-10 1.498e-10 1.354e-10 9.605e-09 1.369e-07 3.596e-10 1.009e-03 1.915e-03 8.781e-04 4.327e-04 8.814e-10 3.942e-02 9.193e-01 2.086e-02 7.934e-03 2.193e-03 3.383e-09 2.505e-03 1.404e-03 1.544e-03 2.281e-08 1.645e-09 1.245e-04 2.452e-04 3.794e-09 2.102e-04 7.308e-10 7.072e-10 2.734e-10 2.002e-10 1.378e-10 2.136e-10 1.388e-10 1.140e-10 9.438e-11 1.023e-10 1.146e-10 9.975e-11 9.265e-11 9.315e-11 9.005e-11 8.953e-11 8.894e-11 8.903e-11 1.012e-10 9.181e-11 8.862e-11 9.061e-11 8.817e-11 8.819e-11 8.816e-11 8.812e-11 8.929e-11 8.821e-11 8.809e-11 8.816e-11 8.808e-11 8.808e-11 8.871e-11 8.913e-11 8.895e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.894e-11 8.807e-11 8.824e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.812e-11 8.808e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 4.660e-10 +91 EP 5 8.563e-11 8.563e-11 8.563e-11 8.582e-11 1.017e-10 1.098e-04 6.731e-10 2.426e-10 2.895e-03 1.085e-03 4.311e-10 1.945e-08 1.359e-07 5.209e-01 3.203e-01 1.160e-01 6.084e-03 2.013e-02 6.558e-03 2.906e-03 1.376e-09 2.162e-03 1.555e-09 1.365e-09 2.779e-09 2.116e-09 1.370e-04 3.801e-10 5.507e-05 3.341e-04 2.249e-10 1.991e-10 1.564e-10 3.668e-10 1.292e-10 9.898e-11 6.140e-10 1.288e-10 1.000e-10 9.181e-11 1.038e-10 8.747e-11 8.848e-11 8.753e-11 8.836e-11 8.639e-11 8.793e-11 8.576e-11 8.650e-11 8.677e-11 1.405e-10 8.607e-11 8.563e-11 8.563e-11 8.564e-11 8.563e-11 8.563e-11 8.566e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.565e-11 8.731e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 8.563e-11 3.704e-04 +91 EP 6 4.964e-11 4.964e-11 4.964e-11 5.873e-11 4.964e-11 4.968e-11 4.984e-11 5.651e-11 6.041e-11 1.428e-10 6.639e-11 4.107e-05 5.833e-11 1.348e-10 1.331e-10 8.502e-11 9.242e-11 1.149e-10 1.898e-04 1.631e-10 3.275e-04 2.283e-10 3.686e-04 1.190e-03 6.242e-04 1.654e-03 1.684e-03 2.852e-03 4.399e-03 3.378e-03 4.286e-04 2.135e-03 6.126e-03 5.412e-03 3.242e-02 1.030e-01 1.889e-01 1.953e-01 1.663e-01 1.081e-01 6.819e-02 4.057e-02 2.030e-02 1.411e-02 7.833e-03 4.266e-03 3.259e-03 3.160e-03 1.715e-03 5.399e-04 4.384e-04 1.930e-04 4.656e-04 6.084e-09 2.655e-10 1.070e-04 1.131e-10 9.267e-10 1.146e-10 1.306e-04 1.434e-10 9.704e-11 7.317e-11 8.129e-11 1.311e-10 1.119e-10 5.509e-11 1.207e-10 5.116e-11 5.370e-11 1.379e-10 5.135e-11 4.964e-11 4.964e-05 5.403e-11 4.964e-11 4.964e-11 5.390e-11 4.964e-11 4.964e-11 5.717e-11 5.451e-11 4.964e-11 4.964e-11 4.964e-11 4.964e-11 4.964e-11 4.964e-11 4.964e-11 4.964e-11 9.922e-03 +91 EP 7 4.622e-11 4.622e-11 4.625e-11 4.834e-11 7.373e-11 2.030e-03 1.947e-10 8.011e-10 5.373e-01 3.429e-01 1.005e-01 1.117e-02 5.605e-03 1.764e-09 5.522e-04 1.584e-09 2.993e-10 2.073e-07 3.447e-07 3.329e-10 2.069e-10 2.112e-10 1.819e-10 1.081e-10 1.669e-10 7.992e-11 1.729e-09 8.204e-10 7.696e-11 7.669e-11 8.268e-11 6.780e-11 4.853e-11 4.765e-11 4.959e-11 4.721e-11 5.088e-11 5.507e-11 4.671e-11 4.653e-11 4.635e-11 4.625e-11 4.627e-11 4.735e-11 4.624e-11 4.626e-11 4.622e-11 4.622e-11 4.742e-11 4.622e-11 4.643e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 4.622e-11 1.767e-10 +91 EP 8 7.278e-11 7.278e-11 7.278e-11 7.283e-11 7.349e-11 8.661e-11 1.405e-10 1.065e-10 3.244e-04 4.038e-10 5.453e-04 7.465e-04 7.291e-09 9.258e-05 1.135e-03 3.252e-10 1.771e-03 8.226e-08 2.905e-03 3.025e-05 2.674e-02 7.108e-01 2.394e-01 8.795e-10 6.650e-03 3.371e-03 6.571e-04 6.816e-04 1.452e-03 3.040e-04 8.199e-10 6.289e-04 3.715e-10 1.078e-03 2.042e-04 6.191e-10 2.025e-10 1.681e-10 1.873e-10 9.978e-11 1.233e-10 1.173e-10 3.004e-10 1.278e-09 9.202e-11 1.371e-10 7.536e-11 1.122e-10 8.502e-11 7.778e-11 7.871e-11 7.641e-11 7.350e-11 7.321e-11 7.345e-11 7.349e-11 7.326e-11 7.291e-11 7.370e-11 7.282e-11 7.588e-11 7.279e-11 7.279e-11 9.050e-11 7.419e-11 8.096e-11 7.278e-11 7.279e-11 7.278e-11 7.278e-11 7.278e-11 7.280e-11 7.278e-11 7.302e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 7.281e-11 7.286e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 7.278e-11 5.360e-04 +91 EP 9 5.920e-11 5.920e-11 5.920e-11 5.969e-11 5.930e-11 6.031e-11 6.268e-11 7.479e-11 6.347e-05 7.570e-11 1.674e-04 1.473e-10 2.006e-10 9.161e-11 3.004e-10 2.155e-04 1.615e-10 1.379e-09 6.792e-04 5.766e-04 2.612e-04 1.202e-09 2.053e-03 1.738e-03 7.890e-10 4.867e-03 2.991e-09 4.860e-01 4.888e-01 6.885e-03 1.006e-09 5.627e-04 2.386e-04 3.771e-03 2.376e-05 2.376e-03 3.398e-04 1.468e-09 4.451e-10 1.889e-10 3.155e-10 1.231e-10 1.256e-10 7.497e-11 9.212e-11 3.111e-10 6.855e-11 8.878e-11 8.537e-11 6.316e-11 6.703e-11 8.464e-11 6.466e-11 6.417e-11 6.137e-11 6.695e-11 6.384e-11 5.983e-11 5.369e-05 5.938e-11 5.938e-11 5.925e-11 5.921e-11 6.092e-11 5.929e-11 7.934e-11 5.920e-11 5.922e-11 5.920e-11 5.920e-11 5.922e-11 5.953e-11 5.920e-11 7.618e-11 5.920e-11 5.920e-11 5.920e-11 5.921e-11 5.920e-11 5.920e-11 5.953e-11 5.986e-11 5.920e-11 5.920e-11 5.920e-11 5.920e-11 5.920e-11 5.920e-11 5.920e-11 5.920e-11 3.602e-04 +91 EP 10 8.791e-11 8.791e-11 8.791e-11 8.792e-11 9.186e-11 1.731e-10 7.956e-05 2.118e-10 1.440e-05 2.238e-03 8.146e-10 1.768e-03 3.998e-03 1.716e-03 1.588e-03 7.409e-10 1.394e-09 1.289e-09 3.896e-02 4.334e-01 3.141e-01 1.441e-01 4.111e-02 1.640e-08 2.360e-03 6.244e-03 4.132e-03 3.356e-08 5.327e-04 3.141e-09 5.691e-04 6.261e-10 8.860e-07 6.080e-10 2.153e-08 1.870e-10 3.674e-10 1.942e-10 3.997e-10 1.610e-10 1.838e-10 1.149e-10 3.470e-10 2.680e-05 1.063e-10 9.799e-11 9.028e-11 8.931e-11 9.058e-11 5.552e-05 1.108e-10 8.824e-11 8.807e-11 8.802e-11 8.863e-11 8.792e-11 8.794e-11 8.902e-11 8.811e-11 8.797e-11 8.807e-11 8.791e-11 8.791e-11 9.397e-11 8.997e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.809e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.801e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 8.791e-11 3.045e-03 +91 EP 11 7.583e-11 7.583e-11 7.583e-11 7.590e-11 7.725e-11 1.094e-10 1.271e-10 1.861e-10 5.353e-04 4.283e-04 3.910e-10 4.968e-04 1.344e-09 1.525e-05 1.051e-03 3.496e-02 8.820e-01 7.034e-02 3.010e-07 4.283e-03 2.260e-09 1.619e-03 1.563e-03 4.818e-09 1.246e-03 3.580e-07 4.412e-04 2.942e-04 5.718e-10 1.361e-04 1.020e-09 1.556e-04 2.198e-10 9.821e-05 4.066e-10 1.545e-10 1.605e-10 7.045e-05 9.113e-11 7.747e-11 7.880e-11 9.976e-05 8.727e-11 7.675e-11 7.621e-11 7.641e-11 7.767e-11 7.597e-11 7.591e-11 7.708e-11 7.636e-11 7.601e-11 7.646e-11 7.585e-11 7.587e-11 7.585e-11 7.585e-11 7.762e-11 7.584e-11 7.584e-11 7.586e-11 7.583e-11 7.583e-11 7.594e-11 7.662e-11 7.593e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.666e-11 7.583e-11 7.585e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.598e-11 7.585e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 7.583e-11 1.941e-04 +91 EP 12 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.735e-11 9.772e-11 9.997e-11 6.573e-10 2.039e-10 2.550e-04 2.789e-04 9.863e-05 1.228e-09 6.830e-10 3.194e-04 2.782e-10 1.457e-03 1.661e-04 1.122e-03 1.312e-03 1.298e-03 3.911e-10 4.295e-03 5.821e-07 2.364e-09 1.787e-05 1.334e-09 2.751e-01 3.793e-01 2.578e-01 7.314e-02 1.457e-08 2.362e-09 2.274e-04 2.503e-03 1.162e-09 2.136e-09 6.799e-04 4.707e-06 5.855e-10 1.236e-08 5.579e-10 1.799e-10 2.800e-10 4.527e-10 1.214e-10 3.012e-09 1.379e-10 1.367e-10 3.455e-10 3.189e-10 1.229e-10 1.040e-10 1.561e-10 1.018e-10 1.394e-10 1.067e-10 9.794e-11 9.746e-11 9.736e-11 1.005e-10 9.732e-11 9.735e-11 1.202e-10 1.019e-10 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.750e-11 9.733e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 9.732e-11 7.351e-04 +91 EP 13 7.895e-11 7.895e-11 7.895e-11 7.936e-11 7.922e-11 8.503e-11 9.267e-11 1.213e-10 1.169e-10 1.396e-10 8.922e-05 4.496e-10 3.371e-04 6.174e-05 5.106e-05 3.676e-10 2.972e-04 1.194e-04 2.555e-03 1.889e-09 2.645e-04 2.773e-09 9.937e-03 3.681e-09 5.404e-02 7.983e-01 1.104e-01 1.595e-09 1.014e-02 1.835e-03 5.413e-03 1.136e-03 1.674e-03 3.035e-08 8.845e-10 4.679e-04 7.475e-04 1.339e-09 1.770e-04 1.501e-10 3.171e-10 1.318e-10 2.061e-10 1.205e-04 8.925e-11 1.853e-10 1.017e-10 8.742e-11 1.489e-09 8.213e-11 9.033e-11 9.026e-11 8.427e-11 8.178e-11 8.074e-11 1.028e-10 8.435e-11 8.105e-11 8.254e-11 7.900e-11 7.948e-11 7.900e-11 7.895e-11 9.771e-11 7.952e-11 1.110e-10 7.896e-11 7.896e-11 7.895e-11 7.895e-11 7.898e-11 7.931e-11 7.895e-11 7.914e-11 7.895e-11 7.895e-11 7.895e-11 7.896e-11 7.895e-11 7.895e-11 7.957e-11 8.042e-11 7.895e-11 7.895e-11 7.895e-11 7.895e-11 7.895e-11 7.895e-11 7.895e-11 7.895e-11 1.875e-03 +91 EP 14 6.494e-11 6.494e-11 6.494e-11 6.517e-11 6.553e-11 7.078e-11 1.215e-10 1.589e-10 1.696e-04 2.258e-04 1.088e-09 4.092e-10 1.080e-03 1.437e-03 2.954e-10 1.976e-10 1.167e-03 1.111e-05 6.180e-04 1.013e-03 1.890e-08 4.646e-03 4.946e-01 4.807e-01 2.752e-09 4.495e-03 5.086e-06 3.421e-03 3.096e-03 7.240e-05 1.211e-03 4.662e-04 8.721e-04 3.747e-10 4.286e-10 1.970e-09 1.011e-04 6.550e-10 3.058e-10 1.093e-10 2.796e-10 2.152e-09 1.599e-10 1.030e-10 7.474e-11 7.429e-11 6.706e-11 6.481e-05 1.129e-10 6.979e-11 6.530e-11 7.232e-11 6.778e-11 6.548e-11 6.503e-11 6.585e-11 6.503e-11 6.495e-11 6.501e-11 6.494e-11 6.498e-11 6.494e-11 6.494e-11 6.515e-11 6.494e-11 9.281e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.531e-11 6.494e-11 6.497e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.506e-11 6.502e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 6.494e-11 5.377e-04 +91 EP 15 4.262e-11 4.262e-11 4.262e-11 4.317e-11 4.265e-11 4.287e-11 4.339e-11 6.215e-11 1.858e-10 1.413e-04 8.300e-11 7.984e-05 1.585e-04 9.232e-11 2.340e-08 6.941e-11 3.171e-04 2.072e-06 1.467e-10 4.356e-10 3.366e-04 6.245e-04 2.676e-05 2.023e-03 5.453e-04 3.872e-04 5.676e-10 5.798e-03 8.411e-10 1.040e-09 5.202e-01 4.544e-01 1.588e-03 6.925e-03 2.517e-08 4.839e-03 1.191e-03 1.956e-04 3.290e-10 2.627e-10 4.223e-10 1.308e-09 2.226e-10 1.758e-10 1.545e-10 1.581e-10 6.680e-05 4.915e-05 3.516e-05 5.519e-10 5.999e-11 5.263e-11 1.113e-10 6.705e-11 5.220e-11 4.715e-11 4.539e-11 4.502e-11 5.482e-11 4.541e-11 7.502e-11 4.383e-11 4.366e-11 4.474e-11 4.555e-11 5.349e-11 4.268e-11 4.291e-11 4.263e-11 4.266e-11 4.285e-11 4.270e-11 4.262e-11 5.993e-11 4.271e-11 4.262e-11 4.262e-11 4.270e-11 4.262e-11 4.262e-11 4.568e-11 4.310e-11 4.262e-11 4.262e-11 4.262e-11 4.262e-11 4.262e-11 4.262e-11 4.262e-11 4.262e-11 5.079e-05 +91 EP 16 6.225e-11 6.225e-11 6.225e-11 6.247e-11 6.253e-11 6.749e-11 8.002e-11 2.672e-10 1.285e-10 1.306e-10 2.342e-10 2.417e-10 1.535e-09 5.237e-07 2.745e-10 3.634e-10 1.145e-03 7.031e-10 2.922e-04 1.574e-03 2.538e-03 1.754e-09 2.975e-09 2.059e-01 7.372e-01 4.071e-03 2.157e-02 1.534e-02 2.886e-08 6.446e-03 2.165e-04 1.314e-03 2.206e-05 1.068e-03 1.264e-04 5.630e-04 2.135e-04 3.582e-04 5.757e-10 9.802e-11 1.200e-10 1.057e-10 1.583e-10 1.548e-10 7.136e-11 1.267e-10 8.055e-11 8.245e-11 8.015e-11 6.712e-11 6.786e-11 6.923e-11 6.507e-11 6.541e-11 6.320e-11 8.101e-11 6.395e-11 6.260e-11 6.531e-11 6.238e-11 6.286e-11 6.229e-11 6.228e-11 6.750e-11 6.255e-11 8.180e-11 6.225e-11 6.227e-11 6.225e-11 6.225e-11 6.227e-11 6.237e-11 6.225e-11 6.312e-11 6.225e-11 6.225e-11 6.225e-11 6.226e-11 6.225e-11 6.225e-11 6.258e-11 6.248e-11 6.225e-11 6.225e-11 6.225e-11 6.225e-11 6.225e-11 6.225e-11 6.225e-11 6.225e-11 1.843e-09 +91 EP 17 7.668e-11 7.668e-11 7.668e-11 7.678e-11 1.098e-10 4.396e-04 3.922e-10 1.483e-10 2.579e-03 3.011e-03 1.402e-09 6.098e-02 9.130e-01 1.664e-02 4.207e-09 1.374e-09 4.158e-09 3.597e-04 1.373e-03 3.571e-04 1.151e-09 9.381e-04 3.500e-10 1.561e-04 5.279e-10 4.299e-10 1.118e-10 1.684e-10 1.585e-10 1.783e-10 1.758e-04 1.956e-10 8.776e-11 9.436e-11 1.421e-10 7.896e-11 1.441e-10 8.420e-11 7.870e-11 7.767e-11 7.733e-11 7.743e-11 7.771e-11 7.694e-11 7.724e-11 7.687e-11 7.673e-11 7.671e-11 7.699e-11 7.696e-11 8.915e-11 7.674e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.671e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.677e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 7.668e-11 1.551e-10 +91 EP 18 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.255e-10 2.270e-10 1.021e-04 2.657e-10 5.167e-09 6.698e-10 2.370e-09 3.370e-09 2.797e-09 8.451e-10 4.262e-07 1.205e-09 2.617e-05 1.433e-08 9.443e-03 2.864e-03 9.219e-01 6.121e-02 2.090e-09 1.685e-03 6.341e-06 7.019e-09 1.264e-09 1.667e-03 2.378e-09 8.295e-10 4.392e-06 6.096e-04 2.862e-04 4.365e-10 3.811e-10 2.505e-10 3.268e-10 1.698e-04 5.442e-10 1.348e-10 1.471e-10 1.480e-10 5.841e-10 2.465e-10 1.335e-10 1.332e-10 1.245e-10 1.300e-10 1.326e-10 1.454e-10 1.287e-10 1.266e-10 1.232e-10 1.232e-10 1.239e-10 1.232e-10 1.233e-10 1.236e-10 1.234e-10 1.232e-10 1.234e-10 1.232e-10 1.232e-10 1.264e-10 1.236e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 1.232e-10 8.588e-10 +91 EP 19 6.551e-11 6.551e-11 6.663e-11 1.067e-10 2.640e-10 3.542e-01 3.758e-01 2.453e-01 1.205e-02 9.164e-03 1.754e-03 1.438e-03 9.806e-09 4.076e-04 7.238e-10 1.723e-10 1.126e-10 9.110e-11 8.873e-11 8.925e-11 1.605e-10 7.278e-11 6.719e-11 6.898e-11 7.000e-11 7.377e-11 8.189e-11 7.775e-11 1.312e-10 6.607e-11 6.638e-11 6.926e-11 6.555e-11 6.569e-11 6.552e-11 6.552e-11 6.551e-11 6.552e-11 6.552e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 6.551e-11 8.625e-11 +91 EP 20 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.205e-10 1.315e-10 1.045e-09 8.837e-04 4.750e-04 9.129e-05 8.530e-04 7.940e-04 7.540e-04 1.744e-03 1.319e-03 4.718e-04 1.257e-08 1.565e-03 4.572e-03 2.353e-03 4.974e-10 2.812e-06 3.613e-09 8.824e-02 4.789e-01 3.423e-01 6.295e-02 2.428e-09 2.388e-08 6.123e-03 5.500e-03 1.924e-06 2.859e-09 5.546e-10 7.949e-05 3.053e-09 4.917e-10 1.076e-09 3.453e-10 2.532e-10 1.918e-10 1.720e-10 4.277e-05 1.668e-10 2.514e-10 5.674e-10 1.326e-10 1.263e-10 1.845e-10 2.356e-10 1.149e-10 1.180e-10 1.139e-10 1.166e-10 1.191e-10 1.155e-10 1.138e-10 1.132e-10 1.132e-10 1.160e-10 1.132e-10 1.132e-10 1.424e-10 1.172e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.134e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.132e-10 1.245e-09 +91 EP 21 3.882e-11 3.882e-11 3.882e-11 3.931e-11 4.682e-11 2.609e-04 1.503e-10 1.134e-10 4.323e-03 4.843e-04 9.555e-01 1.294e-02 1.630e-02 4.444e-03 2.572e-03 9.562e-04 1.278e-03 3.056e-04 1.539e-04 8.848e-05 3.004e-04 1.508e-10 2.583e-05 1.676e-05 1.312e-10 9.052e-11 7.574e-11 4.423e-05 7.776e-11 7.830e-11 6.655e-11 8.653e-11 6.225e-11 4.106e-11 4.272e-11 4.171e-11 6.260e-11 4.542e-11 4.394e-11 3.923e-11 3.945e-11 3.929e-11 4.020e-11 3.910e-11 3.909e-11 3.919e-11 4.089e-11 3.886e-11 3.902e-11 3.890e-11 3.969e-11 3.883e-11 3.924e-11 3.882e-11 3.882e-11 3.883e-11 3.882e-11 3.885e-11 3.883e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.883e-11 3.888e-11 3.883e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.883e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.882e-11 3.029e-05 +91 EP 22 6.302e-11 6.302e-11 6.302e-11 6.338e-11 6.312e-11 6.431e-11 6.696e-11 8.535e-11 1.138e-07 2.207e-10 2.121e-10 5.211e-05 2.843e-10 1.183e-10 1.603e-04 1.937e-10 7.110e-09 1.888e-08 2.037e-04 7.327e-10 2.001e-03 2.072e-08 2.298e-04 1.238e-04 1.280e-09 5.261e-02 6.750e-01 2.272e-01 2.048e-09 2.598e-02 4.279e-03 3.870e-03 3.757e-03 5.821e-09 2.582e-03 8.852e-10 3.463e-04 5.930e-04 8.547e-05 1.978e-10 2.131e-04 8.858e-11 1.228e-10 1.000e-10 8.902e-11 1.639e-04 8.397e-11 7.734e-11 6.184e-05 7.028e-11 8.200e-11 7.661e-11 6.851e-11 6.722e-11 6.612e-11 7.128e-11 7.157e-11 6.414e-11 1.036e-10 6.346e-11 6.441e-11 6.313e-11 6.311e-11 6.712e-11 6.356e-11 8.294e-11 6.303e-11 6.305e-11 6.302e-11 6.303e-11 6.305e-11 6.332e-11 6.302e-11 6.923e-11 6.303e-11 6.302e-11 6.302e-11 6.303e-11 6.302e-11 6.302e-11 6.359e-11 6.381e-11 6.302e-11 6.302e-11 6.302e-11 6.302e-11 6.302e-11 6.302e-11 6.302e-11 6.302e-11 4.327e-04 +91 EP 23 2.707e-11 2.707e-11 6.675e-11 3.011e-10 9.891e-01 7.275e-03 3.289e-03 1.778e-09 8.682e-10 1.716e-04 1.267e-04 4.891e-11 6.071e-11 3.078e-11 2.971e-11 5.526e-05 7.699e-11 2.775e-11 2.778e-11 2.795e-11 2.746e-11 2.741e-11 2.826e-11 2.716e-11 2.839e-11 2.720e-11 2.718e-11 2.716e-11 2.760e-11 2.708e-11 2.710e-11 2.710e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.709e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.707e-11 2.796e-11 +91 EP 24 5.361e-11 5.361e-11 5.361e-11 5.416e-11 6.769e-11 3.151e-10 1.546e-10 1.289e-10 3.585e-03 5.265e-03 3.153e-02 9.119e-01 3.417e-02 3.775e-03 1.818e-03 3.157e-03 1.091e-03 1.245e-03 1.296e-03 1.616e-09 3.765e-05 5.741e-06 2.954e-10 6.039e-04 5.421e-05 2.026e-10 9.448e-11 3.865e-04 1.221e-10 3.270e-05 1.124e-10 9.718e-11 1.049e-10 5.823e-11 5.860e-11 5.747e-11 9.556e-11 6.324e-11 5.935e-11 5.380e-11 5.560e-11 5.862e-11 5.737e-11 5.367e-11 5.374e-11 5.386e-11 5.363e-11 5.362e-11 5.361e-11 5.361e-11 5.389e-11 5.361e-11 5.400e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.367e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.362e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.369e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 5.361e-11 3.871e-10 +91 EP 25 2.391e-11 2.391e-11 2.391e-11 2.679e-11 2.391e-11 2.391e-11 2.392e-11 2.403e-11 2.436e-11 2.433e-11 2.520e-11 2.787e-11 2.438e-11 2.550e-11 2.528e-11 1.341e-10 2.876e-05 2.784e-11 2.926e-11 4.503e-11 4.820e-10 3.368e-07 3.640e-11 8.442e-10 4.860e-11 4.322e-11 6.036e-11 6.085e-10 2.968e-04 1.323e-04 1.040e-05 1.832e-10 3.249e-07 1.868e-10 1.758e-10 1.594e-10 3.533e-07 3.094e-01 4.575e-01 1.930e-01 3.926e-02 3.682e-09 4.334e-10 4.377e-10 5.484e-10 3.056e-08 2.724e-09 2.284e-09 3.804e-10 2.126e-10 5.578e-05 4.137e-05 3.738e-10 1.945e-10 3.150e-05 2.489e-05 5.075e-11 4.147e-11 1.442e-10 1.001e-10 3.613e-11 3.695e-11 2.977e-11 3.822e-11 2.601e-11 5.265e-11 2.772e-11 6.303e-11 2.406e-11 2.952e-11 3.037e-11 2.461e-11 2.391e-11 2.567e-11 3.775e-11 2.391e-11 2.391e-11 3.582e-11 2.391e-11 2.391e-11 2.402e-11 2.449e-11 2.391e-11 2.391e-11 2.391e-11 2.391e-11 2.391e-11 2.391e-11 2.391e-11 2.391e-11 1.532e-04 +91 EP 26 5.039e-11 5.039e-11 5.039e-11 5.074e-11 9.340e-11 2.101e-10 1.394e-10 1.782e-10 1.375e-09 4.305e-01 3.419e-01 1.471e-01 3.201e-02 1.844e-02 1.350e-02 6.150e-03 2.958e-03 2.993e-03 9.307e-04 1.360e-03 4.990e-04 7.290e-04 5.373e-10 2.227e-09 4.503e-04 4.577e-08 8.290e-05 9.791e-05 2.801e-08 5.173e-05 4.375e-06 2.149e-10 1.022e-10 5.484e-11 6.581e-11 5.414e-11 8.078e-11 6.917e-05 5.580e-11 5.052e-11 5.204e-11 5.065e-11 5.432e-11 5.073e-11 5.041e-11 5.044e-11 5.039e-11 5.043e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 6.234e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.043e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.427e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 5.039e-11 2.438e-04 +91 EP 27 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.098e-10 1.238e-10 1.418e-10 1.952e-04 7.017e-10 7.594e-10 3.964e-04 7.829e-04 5.180e-05 7.099e-04 1.876e-09 7.395e-10 1.011e-03 1.890e-03 1.554e-09 3.335e-04 1.972e-04 8.252e-10 2.850e-01 4.855e-01 2.194e-01 2.198e-03 4.989e-04 2.812e-09 1.466e-06 1.881e-03 1.219e-09 1.376e-09 2.457e-09 1.220e-09 1.530e-09 7.578e-10 1.312e-09 2.896e-10 3.478e-10 2.391e-10 2.243e-10 1.866e-10 1.264e-10 2.165e-10 1.530e-10 3.927e-10 1.153e-10 1.127e-10 1.590e-10 1.283e-10 1.847e-10 1.132e-10 1.098e-10 1.108e-10 1.112e-10 1.097e-10 1.142e-10 1.101e-10 1.097e-10 1.097e-10 1.187e-10 1.097e-10 1.097e-10 3.317e-10 1.149e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.098e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 1.097e-10 4.843e-10 +91 EP 28 1.936e-11 1.936e-11 1.937e-11 2.150e-11 3.784e-11 2.078e-10 2.471e-10 9.285e-01 3.400e-02 2.376e-02 9.159e-03 1.346e-03 8.769e-04 7.092e-04 5.976e-04 7.394e-04 6.542e-05 8.208e-05 1.788e-10 7.208e-05 1.005e-10 2.743e-10 7.403e-05 3.629e-11 1.706e-05 1.844e-05 1.903e-05 2.818e-11 2.631e-11 2.186e-11 2.296e-11 2.270e-11 2.072e-11 1.961e-11 1.965e-11 1.953e-11 1.986e-11 2.366e-11 1.946e-11 1.938e-11 1.952e-11 1.939e-11 1.942e-11 1.940e-11 1.937e-11 1.937e-11 1.941e-11 1.937e-11 1.938e-11 1.937e-11 1.938e-11 1.936e-11 1.945e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.937e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.937e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.944e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 1.936e-11 2.959e-11 +91 EP 29 2.136e-11 2.136e-11 2.160e-11 2.935e-11 5.995e-11 2.684e-10 9.850e-01 7.022e-10 1.068e-02 3.182e-03 5.834e-04 4.085e-04 1.166e-04 6.350e-10 1.968e-10 7.229e-10 3.418e-05 5.383e-11 2.283e-05 5.149e-11 2.836e-11 1.558e-10 3.939e-11 2.771e-11 8.918e-10 2.861e-11 2.722e-11 2.504e-11 2.881e-11 2.187e-11 2.213e-11 2.240e-11 2.166e-11 2.144e-11 2.143e-11 2.139e-11 2.145e-11 2.562e-11 2.137e-11 2.136e-11 2.137e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.137e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.136e-11 2.298e-05 +91 EP 30 3.732e-10 3.732e-10 3.732e-10 3.803e-10 3.735e-10 3.756e-10 3.793e-10 3.884e-10 3.848e-10 3.950e-10 4.217e-10 4.627e-10 3.930e-09 4.765e-04 4.372e-04 4.375e-10 5.762e-04 3.635e-04 6.906e-10 4.956e-10 1.315e-09 8.119e-04 5.535e-04 1.520e-03 1.083e-03 1.979e-03 2.612e-03 5.213e-04 1.010e-03 1.754e-03 1.267e-03 1.220e-03 1.114e-09 3.033e-09 3.308e-03 7.272e-10 9.379e-10 3.262e-04 1.799e-03 2.637e-04 9.813e-04 1.385e-03 1.101e-08 5.874e-10 2.399e-09 1.104e-09 1.593e-03 9.333e-04 1.330e-09 9.946e-05 4.080e-04 1.346e-03 1.923e-03 5.840e-10 1.394e-03 5.811e-10 3.915e-10 3.991e-10 3.969e-10 2.465e-04 3.868e-10 3.802e-10 3.968e-10 3.948e-10 4.503e-10 4.812e-10 3.742e-10 3.755e-10 3.736e-10 3.739e-10 3.775e-10 3.735e-04 3.732e-10 3.851e-10 3.740e-10 3.732e-10 3.732e-10 3.744e-10 7.465e-04 3.732e-04 2.239e-03 7.385e-04 3.732e-04 3.732e-10 3.732e-10 3.732e-10 3.732e-10 3.732e-10 3.732e-10 3.732e-10 9.630e-01 +91 EP 31 3.642e-11 3.642e-11 3.642e-11 3.720e-11 3.642e-11 3.647e-11 3.676e-11 4.488e-11 1.894e-10 1.285e-10 4.760e-11 1.732e-10 6.818e-11 5.436e-11 9.193e-11 6.538e-11 1.005e-04 3.387e-10 4.874e-05 9.683e-10 2.471e-05 5.786e-10 4.949e-05 6.631e-10 4.612e-04 3.664e-04 3.899e-08 2.040e-03 1.390e-03 5.033e-10 9.741e-10 2.531e-10 4.853e-02 6.244e-01 3.107e-01 1.853e-09 1.172e-02 1.961e-09 4.728e-10 2.678e-10 2.388e-10 1.509e-10 4.293e-10 8.576e-10 2.636e-10 4.090e-10 5.945e-05 1.422e-10 8.097e-11 1.416e-04 9.693e-11 5.805e-11 1.003e-10 6.956e-11 5.694e-11 4.523e-11 4.290e-11 8.122e-11 6.149e-11 4.939e-11 2.407e-10 3.886e-11 3.876e-11 3.873e-11 4.417e-11 4.170e-11 3.661e-11 3.740e-11 3.644e-11 3.654e-11 3.718e-11 3.647e-11 3.642e-11 4.223e-11 3.670e-11 3.642e-11 3.642e-11 3.669e-11 3.642e-11 3.642e-11 3.733e-11 3.811e-11 3.642e-11 3.642e-11 3.642e-11 3.642e-11 3.642e-11 3.642e-11 3.642e-11 3.642e-11 2.642e-10 +91 EP 32 6.702e-11 6.702e-11 6.702e-11 6.711e-11 7.107e-11 9.846e-05 1.402e-10 1.606e-10 3.967e-10 1.016e-03 2.112e-10 7.936e-10 9.231e-10 6.962e-09 3.496e-01 3.297e-01 1.675e-01 7.946e-02 2.422e-02 2.126e-02 9.740e-03 2.088e-03 4.695e-03 4.574e-03 1.325e-03 1.688e-03 6.678e-04 1.443e-04 2.207e-10 7.551e-04 5.226e-04 4.101e-04 1.201e-04 7.374e-05 7.210e-10 1.473e-10 3.089e-05 3.001e-10 9.754e-11 6.857e-11 7.174e-11 9.887e-11 1.281e-10 6.876e-11 6.741e-11 6.812e-11 7.158e-11 6.726e-11 6.704e-11 6.706e-11 6.714e-11 6.705e-11 7.193e-11 6.703e-11 6.703e-11 6.704e-11 6.702e-11 6.735e-11 6.702e-11 6.703e-11 6.702e-11 6.702e-11 6.702e-11 6.704e-11 6.713e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.785e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.836e-11 6.704e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 6.702e-11 3.196e-04 +91 EP 33 3.273e-10 5.237e-03 9.479e-01 4.631e-02 5.273e-04 6.042e-10 4.025e-10 4.007e-10 3.350e-10 3.386e-10 3.451e-10 3.275e-10 3.278e-10 3.274e-10 3.274e-10 3.281e-10 3.275e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 3.273e-10 +91 EP 34 7.445e-11 7.445e-11 7.445e-11 7.452e-11 8.071e-11 2.800e-10 1.870e-10 1.864e-10 6.503e-04 8.030e-04 5.657e-10 1.378e-02 7.236e-02 8.661e-01 3.771e-02 3.055e-09 4.671e-03 1.009e-03 6.725e-04 3.889e-10 6.217e-04 3.326e-04 9.579e-09 6.706e-04 7.859e-05 2.440e-10 1.843e-10 2.186e-04 1.564e-04 7.554e-05 1.514e-10 1.188e-10 9.417e-11 6.256e-05 2.151e-10 1.129e-10 9.801e-11 8.056e-11 7.627e-11 7.495e-11 7.512e-11 7.786e-11 7.843e-11 7.493e-11 7.458e-11 7.490e-11 7.470e-11 7.447e-11 7.458e-11 7.446e-11 7.521e-11 7.448e-11 7.450e-11 7.445e-11 7.446e-11 7.445e-11 7.446e-11 7.478e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.448e-11 7.453e-11 7.446e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.452e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.456e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 7.445e-11 6.645e-10 +91 EP 35 7.231e-11 7.231e-11 7.231e-11 7.236e-11 7.562e-11 1.088e-10 2.757e-10 3.286e-10 9.852e-04 1.440e-03 2.958e-10 1.621e-03 7.761e-03 3.838e-02 8.979e-01 3.255e-02 5.854e-03 5.176e-03 2.568e-03 2.322e-03 1.503e-09 1.713e-03 6.433e-04 2.656e-10 3.118e-10 1.295e-04 1.916e-04 1.838e-04 2.882e-10 9.842e-05 2.729e-10 1.158e-10 1.129e-10 1.315e-10 9.571e-11 3.247e-05 1.056e-10 8.543e-11 7.419e-11 7.403e-11 7.510e-11 7.684e-11 7.442e-11 7.304e-11 7.300e-11 7.249e-11 7.264e-11 7.235e-11 7.254e-11 7.271e-11 7.610e-11 7.239e-11 7.254e-11 7.231e-11 7.232e-11 7.232e-11 7.231e-11 7.332e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.236e-11 7.970e-11 7.233e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.233e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.233e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 7.231e-11 4.508e-04 +91 EP 36 2.953e-11 2.953e-11 2.955e-11 3.061e-11 4.720e-11 3.384e-10 1.408e-10 6.909e-10 9.436e-01 4.694e-02 3.551e-04 4.413e-03 2.499e-03 8.784e-04 3.150e-04 1.715e-04 3.955e-04 6.164e-05 2.055e-04 2.238e-05 1.297e-10 7.163e-11 5.588e-11 6.658e-11 7.499e-11 8.764e-05 4.876e-11 5.138e-11 4.764e-11 3.442e-11 5.560e-11 3.238e-05 3.290e-11 3.016e-11 3.026e-11 2.966e-11 3.111e-11 4.088e-11 2.964e-11 2.957e-11 2.988e-11 2.956e-11 2.960e-11 2.972e-11 2.954e-11 2.954e-11 2.977e-11 2.954e-11 2.953e-11 2.953e-11 2.957e-11 2.953e-11 3.899e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.969e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 2.953e-11 4.245e-11 +91 EP 37 6.689e-11 6.689e-11 6.689e-11 6.701e-11 8.106e-11 2.290e-10 1.088e-10 1.487e-10 3.151e-09 1.630e-09 5.726e-10 1.376e-02 5.034e-01 3.728e-01 4.301e-02 2.151e-02 1.903e-02 6.777e-03 5.110e-03 5.202e-03 2.050e-03 1.119e-03 1.086e-03 1.288e-03 5.664e-04 1.289e-03 7.012e-10 6.808e-09 1.547e-04 2.949e-04 1.584e-05 4.298e-09 2.112e-04 9.120e-11 5.480e-05 9.016e-11 1.721e-04 1.352e-10 8.716e-11 6.778e-11 7.252e-11 8.245e-11 8.352e-11 6.738e-11 6.720e-11 6.762e-11 6.707e-11 6.698e-11 6.690e-11 6.718e-11 6.695e-11 6.690e-11 7.444e-11 6.689e-11 6.689e-11 6.690e-11 6.689e-11 6.694e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.765e-11 6.690e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.701e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.848e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 6.689e-11 1.073e-03 +91 EP 38 1.891e-11 1.891e-11 1.891e-11 2.859e-11 1.891e-11 1.891e-11 1.891e-11 1.897e-11 1.915e-11 1.912e-11 2.039e-11 1.978e-11 1.914e-11 1.965e-11 1.962e-11 2.346e-11 5.079e-09 2.184e-11 2.203e-11 2.270e-11 4.990e-05 2.898e-11 2.186e-11 6.615e-05 5.366e-11 3.571e-11 3.516e-11 8.368e-11 3.301e-04 6.321e-05 2.910e-04 7.595e-04 1.039e-03 9.187e-04 9.834e-04 2.398e-10 6.870e-04 3.067e-10 7.186e-02 2.672e-01 2.919e-01 1.873e-01 9.694e-02 4.290e-02 1.911e-02 9.393e-03 4.539e-03 1.074e-03 4.858e-04 3.198e-04 9.334e-05 2.899e-04 4.675e-04 5.913e-04 1.222e-05 9.454e-06 9.430e-05 5.252e-11 1.008e-04 8.461e-09 6.296e-11 1.625e-10 4.023e-11 9.994e-11 2.709e-11 1.333e-10 6.130e-11 1.034e-04 2.121e-11 9.003e-11 4.132e-11 2.573e-11 1.891e-11 2.437e-11 1.079e-10 1.891e-11 1.891e-11 1.891e-05 1.891e-11 1.891e-11 1.914e-11 2.731e-11 1.891e-11 1.891e-11 1.891e-11 1.891e-11 1.891e-11 1.891e-11 1.891e-11 1.891e-11 2.758e-10 +91 EP 39 4.816e-11 4.816e-11 4.816e-11 4.854e-11 4.819e-11 4.852e-11 4.965e-11 5.233e-05 7.976e-11 2.142e-10 2.565e-10 1.451e-04 9.725e-11 7.785e-11 2.682e-04 9.211e-11 2.180e-10 3.746e-10 1.728e-04 6.231e-04 4.957e-04 8.242e-10 9.989e-04 1.719e-03 1.475e-03 5.185e-03 1.065e-09 1.070e-09 1.647e-01 6.336e-01 1.814e-01 7.557e-10 1.756e-03 3.402e-05 4.716e-03 8.674e-04 1.720e-03 1.343e-09 3.202e-10 9.150e-10 2.314e-10 3.887e-10 3.581e-10 7.929e-11 1.033e-04 1.365e-10 1.716e-10 2.321e-10 1.977e-10 1.064e-10 5.888e-11 5.629e-11 7.970e-11 1.198e-10 5.197e-11 5.290e-11 5.149e-11 4.956e-11 6.775e-11 4.945e-11 5.589e-11 4.851e-11 4.848e-11 4.986e-11 4.894e-11 5.912e-11 4.819e-11 4.830e-11 4.817e-11 4.818e-11 4.826e-11 4.826e-11 4.816e-11 8.346e-11 4.819e-11 4.816e-11 4.816e-11 4.819e-11 4.817e-11 4.817e-11 4.892e-11 4.869e-11 4.817e-11 4.816e-11 4.816e-11 4.816e-11 4.816e-11 4.816e-11 4.816e-11 4.816e-11 7.540e-10 +91 EP 40 7.968e-11 7.968e-11 7.968e-11 7.988e-11 8.190e-11 1.040e-10 9.303e-11 1.365e-10 2.533e-09 3.103e-05 1.553e-10 5.702e-10 1.034e-09 6.261e-10 6.561e-04 5.257e-10 5.615e-09 2.125e-01 4.365e-01 2.626e-01 3.224e-02 1.300e-02 9.979e-03 9.635e-03 4.445e-03 4.266e-03 2.602e-03 3.283e-03 8.034e-04 2.556e-03 6.230e-04 4.435e-08 7.519e-04 1.144e-04 3.007e-04 9.213e-04 6.973e-04 2.450e-10 1.891e-10 8.323e-11 1.978e-10 2.113e-10 2.001e-10 8.237e-11 8.061e-11 8.216e-11 8.532e-11 8.054e-11 7.982e-11 7.975e-11 7.975e-11 7.973e-11 9.564e-11 7.969e-11 7.971e-11 7.972e-11 7.969e-11 7.971e-11 7.968e-11 7.969e-11 7.969e-11 7.968e-11 7.968e-11 7.972e-11 7.973e-11 7.970e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 8.497e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 8.041e-11 7.970e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 7.968e-11 1.533e-03 +91 EP 41 6.205e-11 6.333e-11 8.059e-10 9.963e-01 2.897e-09 3.465e-03 4.766e-10 2.559e-04 1.159e-10 1.425e-10 1.663e-10 6.529e-11 6.718e-11 6.259e-11 6.245e-11 8.083e-11 6.700e-11 6.221e-11 6.211e-11 6.215e-11 6.209e-11 6.208e-11 6.215e-11 6.206e-11 6.216e-11 6.206e-11 6.206e-11 6.205e-11 6.207e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.206e-11 6.207e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.205e-11 6.215e-11 +91 EP 42 2.767e-11 2.767e-11 2.767e-11 9.584e-11 2.767e-11 2.767e-11 2.767e-11 2.786e-11 2.784e-11 3.104e-11 3.203e-11 2.845e-11 2.792e-11 2.861e-11 2.850e-11 2.959e-11 3.570e-11 3.294e-11 3.180e-11 3.072e-11 2.737e-05 3.216e-11 3.080e-11 5.438e-11 5.618e-11 5.669e-11 6.561e-05 1.783e-10 2.168e-10 1.686e-04 5.491e-04 6.600e-06 1.918e-04 1.464e-03 1.692e-03 8.894e-04 1.699e-03 1.437e-03 5.238e-04 1.841e-09 5.563e-02 1.387e-01 1.674e-01 1.590e-01 1.172e-01 8.417e-02 5.683e-02 4.299e-02 2.844e-02 2.063e-02 1.441e-02 1.080e-02 7.253e-03 4.938e-03 4.131e-03 3.135e-03 2.518e-03 1.970e-03 2.013e-03 9.603e-04 7.389e-04 6.087e-04 3.597e-04 6.087e-04 5.810e-04 1.383e-04 3.044e-04 9.768e-05 2.767e-05 2.213e-04 5.534e-05 5.532e-05 2.767e-11 4.310e-11 8.301e-05 2.767e-11 2.767e-11 1.964e-10 2.767e-11 2.767e-11 2.893e-11 2.826e-05 2.767e-11 2.767e-11 2.767e-11 2.767e-11 2.767e-11 2.767e-11 2.767e-11 2.767e-11 6.424e-02 +91 EP 43 3.888e-11 3.888e-11 3.888e-11 3.949e-11 3.889e-11 3.901e-11 3.941e-11 4.878e-11 7.632e-05 8.868e-05 6.271e-11 1.333e-10 1.413e-10 7.811e-11 1.602e-09 7.396e-11 1.754e-09 5.102e-04 1.372e-10 4.329e-04 3.009e-04 1.228e-06 1.615e-03 4.908e-04 6.590e-04 2.195e-03 4.719e-04 3.876e-03 3.274e-03 4.393e-10 3.562e-10 2.532e-01 6.448e-01 7.292e-02 6.434e-10 1.177e-02 2.698e-03 1.130e-05 3.309e-10 2.965e-10 2.640e-10 1.453e-10 7.189e-10 4.158e-10 1.760e-10 5.726e-07 1.201e-08 2.604e-10 9.251e-11 1.919e-05 8.269e-11 5.027e-11 7.713e-11 5.813e-11 4.859e-11 4.385e-11 4.261e-11 4.604e-11 5.467e-11 4.557e-11 1.492e-10 4.031e-11 4.185e-11 4.097e-11 4.313e-11 4.552e-11 3.897e-11 3.934e-11 3.889e-11 3.893e-11 3.924e-11 3.892e-11 3.888e-11 4.650e-11 3.900e-11 3.888e-11 3.888e-11 3.898e-11 3.888e-11 3.888e-11 4.087e-11 3.994e-11 3.888e-11 3.888e-11 3.888e-11 3.888e-11 3.888e-11 3.888e-11 3.888e-11 3.888e-11 6.036e-04 +91 EP 44 2.997e-11 2.997e-11 2.997e-11 3.098e-11 2.997e-11 2.997e-11 2.998e-11 3.049e-11 3.161e-11 3.268e-11 3.285e-11 3.600e-11 3.124e-11 3.318e-11 3.415e-11 3.273e-05 9.038e-11 3.977e-11 3.895e-11 6.620e-05 3.914e-07 5.185e-05 7.910e-05 1.157e-05 6.061e-11 1.298e-10 5.370e-05 3.716e-04 1.112e-09 4.597e-10 1.628e-09 1.702e-10 2.305e-10 1.899e-10 1.867e-10 1.505e-01 5.638e-01 2.830e-01 6.612e-08 4.647e-10 8.563e-10 1.851e-03 5.059e-10 2.022e-09 1.937e-09 1.063e-04 8.439e-10 3.156e-10 1.113e-10 1.946e-10 9.961e-11 2.361e-10 7.801e-05 8.918e-11 1.880e-10 5.394e-11 4.175e-11 5.278e-11 7.183e-11 5.008e-11 6.290e-11 3.243e-11 3.162e-11 3.265e-11 3.112e-11 3.648e-11 3.063e-11 3.474e-11 2.999e-11 3.071e-11 3.127e-11 3.006e-11 2.997e-11 3.175e-11 3.175e-11 2.997e-11 2.997e-11 3.189e-11 2.997e-11 2.997e-11 3.008e-11 3.007e-11 2.997e-11 2.997e-11 2.997e-11 2.997e-11 2.997e-11 2.997e-11 2.997e-11 2.997e-11 2.380e-10 +91 EP 45 2.046e-11 2.046e-11 2.586e-11 5.867e-11 2.097e-10 9.184e-01 6.044e-02 1.645e-02 3.439e-03 4.977e-04 7.036e-04 1.799e-05 3.699e-05 4.397e-11 2.911e-11 1.430e-05 1.042e-06 2.371e-11 2.578e-11 2.471e-11 2.135e-11 2.325e-11 2.958e-11 2.105e-11 3.101e-11 2.100e-11 2.084e-11 2.066e-11 2.434e-11 2.048e-11 2.048e-11 2.050e-11 2.047e-11 2.046e-11 2.047e-11 2.046e-11 2.046e-11 2.084e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.046e-11 2.594e-11 +91 EP 46 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.128e-10 3.299e-10 4.664e-04 2.293e-10 3.582e-03 5.746e-03 6.480e-10 1.452e-03 2.540e-08 3.525e-03 1.080e-09 4.181e-09 4.869e-01 3.380e-01 1.079e-01 1.515e-02 1.377e-02 8.547e-03 6.706e-04 3.915e-03 2.121e-03 1.946e-03 1.738e-03 9.206e-04 1.880e-03 4.200e-10 6.478e-10 4.470e-10 5.800e-10 9.618e-10 5.270e-05 1.252e-10 1.635e-04 2.195e-10 1.170e-10 1.167e-10 1.168e-10 1.099e-10 1.074e-10 1.085e-10 1.118e-10 1.039e-10 1.044e-10 1.025e-10 1.038e-10 1.030e-10 1.338e-10 1.025e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.403e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.027e-10 1.077e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.023e-10 1.610e-03 +91 EP 47 7.873e-11 7.873e-11 7.873e-11 7.911e-11 7.985e-11 8.750e-11 1.407e-10 1.240e-10 6.288e-06 9.583e-10 1.893e-10 1.511e-09 5.687e-04 2.927e-10 1.359e-03 2.632e-10 9.058e-09 4.918e-10 5.993e-06 3.313e-02 3.527e-01 3.193e-01 1.297e-01 5.650e-02 4.680e-02 1.883e-02 2.091e-02 5.835e-03 4.793e-03 3.395e-03 1.069e-03 1.313e-03 1.427e-09 2.980e-04 1.154e-08 2.741e-09 6.198e-04 1.031e-04 1.017e-09 9.942e-11 1.733e-05 1.467e-10 2.869e-04 9.654e-11 8.850e-11 8.629e-11 8.453e-11 8.992e-11 8.187e-11 7.938e-11 7.945e-11 7.903e-05 9.667e-11 7.891e-11 7.877e-11 7.991e-11 7.879e-11 7.874e-11 7.877e-11 7.874e-11 7.881e-11 7.874e-11 7.873e-11 7.885e-11 7.883e-11 1.817e-10 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 8.817e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 8.018e-11 7.880e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 7.873e-11 2.361e-03 +91 EP 48 7.519e-11 7.519e-11 7.520e-11 7.610e-11 8.779e-11 9.907e-05 4.699e-10 1.829e-10 1.555e-03 9.406e-10 1.591e-09 6.245e-01 3.467e-01 1.736e-03 6.388e-03 9.448e-03 2.260e-03 5.086e-03 2.486e-04 2.540e-04 5.245e-04 4.306e-10 7.263e-04 4.835e-10 2.105e-10 2.433e-10 1.749e-10 2.836e-10 1.959e-10 1.779e-10 3.650e-10 1.660e-10 1.139e-10 8.275e-11 8.914e-11 7.994e-11 8.272e-11 1.044e-10 8.796e-11 7.842e-11 7.714e-11 7.606e-11 7.753e-11 7.687e-11 7.988e-11 7.641e-11 7.893e-11 7.537e-11 7.654e-11 7.525e-11 9.530e-11 7.523e-11 7.519e-11 7.519e-11 7.520e-11 7.519e-11 7.519e-11 7.539e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.520e-11 7.526e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 7.519e-11 4.604e-04 +91 EP 49 1.105e-10 1.105e-10 1.105e-10 1.106e-10 1.221e-10 1.595e-10 2.180e-10 2.487e-10 3.488e-07 8.961e-10 4.890e-10 3.127e-06 2.121e-09 4.288e-04 3.006e-08 9.537e-10 4.995e-03 4.333e-03 9.804e-01 1.458e-03 3.539e-09 1.591e-03 5.707e-03 1.214e-04 2.822e-04 2.319e-04 4.786e-05 1.376e-09 5.656e-10 1.739e-04 1.672e-09 5.536e-08 3.301e-10 2.706e-10 6.663e-05 2.379e-10 2.311e-10 1.808e-10 1.192e-04 1.395e-10 1.448e-10 1.346e-10 1.340e-10 1.267e-10 1.197e-10 1.171e-10 1.119e-10 1.113e-10 1.126e-10 1.550e-10 1.211e-10 1.108e-10 1.138e-10 1.105e-10 1.107e-10 1.106e-10 1.106e-10 1.114e-10 1.105e-10 1.105e-10 1.106e-10 1.105e-10 1.105e-10 1.121e-10 1.120e-10 1.106e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 1.105e-10 5.392e-10 +91 EP 50 9.895e-11 9.895e-11 9.895e-11 9.908e-11 1.027e-10 1.355e-10 2.018e-10 2.307e-10 1.234e-03 7.794e-04 1.439e-05 1.153e-03 2.698e-04 1.604e-09 1.523e-03 8.078e-10 3.530e-03 3.707e-03 1.195e-01 8.124e-01 4.729e-02 5.658e-09 5.462e-06 4.916e-03 6.633e-08 3.318e-03 1.144e-09 1.369e-08 2.622e-04 7.574e-10 3.344e-10 3.330e-07 3.954e-10 8.715e-10 7.802e-10 2.358e-10 5.505e-10 2.449e-10 8.781e-05 1.049e-10 1.458e-10 1.047e-10 8.992e-05 1.600e-10 1.004e-10 1.001e-10 9.978e-11 1.006e-10 1.014e-10 1.031e-10 9.942e-11 1.054e-10 1.023e-10 9.900e-11 9.956e-11 9.905e-11 9.902e-11 9.897e-11 9.896e-11 9.895e-11 9.910e-11 9.895e-11 9.895e-11 9.944e-11 1.001e-10 1.024e-10 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.935e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.901e-11 9.902e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 5.585e-10 +91 TP 1 3.925e-01 2.043e-04 1.487e-10 7.738e-04 9.816e-11 5.229e-02 4.719e-11 1.004e-03 1.174e-02 4.320e-04 9.118e-04 2.193e-10 6.134e-03 3.639e-03 3.062e-02 4.447e-03 1.108e-10 9.664e-10 4.908e-11 1.814e-10 4.844e-10 9.293e-03 3.534e-11 5.834e-04 5.100e-02 1.475e-03 1.079e-10 1.151e-04 7.850e-05 9.436e-04 1.397e-01 1.986e-03 3.518e-11 9.705e-05 3.113e-08 1.708e-04 1.432e-03 3.742e-02 2.350e-02 3.124e-03 3.519e-11 8.104e-03 5.268e-02 1.581e-01 4.449e-05 1.862e-10 5.203e-03 4.666e-11 9.157e-10 2.887e-04 +91 TP 2 2.685e-03 3.554e-01 8.714e-10 1.208e-02 9.735e-10 1.683e-03 8.587e-10 8.769e-03 3.538e-03 3.117e-02 6.934e-02 6.111e-03 5.183e-03 7.393e-03 4.784e-03 6.142e-03 4.712e-03 7.736e-03 1.288e-10 8.799e-03 4.431e-03 5.629e-03 1.478e-09 1.201e-02 5.537e-04 2.420e-02 1.230e-02 7.110e-03 2.220e-03 3.782e-04 3.326e-03 8.848e-02 7.233e-11 1.108e-02 5.693e-02 1.001e-02 3.171e-02 5.638e-04 3.552e-03 6.180e-03 7.296e-11 2.487e-04 4.046e-03 1.072e-03 8.527e-04 1.391e-01 9.543e-03 7.051e-04 1.641e-02 1.184e-02 +91 TP 3 1.954e-04 5.279e-03 4.328e-01 3.502e-03 1.572e-02 2.278e-04 2.085e-02 1.966e-03 7.604e-04 5.829e-03 4.195e-03 1.066e-03 1.163e-03 1.947e-03 1.664e-03 6.355e-04 4.287e-03 1.417e-03 5.024e-10 2.607e-03 1.399e-01 7.437e-04 2.283e-03 2.408e-02 7.030e-04 1.968e-03 2.843e-03 6.314e-02 4.102e-02 9.694e-11 9.061e-04 6.305e-03 5.483e-11 7.679e-03 5.090e-03 9.887e-02 1.213e-02 7.445e-05 1.489e-03 1.301e-03 2.428e-04 1.770e-04 1.347e-03 6.018e-04 1.834e-02 6.042e-03 1.097e-03 5.205e-02 2.493e-03 9.796e-04 +91 TP 4 2.376e-03 2.800e-02 1.281e-03 4.094e-01 2.484e-03 2.539e-03 4.682e-10 1.031e-02 5.809e-03 6.776e-02 8.875e-02 5.482e-03 4.965e-03 6.496e-03 4.434e-03 8.816e-03 7.596e-04 5.428e-03 1.707e-10 8.221e-03 4.141e-03 1.310e-03 1.963e-04 1.139e-02 1.086e-03 2.021e-02 7.391e-03 6.890e-03 2.430e-03 3.456e-04 3.974e-03 8.189e-02 8.967e-11 8.362e-03 1.638e-09 8.576e-03 2.949e-02 7.993e-04 5.314e-03 4.954e-08 8.842e-11 7.026e-04 3.537e-03 1.019e-03 9.013e-04 7.984e-03 7.094e-03 8.370e-10 1.027e-01 1.888e-02 +91 TP 5 3.670e-03 9.230e-02 1.752e-03 2.183e-02 6.566e-02 2.219e-03 1.717e-03 3.328e-02 1.145e-02 4.891e-02 5.117e-02 1.394e-02 7.902e-03 1.970e-02 9.665e-03 1.649e-02 1.430e-02 2.272e-02 1.744e-09 1.992e-02 1.432e-02 6.629e-03 4.320e-05 2.711e-02 1.000e-03 3.273e-02 2.278e-02 7.906e-03 8.309e-03 1.794e-03 6.092e-03 5.226e-02 8.581e-11 7.106e-09 9.999e-02 1.286e-02 2.220e-02 9.717e-04 9.891e-03 1.943e-02 8.615e-11 7.621e-04 7.768e-03 2.795e-03 1.999e-03 1.020e-01 7.449e-03 1.276e-02 3.312e-02 2.644e-02 +91 TP 6 7.704e-02 1.796e-04 2.662e-10 3.423e-04 1.539e-10 4.848e-01 6.645e-11 6.174e-04 2.020e-02 1.765e-10 1.356e-03 3.299e-10 1.032e-02 8.185e-03 4.275e-02 8.677e-03 2.746e-10 8.295e-10 6.367e-11 3.292e-10 1.369e-04 1.139e-02 5.378e-11 9.928e-04 1.139e-09 8.633e-10 4.244e-10 1.086e-04 7.983e-11 4.416e-03 9.614e-02 2.581e-03 4.977e-11 7.686e-04 3.238e-04 1.480e-04 1.065e-03 7.270e-03 3.059e-02 4.825e-03 5.263e-11 1.007e-01 7.530e-02 3.433e-09 5.485e-11 1.084e-10 8.006e-03 6.249e-11 2.590e-10 7.803e-04 +91 TP 7 1.018e-03 2.171e-02 1.739e-01 9.609e-03 4.429e-02 9.273e-04 9.191e-02 9.574e-03 2.506e-03 1.808e-02 1.437e-02 5.093e-03 2.812e-03 6.172e-03 2.762e-03 4.801e-03 3.011e-02 5.772e-03 4.818e-08 6.611e-03 1.247e-01 2.856e-03 2.937e-03 5.885e-02 8.725e-04 7.102e-02 9.472e-03 3.486e-08 1.224e-02 4.688e-04 2.139e-03 1.285e-02 4.860e-11 2.866e-02 2.369e-02 3.306e-02 2.887e-02 1.230e-10 1.128e-03 4.029e-03 2.775e-04 2.368e-04 2.408e-03 1.175e-05 7.278e-03 2.327e-02 2.266e-03 7.594e-02 1.235e-02 6.135e-03 +91 TP 8 5.700e-03 9.920e-04 4.901e-10 4.775e-03 3.412e-10 7.276e-03 2.174e-10 3.973e-01 1.686e-02 7.497e-03 8.038e-03 1.717e-02 2.164e-02 4.720e-02 1.141e-02 1.714e-02 4.139e-10 8.091e-06 1.111e-10 2.616e-02 1.214e-03 1.908e-02 7.385e-11 3.176e-03 3.127e-03 1.051e-02 1.123e-01 2.705e-03 1.167e-03 1.849e-03 9.356e-03 2.398e-02 7.279e-11 2.734e-07 9.994e-10 4.762e-03 7.968e-03 2.338e-03 1.439e-02 3.183e-02 7.299e-11 2.490e-03 1.184e-02 4.821e-03 1.928e-04 3.633e-09 1.298e-01 1.096e-09 2.106e-03 9.790e-03 +91 TP 9 7.029e-10 6.618e-04 1.622e-10 3.310e-03 4.658e-10 2.987e-03 9.254e-11 1.310e-02 3.650e-01 6.113e-10 5.950e-03 1.790e-01 6.593e-02 3.113e-02 1.192e-09 6.027e-02 3.151e-10 1.401e-09 7.814e-11 9.181e-10 8.942e-09 1.542e-01 5.954e-11 3.166e-03 8.061e-10 9.886e-03 9.907e-10 1.879e-03 4.703e-04 1.787e-04 1.195e-09 1.291e-02 5.920e-11 1.508e-03 6.128e-09 3.262e-03 9.363e-03 7.533e-04 2.567e-09 2.361e-02 5.923e-11 1.004e-03 1.096e-09 1.284e-04 1.478e-04 4.243e-10 4.459e-02 1.458e-10 3.380e-04 5.248e-03 +91 TP 10 1.237e-02 1.436e-02 7.141e-10 3.219e-04 1.689e-08 8.924e-03 2.531e-10 1.068e-01 2.160e-02 1.114e-01 2.247e-02 3.375e-02 2.950e-02 6.354e-02 2.397e-02 4.755e-02 3.295e-09 8.004e-02 2.577e-10 4.930e-02 3.391e-03 2.405e-02 9.317e-11 6.082e-03 3.372e-03 2.025e-02 8.000e-02 6.251e-03 4.362e-04 1.425e-03 1.140e-02 1.786e-02 9.347e-11 4.884e-03 7.021e-03 4.397e-03 1.759e-02 3.610e-03 1.950e-02 6.248e-02 8.978e-11 7.276e-04 2.053e-02 5.123e-03 9.537e-04 9.346e-03 2.959e-02 6.851e-10 8.545e-03 5.216e-03 +91 TP 11 1.400e-03 1.247e-01 1.789e-03 5.565e-05 6.248e-07 3.432e-04 5.608e-10 7.345e-10 4.675e-10 2.602e-09 3.597e-01 1.262e-09 5.472e-07 7.378e-10 4.675e-07 1.060e-07 4.959e-03 2.756e-03 1.554e-10 2.347e-09 6.757e-03 1.324e-03 1.461e-10 1.698e-02 1.370e-05 2.951e-02 9.783e-10 8.246e-03 4.410e-03 3.395e-10 2.531e-09 1.602e-01 7.585e-11 8.797e-03 1.482e-09 1.117e-02 3.737e-02 1.526e-09 1.766e-03 3.444e-03 7.608e-11 3.565e-04 1.841e-09 3.259e-08 1.077e-03 2.087e-01 4.544e-09 4.175e-03 1.357e-09 1.452e-09 +91 TP 12 5.314e-02 1.988e-03 4.404e-10 2.516e-09 2.532e-10 4.119e-02 1.439e-10 4.156e-03 2.523e-09 1.194e-09 2.880e-03 1.444e-01 1.408e-09 3.125e-08 1.746e-01 2.516e-03 5.904e-10 1.222e-08 1.252e-10 1.465e-09 1.899e-03 2.811e-09 9.773e-11 1.790e-03 2.996e-02 4.860e-04 4.495e-07 4.738e-10 1.560e-09 3.584e-03 9.886e-02 1.762e-09 9.733e-11 2.589e-09 1.445e-03 7.214e-10 2.415e-09 2.713e-02 2.215e-01 2.682e-09 9.737e-11 1.020e-02 1.348e-01 4.204e-02 3.272e-10 2.851e-10 3.956e-09 3.112e-10 5.787e-07 1.381e-03 +91 TP 13 3.620e-03 1.718e-03 2.469e-10 5.117e-03 3.175e-10 1.185e-09 1.284e-10 2.817e-02 3.417e-09 3.767e-03 1.015e-02 2.576e-03 3.034e-01 8.838e-02 2.043e-03 2.033e-01 1.261e-09 1.909e-09 1.133e-10 1.585e-01 1.791e-03 6.179e-09 7.958e-11 3.392e-03 1.132e-09 1.406e-02 1.035e-09 1.770e-03 8.237e-04 1.846e-04 6.881e-09 2.583e-02 7.897e-11 3.672e-03 9.401e-10 3.728e-03 1.228e-02 2.701e-05 3.017e-09 2.953e-02 7.949e-11 1.992e-03 5.633e-09 1.293e-09 1.746e-04 3.641e-10 7.879e-02 1.943e-10 3.555e-03 7.751e-03 +91 TP 14 8.022e-10 6.828e-03 4.589e-10 1.027e-02 3.603e-10 1.608e-09 2.065e-10 8.816e-02 7.380e-10 6.510e-03 1.469e-02 1.254e-09 2.346e-04 3.844e-01 5.360e-10 1.588e-09 5.502e-09 3.513e-09 9.077e-11 3.164e-09 3.394e-03 5.870e-03 6.585e-11 5.693e-03 4.465e-09 1.625e-02 1.630e-01 4.006e-03 1.061e-03 6.327e-10 1.919e-09 3.346e-02 6.495e-11 5.127e-03 7.828e-10 5.548e-03 1.887e-02 6.946e-04 1.942e-04 5.093e-02 6.551e-11 4.027e-10 1.078e-03 1.559e-07 1.293e-04 1.804e-09 1.472e-01 2.772e-06 5.459e-03 2.098e-02 +91 TP 15 3.548e-02 3.530e-04 2.707e-10 2.587e-03 1.134e-10 3.267e-02 6.075e-11 2.254e-03 5.014e-02 1.136e-03 2.072e-03 4.140e-10 1.896e-02 1.186e-02 3.622e-01 1.744e-02 3.622e-09 1.701e-09 6.195e-11 3.344e-10 6.530e-04 3.163e-02 4.387e-11 1.260e-03 1.327e-02 4.159e-03 4.444e-10 5.026e-04 2.230e-04 1.022e-03 6.115e-02 5.797e-03 4.262e-11 8.807e-04 1.581e-04 1.350e-03 3.901e-03 1.054e-02 1.420e-01 8.785e-03 4.287e-11 7.623e-03 1.260e-01 1.949e-02 7.043e-07 9.955e-11 2.050e-02 8.890e-11 7.399e-04 1.133e-03 +91 TP 16 3.225e-03 1.963e-03 4.468e-05 6.157e-03 5.055e-10 6.094e-03 1.658e-10 3.001e-02 1.510e-02 1.857e-03 9.451e-03 1.804e-02 7.349e-02 1.411e-01 1.061e-02 3.623e-01 3.377e-09 2.370e-03 8.397e-11 9.492e-02 1.808e-03 1.017e-03 6.283e-11 4.856e-03 1.636e-03 1.083e-02 1.950e-03 2.749e-03 8.754e-04 4.617e-04 6.710e-03 2.705e-02 6.225e-11 2.751e-03 4.810e-05 3.665e-03 1.309e-02 1.540e-03 8.075e-03 3.170e-02 6.265e-11 1.588e-03 9.856e-03 2.023e-03 2.817e-10 3.015e-08 7.559e-02 5.159e-10 2.388e-03 1.096e-02 +91 TP 17 1.256e-03 1.159e-02 1.254e-06 7.764e-03 1.617e-01 4.020e-05 1.380e-03 4.746e-03 4.351e-03 9.733e-03 1.204e-02 3.320e-03 1.225e-03 3.109e-03 3.202e-03 5.143e-03 4.094e-01 3.192e-03 2.694e-10 4.953e-03 2.218e-02 2.806e-03 7.794e-04 7.355e-02 1.196e-03 6.876e-02 4.252e-03 1.964e-02 9.512e-03 1.053e-04 1.547e-03 1.741e-02 9.061e-11 5.077e-02 4.060e-03 2.120e-02 9.323e-03 4.837e-05 1.306e-03 3.514e-03 1.489e-10 4.261e-04 1.076e-03 5.234e-04 3.117e-03 1.713e-02 2.663e-03 3.367e-03 5.540e-03 6.100e-03 +91 TP 18 5.604e-03 7.243e-03 6.182e-10 1.612e-02 2.865e-04 1.706e-03 2.369e-09 1.500e-01 8.354e-03 4.032e-02 1.628e-02 9.619e-03 1.318e-02 2.361e-02 7.196e-03 1.768e-02 7.622e-04 3.694e-01 1.632e-10 1.083e-02 1.900e-03 8.510e-03 1.253e-10 6.466e-03 2.741e-03 1.453e-02 3.721e-02 3.025e-03 1.469e-03 1.389e-04 3.881e-03 2.826e-02 1.240e-10 4.165e-03 1.737e-09 7.638e-03 1.413e-02 2.230e-03 5.367e-03 6.213e-02 1.244e-10 6.182e-04 8.369e-03 4.212e-03 4.900e-04 4.282e-03 1.307e-08 5.857e-10 8.085e-05 7.993e-02 +91 TP 19 4.262e-04 7.116e-03 4.209e-02 1.459e-03 1.636e-02 1.281e-10 1.691e-01 1.493e-03 7.356e-09 3.858e-03 3.100e-03 1.218e-03 1.193e-09 1.380e-03 7.376e-04 2.477e-04 1.138e-02 9.802e-04 5.257e-02 1.505e-03 4.474e-02 2.881e-04 3.611e-03 2.134e-02 1.106e-04 2.511e-02 1.170e-03 2.889e-01 1.230e-01 1.690e-10 1.541e-04 3.396e-03 1.649e-10 7.085e-03 5.950e-03 1.087e-01 6.570e-03 9.530e-11 2.354e-09 1.276e-09 2.214e-09 6.664e-11 3.105e-10 1.488e-09 8.052e-09 9.113e-03 1.401e-09 3.130e-02 3.310e-03 1.190e-03 +91 TP 20 3.294e-02 5.829e-04 4.399e-10 1.299e-09 3.247e-10 2.493e-02 1.722e-10 1.952e-03 1.169e-01 6.572e-06 1.251e-03 1.663e-01 2.802e-08 4.993e-09 7.948e-02 3.840e-09 4.341e-10 1.459e-09 1.648e-10 1.552e-01 2.934e-04 1.746e-01 1.144e-10 1.668e-03 1.711e-02 8.312e-05 6.425e-07 2.459e-04 3.168e-04 5.059e-03 5.213e-02 1.809e-09 1.133e-10 3.785e-04 6.662e-10 1.444e-08 7.043e-04 1.086e-02 6.847e-02 5.299e-09 1.146e-10 3.724e-03 6.786e-02 1.706e-02 6.065e-10 5.284e-10 3.564e-09 1.968e-10 1.456e-07 2.412e-09 +91 TP 21 7.971e-04 9.371e-03 4.319e-02 5.322e-03 3.023e-02 6.316e-04 3.044e-03 6.005e-03 2.113e-03 8.473e-03 7.065e-03 3.010e-03 1.817e-03 2.916e-03 9.345e-04 3.248e-03 1.694e-03 3.747e-03 2.671e-10 2.144e-03 3.922e-01 2.088e-03 1.192e-03 5.758e-02 5.196e-04 1.026e-01 4.687e-03 3.161e-02 2.077e-02 1.535e-04 1.105e-03 1.113e-02 4.063e-11 1.468e-02 1.232e-02 3.041e-02 2.217e-02 9.172e-09 1.755e-03 3.752e-03 1.047e-10 2.024e-04 2.225e-03 9.403e-04 5.715e-03 1.127e-02 1.281e-03 1.238e-01 4.657e-03 3.431e-03 +91 TP 22 6.187e-03 1.785e-03 2.142e-10 3.702e-03 1.880e-10 5.320e-03 1.173e-10 1.188e-02 5.373e-02 1.243e-09 6.175e-03 8.921e-02 1.152e-01 4.717e-02 2.818e-02 7.467e-02 2.199e-10 3.970e-06 8.945e-11 8.605e-04 1.784e-03 3.777e-01 6.337e-11 2.698e-03 3.423e-03 7.978e-03 3.691e-08 1.810e-03 8.710e-04 4.942e-04 1.288e-02 1.692e-02 6.302e-11 2.311e-03 7.467e-10 3.722e-03 9.636e-03 4.053e-03 5.190e-03 1.899e-02 6.305e-11 2.144e-03 1.551e-02 5.816e-03 6.675e-05 4.789e-10 5.303e-02 1.222e-10 8.834e-04 8.052e-03 +91 TP 23 2.724e-11 1.145e-04 1.069e-03 7.432e-05 4.135e-04 2.993e-11 7.874e-03 8.204e-05 2.737e-11 1.665e-10 3.941e-05 3.156e-05 3.125e-11 3.302e-11 2.250e-05 2.685e-05 1.695e-04 9.994e-05 9.593e-02 3.998e-11 1.525e-03 2.749e-11 5.059e-01 3.430e-04 2.730e-11 3.110e-04 5.826e-11 2.236e-04 2.927e-02 2.726e-11 3.095e-11 7.177e-05 2.715e-03 9.912e-05 2.723e-04 4.721e-03 3.628e-04 2.752e-11 3.856e-11 3.847e-05 1.283e-01 2.718e-11 2.774e-05 2.721e-11 2.185e-01 1.989e-04 4.227e-11 9.236e-04 9.180e-05 4.056e-05 +91 TP 24 6.008e-04 4.327e-09 1.153e-09 2.701e-10 2.938e-03 4.951e-10 8.125e-10 5.371e-10 1.912e-09 6.086e-10 5.954e-10 1.622e-09 6.276e-10 3.483e-10 2.561e-10 4.818e-10 8.577e-08 1.094e-09 2.351e-10 3.139e-10 1.572e-01 6.380e-10 7.587e-04 3.640e-01 2.661e-10 1.660e-01 2.316e-09 3.245e-02 2.029e-02 9.820e-05 5.828e-10 2.735e-09 5.711e-11 3.676e-05 1.583e-06 3.196e-02 5.828e-03 2.090e-10 1.663e-07 5.408e-10 2.258e-05 4.254e-05 3.845e-10 4.927e-10 5.594e-03 9.396e-10 4.031e-10 2.122e-01 4.207e-10 5.285e-09 +91 TP 25 3.939e-02 4.027e-05 6.292e-05 1.644e-04 4.041e-11 1.358e-09 3.441e-11 3.683e-04 2.578e-03 4.493e-11 2.402e-04 9.716e-11 1.831e-03 4.817e-04 7.115e-03 1.050e-03 6.543e-11 2.774e-10 3.193e-11 9.446e-11 1.392e-04 1.718e-03 2.510e-11 6.365e-05 4.563e-01 3.444e-04 6.069e-11 9.198e-11 2.466e-05 1.701e-04 1.806e-02 7.253e-04 2.391e-11 3.187e-04 3.920e-05 1.406e-04 4.448e-04 2.312e-01 4.079e-03 4.179e-04 2.391e-11 2.962e-02 9.498e-03 1.910e-01 2.455e-11 4.006e-11 1.805e-03 2.717e-11 6.957e-05 4.503e-04 +91 TP 26 3.115e-10 3.291e-10 3.310e-01 2.287e-10 3.843e-10 1.520e-10 5.011e-10 2.065e-10 2.129e-10 2.591e-10 2.089e-10 3.176e-10 1.176e-04 2.167e-10 2.185e-10 3.338e-10 1.022e-09 1.655e-10 1.874e-10 1.828e-10 6.288e-02 1.743e-10 4.408e-03 6.405e-10 1.502e-10 5.771e-02 3.894e-10 1.644e-01 6.975e-02 8.059e-05 8.225e-10 1.551e-09 5.226e-05 1.057e-09 4.290e-10 2.766e-01 1.502e-09 2.147e-10 3.300e-10 4.901e-10 2.088e-04 2.602e-10 1.488e-09 2.081e-10 3.276e-02 3.356e-10 3.012e-10 3.459e-09 1.586e-10 4.255e-10 +91 TP 27 2.359e-02 2.183e-04 4.824e-10 1.653e-09 7.370e-10 1.217e-02 2.221e-10 1.745e-09 5.965e-02 2.636e-06 9.580e-07 7.306e-02 8.565e-02 4.912e-05 4.471e-02 1.338e-01 6.913e-10 2.942e-09 1.623e-10 1.421e-01 1.975e-06 5.901e-02 1.106e-10 7.356e-10 1.243e-02 2.256e-06 1.937e-01 5.765e-04 2.992e-04 3.450e-03 3.602e-02 6.515e-07 1.098e-10 2.924e-04 1.607e-09 2.479e-03 1.977e-09 7.605e-03 4.553e-02 6.847e-08 1.102e-10 4.235e-03 4.515e-02 1.376e-02 6.136e-10 7.747e-10 5.943e-08 5.328e-10 4.157e-04 1.622e-08 +91 TP 28 1.526e-04 3.185e-03 7.172e-03 1.318e-03 7.206e-03 2.114e-10 1.182e-01 1.292e-03 3.538e-04 2.892e-03 1.644e-03 7.858e-04 3.680e-04 5.646e-04 3.631e-04 3.985e-04 4.669e-03 9.095e-04 2.049e-09 1.012e-03 1.652e-02 4.088e-04 1.742e-02 8.492e-03 9.731e-05 1.070e-02 1.385e-03 4.205e-01 1.821e-01 4.640e-05 1.744e-04 2.005e-03 4.129e-05 3.503e-03 3.314e-03 7.419e-02 3.892e-03 2.913e-11 8.508e-05 1.098e-03 1.256e-03 2.103e-11 3.475e-04 1.613e-04 8.001e-02 3.720e-03 1.675e-04 1.408e-02 1.479e-03 4.020e-04 +91 TP 29 3.815e-05 8.360e-04 7.695e-03 5.204e-04 3.506e-03 4.514e-11 4.521e-02 5.422e-04 2.272e-04 5.447e-04 3.681e-04 2.857e-04 1.607e-04 2.996e-04 8.748e-05 3.276e-04 1.022e-03 3.037e-04 3.574e-02 3.050e-04 8.511e-03 3.347e-10 4.747e-02 3.984e-03 2.859e-05 1.823e-03 6.034e-04 1.697e-01 4.366e-01 2.794e-06 1.686e-05 6.063e-04 7.610e-05 1.263e-03 1.311e-03 2.463e-02 1.126e-03 1.702e-05 7.634e-11 1.422e-04 3.140e-03 2.281e-11 1.229e-04 2.197e-05 1.931e-01 1.010e-03 1.550e-09 6.226e-03 1.854e-04 3.323e-04 +91 TP 30 2.133e-03 5.249e-10 6.758e-10 7.401e-04 1.148e-08 4.340e-02 4.863e-10 3.225e-04 1.231e-02 1.493e-03 2.960e-03 6.325e-10 4.869e-03 4.731e-03 1.089e-02 2.466e-03 5.150e-09 2.197e-09 7.167e-10 6.965e-10 1.066e-09 9.688e-03 4.061e-10 1.233e-03 1.164e-03 7.102e-03 6.914e-10 2.419e-03 7.599e-04 7.859e-01 7.914e-03 9.662e-03 3.734e-10 1.629e-03 3.060e-04 6.683e-04 7.357e-03 2.114e-03 8.310e-03 7.452e-03 4.077e-10 2.906e-02 6.518e-03 9.034e-10 4.360e-04 9.300e-10 2.291e-02 1.353e-08 7.466e-10 1.108e-03 +91 TP 31 1.433e-01 5.371e-04 6.071e-10 4.809e-04 1.160e-10 6.341e-02 5.273e-11 2.304e-03 2.078e-02 4.124e-08 1.991e-03 4.165e-10 8.780e-03 8.243e-03 5.429e-02 7.432e-03 6.072e-05 4.010e-04 7.576e-11 2.700e-10 2.373e-04 1.365e-02 3.659e-11 8.746e-04 3.082e-02 2.604e-03 1.347e-10 3.417e-04 2.448e-04 1.248e-03 3.396e-01 4.157e-03 3.642e-11 4.734e-04 5.435e-09 7.334e-04 2.127e-03 2.209e-02 4.109e-02 6.425e-03 3.644e-11 1.549e-02 1.512e-01 4.682e-02 7.420e-05 8.488e-11 6.264e-03 5.195e-11 2.522e-09 1.425e-03 +91 TP 32 1.624e-10 5.673e-02 1.738e-02 8.058e-04 7.745e-10 1.041e-04 3.254e-03 7.049e-10 3.524e-10 1.324e-09 2.990e-09 3.002e-10 7.283e-10 3.408e-10 4.515e-10 4.184e-10 1.219e-03 4.795e-10 1.327e-10 4.754e-10 3.761e-02 5.077e-10 8.445e-04 5.979e-02 3.773e-08 7.870e-02 2.244e-10 2.413e-02 1.235e-02 7.521e-04 3.089e-10 6.919e-02 6.848e-11 1.517e-01 2.352e-01 4.144e-02 1.976e-01 1.011e-04 1.268e-09 1.585e-03 6.737e-11 5.894e-10 5.265e-10 6.105e-05 3.447e-03 7.611e-10 8.680e-10 5.974e-03 6.102e-10 6.030e-10 +91 TP 33 3.290e-10 3.344e-10 3.760e-10 3.442e-10 3.369e-10 3.290e-10 3.395e-04 3.350e-10 3.291e-10 3.313e-10 3.297e-10 3.290e-10 3.290e-10 3.298e-10 3.294e-10 3.301e-10 3.366e-10 3.290e-10 3.647e-03 3.291e-10 3.641e-10 3.290e-10 3.261e-02 3.371e-10 3.290e-10 3.461e-10 3.374e-10 5.579e-10 1.822e-09 3.290e-10 3.290e-10 3.328e-10 6.140e-01 3.327e-10 3.303e-10 3.366e-10 3.316e-10 3.290e-10 3.290e-10 3.405e-10 3.446e-01 3.290e-10 3.290e-10 3.290e-10 4.834e-03 3.564e-10 3.293e-10 3.352e-10 3.293e-10 3.354e-10 +91 TP 34 6.061e-10 8.498e-10 6.759e-07 2.497e-03 2.757e-01 6.838e-04 1.443e-09 1.179e-09 2.998e-09 2.064e-08 3.709e-03 1.146e-09 4.710e-10 4.099e-10 2.787e-07 3.647e-08 9.850e-09 1.665e-09 5.755e-10 1.117e-03 1.355e-02 8.349e-10 3.467e-10 5.040e-09 2.901e-04 3.934e-02 6.288e-10 1.373e-02 6.021e-03 2.997e-10 3.678e-04 5.345e-09 7.594e-11 4.223e-01 5.013e-02 1.644e-02 1.524e-01 1.101e-04 1.724e-08 1.790e-09 8.421e-11 4.763e-10 1.321e-09 3.042e-10 1.506e-03 3.748e-09 1.790e-09 3.292e-09 9.434e-10 1.409e-08 +91 TP 35 8.278e-04 1.264e-01 2.212e-09 1.342e-02 1.048e-02 9.080e-04 4.618e-05 6.746e-03 1.569e-03 1.525e-02 3.294e-02 3.299e-03 3.825e-03 6.485e-03 2.999e-03 2.983e-03 1.262e-06 2.680e-03 1.394e-10 4.213e-03 1.099e-02 3.261e-03 3.746e-05 2.086e-02 6.876e-04 4.050e-02 6.205e-03 1.478e-02 4.429e-03 4.817e-05 2.074e-03 6.100e-03 7.249e-11 7.174e-02 3.967e-01 1.443e-02 8.239e-02 6.882e-04 1.371e-03 6.841e-03 7.360e-11 2.466e-04 2.976e-03 4.736e-04 1.896e-03 5.282e-02 4.661e-03 1.309e-03 7.992e-03 8.461e-03 +91 TP 36 1.160e-07 9.450e-10 6.058e-08 7.454e-05 6.116e-10 1.795e-10 2.211e-01 2.886e-10 4.499e-10 1.837e-10 1.607e-10 1.759e-10 1.224e-09 2.089e-04 2.028e-10 1.393e-04 5.936e-04 2.469e-10 1.917e-10 3.886e-09 4.426e-10 2.826e-09 8.138e-03 1.337e-09 2.129e-10 1.961e-05 3.201e-04 2.431e-01 1.014e-01 4.961e-11 2.142e-04 4.104e-10 3.255e-11 2.350e-10 2.368e-10 3.755e-01 9.599e-08 9.623e-10 1.394e-10 3.189e-05 1.902e-04 1.331e-10 3.035e-07 2.547e-04 4.879e-02 5.416e-10 2.948e-10 6.992e-10 2.269e-10 1.642e-08 +91 TP 37 1.454e-10 6.181e-10 9.445e-03 1.225e-05 1.137e-09 2.909e-10 1.659e-09 1.005e-09 3.503e-10 1.338e-03 9.030e-10 2.780e-10 2.776e-04 4.117e-10 8.432e-10 3.639e-04 2.761e-01 7.448e-10 2.784e-10 4.897e-10 8.548e-02 2.531e-10 8.182e-04 2.155e-01 6.635e-10 1.725e-01 6.904e-10 5.145e-02 2.367e-02 4.534e-04 3.437e-10 5.780e-03 7.862e-11 4.843e-09 1.093e-09 6.540e-02 8.054e-02 5.143e-05 7.670e-04 7.984e-08 1.717e-04 1.302e-10 4.510e-04 1.467e-10 7.758e-03 1.663e-03 1.351e-08 7.745e-10 9.585e-10 8.627e-10 +91 TP 38 1.327e-02 1.802e-04 6.861e-10 9.681e-05 4.315e-08 1.677e-02 2.626e-11 1.237e-04 1.958e-03 4.188e-11 2.015e-04 9.362e-11 8.737e-04 5.128e-04 5.120e-03 1.068e-03 3.327e-11 7.077e-11 2.343e-11 1.192e-10 6.062e-11 1.622e-03 1.891e-05 7.449e-05 1.865e-01 2.116e-04 7.049e-11 4.350e-05 2.002e-11 5.974e-04 1.015e-02 2.125e-04 1.920e-11 1.523e-04 1.100e-10 7.402e-05 2.359e-04 5.550e-01 3.721e-03 4.487e-04 2.827e-11 1.507e-01 5.621e-03 4.353e-02 1.912e-11 2.905e-11 8.457e-04 2.086e-11 4.917e-11 8.602e-05 +91 TP 39 1.512e-02 7.338e-04 2.230e-10 1.600e-03 2.143e-10 2.017e-02 7.555e-11 7.067e-03 1.381e-01 8.318e-05 3.620e-03 4.300e-09 3.300e-02 2.137e-02 1.207e-01 2.693e-02 1.924e-10 4.207e-10 6.675e-11 9.498e-10 6.300e-04 5.283e-02 4.912e-11 2.777e-03 4.599e-03 5.400e-03 4.373e-10 1.115e-03 7.381e-04 8.645e-04 3.312e-02 1.042e-02 4.817e-11 1.828e-03 3.933e-10 2.334e-03 5.533e-03 5.071e-03 3.794e-01 1.309e-02 4.841e-11 3.375e-03 5.299e-02 7.727e-03 1.658e-04 2.248e-10 2.277e-02 1.155e-10 2.329e-06 4.805e-03 +91 TP 40 5.792e-10 3.931e-02 5.443e-04 1.657e-01 5.503e-03 3.012e-09 2.601e-05 8.513e-10 4.814e-10 1.030e-09 1.341e-01 1.157e-09 1.343e-09 2.330e-09 5.356e-10 7.660e-10 8.495e-03 1.983e-09 1.459e-10 1.315e-09 1.222e-02 1.153e-09 1.397e-10 2.773e-02 2.505e-07 4.513e-02 1.177e-09 1.178e-02 5.091e-03 2.702e-04 3.947e-10 1.675e-01 2.355e-10 2.718e-02 4.981e-04 2.064e-02 6.122e-02 4.047e-04 4.276e-10 9.641e-02 7.994e-11 1.899e-09 5.332e-10 3.099e-10 3.141e-04 7.364e-10 3.373e-05 3.971e-09 1.699e-01 2.538e-09 +91 TP 41 6.232e-11 1.254e-04 2.648e-10 1.537e-05 6.343e-05 6.234e-11 1.450e-03 6.292e-11 6.280e-11 8.445e-11 6.649e-11 6.234e-11 6.236e-11 6.293e-11 6.239e-11 7.193e-11 2.795e-10 6.243e-11 2.308e-02 6.239e-11 1.252e-04 6.247e-11 3.059e-01 1.839e-04 6.234e-11 3.039e-10 6.239e-05 4.199e-10 5.309e-03 6.234e-11 6.293e-11 2.227e-10 5.718e-02 2.412e-10 7.779e-11 6.432e-04 9.070e-11 6.231e-11 6.239e-11 1.055e-04 5.540e-01 6.231e-11 6.240e-11 6.232e-11 5.159e-02 9.161e-10 6.486e-11 1.708e-04 6.334e-11 1.057e-10 +91 TP 42 9.825e-03 3.787e-05 9.346e-05 2.545e-04 8.512e-11 6.249e-02 3.816e-11 1.532e-04 2.210e-03 7.679e-11 1.337e-04 1.135e-10 1.040e-03 9.942e-04 4.430e-03 7.423e-04 4.893e-11 8.795e-11 3.429e-11 7.834e-11 6.704e-05 1.382e-03 4.076e-11 8.776e-11 3.366e-02 2.496e-09 7.217e-11 4.515e-05 4.666e-11 9.554e-04 7.966e-03 1.958e-04 2.900e-11 2.333e-05 4.429e-11 5.678e-05 4.285e-05 2.236e-01 1.615e-03 4.396e-04 2.767e-05 6.314e-01 5.794e-03 8.971e-03 2.963e-11 4.180e-11 1.010e-03 2.968e-11 1.616e-10 3.046e-04 +91 TP 43 5.160e-02 9.418e-04 5.007e-10 1.555e-03 9.368e-11 4.074e-02 5.380e-11 2.015e-03 3.162e-02 6.822e-10 1.696e-03 6.764e-10 1.387e-02 8.961e-03 1.237e-01 1.179e-02 1.401e-10 5.253e-10 5.356e-11 6.767e-10 2.133e-04 2.586e-02 3.968e-11 9.791e-04 1.771e-02 1.860e-03 2.629e-10 6.142e-04 3.318e-05 1.201e-03 1.639e-01 4.640e-03 3.888e-11 8.423e-04 6.348e-10 7.245e-04 3.606e-03 1.332e-02 6.766e-02 6.312e-03 3.895e-11 8.358e-03 3.436e-01 3.545e-02 1.351e-04 2.711e-10 1.302e-02 5.282e-11 5.061e-09 1.449e-03 +91 TP 44 1.415e-01 1.560e-04 8.719e-08 3.097e-04 4.908e-11 5.673e-03 4.145e-11 1.863e-04 5.683e-03 1.833e-10 1.921e-04 1.455e-10 1.948e-03 2.892e-03 1.363e-02 2.312e-03 1.919e-10 1.629e-10 3.878e-11 1.369e-10 2.974e-04 3.073e-03 2.998e-11 1.228e-04 2.271e-01 4.448e-04 9.457e-11 9.126e-05 5.055e-11 2.782e-10 4.009e-02 7.703e-04 2.997e-11 5.686e-10 8.758e-05 7.484e-04 7.712e-04 7.556e-02 1.103e-02 1.268e-03 2.997e-11 1.449e-02 2.161e-02 4.254e-01 3.068e-11 5.687e-11 2.523e-03 3.814e-11 3.452e-10 5.378e-10 +91 TP 45 3.538e-11 1.423e-10 1.185e-09 3.568e-09 2.166e-04 2.952e-11 6.098e-03 1.797e-10 1.852e-05 2.873e-10 1.388e-10 4.828e-11 3.421e-06 5.629e-11 2.038e-10 2.476e-05 9.466e-11 8.089e-11 1.817e-01 1.285e-10 1.044e-04 9.928e-11 1.946e-01 1.792e-10 5.106e-06 3.403e-10 4.472e-11 1.333e-09 1.143e-01 3.802e-09 2.284e-11 1.859e-10 1.626e-04 1.961e-05 1.374e-10 4.903e-03 1.306e-10 2.134e-11 3.407e-11 2.913e-10 2.150e-02 2.080e-11 8.423e-11 3.563e-11 4.763e-01 2.776e-05 2.635e-10 1.506e-10 6.559e-10 9.123e-11 +91 TP 46 3.413e-03 3.083e-03 7.807e-08 1.195e-01 1.019e-02 6.413e-03 2.022e-09 5.016e-02 1.883e-02 1.418e-01 2.062e-03 2.370e-02 1.892e-02 3.676e-02 1.440e-02 3.108e-02 5.585e-03 2.578e-02 2.330e-10 3.166e-02 9.632e-03 1.305e-02 1.843e-10 4.408e-03 1.750e-03 1.319e-02 4.386e-02 5.308e-03 1.710e-05 4.695e-04 9.951e-03 1.077e-02 1.025e-10 1.678e-06 3.793e-09 4.623e-03 4.680e-09 1.154e-03 8.569e-03 4.882e-02 1.032e-10 4.677e-04 1.565e-02 5.588e-03 6.993e-10 7.935e-02 2.642e-02 2.304e-03 9.770e-02 5.361e-02 +91 TP 47 3.661e-10 2.031e-02 7.895e-06 3.303e-02 2.479e-03 6.802e-10 6.488e-10 4.856e-02 1.009e-09 2.623e-09 4.105e-02 8.108e-10 1.401e-09 2.088e-09 1.485e-09 4.031e-09 1.554e-09 1.925e-01 1.191e-10 1.899e-03 7.333e-03 1.385e-09 7.981e-11 8.765e-03 7.985e-10 2.957e-02 1.048e-09 9.271e-03 9.284e-04 5.094e-04 1.518e-09 7.429e-02 7.874e-11 1.550e-02 3.541e-03 1.110e-02 4.011e-02 2.363e-04 4.417e-10 2.005e-01 7.942e-11 1.023e-04 7.170e-10 3.289e-10 1.649e-03 3.578e-08 1.088e-01 1.442e-03 3.442e-03 1.431e-01 +91 TP 48 3.057e-03 3.958e-02 7.383e-05 2.063e-02 1.317e-01 2.085e-03 7.736e-03 1.599e-02 6.073e-03 3.116e-02 2.955e-02 1.319e-02 6.919e-03 1.115e-02 6.364e-03 1.065e-02 1.354e-01 1.093e-02 8.858e-10 1.546e-02 2.929e-05 5.967e-03 5.372e-10 6.158e-03 1.501e-03 9.257e-03 1.732e-02 1.956e-02 1.130e-02 6.646e-04 4.012e-03 3.911e-02 1.308e-10 6.469e-02 5.143e-02 1.158e-02 4.389e-02 1.038e-03 4.896e-03 1.207e-02 7.211e-10 3.942e-04 6.736e-03 1.479e-03 1.969e-03 4.492e-02 8.880e-03 1.013e-01 1.988e-02 1.223e-02 +91 TP 49 6.193e-03 1.521e-02 5.484e-10 6.800e-02 2.971e-09 3.045e-03 4.186e-10 1.803e-02 8.902e-03 1.815e-01 3.290e-02 1.173e-02 1.037e-02 2.101e-02 1.102e-02 1.248e-02 1.809e-09 6.695e-04 1.648e-10 1.543e-02 2.343e-03 1.178e-02 1.880e-04 7.047e-03 1.100e-03 2.139e-02 2.312e-02 4.637e-03 2.139e-03 1.910e-04 6.670e-03 4.056e-02 1.105e-04 5.520e-03 2.653e-03 4.043e-03 1.542e-02 1.260e-03 6.382e-03 4.430e-02 1.106e-10 1.080e-03 8.550e-03 3.788e-03 5.700e-04 2.112e-09 1.788e-02 3.370e-04 3.056e-01 4.486e-02 +91 TP 50 8.146e-04 5.228e-09 7.948e-10 1.380e-09 3.834e-09 1.233e-05 3.615e-10 3.626e-09 4.332e-09 2.872e-01 3.813e-09 3.936e-07 1.670e-09 5.594e-03 9.754e-04 1.485e-03 2.230e-09 4.222e-02 2.462e-10 5.664e-08 2.572e-03 2.947e-03 1.068e-10 4.448e-03 3.438e-09 6.310e-03 1.242e-06 1.922e-03 1.606e-03 6.767e-04 9.582e-10 3.515e-02 1.431e-10 3.188e-03 2.393e-07 6.547e-03 1.118e-02 2.268e-07 1.738e-09 1.790e-01 9.944e-11 8.988e-04 1.001e-07 1.657e-03 1.330e-09 1.423e-09 4.259e-09 8.569e-10 6.145e-06 4.036e-01 +92 IP 1 2.710e-09 +92 IP 2 2.721e-09 +92 IP 3 2.832e-03 +92 IP 4 2.711e-09 +92 IP 5 2.710e-09 +92 IP 6 2.712e-09 +92 IP 7 2.710e-09 +92 IP 8 2.780e-03 +92 IP 9 2.710e-09 +92 IP 10 2.710e-09 +92 IP 11 2.710e-09 +92 IP 12 2.710e-09 +92 IP 13 2.710e-09 +92 IP 14 2.710e-09 +92 IP 15 2.710e-09 +92 IP 16 2.710e-09 +92 IP 17 2.710e-09 +92 IP 18 2.710e-09 +92 IP 19 2.995e-09 +92 IP 20 2.710e-09 +92 IP 21 7.240e-02 +92 IP 22 7.265e-09 +92 IP 23 2.711e-09 +92 IP 24 2.710e-09 +92 IP 25 1.782e-01 +92 IP 26 1.068e-08 +92 IP 27 2.710e-09 +92 IP 28 2.720e-09 +92 IP 29 2.710e-09 +92 IP 30 2.050e-02 +92 IP 31 2.710e-09 +92 IP 32 3.450e-01 +92 IP 33 2.791e-09 +92 IP 34 2.650e-03 +92 IP 35 2.712e-09 +92 IP 36 1.122e-02 +92 IP 37 2.714e-09 +92 IP 38 2.710e-09 +92 IP 39 2.710e-09 +92 IP 40 2.710e-09 +92 IP 41 2.719e-09 +92 IP 42 2.710e-09 +92 IP 43 3.448e-01 +92 IP 44 2.710e-09 +92 IP 45 1.494e-02 +92 IP 46 2.710e-09 +92 IP 47 2.710e-09 +92 IP 48 4.611e-03 +92 IP 49 2.791e-09 +92 IP 50 2.710e-09 +92 IP 51 2.710e-09 +92 IP 52 2.724e-09 +92 IP 53 2.710e-09 +92 IP 54 2.713e-09 +92 IP 55 8.832e-09 +92 IP 56 2.710e-09 +92 EP 1 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.792e-11 7.813e-11 7.850e-11 7.896e-11 8.386e-11 8.779e-11 9.534e-11 1.169e-10 2.378e-10 1.758e-10 8.999e-11 2.822e-10 5.192e-10 1.339e-10 3.697e-05 1.457e-10 3.043e-10 6.480e-10 5.805e-04 5.358e-10 2.499e-04 7.714e-04 9.495e-10 2.867e-09 8.906e-10 5.799e-10 2.250e-09 7.972e-02 2.419e-01 2.145e-01 2.001e-01 1.506e-01 8.020e-02 2.749e-02 1.410e-03 3.433e-09 1.487e-09 2.246e-09 5.310e-04 6.541e-04 3.984e-10 9.368e-05 6.381e-10 6.954e-05 5.961e-04 2.953e-10 7.044e-05 4.690e-05 2.582e-10 1.430e-10 2.700e-10 9.354e-11 6.815e-10 1.077e-10 9.360e-05 5.359e-10 1.191e-04 2.886e-10 7.818e-11 8.049e-11 8.633e-11 8.231e-11 5.624e-05 7.874e-11 7.790e-11 8.201e-11 7.794e-11 9.256e-10 7.790e-11 7.790e-11 9.980e-11 7.796e-11 7.790e-11 7.790e-11 7.816e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 7.790e-11 2.082e-04 +92 EP 2 9.121e-11 9.121e-11 9.122e-11 9.138e-11 1.215e-10 4.038e-10 1.766e-10 3.758e-04 3.117e-10 9.747e-10 2.329e-04 5.982e-04 7.598e-10 2.877e-04 1.994e-02 9.462e-01 2.275e-02 3.582e-03 9.317e-04 2.000e-09 3.090e-09 2.339e-06 1.833e-03 1.167e-09 1.024e-09 1.562e-03 6.712e-10 4.196e-10 4.730e-10 4.230e-10 7.307e-04 8.779e-05 4.902e-10 2.193e-10 2.046e-04 1.435e-10 7.467e-05 7.617e-08 6.589e-05 1.538e-10 9.860e-11 1.145e-10 9.608e-11 9.476e-11 1.107e-10 9.141e-11 1.342e-10 9.425e-11 9.140e-11 1.158e-10 9.151e-11 9.130e-11 9.126e-11 1.031e-10 9.132e-11 9.182e-11 9.123e-11 9.123e-11 9.122e-11 9.122e-11 9.122e-11 9.131e-11 9.122e-11 9.121e-11 9.121e-11 9.124e-11 9.122e-11 9.122e-11 9.121e-11 9.121e-11 9.121e-11 9.122e-11 9.121e-11 9.121e-11 9.122e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 9.121e-11 5.120e-04 +92 EP 3 3.178e-11 3.178e-11 3.186e-11 3.664e-11 4.997e-11 6.253e-11 7.540e-04 1.681e-09 9.547e-01 3.704e-02 3.369e-09 2.475e-03 1.935e-03 4.837e-04 1.591e-03 5.474e-04 1.334e-04 4.513e-09 3.376e-10 7.515e-11 5.613e-05 3.981e-10 2.896e-06 7.030e-05 1.461e-05 2.717e-10 5.517e-11 3.723e-11 6.377e-05 3.268e-05 6.012e-11 3.520e-11 3.493e-11 3.767e-11 4.536e-11 4.714e-11 4.790e-11 6.776e-11 3.780e-11 3.245e-11 3.272e-11 3.205e-11 3.188e-11 3.204e-11 3.184e-11 3.181e-11 3.191e-11 3.179e-11 3.179e-11 3.180e-11 3.179e-11 3.178e-11 3.179e-11 3.179e-11 3.179e-11 3.182e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.179e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 3.178e-11 5.498e-05 +92 EP 4 1.030e-10 1.030e-10 1.030e-10 1.031e-10 1.195e-10 1.721e-10 2.108e-10 2.029e-09 9.592e-09 6.083e-04 5.533e-05 3.181e-03 8.303e-10 1.289e-09 5.463e-10 4.287e-08 1.570e-03 5.132e-01 4.153e-01 4.048e-02 7.400e-03 1.367e-03 9.479e-03 6.968e-04 1.207e-03 5.414e-05 1.569e-03 2.191e-03 6.932e-09 2.834e-04 2.118e-09 3.306e-09 5.829e-10 3.377e-10 7.367e-10 1.738e-10 1.424e-10 5.100e-10 1.921e-10 1.312e-10 1.107e-10 1.330e-10 1.521e-10 1.091e-10 1.060e-10 1.047e-10 1.252e-10 1.035e-10 1.035e-10 1.083e-10 1.032e-10 1.036e-10 1.033e-10 1.050e-10 1.032e-10 1.468e-04 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.031e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.030e-10 1.218e-03 +92 EP 5 1.196e-10 1.196e-10 1.196e-10 1.197e-10 1.245e-10 4.449e-10 2.571e-10 1.918e-04 1.165e-04 3.355e-10 3.460e-10 8.063e-04 1.059e-09 6.816e-10 6.181e-10 1.948e-06 5.179e-09 9.759e-01 1.136e-02 4.166e-09 4.963e-03 3.998e-03 1.843e-09 4.814e-09 6.220e-09 2.390e-09 6.925e-10 1.437e-04 1.183e-03 5.972e-04 2.329e-08 7.515e-10 4.644e-10 2.507e-04 1.824e-04 3.451e-10 1.706e-10 2.304e-10 1.630e-10 1.699e-10 1.286e-10 1.385e-10 1.759e-10 1.246e-10 1.335e-10 1.210e-10 1.465e-10 1.215e-10 1.206e-10 1.228e-10 1.235e-10 1.201e-10 1.198e-10 1.247e-10 1.204e-10 1.235e-10 1.197e-10 1.197e-10 1.196e-10 1.197e-10 1.196e-10 1.198e-10 1.198e-10 1.196e-10 1.196e-10 1.198e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.197e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 1.196e-10 3.217e-04 +92 EP 6 9.942e-11 9.942e-11 9.944e-11 1.012e-10 1.044e-10 1.233e-10 1.645e-03 3.756e-03 1.377e-09 1.643e-05 4.831e-10 5.681e-09 2.050e-07 5.879e-01 3.965e-01 2.356e-07 5.868e-03 6.963e-04 5.187e-08 4.138e-09 1.923e-03 3.051e-09 4.538e-06 2.776e-04 7.934e-04 6.666e-04 7.238e-07 1.059e-09 2.293e-10 2.623e-10 2.794e-10 6.206e-10 7.755e-10 1.669e-10 1.763e-10 1.498e-10 1.252e-10 2.405e-10 1.517e-10 1.278e-10 1.090e-10 1.234e-10 1.009e-10 1.035e-10 9.950e-11 9.987e-11 1.026e-10 1.008e-10 9.946e-11 9.969e-11 9.980e-11 1.002e-10 9.944e-11 9.954e-11 9.984e-11 1.002e-10 9.943e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.943e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 9.942e-11 1.084e-09 +92 EP 7 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.320e-11 4.321e-11 4.349e-11 4.494e-11 5.573e-11 4.883e-11 6.464e-11 5.396e-05 4.901e-11 4.941e-11 1.028e-10 4.461e-10 1.923e-10 1.912e-10 1.914e-10 3.417e-04 4.696e-04 3.487e-04 4.133e-04 1.723e-03 1.736e-03 2.561e-03 3.327e-03 3.051e-03 5.229e-03 1.114e-02 1.450e-02 1.576e-02 2.750e-02 2.090e-02 5.601e-02 1.413e-01 1.891e-01 1.841e-01 1.205e-01 7.671e-02 4.810e-02 2.417e-02 1.613e-02 8.558e-03 5.219e-03 4.339e-03 9.181e-04 5.064e-04 5.153e-04 3.796e-04 3.475e-04 4.170e-04 4.808e-10 3.070e-04 3.298e-10 5.530e-04 1.776e-09 2.962e-10 1.613e-04 5.574e-10 1.852e-04 6.034e-11 7.719e-11 6.936e-11 6.067e-11 1.042e-10 7.662e-11 4.316e-11 6.655e-11 4.493e-11 1.226e-04 4.316e-11 4.316e-11 1.665e-10 4.463e-11 4.316e-11 4.316e-11 4.320e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 4.316e-11 1.237e-02 +92 EP 8 6.511e-11 6.511e-11 6.523e-11 6.989e-11 9.001e-11 1.378e-10 1.917e-09 1.115e-09 4.934e-02 5.893e-01 3.371e-01 1.889e-02 3.047e-09 1.869e-03 3.118e-09 1.661e-09 1.194e-03 9.066e-10 1.174e-09 1.029e-03 5.041e-10 7.987e-04 2.850e-04 1.335e-10 1.298e-10 3.018e-10 1.403e-10 8.997e-11 2.321e-10 1.755e-04 3.334e-10 9.460e-11 1.219e-10 7.751e-11 9.538e-11 6.949e-11 1.601e-10 1.545e-10 6.667e-11 6.894e-11 6.579e-11 6.659e-11 6.557e-11 6.544e-11 6.514e-11 6.526e-11 6.874e-11 6.516e-11 6.511e-11 6.513e-11 6.511e-11 6.512e-11 6.512e-11 6.512e-11 6.511e-11 6.513e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 6.511e-11 1.345e-10 +92 EP 9 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.875e-11 1.283e-10 8.103e-11 1.303e-04 1.601e-10 1.072e-10 1.869e-04 1.872e-10 1.584e-10 5.462e-05 2.065e-10 1.016e-03 4.468e-09 4.188e-04 1.508e-09 7.842e-03 1.006e-09 2.678e-01 4.214e-01 2.072e-01 2.061e-02 2.123e-02 1.526e-02 1.358e-02 3.037e-03 4.841e-03 3.249e-03 3.458e-03 1.091e-03 2.786e-03 1.883e-03 6.097e-05 5.384e-09 2.405e-04 1.576e-09 4.120e-05 1.231e-10 1.755e-04 5.000e-10 1.399e-04 6.400e-10 8.615e-11 8.436e-11 1.221e-10 8.041e-11 2.964e-10 8.836e-05 8.091e-11 1.019e-10 9.305e-11 2.567e-10 8.413e-11 7.840e-11 7.843e-11 7.843e-11 7.851e-11 7.859e-11 7.956e-11 7.839e-11 7.838e-11 7.837e-11 8.272e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.839e-11 7.837e-11 7.837e-11 7.838e-11 7.837e-11 7.837e-11 7.837e-11 8.099e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 7.837e-11 2.138e-03 +92 EP 10 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.442e-11 5.490e-11 5.684e-11 5.912e-11 6.901e-11 9.115e-11 9.556e-11 1.303e-10 2.189e-10 9.741e-11 2.432e-10 3.790e-04 4.190e-10 4.645e-04 4.105e-10 3.634e-10 1.599e-04 1.375e-09 5.514e-04 4.074e-04 1.623e-03 4.888e-03 2.419e-03 7.478e-04 9.698e-09 7.380e-01 2.266e-01 1.694e-09 1.110e-02 5.083e-03 4.056e-03 2.588e-03 7.638e-04 7.284e-10 3.050e-10 1.889e-09 2.405e-10 1.116e-09 8.213e-05 1.595e-10 1.604e-05 2.019e-10 1.133e-10 6.998e-05 2.396e-10 3.190e-05 2.481e-10 6.003e-11 6.276e-11 7.542e-11 6.011e-11 6.351e-11 5.935e-11 1.202e-10 6.312e-11 6.528e-11 6.145e-11 8.908e-11 9.943e-11 5.472e-11 5.474e-11 5.475e-11 5.783e-11 5.455e-11 5.435e-11 5.451e-11 5.437e-11 5.597e-11 5.435e-11 5.435e-11 5.485e-11 5.437e-11 5.435e-11 5.435e-11 5.436e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 7.751e-10 +92 EP 11 8.256e-11 8.256e-11 8.256e-11 8.257e-11 8.462e-11 1.264e-10 1.082e-10 2.194e-10 7.491e-10 1.728e-09 2.039e-04 5.284e-04 4.895e-10 7.742e-10 2.913e-10 2.292e-09 1.032e-09 1.014e-02 5.747e-02 8.455e-01 7.478e-02 2.223e-09 1.677e-03 1.994e-03 3.543e-03 2.892e-03 1.723e-09 3.104e-09 9.493e-05 5.238e-10 1.352e-04 8.171e-04 4.877e-10 4.788e-10 2.213e-10 1.999e-04 1.091e-10 5.897e-10 1.552e-10 7.992e-10 9.913e-11 2.537e-10 1.032e-10 1.485e-10 9.911e-11 8.589e-11 8.832e-11 8.669e-11 8.324e-11 8.957e-11 8.440e-11 8.303e-11 8.502e-11 8.495e-11 8.825e-11 8.339e-11 8.268e-11 8.262e-11 8.260e-11 8.259e-11 8.264e-11 8.275e-11 8.257e-11 8.256e-11 8.256e-11 1.019e-10 8.257e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.257e-11 8.256e-11 8.256e-11 8.257e-11 8.256e-11 8.256e-11 8.256e-11 8.298e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 8.256e-11 7.338e-10 +92 EP 12 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.466e-11 6.481e-11 6.490e-11 6.690e-11 7.766e-11 1.458e-10 9.232e-11 1.197e-10 1.203e-10 8.569e-11 1.030e-10 9.940e-05 6.860e-05 6.900e-10 7.189e-05 2.330e-04 1.253e-04 3.760e-04 1.144e-04 4.753e-04 5.346e-04 4.151e-04 1.031e-03 8.101e-04 8.513e-10 3.963e-10 1.190e-03 5.124e-10 4.771e-08 2.488e-01 3.785e-01 2.740e-01 9.130e-02 1.097e-03 1.958e-09 1.493e-09 5.651e-10 4.205e-10 4.888e-10 5.229e-10 1.122e-09 5.829e-10 1.672e-10 1.320e-10 1.294e-04 2.988e-04 1.185e-04 1.353e-05 9.986e-11 1.623e-10 2.325e-10 1.580e-04 1.007e-10 9.310e-11 6.649e-11 1.379e-10 5.938e-05 2.056e-10 1.284e-10 6.921e-11 6.465e-11 6.471e-11 7.023e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 5.343e-05 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 6.465e-11 7.157e-10 +92 EP 13 7.025e-11 7.025e-11 7.025e-11 7.027e-11 7.588e-11 1.479e-10 1.374e-10 8.829e-10 1.528e-10 7.313e-10 2.813e-10 3.537e-06 2.813e-10 4.339e-10 5.893e-10 3.745e-07 2.437e-01 2.474e-01 2.019e-01 1.345e-01 8.549e-02 3.446e-02 7.866e-03 1.477e-02 9.003e-03 3.760e-03 3.064e-03 5.230e-03 1.896e-03 8.736e-04 3.976e-04 4.734e-04 3.750e-04 2.894e-04 3.274e-10 8.489e-10 3.594e-10 1.595e-06 2.729e-04 8.082e-10 1.190e-10 1.603e-10 1.429e-10 9.198e-11 7.397e-05 7.100e-11 8.876e-11 7.512e-11 7.046e-11 7.378e-11 7.329e-11 7.027e-11 7.089e-11 9.763e-11 7.039e-11 7.057e-11 7.029e-11 7.035e-11 7.028e-11 7.029e-11 7.026e-11 7.053e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.027e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.098e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 7.025e-11 4.208e-03 +92 EP 14 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.013e-11 6.059e-11 6.091e-11 6.457e-11 7.514e-11 7.802e-11 7.656e-11 1.189e-10 1.513e-04 8.498e-11 9.853e-11 1.411e-08 1.929e-04 4.125e-04 9.846e-05 1.388e-04 6.616e-10 5.896e-10 4.894e-04 2.315e-10 3.042e-03 1.824e-03 4.339e-03 3.736e-03 1.556e-09 1.709e-08 5.134e-01 4.630e-01 6.215e-04 1.701e-09 6.745e-03 4.251e-09 1.380e-03 2.586e-08 1.780e-09 9.201e-06 3.227e-10 2.683e-10 2.271e-10 1.022e-10 1.120e-10 9.378e-10 1.619e-10 1.445e-10 1.311e-10 1.563e-10 4.044e-10 7.208e-11 7.199e-11 6.378e-11 6.673e-11 6.496e-11 6.594e-11 5.939e-05 7.750e-11 7.037e-11 8.272e-11 1.232e-10 6.051e-11 6.018e-11 6.018e-11 6.063e-11 7.622e-11 6.010e-11 6.009e-11 6.022e-11 6.009e-11 6.039e-11 6.009e-11 6.009e-11 6.074e-11 6.009e-11 6.009e-11 6.009e-11 6.011e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 6.009e-11 3.084e-04 +92 EP 15 6.324e-11 6.324e-11 6.324e-11 6.324e-11 6.329e-11 6.480e-11 6.386e-11 7.705e-11 1.045e-10 2.264e-10 2.375e-10 1.347e-04 1.171e-10 1.759e-10 1.769e-10 2.758e-10 4.001e-04 3.535e-08 1.336e-09 2.538e-04 4.685e-10 2.274e-04 3.978e-05 9.579e-10 2.212e-03 1.365e-08 8.159e-02 2.372e-01 2.425e-01 2.213e-01 9.919e-02 5.002e-02 3.111e-02 1.391e-02 8.349e-03 3.845e-03 3.552e-03 2.430e-03 8.488e-05 1.635e-07 9.451e-10 4.086e-10 1.499e-10 1.437e-10 1.846e-10 1.885e-10 1.198e-10 5.704e-05 1.468e-04 1.171e-04 4.674e-10 7.071e-11 1.157e-10 7.661e-11 1.208e-10 2.655e-10 7.504e-11 1.232e-10 3.826e-10 6.396e-11 7.361e-11 1.224e-10 6.382e-11 6.332e-11 6.326e-11 6.551e-11 6.326e-11 6.325e-11 6.324e-11 6.343e-11 6.324e-11 6.358e-11 6.324e-11 6.324e-11 6.396e-11 6.324e-11 6.324e-11 6.324e-11 6.405e-11 6.324e-11 6.325e-11 6.324e-11 6.324e-11 6.324e-11 6.324e-11 6.324e-11 6.324e-11 6.324e-11 6.324e-11 6.324e-11 1.266e-03 +92 EP 16 5.997e-11 5.997e-11 5.997e-11 5.998e-11 6.084e-11 1.625e-09 7.529e-11 3.911e-10 4.186e-10 7.398e-04 7.707e-04 1.238e-03 1.008e-09 1.936e-03 8.746e-05 4.612e-05 1.387e-04 9.769e-04 5.302e-05 6.429e-03 7.183e-09 5.023e-01 4.724e-01 9.748e-06 3.825e-03 2.914e-03 3.801e-03 1.826e-03 1.337e-09 1.656e-09 4.430e-10 8.506e-10 8.162e-10 1.979e-06 3.579e-10 5.180e-04 1.143e-10 4.513e-10 1.075e-10 1.798e-10 8.329e-11 1.567e-05 7.067e-11 6.968e-11 6.724e-11 6.479e-11 8.071e-11 6.143e-11 6.548e-11 6.332e-11 6.228e-11 6.025e-11 7.075e-11 6.038e-11 6.011e-11 6.941e-11 6.275e-11 6.003e-11 6.000e-11 5.999e-11 5.999e-11 5.998e-11 6.012e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 5.997e-11 4.132e-09 +92 EP 17 3.500e-10 3.500e-10 3.500e-10 3.500e-10 3.507e-10 3.533e-10 3.525e-10 3.627e-10 3.784e-10 3.818e-04 3.771e-10 3.127e-04 5.680e-10 3.887e-10 3.960e-10 4.563e-04 6.372e-10 1.955e-04 3.508e-09 7.700e-04 4.068e-04 5.212e-07 1.364e-03 4.962e-10 1.755e-03 6.937e-04 2.117e-03 2.467e-03 3.956e-04 5.439e-10 1.195e-09 5.986e-10 8.513e-04 1.281e-04 1.183e-03 4.955e-10 6.334e-10 7.099e-10 4.700e-04 8.406e-09 8.683e-04 1.805e-03 1.428e-03 3.396e-04 1.860e-03 1.208e-03 2.475e-03 1.647e-03 1.606e-09 1.657e-03 2.194e-03 5.359e-10 5.212e-10 4.282e-04 7.078e-10 1.010e-03 6.357e-10 3.673e-10 3.754e-10 5.387e-04 4.327e-10 4.970e-04 3.550e-10 3.532e-10 3.621e-10 3.595e-10 3.572e-10 3.531e-10 3.500e-10 3.534e-10 3.505e-10 4.833e-10 3.500e-10 3.500e-10 3.559e-10 3.503e-10 3.500e-10 3.500e-10 6.999e-04 3.500e-10 6.999e-04 1.050e-03 3.500e-10 3.500e-10 3.500e-10 3.500e-10 3.500e-10 3.500e-10 3.500e-10 3.500e-10 9.656e-01 +92 EP 18 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.917e-11 9.068e-11 8.039e-11 1.779e-10 2.148e-04 2.314e-09 4.332e-10 7.304e-04 4.349e-10 9.864e-05 4.844e-04 9.554e-04 5.727e-04 1.520e-03 6.611e-10 1.883e-03 1.142e-09 7.307e-09 2.114e-01 7.386e-01 3.838e-02 1.018e-08 6.803e-04 2.356e-09 2.180e-04 1.324e-03 1.259e-03 5.683e-04 6.160e-04 9.014e-10 3.218e-04 6.585e-08 1.189e-04 7.025e-10 1.551e-10 2.214e-10 8.646e-11 1.692e-10 9.080e-11 9.235e-11 8.918e-11 7.297e-11 7.724e-11 7.809e-11 7.626e-11 7.538e-11 7.427e-11 6.964e-11 9.237e-11 7.017e-11 7.035e-11 7.890e-11 7.020e-11 6.914e-11 6.955e-11 6.858e-11 6.873e-11 6.905e-11 7.081e-11 6.844e-11 6.844e-11 6.863e-11 6.854e-11 6.843e-11 6.842e-11 6.843e-11 6.842e-11 6.850e-11 6.842e-11 6.842e-11 6.844e-11 6.842e-11 6.842e-11 6.842e-11 6.843e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 6.842e-11 1.646e-09 +92 EP 19 5.421e-11 5.421e-11 5.421e-11 5.443e-11 5.910e-11 6.667e-11 4.068e-10 1.255e-03 1.679e-10 7.270e-09 3.151e-10 3.700e-02 9.278e-01 2.674e-02 7.463e-05 7.545e-06 1.971e-03 3.069e-04 2.185e-03 7.383e-04 9.117e-04 1.531e-04 5.809e-10 3.350e-05 2.456e-04 2.819e-04 1.005e-08 2.343e-05 3.053e-10 1.337e-10 1.266e-10 5.414e-05 8.503e-11 1.108e-04 7.033e-11 7.768e-11 6.698e-11 6.458e-11 6.212e-11 6.120e-11 5.840e-11 9.827e-11 5.693e-11 5.662e-11 5.667e-11 5.439e-11 5.502e-11 5.636e-11 5.426e-11 5.463e-11 5.432e-11 5.425e-11 5.427e-11 5.476e-11 5.431e-11 5.480e-11 5.421e-11 5.422e-11 5.423e-11 5.421e-11 5.421e-11 5.422e-11 5.424e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 5.421e-11 1.095e-04 +92 EP 20 6.266e-11 6.266e-11 6.266e-11 6.267e-11 6.346e-11 6.344e-05 7.422e-11 2.172e-10 1.149e-06 1.657e-04 1.280e-09 2.915e-05 2.865e-10 3.614e-04 6.920e-10 7.176e-10 1.377e-09 2.000e-03 5.377e-06 2.689e-02 7.073e-01 2.443e-01 1.081e-09 7.629e-03 3.179e-03 2.382e-03 1.806e-03 1.643e-03 2.894e-06 1.017e-03 5.999e-10 1.091e-09 1.479e-04 2.820e-10 1.921e-10 6.310e-10 1.164e-10 2.496e-10 3.742e-10 1.730e-04 8.747e-11 3.381e-10 8.204e-11 9.333e-11 8.172e-11 6.723e-11 7.213e-11 6.632e-11 6.498e-11 1.317e-10 7.525e-11 6.315e-11 6.683e-11 6.521e-11 1.343e-10 6.890e-11 6.293e-11 6.289e-11 6.336e-11 6.278e-11 6.282e-11 6.295e-11 6.330e-11 6.267e-11 6.267e-11 6.594e-11 6.273e-11 6.267e-11 6.266e-11 6.266e-11 6.266e-11 6.273e-11 6.266e-11 6.266e-11 6.268e-11 6.266e-11 6.266e-11 6.266e-11 6.346e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 6.266e-11 9.147e-04 +92 EP 21 2.087e-11 2.087e-11 1.935e-05 5.522e-11 1.641e-10 9.271e-01 5.356e-02 1.348e-02 3.791e-03 1.567e-03 3.369e-05 2.343e-04 1.280e-04 4.461e-11 3.781e-11 3.222e-11 1.394e-05 2.678e-11 3.466e-11 5.300e-06 2.855e-11 2.400e-11 3.033e-11 2.122e-11 2.099e-05 2.551e-11 2.174e-11 2.124e-11 2.108e-11 2.119e-11 2.096e-11 2.090e-11 2.089e-11 2.118e-11 2.094e-11 2.090e-11 2.090e-11 2.120e-11 2.088e-11 2.088e-11 2.088e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 2.087e-11 8.211e-11 +92 EP 22 8.687e-11 8.687e-11 8.687e-11 8.714e-11 9.424e-11 1.093e-10 4.717e-10 2.369e-09 5.658e-10 6.984e-03 9.770e-01 8.905e-03 1.586e-09 1.070e-09 1.326e-03 1.554e-03 2.919e-03 1.578e-09 1.490e-04 1.182e-04 4.006e-04 4.621e-04 3.971e-10 2.115e-04 9.905e-06 8.993e-10 1.920e-10 1.351e-10 1.615e-10 1.147e-10 1.241e-10 1.045e-10 1.042e-10 9.741e-11 1.078e-10 9.639e-11 9.361e-11 9.976e-11 9.156e-11 1.088e-10 9.032e-11 8.941e-11 8.784e-11 8.779e-11 8.705e-11 8.700e-11 8.743e-11 8.759e-11 8.689e-11 8.694e-11 8.692e-11 8.689e-11 8.695e-11 8.703e-11 8.694e-11 8.694e-11 8.688e-11 8.688e-11 8.689e-11 8.688e-11 8.688e-11 8.688e-11 8.687e-11 8.687e-11 8.687e-11 8.688e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.688e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 8.687e-11 2.294e-10 +92 EP 23 1.122e-10 1.122e-10 1.122e-10 1.123e-10 1.137e-10 1.241e-10 1.492e-10 7.401e-04 5.029e-04 1.585e-03 6.420e-04 3.658e-03 1.819e-09 1.648e-03 4.844e-10 9.728e-05 6.810e-10 1.520e-07 3.138e-09 4.959e-01 3.880e-01 6.683e-02 6.202e-03 1.848e-02 1.563e-08 3.493e-03 5.172e-05 2.362e-03 3.545e-03 3.012e-03 1.328e-03 5.452e-04 1.617e-09 1.320e-04 4.689e-10 4.445e-10 2.570e-10 5.333e-05 2.506e-10 8.004e-10 1.518e-10 1.385e-10 1.514e-10 1.317e-10 1.156e-10 1.305e-10 1.198e-10 1.256e-10 1.210e-10 1.135e-10 1.140e-10 1.134e-10 1.720e-10 1.144e-10 1.126e-10 1.768e-10 1.122e-10 1.122e-10 1.123e-10 1.122e-10 1.123e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.123e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.122e-10 1.209e-03 +92 EP 24 8.411e-11 8.411e-11 8.411e-11 8.412e-11 8.433e-11 8.643e-11 8.690e-11 1.099e-10 1.318e-10 2.211e-10 2.371e-10 5.347e-10 1.315e-10 3.574e-10 2.552e-10 6.797e-10 1.030e-09 1.739e-04 4.631e-04 4.657e-04 9.847e-10 1.193e-03 8.809e-10 7.524e-10 1.042e-02 2.043e-09 1.571e-01 8.044e-01 2.521e-02 2.091e-09 1.664e-09 5.784e-09 2.648e-09 1.951e-09 3.174e-09 5.554e-10 6.021e-10 4.099e-04 1.094e-09 2.896e-10 8.175e-05 3.496e-10 1.256e-10 1.522e-10 1.219e-10 1.010e-10 2.492e-10 9.725e-11 2.306e-10 2.217e-07 1.208e-10 8.534e-11 9.303e-11 8.744e-11 8.734e-11 5.348e-10 8.641e-11 9.563e-11 8.772e-11 8.837e-11 8.876e-11 8.564e-11 7.881e-05 8.415e-11 8.413e-11 8.415e-11 8.423e-11 8.413e-11 8.411e-11 8.412e-11 8.412e-11 8.428e-11 8.411e-11 8.411e-11 8.416e-11 8.412e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 8.411e-11 4.450e-10 +92 EP 25 3.218e-11 3.218e-11 1.020e-10 3.133e-10 9.976e-01 1.457e-09 2.382e-03 7.824e-10 4.630e-10 2.324e-08 8.341e-11 9.373e-11 2.479e-05 4.094e-11 3.505e-11 3.444e-11 5.024e-11 3.379e-11 3.458e-11 4.448e-11 3.380e-11 3.272e-11 3.382e-11 3.222e-11 4.745e-11 3.286e-11 3.237e-11 3.227e-11 3.220e-11 3.225e-11 3.219e-11 3.218e-11 3.218e-11 3.222e-11 3.218e-11 3.218e-11 3.218e-11 3.222e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.218e-11 3.707e-11 +92 EP 26 8.772e-11 8.772e-11 8.773e-11 8.936e-11 9.338e-11 1.330e-10 5.156e-04 1.322e-03 3.676e-10 6.430e-10 1.480e-09 5.662e-01 3.927e-01 2.401e-02 3.721e-03 2.801e-09 3.943e-03 1.948e-03 3.160e-03 4.857e-04 5.418e-04 1.551e-07 8.425e-04 3.977e-10 3.136e-09 9.017e-05 2.377e-10 3.930e-10 1.590e-10 2.953e-10 3.775e-04 1.951e-10 2.606e-10 2.298e-10 1.261e-10 1.425e-10 1.129e-10 1.344e-10 9.628e-11 1.797e-04 8.970e-11 9.426e-11 8.789e-11 8.800e-11 8.774e-11 8.793e-11 8.927e-11 8.809e-11 8.772e-11 8.772e-11 8.845e-11 8.772e-11 8.773e-11 8.772e-11 8.772e-11 8.773e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 8.772e-11 2.548e-10 +92 EP 27 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.736e-11 2.756e-11 2.852e-11 3.185e-11 2.868e-11 2.988e-11 3.428e-11 2.822e-11 2.858e-11 1.543e-09 3.321e-11 3.563e-11 9.879e-11 3.514e-11 4.816e-11 7.609e-11 5.713e-11 2.784e-10 8.142e-11 9.606e-10 3.138e-10 2.444e-10 7.142e-10 5.324e-08 5.825e-10 2.188e-03 2.797e-03 7.423e-03 2.383e-10 4.014e-02 4.438e-01 4.321e-01 6.964e-02 4.907e-10 7.200e-10 7.891e-04 2.440e-05 2.783e-10 2.937e-04 1.466e-04 6.574e-05 2.259e-10 3.944e-04 2.875e-10 8.155e-11 2.140e-05 1.349e-05 1.236e-10 7.128e-05 9.296e-11 5.891e-11 7.462e-11 8.824e-11 2.335e-05 1.555e-10 3.110e-05 2.854e-11 4.946e-11 2.930e-11 3.990e-11 4.014e-11 3.978e-11 2.735e-11 2.918e-11 2.758e-11 3.861e-11 2.735e-11 2.735e-11 2.452e-10 2.759e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 2.735e-11 1.826e-10 +92 EP 28 8.735e-11 8.735e-11 8.735e-11 8.811e-11 1.855e-05 1.151e-10 7.851e-10 1.112e-09 3.927e-10 2.248e-09 3.759e-01 3.629e-01 2.229e-01 3.372e-08 4.847e-03 5.388e-03 9.318e-03 7.318e-03 2.341e-04 3.551e-03 1.891e-03 2.036e-05 2.455e-03 3.610e-04 3.927e-04 1.039e-07 3.212e-04 1.916e-04 2.178e-10 5.683e-10 1.437e-09 2.870e-10 1.389e-10 1.212e-10 1.911e-10 9.865e-05 7.438e-05 5.734e-05 1.560e-10 9.192e-11 6.529e-05 8.856e-11 9.084e-11 1.373e-10 8.774e-11 8.745e-11 8.767e-11 8.892e-11 8.738e-11 8.745e-11 8.737e-11 8.735e-11 8.738e-11 8.743e-11 8.736e-11 8.740e-11 8.735e-11 8.735e-11 8.737e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.748e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 8.735e-11 1.587e-03 +92 EP 29 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.934e-11 8.522e-11 7.315e-11 2.562e-10 2.892e-10 1.250e-04 2.135e-10 4.131e-10 1.211e-10 9.643e-06 6.498e-04 2.011e-09 1.390e-03 1.799e-03 5.680e-10 3.722e-03 9.374e-10 3.062e-03 5.777e-09 1.532e-01 6.344e-01 1.631e-01 2.735e-09 2.177e-02 9.732e-03 2.583e-03 1.338e-09 1.786e-03 2.277e-04 8.672e-04 1.704e-04 1.498e-04 1.102e-04 2.874e-04 5.469e-05 1.401e-04 1.084e-10 5.367e-10 1.937e-10 1.454e-10 1.550e-10 7.729e-11 7.546e-11 1.103e-10 3.042e-10 9.759e-11 9.269e-11 7.217e-11 7.804e-05 7.484e-11 8.455e-11 7.204e-11 6.906e-11 6.907e-11 9.505e-11 6.907e-11 6.915e-11 6.979e-11 6.902e-11 6.902e-11 6.901e-11 7.080e-11 6.902e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.903e-11 6.901e-11 6.901e-11 6.905e-11 6.901e-11 6.901e-11 6.901e-11 6.930e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.565e-04 +92 EP 30 3.327e-11 3.327e-11 3.904e-11 7.793e-11 9.331e-11 5.015e-10 9.821e-01 2.086e-07 1.410e-02 2.714e-03 5.705e-04 3.357e-04 2.607e-10 9.863e-11 4.896e-10 1.031e-04 9.665e-11 7.666e-11 9.069e-11 3.443e-10 7.440e-11 2.641e-05 6.934e-11 3.457e-11 4.281e-11 8.425e-11 4.233e-11 3.435e-11 3.356e-11 3.356e-11 3.345e-11 3.343e-11 3.332e-11 3.368e-11 3.352e-11 3.364e-11 3.335e-11 3.361e-11 3.330e-11 3.328e-11 3.328e-11 3.332e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.327e-11 3.917e-05 +92 EP 31 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.573e-11 5.576e-11 5.607e-11 5.634e-11 6.348e-11 6.085e-11 6.060e-05 7.917e-11 9.223e-11 2.283e-10 7.545e-11 1.465e-10 1.678e-10 1.699e-10 1.575e-10 8.898e-11 2.247e-10 3.185e-10 5.068e-10 1.547e-04 1.409e-04 5.283e-10 8.412e-04 3.070e-09 8.201e-10 4.266e-09 5.583e-03 4.620e-10 2.005e-02 4.753e-01 4.643e-01 3.349e-02 5.110e-10 4.541e-09 9.542e-10 4.843e-10 3.862e-10 5.944e-10 1.873e-10 1.559e-10 1.434e-10 1.315e-10 1.236e-10 8.940e-11 1.139e-10 8.152e-11 9.358e-11 4.136e-10 8.025e-05 6.051e-05 7.082e-11 6.400e-11 8.606e-11 3.320e-10 7.048e-11 5.904e-11 8.581e-11 2.344e-10 7.829e-11 5.974e-11 6.129e-11 5.589e-11 6.531e-11 5.645e-11 5.572e-11 5.623e-11 5.572e-11 9.849e-11 5.572e-11 5.572e-11 5.782e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 5.572e-11 2.213e-10 +92 EP 32 4.381e-10 3.943e-03 9.468e-01 4.817e-02 6.479e-04 7.806e-10 5.346e-10 5.441e-10 4.475e-04 4.627e-10 4.391e-10 4.384e-10 4.400e-10 4.382e-10 4.381e-10 4.381e-10 4.382e-10 4.381e-10 4.383e-10 4.382e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.386e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 4.381e-10 +92 EP 33 8.467e-11 8.467e-11 8.468e-11 8.514e-11 9.436e-11 9.793e-11 6.233e-10 7.740e-06 1.007e-09 3.731e-09 5.570e-10 1.707e-02 5.515e-02 8.883e-01 3.422e-02 1.736e-04 1.776e-03 4.672e-04 2.278e-04 9.119e-04 1.374e-08 6.819e-04 4.582e-04 4.667e-10 1.368e-04 3.616e-04 4.732e-10 4.534e-10 2.863e-05 1.669e-10 1.248e-10 1.352e-10 2.626e-10 2.797e-10 9.010e-11 1.270e-10 1.255e-10 9.521e-11 8.868e-11 9.631e-11 8.725e-11 3.532e-05 8.499e-11 8.588e-11 9.018e-11 8.487e-11 8.530e-11 8.527e-11 8.469e-11 8.499e-11 8.470e-11 8.476e-11 8.470e-11 8.555e-11 8.468e-11 8.486e-11 8.467e-11 8.467e-11 8.468e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 8.467e-11 3.329e-10 +92 EP 34 7.287e-11 7.287e-11 7.287e-11 7.329e-11 7.982e-11 1.086e-10 4.581e-04 8.505e-10 2.987e-10 9.111e-10 2.341e-09 9.806e-01 1.029e-02 8.191e-09 1.107e-09 5.478e-04 1.680e-03 2.640e-03 5.380e-04 1.220e-03 1.418e-03 2.206e-04 6.601e-05 3.751e-10 1.841e-10 3.634e-10 2.790e-04 2.263e-10 1.519e-10 1.047e-10 9.611e-11 2.284e-06 8.650e-11 8.996e-11 8.149e-11 9.500e-11 8.143e-11 7.888e-11 8.023e-11 7.567e-11 7.497e-11 7.584e-11 7.640e-11 7.492e-11 7.320e-11 7.295e-11 7.362e-11 7.320e-11 7.287e-11 7.292e-11 7.291e-11 7.287e-11 7.296e-11 7.310e-11 7.289e-11 7.288e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 7.287e-11 2.254e-10 +92 EP 35 7.088e-11 7.088e-11 7.088e-11 7.115e-11 7.871e-11 9.077e-11 1.556e-10 3.278e-04 8.225e-10 1.662e-03 7.939e-10 2.165e-03 1.403e-09 4.538e-02 8.999e-01 3.241e-02 1.082e-02 2.702e-03 2.229e-03 5.440e-04 1.651e-05 6.470e-04 2.746e-09 3.124e-04 1.362e-09 1.921e-09 2.310e-04 2.535e-04 1.643e-10 1.933e-10 2.169e-10 1.601e-10 1.304e-10 1.212e-10 2.214e-10 1.500e-10 2.738e-10 1.179e-07 9.784e-11 8.467e-11 7.396e-11 5.468e-10 8.164e-11 7.381e-11 7.772e-11 7.302e-11 7.764e-11 7.164e-11 7.120e-11 7.698e-11 7.126e-11 7.117e-11 7.121e-11 7.731e-11 7.136e-11 7.310e-11 7.091e-11 7.090e-11 7.093e-11 7.089e-11 7.089e-11 7.090e-11 7.093e-11 7.088e-11 7.088e-11 7.089e-11 7.089e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.089e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 7.088e-11 4.305e-04 +92 EP 36 2.546e-11 2.546e-11 2.593e-11 6.176e-11 5.154e-11 7.204e-11 3.057e-02 8.702e-01 8.462e-02 8.905e-03 6.169e-04 2.673e-03 1.548e-03 5.728e-04 7.824e-10 1.488e-10 2.176e-10 2.277e-04 7.167e-05 6.196e-11 6.766e-11 4.813e-11 8.021e-11 3.487e-11 4.048e-11 4.632e-06 3.264e-11 2.645e-11 2.688e-11 2.764e-11 2.689e-11 2.566e-11 2.560e-11 2.817e-11 2.796e-11 2.693e-11 2.629e-11 2.966e-11 2.570e-11 2.547e-11 2.552e-11 2.549e-11 2.546e-11 2.547e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 2.546e-11 6.356e-11 +92 EP 37 7.134e-11 7.134e-11 7.134e-11 7.157e-11 1.257e-10 8.629e-11 7.424e-05 1.241e-03 1.997e-10 6.488e-10 3.773e-10 8.568e-10 2.397e-08 3.679e-01 3.264e-01 1.994e-01 4.381e-02 2.264e-02 8.067e-03 5.849e-03 7.246e-03 4.462e-03 3.001e-03 2.417e-03 2.001e-03 1.552e-03 6.662e-04 9.204e-10 3.331e-04 9.133e-04 9.056e-04 4.727e-06 1.541e-04 4.524e-10 1.074e-10 8.431e-10 2.037e-10 3.100e-10 1.565e-10 6.234e-05 1.316e-10 9.001e-05 8.044e-11 9.425e-11 1.712e-10 7.149e-11 7.233e-11 7.490e-11 7.141e-11 7.344e-11 7.142e-11 7.134e-11 7.141e-11 7.396e-11 7.140e-11 7.173e-11 7.134e-11 7.135e-11 7.138e-11 7.134e-11 7.135e-11 7.142e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.157e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 7.134e-11 8.481e-04 +92 EP 38 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.063e-11 2.068e-11 2.108e-11 2.210e-11 2.086e-11 2.237e-11 3.890e-11 2.084e-11 2.094e-11 3.503e-11 2.401e-11 2.522e-11 2.536e-11 2.356e-11 3.340e-11 1.284e-05 8.717e-11 9.118e-05 4.256e-11 6.326e-05 1.076e-04 1.180e-04 5.009e-04 6.461e-10 2.808e-04 5.398e-04 1.537e-03 1.785e-03 6.767e-10 4.027e-10 3.111e-10 1.943e-01 4.379e-01 2.688e-01 8.009e-02 1.154e-02 1.189e-09 4.355e-10 5.420e-10 4.131e-10 9.957e-10 2.042e-04 4.925e-10 3.018e-04 4.839e-04 1.534e-09 1.126e-04 2.252e-04 1.057e-04 1.050e-04 4.623e-11 3.405e-10 1.260e-10 1.240e-10 2.047e-05 7.001e-11 2.329e-11 4.873e-11 2.434e-11 3.454e-05 1.094e-05 5.737e-11 2.062e-11 2.608e-11 2.267e-11 3.150e-11 2.062e-11 2.062e-11 5.886e-09 2.249e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 2.062e-11 6.118e-04 +92 EP 39 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.779e-11 1.784e-11 1.821e-11 1.785e-11 1.883e-11 2.304e-11 1.785e-11 1.789e-11 1.930e-11 2.233e-11 2.230e-11 1.895e-11 2.019e-11 2.361e-11 2.895e-11 1.614e-05 6.811e-11 3.016e-11 6.667e-11 4.448e-05 3.623e-05 6.133e-05 2.614e-10 2.367e-04 3.699e-04 3.179e-04 1.620e-03 2.818e-03 2.376e-03 5.395e-10 2.267e-10 3.429e-02 2.109e-01 2.811e-01 2.205e-01 1.266e-01 6.223e-02 3.030e-02 1.201e-02 7.194e-03 3.180e-03 2.438e-03 2.212e-04 2.434e-04 1.494e-04 2.540e-04 1.422e-04 7.892e-05 2.148e-05 1.854e-10 2.764e-05 1.615e-10 8.805e-05 4.728e-10 6.721e-11 2.938e-11 1.285e-04 3.148e-11 1.701e-10 5.439e-05 4.472e-06 1.778e-11 4.271e-11 5.898e-11 3.389e-11 1.778e-11 1.778e-11 2.761e-10 5.722e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 1.778e-11 3.170e-10 +92 EP 40 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.828e-11 7.943e-11 8.153e-11 9.534e-11 1.117e-10 1.640e-10 1.362e-04 1.812e-10 2.682e-10 2.603e-10 6.942e-04 1.044e-09 4.925e-04 1.225e-09 1.877e-09 9.278e-10 3.362e-10 2.407e-03 1.351e-08 1.055e-03 5.665e-03 5.529e-03 1.477e-09 4.551e-02 9.241e-01 2.459e-04 1.283e-09 1.165e-02 5.301e-09 2.420e-03 1.638e-09 1.270e-09 2.972e-09 7.286e-09 3.399e-10 7.432e-10 3.900e-10 2.690e-10 7.101e-10 1.598e-10 1.926e-10 1.165e-10 6.034e-05 1.392e-10 5.827e-10 4.323e-10 5.767e-05 8.176e-11 8.925e-11 8.904e-11 8.211e-11 1.174e-10 8.276e-11 1.334e-10 8.410e-11 9.978e-11 8.397e-11 8.987e-11 3.915e-10 7.830e-11 7.813e-11 7.818e-11 7.942e-11 7.816e-11 7.805e-11 7.808e-11 7.806e-11 7.905e-11 7.805e-11 7.805e-11 7.843e-11 7.806e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.805e-11 7.087e-10 +92 EP 41 7.744e-11 7.744e-11 7.753e-11 8.168e-11 2.110e-10 1.229e-10 8.525e-10 9.475e-10 3.810e-09 8.002e-01 1.823e-01 1.008e-08 2.726e-09 1.156e-02 1.118e-08 2.461e-04 9.649e-10 1.407e-03 2.025e-03 1.222e-09 2.763e-04 7.644e-04 3.484e-10 3.463e-04 3.318e-04 5.660e-05 1.802e-10 1.073e-10 1.035e-10 2.705e-10 3.419e-05 1.632e-10 8.605e-11 1.207e-10 1.744e-04 2.459e-10 2.415e-10 2.391e-10 1.059e-10 7.885e-11 2.710e-10 7.807e-11 7.773e-11 8.241e-11 7.752e-11 7.756e-11 7.756e-11 7.777e-11 7.745e-11 7.747e-11 7.746e-11 7.745e-11 7.748e-11 7.746e-11 7.745e-11 7.749e-11 7.745e-11 7.745e-11 7.745e-11 7.745e-11 7.745e-11 7.745e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.745e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.746e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 7.744e-11 2.771e-04 +92 EP 42 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.301e-10 1.308e-10 1.506e-10 1.629e-04 8.120e-10 7.648e-04 2.560e-04 2.710e-09 4.674e-10 7.318e-04 9.170e-07 5.928e-10 9.390e-04 2.323e-09 1.124e-09 2.465e-03 1.253e-09 7.262e-03 1.054e-09 4.430e-09 6.585e-01 3.261e-01 5.014e-09 2.560e-09 2.937e-09 1.707e-08 6.379e-09 1.344e-04 2.214e-03 2.385e-04 8.706e-10 7.267e-10 9.415e-10 7.070e-10 2.789e-10 2.795e-10 2.324e-10 2.502e-10 1.899e-10 1.763e-10 3.694e-10 1.529e-10 2.401e-10 1.372e-10 1.406e-10 1.764e-10 1.395e-10 1.329e-10 1.098e-09 1.339e-10 1.295e-10 1.664e-10 1.349e-10 1.297e-10 1.291e-10 1.290e-10 1.291e-10 1.289e-10 1.310e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.289e-10 1.903e-04 +92 EP 43 7.764e-11 7.840e-11 4.863e-09 9.912e-01 2.417e-03 5.868e-03 2.215e-04 2.856e-04 2.106e-10 3.009e-10 8.641e-11 8.509e-11 1.035e-10 7.920e-11 7.806e-11 7.793e-11 8.005e-11 7.784e-11 7.799e-11 7.891e-11 7.780e-11 7.779e-11 7.779e-11 7.764e-11 8.188e-11 7.769e-11 7.766e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.764e-11 7.819e-11 +92 EP 44 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.938e-11 2.939e-11 2.942e-11 2.999e-11 2.945e-11 3.018e-11 3.755e-11 2.948e-11 2.953e-11 3.050e-11 1.189e-10 4.912e-11 3.142e-11 4.092e-11 3.513e-11 3.385e-11 3.857e-11 4.437e-11 5.640e-11 1.174e-10 2.648e-10 1.154e-04 8.224e-05 1.782e-04 2.938e-04 7.117e-04 2.927e-04 4.350e-04 9.414e-04 1.349e-03 2.971e-03 4.426e-04 1.691e-03 3.906e-04 4.054e-02 1.078e-01 1.570e-01 1.502e-01 1.228e-01 9.852e-02 6.397e-02 4.746e-02 3.351e-02 2.522e-02 1.672e-02 1.237e-02 8.534e-03 6.544e-03 4.603e-03 3.965e-03 2.326e-03 2.569e-03 1.788e-03 1.554e-03 1.133e-03 8.857e-04 6.186e-04 3.752e-04 5.875e-04 2.445e-04 3.433e-04 2.570e-04 2.937e-11 2.056e-04 2.937e-05 3.916e-05 2.937e-11 2.937e-11 1.469e-04 2.937e-05 2.937e-11 2.937e-11 2.938e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 2.937e-11 7.719e-02 +92 EP 45 5.026e-11 5.026e-11 5.062e-11 7.189e-11 9.692e-11 1.242e-10 1.446e-09 5.250e-01 4.461e-01 2.075e-02 6.345e-10 3.144e-03 2.402e-03 8.503e-04 8.632e-04 1.735e-09 5.522e-04 5.377e-05 1.007e-04 2.090e-10 1.051e-04 2.278e-10 2.323e-10 7.835e-11 6.267e-11 7.685e-10 9.066e-11 5.338e-11 8.045e-11 1.342e-10 5.889e-11 5.639e-11 5.273e-11 3.832e-05 5.269e-11 5.068e-11 5.204e-11 9.431e-05 5.032e-11 5.036e-11 5.032e-11 5.029e-11 5.027e-11 5.027e-11 5.026e-11 5.026e-11 5.044e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 5.026e-11 1.060e-10 +92 EP 46 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.173e-11 4.192e-11 4.320e-11 4.331e-11 5.059e-11 6.304e-11 9.519e-11 5.741e-11 9.446e-11 4.050e-05 6.327e-11 4.377e-05 5.329e-05 1.915e-10 3.203e-10 1.057e-10 1.318e-04 3.412e-04 3.941e-04 5.863e-04 6.953e-04 5.021e-04 1.497e-03 3.434e-03 4.826e-05 4.509e-10 1.062e-02 1.811e-01 5.863e-01 2.055e-01 3.169e-09 4.559e-03 1.903e-03 1.096e-03 7.268e-04 6.438e-10 3.186e-10 2.143e-10 1.922e-10 1.092e-10 1.254e-10 1.515e-10 9.332e-11 7.973e-11 9.948e-11 6.509e-11 9.907e-11 1.169e-10 5.951e-11 4.964e-11 5.476e-11 5.528e-11 4.786e-11 6.012e-11 3.913e-05 4.550e-11 8.894e-11 8.101e-11 5.630e-11 4.196e-11 4.188e-11 4.178e-11 4.357e-11 4.174e-11 4.172e-11 4.172e-11 4.172e-11 4.681e-11 4.172e-11 4.172e-11 4.182e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.172e-11 4.449e-04 +92 EP 47 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.660e-11 3.661e-11 3.661e-11 3.698e-11 3.815e-11 3.977e-11 4.207e-11 4.015e-11 4.342e-11 3.891e-11 4.090e-11 3.591e-05 4.636e-11 5.505e-11 9.185e-06 5.547e-11 8.955e-11 8.581e-11 3.386e-10 4.854e-04 7.021e-07 4.285e-04 1.108e-09 7.073e-04 5.361e-04 3.928e-10 1.745e-03 3.462e-04 9.544e-05 1.077e-09 2.069e-01 5.758e-01 2.128e-01 1.056e-09 1.074e-09 5.302e-10 4.749e-10 1.814e-09 3.698e-10 2.200e-10 4.691e-10 3.829e-10 3.010e-10 9.712e-11 3.433e-10 9.475e-11 6.590e-11 9.929e-11 8.999e-11 8.631e-11 2.792e-09 5.230e-11 9.951e-11 3.608e-05 5.286e-11 9.593e-11 5.529e-11 6.770e-11 3.947e-11 5.541e-11 4.059e-11 3.916e-11 4.214e-11 4.514e-11 3.659e-11 3.861e-11 3.670e-11 5.950e-11 3.659e-11 3.659e-11 5.899e-11 3.672e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 3.659e-11 1.072e-10 +92 EP 48 5.440e-11 5.440e-11 5.512e-11 9.432e-11 1.317e-10 4.161e-10 8.572e-01 1.354e-01 2.466e-09 7.278e-03 6.451e-10 1.120e-09 1.334e-07 5.632e-10 5.845e-06 2.231e-10 2.993e-10 9.643e-11 3.724e-05 8.613e-11 1.948e-10 6.162e-11 9.054e-11 6.148e-11 5.671e-11 2.644e-05 5.793e-11 5.526e-11 5.762e-11 5.788e-11 5.508e-11 5.480e-11 5.467e-11 5.927e-11 5.453e-11 5.442e-11 5.448e-11 5.888e-11 5.441e-11 5.442e-11 5.441e-11 5.441e-11 5.441e-11 5.441e-11 5.440e-11 5.440e-11 5.441e-11 5.441e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.441e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 4.373e-05 +92 EP 49 7.074e-11 7.074e-11 7.082e-11 7.278e-11 1.345e-10 1.182e-10 3.370e-03 6.330e-03 1.408e-02 9.693e-01 4.194e-09 1.490e-03 6.615e-04 1.122e-03 4.337e-04 2.555e-03 5.875e-04 2.766e-10 5.789e-10 6.876e-10 3.975e-05 1.346e-05 4.980e-06 1.577e-10 1.158e-10 1.237e-10 1.828e-10 7.497e-11 7.574e-10 1.947e-10 7.573e-11 7.746e-11 7.238e-11 9.263e-11 7.463e-11 7.573e-11 7.275e-11 7.642e-11 7.142e-11 7.109e-11 7.199e-11 7.085e-11 7.075e-11 7.086e-11 7.074e-11 7.075e-11 7.085e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.076e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 7.074e-11 2.204e-10 +92 EP 50 5.228e-11 5.228e-11 5.228e-11 5.229e-11 5.271e-11 5.633e-11 5.555e-11 1.179e-10 2.151e-10 8.311e-05 2.479e-08 3.178e-04 7.100e-11 1.407e-04 1.596e-10 2.696e-04 1.365e-04 2.667e-04 1.812e-04 9.237e-04 1.636e-09 1.674e-03 2.498e-03 9.154e-10 3.395e-02 4.683e-01 4.584e-01 2.049e-02 4.692e-03 1.861e-03 3.556e-03 1.017e-09 1.279e-05 5.569e-04 7.783e-04 2.367e-10 1.294e-04 1.174e-10 1.630e-05 1.728e-10 1.481e-10 1.037e-10 6.789e-11 8.131e-05 3.871e-05 6.497e-11 5.905e-11 7.734e-11 3.574e-10 7.931e-11 7.714e-11 5.324e-11 8.633e-11 5.498e-11 5.987e-11 5.045e-05 5.263e-11 5.438e-11 7.915e-11 5.236e-11 5.473e-11 5.292e-11 5.236e-11 5.229e-11 5.229e-11 5.302e-11 5.230e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.231e-11 5.228e-11 5.228e-11 5.231e-11 5.228e-11 5.228e-11 5.228e-11 5.232e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.228e-11 5.348e-04 +92 EP 51 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.917e-11 1.061e-10 1.069e-10 1.560e-10 1.329e-04 8.950e-05 2.555e-04 3.170e-04 1.364e-10 1.349e-04 3.091e-09 3.101e-10 2.934e-10 3.800e-04 4.305e-04 1.230e-09 1.036e-03 2.170e-04 3.882e-10 1.742e-03 5.361e-03 2.233e-03 1.703e-09 1.386e-09 1.074e-09 3.364e-01 4.486e-01 1.694e-01 2.013e-02 1.812e-05 4.139e-03 4.475e-03 1.534e-03 6.673e-10 1.853e-03 6.767e-10 3.255e-10 2.671e-10 5.247e-10 3.576e-10 1.457e-04 1.400e-05 3.195e-05 9.969e-05 3.072e-04 1.189e-10 1.203e-10 1.416e-10 1.992e-10 1.244e-10 1.529e-10 1.052e-10 1.649e-10 1.611e-10 1.426e-10 1.059e-10 2.180e-10 3.411e-07 9.895e-11 9.895e-11 9.898e-11 1.183e-10 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.955e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 9.895e-11 4.614e-04 +92 EP 52 7.640e-11 7.640e-11 7.640e-11 7.648e-11 8.530e-11 7.433e-05 1.624e-04 6.518e-10 5.308e-10 3.744e-04 1.277e-03 3.846e-04 4.130e-10 5.866e-03 6.997e-04 7.810e-02 8.690e-01 3.453e-02 3.077e-09 3.961e-03 1.561e-09 2.132e-03 9.576e-10 7.160e-04 7.823e-04 7.361e-04 4.498e-04 4.514e-09 7.111e-10 8.474e-05 3.129e-10 2.857e-10 1.616e-04 1.423e-10 1.653e-10 9.499e-05 9.529e-11 8.836e-05 1.291e-10 9.617e-11 8.085e-11 8.889e-11 8.806e-11 7.843e-11 8.067e-11 7.692e-11 7.521e-05 7.703e-11 7.666e-11 7.846e-11 7.711e-11 7.646e-11 7.680e-11 7.807e-11 7.674e-11 1.364e-10 7.642e-11 7.641e-11 7.650e-11 7.641e-11 7.641e-11 7.643e-11 7.650e-11 7.640e-11 7.640e-11 7.651e-11 7.641e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 7.640e-11 2.955e-04 +92 EP 53 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.803e-11 9.873e-11 1.153e-10 1.573e-10 2.195e-04 3.152e-10 6.264e-05 4.379e-04 2.199e-10 1.936e-03 8.546e-04 2.680e-04 4.299e-04 3.217e-03 2.179e-04 1.218e-03 4.138e-10 8.419e-09 1.042e-09 8.428e-10 2.707e-09 2.009e-01 4.203e-01 2.206e-01 7.595e-02 5.131e-02 1.328e-02 1.408e-03 2.896e-03 3.351e-03 3.947e-09 1.319e-09 6.856e-10 6.276e-10 2.458e-10 1.864e-04 1.845e-10 2.660e-05 2.760e-10 1.922e-10 9.751e-10 1.331e-10 8.619e-05 1.065e-10 1.194e-10 1.305e-04 1.204e-10 1.125e-10 1.293e-10 1.212e-10 9.980e-11 1.403e-10 1.025e-10 1.054e-10 1.024e-10 9.796e-11 1.008e-10 9.832e-11 1.009e-10 9.751e-11 9.750e-11 9.750e-11 9.750e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.753e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 9.749e-11 7.677e-04 +92 EP 54 9.800e-11 9.800e-11 9.800e-11 9.951e-11 1.208e-10 1.351e-10 2.677e-04 7.377e-04 1.195e-03 2.796e-04 2.107e-09 7.686e-03 7.222e-10 8.912e-04 1.330e-03 5.976e-01 3.459e-01 2.556e-02 2.226e-03 5.354e-03 3.243e-03 3.091e-03 2.801e-03 1.535e-04 4.318e-09 9.569e-08 5.157e-04 1.589e-09 3.251e-10 3.336e-10 1.050e-08 2.569e-04 2.044e-10 1.911e-10 2.276e-10 1.703e-10 1.464e-10 1.822e-10 6.182e-05 1.157e-10 1.037e-10 1.375e-10 1.105e-04 1.061e-10 9.932e-11 1.026e-10 6.956e-10 9.937e-11 9.854e-11 1.152e-10 9.824e-11 1.001e-10 9.840e-11 1.023e-10 9.885e-11 1.007e-10 9.801e-11 9.801e-11 9.801e-11 9.801e-11 9.800e-11 9.800e-11 9.801e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 9.800e-11 7.256e-04 +92 EP 55 5.097e-11 5.097e-11 5.104e-11 5.477e-11 7.307e-11 9.632e-11 3.850e-03 1.488e-02 2.904e-03 1.637e-01 5.257e-01 1.832e-01 7.374e-02 1.744e-02 8.140e-03 5.983e-03 2.848e-09 3.826e-10 2.755e-09 4.624e-04 2.104e-10 1.928e-10 1.715e-10 1.488e-10 2.138e-10 1.566e-10 1.731e-10 6.963e-11 8.202e-11 1.113e-10 6.209e-11 5.629e-11 6.264e-11 7.388e-11 5.315e-11 5.441e-11 5.518e-11 5.801e-11 5.224e-11 5.270e-11 5.097e-11 5.262e-11 5.099e-11 5.097e-11 5.097e-11 5.097e-11 5.102e-11 5.097e-11 5.097e-11 5.098e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 5.097e-11 9.623e-11 +92 EP 56 8.524e-11 8.524e-11 8.524e-11 8.525e-11 8.666e-11 1.109e-10 1.102e-10 1.373e-09 7.682e-05 1.091e-09 4.383e-09 1.892e-09 1.440e-08 3.647e-04 2.535e-10 4.990e-03 3.716e-03 6.044e-02 9.036e-01 1.488e-03 4.877e-03 4.955e-03 2.493e-03 4.618e-03 1.187e-03 2.840e-03 2.683e-03 1.307e-03 4.865e-10 5.154e-10 3.316e-04 4.772e-10 5.375e-10 1.941e-10 4.667e-10 1.650e-09 1.292e-10 1.233e-09 1.129e-10 5.725e-07 9.430e-11 1.270e-10 1.104e-10 9.731e-11 9.574e-11 8.837e-11 9.281e-11 8.786e-11 9.027e-11 8.905e-11 8.844e-11 8.616e-11 8.900e-11 8.717e-11 8.761e-11 8.617e-11 8.546e-11 8.539e-11 8.552e-11 8.531e-11 8.534e-11 8.540e-11 8.552e-11 8.525e-11 8.525e-11 8.621e-11 8.528e-11 8.525e-11 8.524e-11 8.524e-11 8.524e-11 8.528e-11 8.524e-11 8.524e-11 8.526e-11 8.524e-11 8.524e-11 8.524e-11 8.535e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 8.524e-11 2.571e-10 +92 TP 1 1.083e-01 1.161e-03 7.824e-04 9.520e-10 4.220e-04 1.248e-10 7.430e-03 9.913e-11 2.307e-02 7.308e-02 4.002e-03 1.834e-09 1.062e-02 2.153e-01 9.011e-02 1.204e-09 9.037e-10 6.185e-03 6.405e-04 4.790e-03 9.774e-11 5.323e-04 2.670e-10 8.019e-03 1.550e-04 1.199e-10 1.278e-09 1.968e-03 1.405e-02 2.872e-04 2.503e-02 8.337e-11 5.040e-10 1.602e-03 9.494e-04 4.600e-04 4.449e-03 4.704e-09 2.141e-03 2.475e-02 2.721e-03 9.082e-10 7.985e-11 9.324e-10 9.663e-11 3.292e-01 4.203e-09 9.162e-11 2.538e-10 2.535e-02 2.117e-09 2.646e-04 8.803e-03 2.908e-10 1.571e-10 3.341e-03 +92 TP 2 3.960e-10 3.555e-01 6.109e-03 1.196e-03 3.738e-05 1.202e-09 1.613e-09 3.906e-09 1.262e-09 8.676e-04 1.344e-03 1.214e-09 1.126e-02 2.315e-04 5.094e-04 8.911e-08 1.289e-09 1.579e-08 1.410e-02 9.568e-04 6.165e-04 6.076e-09 2.697e-07 6.449e-10 2.271e-10 4.075e-09 8.277e-04 2.713e-02 1.106e-09 2.575e-03 1.196e-09 9.322e-11 1.478e-09 8.942e-03 1.735e-01 8.370e-03 1.326e-01 8.154e-04 1.443e-05 1.270e-03 1.594e-02 5.268e-07 9.291e-11 2.985e-04 8.655e-10 5.559e-10 4.781e-10 2.345e-10 2.495e-03 7.383e-10 3.545e-04 2.618e-07 1.950e-04 2.215e-01 1.039e-02 5.164e-07 +92 TP 3 2.666e-10 1.353e-03 4.152e-01 2.259e-03 1.620e-03 4.253e-03 3.753e-05 1.160e-01 2.670e-04 7.719e-04 1.393e-03 7.145e-04 7.298e-04 7.896e-04 6.291e-10 2.129e-03 3.791e-11 4.532e-04 4.195e-03 9.153e-04 3.529e-02 1.222e-03 2.154e-03 8.261e-04 6.090e-03 1.413e-02 3.063e-04 1.282e-02 1.225e-03 6.855e-02 1.588e-04 3.493e-11 3.368e-03 6.535e-03 2.691e-03 1.808e-01 5.221e-03 2.751e-04 2.198e-05 5.951e-04 1.055e-02 9.613e-04 1.799e-04 6.759e-11 3.279e-02 8.240e-04 2.411e-10 5.584e-03 4.474e-02 6.722e-04 4.014e-04 2.266e-03 1.623e-03 2.951e-03 1.010e-04 1.058e-03 +92 TP 4 3.342e-03 1.445e-02 9.369e-03 1.154e-01 5.652e-09 6.202e-03 3.749e-03 3.577e-09 9.818e-03 2.119e-02 6.792e-02 8.110e-03 5.804e-02 7.842e-03 2.731e-03 8.326e-02 2.301e-03 4.583e-02 7.128e-03 4.404e-02 9.487e-04 5.037e-03 1.230e-01 1.710e-02 1.230e-09 1.772e-09 6.106e-03 9.829e-03 2.306e-02 1.432e-03 4.232e-03 1.034e-10 3.163e-03 7.638e-03 1.580e-02 3.888e-03 2.364e-02 1.873e-03 2.088e-03 1.630e-02 1.301e-02 2.666e-02 1.184e-10 5.260e-04 4.491e-10 1.136e-02 3.538e-03 1.721e-10 2.095e-09 2.641e-02 1.237e-02 1.178e-02 2.447e-02 2.976e-03 7.357e-05 9.096e-02 +92 TP 5 1.066e-03 2.568e-02 6.190e-03 2.779e-01 3.640e-01 7.747e-10 1.589e-09 6.509e-10 3.563e-03 1.185e-04 4.574e-09 3.219e-03 2.110e-02 4.467e-09 3.256e-09 1.927e-03 3.690e-10 7.911e-09 1.703e-02 6.671e-03 7.328e-04 1.130e-09 6.472e-09 7.204e-04 2.379e-04 6.947e-10 1.583e-09 2.159e-02 9.802e-08 1.816e-03 5.479e-09 1.209e-10 5.600e-09 5.996e-04 1.671e-02 5.359e-03 5.275e-02 3.931e-03 5.335e-04 1.148e-03 1.208e-02 2.404e-09 1.802e-10 5.752e-10 5.542e-10 4.464e-09 4.916e-10 1.814e-10 9.195e-10 2.463e-08 3.330e-03 1.501e-01 2.163e-09 3.830e-09 2.313e-09 5.264e-06 +92 TP 6 1.288e-09 4.404e-02 1.097e-02 6.410e-02 2.237e-02 8.659e-02 2.082e-03 4.347e-03 1.563e-03 1.401e-02 2.334e-02 9.491e-03 4.343e-02 4.291e-03 1.296e-03 4.273e-02 3.516e-04 2.668e-02 1.502e-02 1.943e-02 2.923e-03 7.435e-03 3.931e-02 6.390e-03 4.019e-04 1.036e-05 2.830e-03 1.631e-02 1.244e-02 5.839e-03 4.594e-04 9.960e-11 2.729e-09 6.884e-03 1.123e-01 1.196e-02 2.559e-02 2.414e-03 1.310e-03 9.295e-03 1.913e-02 1.541e-02 1.008e-10 1.136e-03 1.612e-09 6.284e-03 1.102e-03 4.352e-09 6.302e-07 1.525e-02 7.935e-03 3.910e-02 2.245e-02 1.412e-01 9.134e-03 2.158e-02 +92 TP 7 1.128e-01 1.161e-03 3.634e-10 1.023e-10 1.154e-03 5.788e-11 5.154e-01 5.364e-11 8.437e-03 1.658e-02 1.655e-03 1.169e-09 4.222e-03 1.946e-02 3.038e-02 3.756e-10 6.594e-03 1.734e-03 4.228e-04 3.598e-03 5.454e-11 3.042e-04 1.646e-10 2.992e-03 4.765e-11 6.984e-11 6.114e-09 1.591e-04 1.145e-02 2.303e-04 4.036e-02 4.342e-11 6.193e-04 5.354e-04 7.474e-04 2.576e-04 4.533e-04 1.814e-09 1.166e-02 5.841e-03 5.860e-04 3.201e-10 4.335e-11 1.121e-01 4.994e-11 2.707e-03 7.710e-02 5.095e-11 1.426e-10 7.229e-03 2.111e-08 4.765e-10 3.726e-10 5.267e-05 8.311e-11 1.052e-03 +92 TP 8 9.963e-04 1.601e-02 4.261e-02 3.044e-02 8.642e-03 5.487e-02 3.040e-04 4.355e-02 2.734e-03 6.233e-03 1.020e-02 3.624e-03 1.176e-02 2.024e-03 3.932e-04 2.137e-02 1.041e-04 1.395e-02 4.118e-02 1.129e-02 1.286e-02 5.739e-02 1.679e-02 2.916e-03 1.755e-03 9.774e-02 1.414e-03 1.316e-02 4.564e-03 1.667e-02 1.397e-03 6.688e-11 2.598e-02 3.482e-02 2.240e-02 3.305e-02 1.823e-02 1.084e-03 1.295e-03 4.630e-03 8.101e-08 8.384e-03 2.528e-10 1.973e-04 8.601e-03 3.567e-03 1.190e-03 6.923e-03 8.936e-03 5.135e-03 3.497e-03 1.954e-02 1.407e-02 3.878e-02 1.797e-01 1.109e-02 +92 TP 9 2.827e-04 1.647e-02 6.163e-03 2.293e-03 2.054e-02 1.472e-07 5.337e-04 3.594e-10 2.091e-01 4.029e-10 6.865e-02 5.430e-10 1.069e-01 3.596e-10 1.320e-09 2.265e-01 8.881e-08 1.228e-02 1.151e-02 1.644e-01 6.262e-04 1.570e-03 7.894e-10 6.066e-10 8.362e-05 2.530e-10 2.170e-09 2.095e-02 1.073e-09 2.040e-03 5.555e-10 7.935e-11 2.554e-03 3.856e-03 1.090e-02 5.388e-03 3.900e-02 7.931e-10 2.449e-10 8.518e-10 1.321e-02 1.370e-09 1.152e-10 1.913e-10 5.232e-10 4.567e-10 3.797e-10 6.013e-10 4.013e-10 7.919e-10 4.094e-10 8.683e-03 1.240e-09 4.848e-03 4.122e-10 4.056e-02 +92 TP 10 1.142e-02 1.871e-03 5.422e-04 2.219e-10 5.805e-04 9.850e-11 2.577e-02 7.794e-11 1.281e-02 3.459e-01 3.612e-03 4.389e-02 8.533e-03 7.370e-02 1.072e-01 5.857e-10 1.408e-03 3.930e-04 1.225e-03 5.318e-03 1.203e-10 4.857e-10 2.817e-10 2.425e-08 5.447e-11 1.272e-10 1.519e-02 3.325e-03 1.360e-02 4.678e-04 1.993e-02 5.437e-11 1.063e-09 6.888e-04 7.177e-04 4.559e-04 3.269e-03 1.044e-02 1.143e-02 1.072e-01 1.806e-03 1.849e-09 5.482e-11 4.884e-03 6.501e-11 4.518e-02 5.879e-03 6.211e-11 1.467e-10 7.490e-03 1.023e-01 7.571e-07 2.097e-09 1.107e-10 1.401e-10 1.611e-03 +92 TP 11 1.646e-03 8.487e-03 4.273e-03 9.361e-09 3.808e-02 3.114e-04 1.262e-04 2.193e-09 1.302e-08 5.056e-10 3.520e-01 1.595e-09 1.422e-01 4.792e-09 1.017e-09 8.990e-08 8.325e-05 5.055e-09 1.368e-02 4.363e-09 3.130e-05 8.071e-10 1.858e-01 9.217e-10 3.148e-10 1.240e-09 6.258e-10 1.986e-02 2.156e-09 1.279e-03 4.143e-08 8.273e-11 1.236e-03 1.241e-03 5.724e-03 4.991e-03 4.037e-02 6.962e-04 6.624e-04 6.550e-04 1.307e-02 4.038e-09 8.810e-11 3.571e-04 1.173e-09 1.028e-09 5.029e-10 3.349e-10 3.155e-09 5.777e-10 2.879e-04 1.439e-09 2.962e-09 1.016e-09 7.842e-10 1.628e-01 +92 TP 12 7.361e-02 6.626e-04 3.643e-04 1.222e-10 1.970e-03 9.301e-11 1.619e-01 9.525e-11 5.381e-03 1.238e-02 2.101e-03 1.422e-01 9.571e-04 1.735e-02 1.937e-02 7.306e-10 3.143e-03 1.089e-03 1.059e-09 4.517e-03 6.807e-11 3.017e-04 1.354e-10 1.860e-03 6.471e-11 8.293e-11 1.661e-01 7.686e-04 1.741e-03 1.418e-10 2.324e-09 6.465e-11 3.894e-10 5.262e-04 8.470e-05 7.986e-05 1.969e-03 8.945e-02 6.838e-02 7.165e-03 5.768e-04 4.265e-10 6.467e-11 3.012e-02 8.042e-11 3.648e-09 1.780e-01 7.062e-11 1.934e-10 5.098e-03 7.235e-10 8.638e-05 7.020e-10 1.897e-10 1.501e-10 6.961e-04 +92 TP 13 3.622e-08 1.520e-01 2.615e-02 1.537e-09 6.479e-02 5.922e-03 1.671e-09 7.421e-03 4.823e-04 1.666e-09 6.890e-10 6.459e-10 6.533e-02 3.856e-10 4.083e-03 2.570e-09 1.215e-03 1.428e-09 4.777e-02 2.525e-08 9.841e-04 1.200e-02 2.078e-09 9.634e-10 1.346e-10 1.749e-03 5.473e-10 6.475e-02 6.562e-09 6.579e-03 3.442e-10 7.260e-11 1.150e-02 2.792e-02 7.832e-02 1.947e-02 1.745e-01 6.355e-10 3.969e-10 9.927e-10 2.577e-02 3.084e-09 7.476e-05 2.550e-04 1.108e-09 8.918e-08 2.699e-10 7.766e-10 4.510e-03 4.302e-09 5.596e-10 1.964e-01 2.971e-09 8.598e-10 2.460e-09 2.038e-08 +92 TP 14 3.840e-09 2.841e-03 1.566e-03 3.705e-10 1.150e-03 1.242e-10 2.511e-09 9.915e-11 2.046e-02 1.390e-01 4.199e-03 2.228e-03 1.417e-02 3.674e-01 1.500e-01 2.338e-09 2.412e-05 3.021e-03 1.912e-03 6.866e-03 1.162e-04 8.561e-04 6.680e-10 1.596e-09 7.539e-11 1.042e-06 7.498e-10 3.808e-03 2.231e-02 3.882e-04 1.210e-09 6.172e-11 1.135e-09 1.108e-03 1.020e-03 8.160e-04 6.541e-03 1.606e-09 1.065e-09 3.006e-02 2.214e-03 2.821e-04 6.095e-11 3.410e-10 1.018e-10 2.071e-08 1.786e-09 7.612e-11 1.572e-10 2.935e-02 1.847e-01 1.014e-07 6.100e-10 1.990e-10 1.673e-10 1.593e-03 +92 TP 15 1.959e-09 4.305e-03 2.112e-03 2.276e-09 5.475e-03 2.431e-10 1.183e-09 9.473e-11 9.039e-02 5.659e-06 1.153e-02 1.123e-03 4.172e-02 1.304e-09 1.550e-01 8.428e-04 1.861e-03 4.006e-02 5.697e-03 2.816e-02 1.009e-04 8.378e-10 1.015e-09 1.882e-01 9.447e-11 2.904e-10 5.444e-10 1.195e-02 8.836e-02 1.805e-04 6.196e-10 6.553e-11 1.078e-03 1.111e-03 3.620e-03 2.200e-03 1.925e-02 7.251e-10 4.475e-10 4.743e-02 4.522e-03 3.237e-03 6.436e-11 3.018e-10 8.591e-11 8.366e-10 7.193e-10 7.279e-11 2.528e-10 2.260e-01 1.836e-09 1.939e-03 8.837e-10 3.236e-09 1.743e-10 1.258e-02 +92 TP 16 3.699e-03 6.248e-03 5.134e-03 1.036e-09 5.870e-03 5.906e-10 3.876e-03 1.367e-04 3.247e-09 2.138e-02 2.620e-02 1.116e-02 3.785e-02 1.044e-02 8.528e-03 3.857e-01 1.303e-03 1.198e-01 4.921e-03 5.929e-02 1.419e-04 6.227e-10 9.121e-10 1.821e-02 7.668e-11 1.810e-10 6.765e-03 1.320e-02 4.242e-02 9.706e-04 4.762e-03 5.998e-11 1.468e-09 1.555e-03 3.254e-03 2.406e-03 1.766e-02 4.380e-03 3.035e-03 1.717e-02 5.663e-03 3.357e-02 6.049e-11 9.098e-04 1.171e-10 1.452e-02 3.399e-03 1.336e-10 3.549e-10 3.328e-02 9.162e-03 3.661e-03 3.437e-02 5.665e-09 2.821e-10 1.400e-02 +92 TP 17 3.569e-02 5.849e-10 1.096e-03 7.672e-04 1.052e-03 6.539e-10 3.190e-02 5.241e-10 1.872e-02 3.496e-03 3.968e-03 1.254e-09 2.118e-02 3.194e-03 3.722e-02 7.406e-10 7.543e-01 5.536e-04 4.235e-04 4.725e-03 4.005e-10 4.966e-10 2.948e-04 2.639e-09 3.531e-10 5.192e-10 1.471e-03 9.328e-03 6.639e-03 8.736e-04 1.996e-04 3.527e-10 5.858e-10 2.175e-04 1.609e-09 1.356e-03 1.410e-02 2.335e-03 6.345e-09 9.806e-10 4.035e-03 6.955e-04 4.401e-10 3.277e-02 4.393e-10 2.864e-09 3.315e-03 4.240e-10 6.901e-10 2.452e-03 6.613e-10 5.147e-10 9.396e-10 5.552e-10 8.200e-10 1.669e-03 +92 TP 18 4.112e-03 3.408e-03 3.045e-03 5.249e-04 2.364e-03 3.399e-10 8.565e-03 4.797e-05 9.950e-02 2.163e-02 1.382e-02 1.264e-02 1.901e-02 9.954e-03 1.640e-02 2.176e-09 1.596e-03 3.741e-01 2.749e-03 1.975e-02 1.134e-04 2.943e-04 8.370e-10 2.138e-02 6.918e-11 8.963e-10 6.145e-03 6.749e-03 4.733e-02 4.555e-04 6.097e-03 6.844e-11 8.359e-04 1.640e-03 2.078e-03 1.599e-03 1.045e-02 5.067e-03 1.683e-03 2.337e-02 4.535e-03 1.064e-01 7.106e-11 2.389e-03 1.307e-10 1.348e-02 3.570e-03 1.788e-10 2.568e-10 4.211e-02 1.539e-02 8.144e-04 5.448e-02 4.885e-10 3.556e-10 8.371e-03 +92 TP 19 4.082e-05 1.115e-02 2.069e-02 5.669e-03 4.021e-03 1.008e-01 1.213e-04 3.176e-09 1.390e-03 1.469e-03 2.930e-03 1.840e-03 6.369e-03 1.452e-03 1.950e-03 6.821e-03 7.925e-05 3.779e-03 4.174e-01 4.700e-03 3.570e-03 4.123e-10 6.502e-03 1.149e-03 3.631e-04 6.156e-03 8.527e-04 6.659e-02 1.454e-03 8.607e-03 3.980e-04 5.537e-11 3.352e-02 1.116e-01 2.281e-03 1.862e-02 2.834e-02 9.498e-04 1.807e-04 1.756e-03 1.445e-02 2.718e-03 4.280e-05 5.917e-05 3.118e-10 1.207e-03 4.039e-04 2.323e-10 7.926e-03 2.250e-03 1.573e-03 4.545e-03 2.570e-03 2.066e-02 5.012e-02 5.962e-03 +92 TP 20 1.335e-03 9.568e-03 6.936e-03 2.065e-03 1.324e-02 3.801e-10 2.611e-03 5.838e-10 8.571e-10 2.461e-03 1.214e-01 3.772e-03 1.018e-01 2.860e-03 4.775e-03 1.036e-01 6.482e-04 1.930e-02 9.703e-03 3.943e-01 5.555e-04 8.763e-10 1.899e-02 2.677e-03 9.317e-11 3.833e-10 1.517e-03 1.640e-02 1.339e-02 9.291e-04 4.536e-04 6.532e-11 3.838e-09 1.794e-03 6.863e-03 3.928e-03 2.805e-02 2.541e-03 6.048e-05 3.543e-03 8.230e-03 1.131e-02 5.866e-05 1.296e-03 2.111e-10 4.940e-03 2.771e-04 1.162e-10 3.615e-10 9.754e-03 3.694e-03 1.530e-09 1.085e-02 7.081e-09 4.366e-10 4.745e-02 +92 TP 21 3.011e-11 8.317e-05 1.059e-02 7.681e-04 1.370e-04 1.330e-03 2.955e-11 1.043e-02 6.483e-11 8.000e-11 1.087e-04 2.578e-11 3.042e-06 5.067e-05 6.252e-05 2.399e-04 6.028e-11 2.289e-04 1.208e-03 8.588e-05 4.838e-01 1.384e-04 3.731e-04 1.105e-04 1.713e-01 3.564e-03 2.267e-11 4.960e-10 4.395e-11 7.919e-02 6.536e-05 1.328e-04 1.074e-03 1.588e-03 4.501e-04 3.717e-02 5.850e-04 9.367e-11 2.135e-05 7.073e-05 2.377e-03 2.256e-04 1.941e-02 2.164e-11 4.349e-02 2.237e-10 2.444e-11 1.155e-01 5.055e-03 1.203e-05 1.276e-04 2.392e-04 9.538e-05 1.513e-03 6.912e-03 9.427e-05 +92 TP 22 6.834e-10 7.515e-03 2.001e-02 6.006e-03 5.021e-03 1.922e-02 1.235e-04 9.606e-03 2.189e-03 3.416e-03 5.012e-03 6.736e-04 8.730e-03 1.877e-03 1.437e-09 5.890e-03 1.735e-04 3.076e-03 1.335e-04 5.395e-03 4.024e-04 4.757e-01 8.864e-03 3.301e-03 1.227e-03 1.162e-01 1.323e-03 4.781e-09 2.501e-03 9.417e-03 2.216e-03 8.791e-11 8.688e-03 2.660e-02 7.007e-03 1.507e-02 4.789e-03 3.907e-04 3.033e-04 2.645e-03 2.969e-02 3.722e-03 1.940e-10 1.278e-10 1.373e-09 3.500e-03 6.433e-04 1.268e-03 5.229e-02 2.477e-03 1.472e-03 4.655e-03 2.860e-03 8.032e-03 9.325e-02 5.476e-03 +92 TP 23 1.129e-06 1.353e-09 5.207e-03 1.661e-08 3.027e-09 1.534e-09 6.305e-03 6.849e-09 9.087e-09 2.931e-02 4.933e-09 1.634e-02 4.268e-03 1.528e-02 1.376e-02 2.094e-01 2.485e-03 9.661e-02 2.103e-08 1.429e-01 8.111e-04 1.015e-09 1.476e-01 3.050e-02 3.240e-05 4.501e-09 7.469e-03 5.369e-09 3.945e-02 5.407e-09 1.118e-02 1.123e-10 3.215e-06 4.173e-03 1.828e-05 1.302e-03 1.693e-09 6.312e-03 5.545e-03 2.887e-02 1.499e-03 4.686e-02 1.161e-10 7.768e-04 7.393e-10 2.091e-02 4.712e-03 2.496e-09 9.377e-10 3.896e-02 2.142e-02 1.628e-09 3.399e-02 5.627e-03 1.571e-09 2.981e-09 +92 TP 24 7.897e-03 4.245e-03 2.107e-03 5.930e-10 7.916e-04 2.122e-10 1.014e-02 1.271e-10 2.771e-02 7.852e-02 7.310e-03 1.401e-02 1.398e-02 2.381e-02 2.258e-02 3.082e-09 1.759e-03 8.239e-03 1.267e-03 1.328e-02 1.200e-04 2.191e-09 4.040e-10 3.709e-01 9.142e-11 1.504e-10 6.787e-03 3.620e-03 3.008e-02 1.090e-04 8.882e-03 8.412e-11 1.840e-09 2.011e-03 1.420e-03 7.463e-04 8.065e-03 5.135e-03 6.139e-03 1.305e-01 1.741e-03 1.086e-09 8.437e-11 3.131e-03 1.625e-10 1.873e-02 7.175e-03 9.613e-11 1.927e-10 1.233e-01 3.009e-02 1.579e-03 1.758e-09 1.521e-09 2.381e-10 2.096e-03 +92 TP 25 3.239e-11 2.909e-04 3.939e-03 9.398e-05 1.447e-05 5.095e-04 3.257e-11 3.356e-03 3.848e-11 3.289e-11 2.031e-05 3.244e-11 1.764e-05 3.408e-11 3.960e-11 1.120e-10 3.232e-11 3.144e-05 9.452e-09 8.745e-05 2.666e-01 2.843e-04 1.509e-04 1.622e-10 5.032e-01 1.439e-03 3.229e-11 1.814e-10 2.360e-05 2.498e-02 3.230e-11 2.862e-03 1.815e-04 2.827e-04 2.080e-04 1.207e-02 5.225e-10 3.229e-11 3.225e-11 2.238e-05 1.032e-03 8.497e-05 1.189e-01 3.225e-11 1.393e-02 3.296e-11 3.271e-11 4.337e-02 1.335e-04 1.541e-05 3.308e-11 1.880e-04 7.441e-05 1.934e-04 1.439e-03 3.650e-05 +92 TP 26 8.312e-10 2.751e-02 2.174e-02 4.637e-02 1.966e-02 1.218e-01 4.171e-04 7.055e-10 2.970e-09 1.013e-02 1.874e-02 4.795e-03 2.366e-02 2.068e-03 2.011e-04 3.555e-02 8.141e-04 1.959e-02 1.404e-01 1.381e-02 1.288e-09 3.148e-09 3.121e-02 9.176e-03 2.345e-10 8.384e-02 2.004e-03 1.314e-02 8.926e-03 1.790e-04 8.653e-04 8.853e-11 6.343e-02 6.977e-08 4.141e-02 8.446e-03 4.090e-02 2.088e-03 9.279e-04 8.445e-03 3.319e-07 9.227e-03 1.223e-10 4.431e-04 3.699e-09 7.710e-03 3.586e-03 2.434e-09 1.089e-02 1.011e-02 7.719e-03 3.324e-02 1.715e-02 6.027e-02 3.484e-09 1.741e-02 +92 TP 27 4.881e-02 5.496e-04 1.990e-04 4.956e-11 3.712e-10 3.535e-11 1.364e-02 3.487e-11 2.846e-03 3.447e-03 1.307e-03 4.814e-10 7.446e-04 4.225e-03 8.193e-03 2.045e-10 1.752e-04 2.410e-05 3.638e-04 1.304e-03 3.168e-11 8.959e-05 6.448e-11 9.419e-10 2.836e-11 3.214e-11 4.254e-01 6.893e-04 2.019e-03 1.751e-05 1.669e-02 2.735e-11 2.489e-04 6.416e-06 1.942e-04 9.825e-05 1.197e-03 2.192e-01 7.181e-02 9.781e-04 3.299e-04 5.360e-10 2.737e-11 8.242e-03 3.286e-11 2.968e-05 1.631e-01 3.016e-11 6.136e-11 2.903e-03 6.366e-10 5.635e-04 2.745e-08 1.132e-10 5.434e-11 3.305e-04 +92 TP 28 7.852e-10 9.495e-04 1.403e-01 6.931e-10 4.319e-08 4.719e-10 2.760e-10 1.101e-09 1.961e-09 2.173e-10 1.171e-03 1.993e-10 1.409e-03 3.238e-10 8.511e-10 5.715e-10 2.372e-04 3.548e-10 6.424e-10 8.994e-10 1.734e-02 2.443e-01 7.270e-10 1.765e-09 1.129e-03 6.155e-10 6.823e-10 4.697e-02 7.039e-04 4.905e-02 2.332e-05 1.047e-10 4.269e-10 5.810e-02 5.240e-10 1.195e-01 1.099e-09 6.270e-10 1.886e-10 2.661e-10 3.071e-01 3.619e-10 7.815e-05 1.208e-10 6.523e-10 2.699e-10 2.434e-10 6.155e-10 1.082e-02 5.395e-04 5.348e-10 9.822e-10 3.048e-04 1.100e-09 7.054e-09 3.386e-10 +92 TP 29 2.629e-09 6.911e-03 5.224e-03 2.548e-04 5.901e-03 3.847e-10 2.126e-09 2.656e-10 1.721e-01 1.040e-09 2.460e-02 1.358e-09 5.626e-02 8.245e-10 8.436e-04 1.860e-09 2.686e-04 1.204e-01 6.434e-03 5.815e-02 3.673e-04 2.481e-04 1.563e-09 3.953e-09 7.093e-11 5.005e-10 8.196e-10 1.540e-02 3.417e-01 1.008e-03 9.705e-10 6.930e-11 8.628e-04 2.911e-03 7.133e-03 3.128e-03 2.564e-02 4.021e-10 1.030e-04 3.187e-09 5.646e-03 1.172e-01 7.901e-11 1.730e-04 1.250e-10 7.847e-10 4.924e-08 1.350e-10 1.750e-04 1.811e-09 5.000e-10 3.174e-03 2.395e-09 4.290e-10 2.969e-10 1.787e-02 +92 TP 30 5.046e-11 6.191e-10 2.560e-05 4.665e-10 1.012e-10 2.910e-10 5.229e-11 1.767e-03 6.758e-11 1.819e-10 2.400e-10 6.461e-11 2.850e-10 6.896e-11 3.782e-05 1.272e-10 8.428e-11 2.871e-05 1.996e-10 1.328e-10 2.822e-01 9.422e-05 1.116e-10 1.118e-04 6.005e-02 7.460e-04 6.965e-11 6.889e-04 1.271e-10 3.864e-01 2.201e-10 1.329e-04 2.407e-10 3.129e-10 5.031e-10 4.799e-02 1.786e-05 8.468e-11 5.838e-05 1.669e-10 8.788e-04 2.381e-10 4.314e-03 1.113e-10 2.696e-02 4.372e-06 5.876e-11 1.874e-01 5.405e-08 2.808e-10 1.154e-04 1.415e-10 4.337e-10 1.188e-10 9.164e-10 2.449e-10 +92 TP 31 1.532e-02 1.072e-03 1.364e-04 1.472e-10 1.499e-09 8.622e-11 1.846e-09 7.608e-11 6.559e-03 1.013e-02 1.637e-03 2.798e-01 2.369e-03 1.742e-02 3.794e-02 2.796e-10 9.163e-10 2.433e-03 1.148e-03 9.910e-04 6.487e-11 3.099e-10 1.514e-10 1.039e-09 1.259e-10 7.972e-11 5.218e-09 1.901e-03 8.052e-03 1.752e-04 4.394e-01 5.572e-11 2.538e-10 4.079e-04 6.507e-04 3.181e-04 2.685e-03 4.641e-09 1.612e-09 1.729e-03 1.609e-03 1.941e-10 5.574e-11 1.389e-09 6.862e-11 1.526e-01 1.246e-08 6.307e-11 1.528e-10 1.148e-02 6.112e-10 6.966e-04 1.090e-09 6.373e-10 1.129e-10 1.308e-03 +92 TP 32 4.416e-10 4.536e-10 4.743e-10 4.427e-10 4.427e-10 4.537e-10 4.416e-10 4.806e-04 4.417e-10 4.416e-10 4.537e-10 4.416e-10 4.419e-10 4.416e-10 4.416e-10 4.419e-10 4.416e-10 4.418e-10 5.459e-10 4.420e-10 4.702e-03 5.036e-10 4.439e-10 4.416e-10 4.033e-02 7.501e-10 4.416e-10 4.394e-04 4.424e-10 5.521e-10 4.416e-10 6.000e-01 5.918e-10 1.039e-09 4.512e-10 4.868e-10 4.709e-10 4.416e-10 4.416e-10 4.416e-10 7.437e-10 4.417e-10 3.536e-01 4.416e-10 4.822e-10 4.416e-10 4.416e-10 3.972e-04 2.842e-09 4.417e-10 4.416e-10 4.422e-10 4.416e-10 4.436e-10 1.196e-09 4.418e-10 +92 TP 33 1.488e-09 1.063e-02 2.166e-02 4.621e-03 4.652e-04 2.496e-01 9.486e-10 2.566e-09 9.355e-04 7.670e-10 7.943e-04 1.231e-08 5.995e-07 3.494e-05 1.641e-03 3.575e-09 3.005e-04 5.020e-10 1.252e-01 1.660e-09 1.268e-03 2.878e-09 8.926e-10 2.096e-09 1.678e-10 3.138e-09 2.309e-09 6.425e-02 1.323e-09 7.783e-03 4.472e-04 8.607e-11 3.680e-01 3.014e-02 2.638e-03 2.054e-02 1.378e-02 5.663e-04 2.271e-04 8.775e-10 1.962e-02 3.560e-10 1.061e-10 1.385e-09 5.107e-10 9.445e-10 9.396e-04 2.268e-09 7.397e-03 1.152e-09 5.704e-10 3.302e-03 7.059e-10 1.266e-02 3.058e-02 6.305e-09 +92 TP 34 2.901e-04 4.284e-04 2.987e-02 5.201e-05 3.381e-04 9.393e-03 6.347e-05 4.494e-10 1.323e-09 1.468e-09 1.127e-09 1.105e-09 2.422e-08 5.410e-04 7.887e-10 1.053e-09 9.155e-05 3.426e-10 1.159e-08 7.842e-04 3.113e-03 1.338e-02 7.223e-09 1.190e-09 8.052e-04 2.386e-01 6.171e-10 4.802e-02 5.788e-04 1.392e-02 1.052e-03 9.032e-11 1.601e-03 3.870e-01 1.954e-03 2.412e-02 1.180e-02 6.051e-05 3.885e-10 4.420e-10 1.472e-02 5.009e-04 1.548e-04 3.854e-05 5.999e-10 7.848e-10 1.939e-05 5.925e-10 1.358e-02 3.047e-04 7.038e-10 2.012e-09 3.529e-04 1.320e-09 1.824e-01 3.275e-10 +92 TP 35 3.152e-04 3.348e-02 9.061e-03 2.229e-02 9.836e-03 3.975e-04 1.746e-03 3.296e-09 1.930e-03 1.708e-03 7.334e-03 1.758e-03 9.113e-03 5.934e-04 2.065e-03 1.028e-02 2.817e-04 5.994e-03 2.571e-02 9.337e-03 8.865e-04 1.482e-09 9.406e-03 8.462e-04 5.765e-05 9.788e-10 1.268e-04 3.514e-02 2.061e-03 3.248e-03 1.935e-03 7.095e-11 6.065e-02 1.001e-02 4.540e-01 1.060e-02 5.981e-02 1.806e-04 6.678e-04 2.408e-03 1.404e-02 3.006e-03 7.176e-11 4.261e-04 4.560e-10 2.559e-03 5.317e-04 2.015e-10 1.951e-09 3.887e-03 2.637e-03 7.256e-03 5.307e-03 1.336e-01 1.094e-02 1.059e-02 +92 TP 36 9.240e-11 2.046e-10 1.715e-09 1.989e-10 2.662e-10 1.174e-09 6.252e-11 8.294e-03 1.637e-04 8.749e-11 8.022e-11 1.123e-10 7.823e-05 1.097e-10 8.808e-06 3.178e-09 2.418e-10 3.379e-10 6.397e-04 1.592e-10 9.623e-02 2.096e-03 5.893e-05 1.497e-06 1.768e-02 8.580e-04 5.304e-10 5.389e-04 9.455e-05 1.873e-01 1.237e-10 2.778e-11 3.845e-10 1.525e-05 6.004e-10 4.350e-01 2.740e-04 5.114e-11 7.743e-11 3.929e-10 5.157e-03 1.747e-10 1.255e-03 2.822e-11 2.127e-01 1.985e-10 6.110e-11 3.137e-02 2.214e-09 1.112e-04 1.390e-04 1.835e-10 1.857e-10 3.360e-10 1.221e-09 1.105e-10 +92 TP 37 3.804e-04 1.756e-09 6.379e-02 1.515e-09 7.209e-10 1.804e-09 3.320e-10 1.412e-02 7.973e-10 1.070e-09 4.371e-10 2.415e-06 5.164e-03 1.087e-09 1.007e-03 1.990e-09 4.123e-04 6.830e-10 1.860e-01 2.345e-09 5.665e-03 3.111e-02 1.705e-03 3.596e-10 8.740e-04 1.299e-09 1.878e-10 1.456e-01 1.461e-03 1.923e-02 9.629e-10 7.230e-11 2.404e-01 7.467e-02 2.046e-02 4.513e-02 6.206e-02 1.742e-10 1.765e-10 3.952e-10 6.006e-02 5.788e-10 7.717e-11 1.224e-10 1.111e-03 3.210e-10 8.682e-10 4.403e-10 1.899e-02 5.898e-04 4.742e-10 6.481e-10 6.521e-10 6.519e-10 4.692e-09 8.385e-10 +92 TP 38 2.181e-02 5.944e-05 1.039e-04 3.754e-11 2.019e-04 2.764e-11 4.421e-09 2.561e-11 2.132e-03 2.755e-03 4.158e-04 4.097e-10 4.064e-04 6.173e-03 5.859e-03 6.374e-11 7.107e-10 4.074e-04 2.933e-04 7.030e-04 2.216e-05 2.921e-10 4.344e-11 5.938e-10 2.080e-11 3.144e-11 1.778e-01 1.268e-04 8.361e-04 1.051e-05 1.066e-02 2.062e-11 5.533e-06 9.107e-05 2.325e-04 1.183e-10 5.028e-04 4.760e-01 2.196e-01 7.634e-04 1.866e-04 6.831e-11 2.084e-11 2.751e-02 2.486e-11 1.217e-03 4.007e-02 2.376e-11 4.426e-11 2.360e-03 3.425e-10 2.646e-04 1.353e-10 3.711e-11 4.597e-11 4.387e-04 +92 TP 39 1.636e-02 3.804e-05 6.060e-05 3.280e-11 1.934e-04 2.426e-11 1.860e-02 2.200e-11 1.733e-03 9.858e-04 4.078e-05 2.914e-10 5.145e-04 3.647e-03 3.973e-03 1.100e-10 5.204e-04 4.634e-10 1.109e-04 7.085e-04 2.139e-11 7.893e-05 4.251e-11 1.155e-04 1.782e-11 2.978e-11 3.997e-02 3.623e-04 1.026e-03 1.978e-05 3.995e-03 1.778e-11 1.269e-04 3.475e-05 1.648e-04 2.242e-11 1.895e-04 2.006e-01 5.540e-01 8.302e-04 6.745e-05 6.891e-11 1.781e-11 1.339e-01 2.101e-11 1.028e-09 1.569e-02 1.886e-11 5.090e-11 1.167e-03 1.405e-10 1.460e-10 6.138e-11 3.619e-11 3.128e-11 1.655e-04 +92 TP 40 1.081e-02 2.017e-03 2.408e-03 8.121e-05 1.568e-03 2.287e-10 2.014e-02 1.231e-10 2.206e-02 1.897e-01 5.935e-03 3.011e-02 1.160e-02 2.939e-02 7.977e-02 1.681e-03 7.198e-04 1.140e-08 1.247e-03 5.914e-03 1.200e-04 2.931e-10 1.306e-09 7.289e-02 7.818e-05 3.934e-10 1.262e-02 3.784e-03 2.267e-02 2.496e-04 1.552e-02 7.811e-11 4.286e-10 6.932e-04 1.132e-03 1.353e-03 6.262e-03 9.129e-03 7.924e-03 2.869e-01 3.522e-03 1.468e-09 7.997e-11 4.514e-03 1.130e-10 3.138e-02 8.618e-03 8.518e-11 3.159e-10 3.333e-02 5.958e-02 7.061e-10 9.413e-10 3.073e-04 2.165e-10 2.308e-03 +92 TP 41 3.913e-10 5.146e-10 2.816e-01 7.714e-10 2.855e-10 6.428e-10 1.758e-10 1.566e-09 9.820e-10 2.518e-10 1.096e-04 2.151e-10 6.190e-04 1.325e-04 5.448e-10 5.412e-04 9.887e-05 1.290e-04 9.381e-10 4.103e-10 2.845e-02 3.222e-02 5.843e-05 6.400e-10 4.507e-03 1.784e-09 1.638e-10 1.898e-09 3.177e-09 7.654e-02 2.497e-04 7.896e-11 7.472e-10 1.009e-09 2.076e-09 1.573e-01 1.165e-08 4.174e-10 1.359e-10 2.354e-10 1.159e-01 1.708e-07 3.826e-04 1.905e-05 6.271e-10 1.132e-04 1.091e-10 9.967e-10 2.964e-01 3.929e-04 1.767e-10 1.978e-03 1.685e-03 1.046e-09 1.221e-09 5.127e-04 +92 TP 42 1.040e-02 1.299e-09 1.305e-03 1.167e-09 5.589e-05 5.982e-10 1.370e-02 7.126e-10 4.429e-09 4.996e-02 1.653e-08 3.098e-02 4.473e-09 3.505e-02 2.954e-02 2.436e-08 3.205e-03 5.854e-09 1.348e-08 3.501e-03 6.727e-10 3.966e-04 1.542e-09 2.828e-02 1.334e-10 3.389e-10 1.918e-02 9.934e-09 1.479e-08 1.323e-04 1.977e-02 1.289e-10 8.962e-04 9.255e-10 2.305e-09 8.122e-04 1.853e-09 1.057e-02 1.124e-02 5.044e-02 8.736e-04 2.362e-01 1.300e-10 3.668e-03 2.871e-10 3.102e-02 1.272e-02 1.538e-10 9.570e-05 1.146e-01 3.848e-02 3.010e-09 2.429e-01 6.503e-10 6.542e-10 2.812e-09 +92 TP 43 7.809e-11 8.228e-05 1.081e-09 8.106e-11 7.999e-11 8.968e-11 7.807e-11 4.670e-04 7.826e-11 7.796e-11 7.834e-05 7.794e-11 7.968e-11 7.798e-11 7.867e-11 7.841e-11 7.792e-11 7.966e-11 1.299e-10 7.935e-11 7.057e-02 3.850e-04 9.396e-11 8.051e-11 2.967e-01 2.130e-04 7.787e-11 1.332e-10 7.913e-11 5.704e-03 7.841e-11 5.431e-02 1.671e-04 8.711e-11 8.764e-11 2.526e-03 9.952e-11 7.845e-11 7.867e-11 7.836e-11 8.687e-10 7.839e-11 5.544e-01 7.787e-11 4.224e-03 7.852e-11 7.793e-11 9.867e-03 3.037e-04 7.848e-11 7.819e-11 9.163e-11 7.857e-11 7.558e-05 7.683e-10 8.131e-11 +92 TP 44 1.324e-02 1.732e-04 1.065e-04 4.275e-11 1.335e-04 3.508e-11 7.120e-02 3.407e-11 7.092e-04 2.027e-03 6.375e-04 4.675e-10 2.687e-04 2.868e-03 3.918e-03 4.682e-10 1.348e-03 2.886e-04 4.401e-05 5.352e-04 2.992e-11 1.628e-10 5.279e-11 4.795e-10 2.947e-11 4.307e-11 1.011e-02 2.622e-10 1.252e-03 3.626e-11 2.804e-03 2.938e-11 5.153e-11 2.384e-10 1.137e-10 3.448e-11 3.796e-05 3.130e-02 2.390e-01 5.815e-10 3.871e-05 1.517e-10 2.938e-11 6.070e-01 3.453e-11 3.552e-10 9.004e-03 3.011e-11 9.341e-11 1.604e-03 1.144e-10 8.812e-05 1.336e-10 2.914e-10 4.926e-11 2.286e-04 +92 TP 45 4.408e-10 8.148e-03 1.761e-01 1.555e-02 4.471e-03 2.912e-02 2.961e-04 1.686e-01 8.396e-10 2.143e-03 4.087e-03 1.112e-03 3.936e-03 1.942e-04 3.661e-10 8.788e-03 3.946e-04 6.279e-03 2.516e-02 5.463e-03 1.521e-02 6.431e-03 8.160e-03 1.204e-03 5.283e-03 5.003e-02 2.531e-04 1.084e-02 6.531e-04 1.656e-09 4.204e-04 5.288e-11 1.830e-02 2.526e-02 1.505e-02 2.678e-06 1.087e-02 3.469e-04 9.363e-05 2.005e-03 3.252e-02 3.810e-03 8.301e-10 1.474e-10 1.169e-01 1.167e-03 1.459e-04 6.777e-03 6.084e-02 3.604e-03 1.999e-03 8.863e-03 3.988e-03 1.990e-02 1.026e-01 6.688e-03 +92 TP 46 1.428e-08 8.656e-04 1.169e-03 1.599e-10 8.743e-04 7.420e-11 2.886e-02 6.347e-11 1.195e-02 3.093e-02 3.360e-03 1.447e-01 8.005e-03 9.152e-02 6.074e-02 8.410e-10 1.009e-03 1.284e-03 1.147e-03 5.062e-03 4.402e-05 1.683e-10 1.253e-10 8.824e-04 4.364e-11 1.328e-10 2.717e-02 3.277e-03 1.073e-02 1.133e-04 6.154e-02 4.172e-11 6.547e-10 2.608e-04 9.095e-04 2.549e-04 4.572e-03 1.884e-02 1.372e-02 1.193e-02 1.600e-03 9.901e-10 4.181e-11 5.181e-03 5.127e-11 4.255e-01 6.134e-03 1.014e-10 1.170e-10 1.390e-02 8.574e-10 1.903e-04 1.875e-09 1.311e-10 8.593e-11 1.838e-03 +92 TP 47 6.859e-02 5.163e-04 3.738e-04 8.166e-11 3.657e-04 4.688e-11 4.735e-02 4.433e-11 3.812e-03 4.801e-03 8.772e-04 3.494e-06 3.023e-03 1.853e-03 1.877e-02 2.990e-10 8.209e-05 6.653e-04 3.506e-04 1.188e-03 3.756e-11 2.634e-08 9.179e-11 7.109e-10 3.660e-11 4.341e-11 1.676e-01 8.616e-04 3.462e-03 1.936e-10 1.292e-01 3.659e-11 2.546e-08 1.691e-10 3.261e-10 2.939e-04 1.611e-03 5.870e-02 2.618e-02 2.614e-03 7.552e-04 2.915e-10 3.660e-11 8.199e-03 4.581e-11 3.390e-09 4.441e-01 4.170e-11 1.528e-10 2.856e-03 4.595e-10 1.412e-04 4.079e-10 4.419e-10 6.795e-11 7.723e-04 +92 TP 48 8.536e-11 2.513e-03 5.016e-02 6.005e-03 1.129e-03 1.218e-02 1.157e-10 5.552e-02 1.980e-10 4.587e-04 1.582e-03 7.930e-05 1.419e-03 6.979e-05 4.102e-10 2.402e-03 6.008e-05 2.033e-03 8.310e-03 9.457e-04 8.100e-03 7.463e-03 2.536e-03 3.139e-10 1.395e-02 2.423e-02 1.112e-04 8.825e-09 5.101e-04 6.208e-08 2.517e-04 2.305e-09 5.430e-03 9.591e-03 3.915e-03 1.770e-01 2.668e-03 1.038e-04 2.716e-10 3.012e-04 6.145e-03 1.096e-03 9.505e-04 4.321e-05 2.534e-01 1.813e-10 4.971e-05 2.206e-01 4.278e-02 5.374e-04 3.132e-04 3.031e-03 1.543e-03 9.095e-03 5.810e-02 1.265e-03 +92 TP 49 2.968e-04 7.442e-04 1.143e-01 1.097e-09 2.219e-09 1.791e-09 6.689e-10 3.670e-01 8.503e-10 1.031e-09 1.133e-03 6.869e-04 7.352e-04 9.472e-10 5.905e-10 2.058e-09 1.641e-10 3.301e-10 2.267e-09 1.395e-09 1.606e-02 1.654e-02 6.473e-10 6.036e-04 1.858e-03 2.249e-02 3.997e-09 6.503e-03 5.878e-04 2.826e-02 1.275e-09 7.181e-11 2.548e-03 7.352e-03 1.099e-09 6.518e-02 1.370e-09 5.756e-04 4.172e-10 6.272e-04 2.916e-09 6.649e-10 1.107e-10 3.988e-10 6.664e-04 6.551e-10 7.060e-10 1.112e-03 3.438e-01 6.321e-10 2.820e-04 2.012e-09 1.261e-09 1.588e-09 3.699e-09 8.736e-10 +92 TP 50 3.093e-09 7.554e-03 4.053e-03 4.094e-10 3.202e-03 4.820e-10 5.883e-04 9.958e-11 8.630e-02 1.992e-09 1.429e-02 2.703e-09 3.682e-02 7.381e-10 5.637e-09 1.878e-03 2.385e-04 3.022e-02 3.105e-03 3.143e-02 6.186e-10 2.675e-04 9.779e-10 5.417e-09 5.269e-11 1.416e-10 1.040e-09 1.003e-02 1.387e-01 7.058e-04 1.692e-09 5.398e-11 8.344e-04 2.431e-03 1.335e-03 2.370e-03 1.601e-02 7.021e-10 6.633e-04 8.771e-10 6.465e-03 7.897e-03 5.272e-05 6.290e-04 9.464e-11 5.745e-10 8.947e-09 7.911e-11 4.177e-10 3.977e-01 5.508e-09 2.128e-03 1.862e-01 2.115e-07 1.901e-10 5.963e-03 +92 TP 51 2.513e-02 6.077e-09 1.145e-05 4.813e-10 2.298e-03 1.471e-10 8.020e-02 1.521e-10 1.370e-04 1.762e-09 1.444e-05 1.404e-01 1.302e-09 5.804e-09 9.452e-09 3.903e-09 4.142e-03 3.604e-03 9.835e-04 3.888e-03 1.446e-10 7.062e-09 3.787e-10 3.533e-09 9.907e-11 1.566e-10 5.311e-02 4.446e-04 2.681e-08 3.595e-09 7.216e-02 9.899e-11 2.493e-04 7.205e-10 5.786e-10 4.248e-10 1.413e-09 4.483e-02 3.532e-02 7.272e-09 1.897e-09 4.930e-09 9.956e-11 2.482e-02 1.460e-10 2.855e-01 4.895e-02 1.210e-10 3.221e-10 1.154e-08 1.737e-01 7.493e-10 2.819e-09 1.588e-10 2.347e-10 2.385e-09 +92 TP 52 1.047e-03 7.376e-02 9.811e-03 1.370e-01 3.522e-02 2.584e-05 1.441e-03 7.887e-10 7.742e-08 3.972e-03 1.672e-02 4.112e-03 1.291e-02 1.911e-03 2.379e-03 1.628e-02 2.079e-04 9.870e-03 1.864e-02 1.123e-02 2.517e-04 8.551e-07 2.083e-02 2.108e-03 9.578e-05 1.194e-09 1.357e-03 3.404e-02 4.057e-03 2.977e-03 1.126e-03 7.655e-11 2.999e-03 5.984e-03 3.437e-02 1.023e-02 6.689e-02 3.632e-04 6.086e-04 3.587e-03 1.411e-02 5.109e-03 7.746e-11 1.282e-04 2.665e-10 2.357e-03 3.209e-05 1.329e-04 1.966e-03 3.049e-03 2.471e-03 4.169e-01 4.592e-03 7.764e-05 6.749e-04 1.583e-06 +92 TP 53 1.468e-02 2.598e-09 5.129e-09 5.343e-10 8.428e-04 4.082e-10 3.025e-02 1.782e-10 6.356e-09 1.026e-01 6.765e-03 5.134e-02 2.005e-09 5.446e-02 6.337e-02 2.427e-08 4.045e-03 1.665e-02 1.122e-03 5.155e-03 1.007e-04 7.223e-09 1.031e-09 1.424e-01 9.877e-11 2.660e-10 2.386e-02 2.638e-03 2.713e-09 4.988e-04 2.512e-02 9.759e-11 9.125e-04 1.452e-04 2.375e-03 1.620e-08 2.001e-09 2.091e-02 1.448e-02 1.096e-01 1.742e-03 7.692e-08 1.016e-10 8.725e-03 1.457e-10 7.810e-02 1.621e-02 1.130e-10 4.729e-10 1.547e-02 6.069e-02 1.069e-09 1.212e-01 4.309e-10 2.892e-10 3.590e-03 +92 TP 54 1.562e-03 1.502e-03 6.862e-03 1.414e-01 3.833e-02 1.116e-02 3.956e-03 2.490e-03 7.052e-03 1.520e-02 3.272e-02 7.591e-03 4.452e-02 5.217e-03 7.612e-04 5.065e-02 2.253e-03 3.901e-02 2.049e-02 3.326e-02 1.055e-03 5.345e-03 5.816e-02 1.230e-02 1.998e-10 4.554e-07 5.581e-05 9.321e-03 1.721e-02 3.009e-03 4.146e-03 9.809e-11 3.758e-04 7.688e-03 3.955e-04 5.200e-03 2.052e-02 3.227e-03 2.557e-03 1.090e-02 9.546e-03 2.038e-02 9.966e-11 9.258e-04 6.133e-10 6.509e-03 2.731e-03 3.678e-10 1.167e-09 2.111e-02 1.299e-02 1.119e-01 2.191e-02 1.330e-01 2.658e-09 3.160e-02 +92 TP 55 1.218e-10 4.400e-03 8.087e-02 7.917e-03 1.657e-09 2.604e-02 1.265e-10 9.033e-10 6.185e-10 3.259e-10 1.318e-03 1.500e-10 1.923e-08 1.934e-10 3.117e-10 2.938e-08 2.259e-10 1.419e-03 2.087e-02 1.420e-09 2.023e-02 1.251e-02 7.336e-07 1.943e-04 3.749e-03 8.761e-02 1.171e-10 2.137e-08 3.388e-10 4.036e-02 1.788e-10 5.239e-11 1.541e-02 5.022e-02 1.324e-02 7.988e-02 1.179e-02 1.085e-10 1.083e-10 1.846e-10 9.010e-02 5.308e-10 1.677e-04 1.259e-10 9.905e-10 2.482e-10 1.186e-10 9.774e-04 4.008e-06 3.449e-10 1.865e-10 3.095e-04 1.719e-09 1.522e-02 4.152e-01 6.190e-09 +92 TP 56 2.518e-03 5.941e-03 3.752e-03 6.121e-03 8.521e-02 4.778e-04 2.821e-03 6.442e-04 3.716e-03 3.536e-03 4.967e-02 3.124e-03 9.292e-02 1.899e-03 1.634e-03 3.424e-02 9.623e-05 1.362e-02 7.811e-03 5.538e-03 8.220e-04 1.255e-03 1.100e-01 4.077e-03 9.459e-11 5.633e-10 3.193e-03 1.959e-02 9.347e-03 1.057e-03 2.141e-03 8.534e-11 1.620e-03 3.039e-03 1.599e-03 2.934e-03 3.220e-02 8.234e-04 1.504e-03 4.428e-03 8.136e-03 8.719e-03 8.797e-11 7.180e-04 1.834e-10 2.780e-03 7.380e-04 1.561e-10 5.938e-04 4.528e-03 1.973e-03 2.073e-02 8.410e-03 2.387e-03 1.212e-09 4.154e-01 +93 IP 1 3.205e-09 +93 IP 2 3.205e-09 +93 IP 3 5.558e-03 +93 IP 4 3.205e-09 +93 IP 5 3.205e-09 +93 IP 6 3.205e-09 +93 IP 7 3.207e-09 +93 IP 8 3.205e-09 +93 IP 9 9.702e-09 +93 IP 10 3.205e-09 +93 IP 11 3.205e-09 +93 IP 12 3.205e-09 +93 IP 13 3.205e-09 +93 IP 14 3.205e-09 +93 IP 15 3.205e-09 +93 IP 16 3.205e-09 +93 IP 17 4.224e-09 +93 IP 18 3.205e-09 +93 IP 19 3.205e-09 +93 IP 20 3.205e-09 +93 IP 21 3.205e-09 +93 IP 22 3.206e-09 +93 IP 23 3.205e-09 +93 IP 24 3.205e-09 +93 IP 25 3.205e-09 +93 IP 26 3.205e-09 +93 IP 27 3.205e-09 +93 IP 28 1.685e-01 +93 IP 29 3.483e-09 +93 IP 30 3.205e-09 +93 IP 31 3.205e-09 +93 IP 32 2.232e-02 +93 IP 33 3.205e-09 +93 IP 34 6.879e-01 +93 IP 35 6.918e-03 +93 IP 36 3.205e-09 +93 IP 37 4.982e-03 +93 IP 38 3.205e-09 +93 IP 39 3.205e-09 +93 IP 40 3.205e-09 +93 IP 41 5.340e-09 +93 IP 42 3.205e-09 +93 IP 43 3.205e-09 +93 IP 44 3.205e-09 +93 IP 45 3.205e-09 +93 IP 46 7.792e-02 +93 IP 47 2.326e-02 +93 IP 48 2.671e-03 +93 IP 49 3.212e-09 +93 IP 50 3.205e-09 +93 EP 1 3.858e-11 3.858e-11 3.858e-11 3.859e-11 3.863e-11 3.872e-11 3.879e-11 3.975e-11 4.892e-11 6.100e-11 4.673e-11 8.261e-11 2.529e-10 4.636e-10 1.777e-05 5.338e-05 8.429e-11 2.011e-05 1.034e-10 3.313e-10 1.227e-04 3.330e-04 4.661e-10 1.872e-09 6.874e-10 1.077e-04 1.009e-03 5.680e-10 2.375e-10 5.313e-03 2.486e-05 2.120e-04 4.279e-01 4.839e-01 8.060e-02 7.542e-10 4.190e-04 4.587e-10 5.728e-10 2.738e-10 1.259e-10 1.668e-10 2.952e-08 2.046e-10 9.279e-11 2.431e-10 7.297e-10 9.234e-11 5.843e-11 1.422e-10 8.345e-11 8.983e-11 4.859e-11 5.229e-11 6.766e-11 6.085e-11 4.043e-11 4.504e-11 5.101e-11 6.269e-11 5.092e-11 3.933e-11 3.858e-11 5.060e-11 3.928e-11 3.858e-11 3.858e-11 3.953e-11 3.858e-11 4.197e-11 3.858e-11 4.226e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 3.858e-11 1.144e-09 +93 EP 2 1.052e-10 1.052e-10 1.061e-10 1.237e-10 1.056e-10 3.139e-10 1.684e-10 3.845e-10 2.151e-04 1.807e-03 2.204e-03 2.575e-03 1.232e-09 1.584e-09 4.446e-10 1.120e-03 8.002e-03 4.601e-01 3.469e-01 1.277e-01 3.738e-02 7.550e-09 5.846e-03 3.908e-09 2.256e-03 2.572e-03 3.896e-04 3.446e-09 2.250e-05 5.353e-10 6.102e-10 6.823e-04 8.593e-10 3.023e-10 5.729e-10 4.006e-10 3.114e-10 2.165e-04 1.382e-09 1.210e-10 1.537e-10 1.626e-10 1.344e-10 1.090e-10 1.099e-10 1.071e-10 1.060e-10 1.055e-10 1.074e-10 1.535e-10 1.057e-10 1.063e-10 1.052e-10 1.105e-10 1.060e-10 1.055e-10 1.052e-10 1.053e-10 1.081e-10 1.053e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.404e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 6.279e-09 +93 EP 3 3.557e-11 3.557e-11 3.582e-11 5.839e-11 6.702e-11 7.946e-11 1.500e-08 2.146e-09 9.808e-01 1.273e-02 3.139e-09 3.441e-03 1.708e-03 1.035e-03 9.184e-05 2.349e-04 4.621e-10 2.188e-10 1.807e-09 1.220e-10 6.954e-11 6.749e-11 2.501e-10 6.582e-11 3.161e-10 8.596e-11 4.452e-11 4.626e-11 2.340e-10 5.217e-11 3.924e-11 4.353e-11 4.340e-11 4.168e-11 4.376e-11 3.906e-11 3.744e-11 3.767e-11 3.589e-11 3.565e-11 4.527e-11 3.573e-11 3.563e-11 3.583e-11 3.568e-11 3.560e-11 3.562e-11 3.557e-11 3.557e-11 3.575e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 3.557e-11 9.941e-11 +93 EP 4 7.833e-11 7.833e-11 7.836e-11 1.090e-10 7.906e-11 8.557e-11 2.332e-04 2.148e-10 1.330e-03 2.866e-09 7.475e-09 8.616e-10 3.817e-10 4.685e-10 5.689e-10 3.045e-03 3.261e-01 2.975e-01 2.524e-01 2.771e-02 1.679e-02 2.452e-02 1.678e-02 1.074e-02 1.068e-02 3.821e-03 9.693e-04 2.154e-03 1.014e-03 2.825e-06 4.543e-04 1.286e-03 3.631e-09 4.205e-10 2.350e-10 3.858e-10 1.569e-10 4.426e-04 1.666e-10 3.815e-10 1.575e-10 1.138e-10 8.538e-11 1.059e-10 1.476e-10 8.439e-11 9.313e-11 7.950e-11 8.282e-11 7.920e-11 4.453e-06 1.328e-10 7.856e-11 8.214e-11 8.239e-11 7.853e-11 8.042e-11 7.902e-11 7.851e-11 7.839e-11 2.136e-10 7.837e-11 7.833e-11 7.834e-11 7.834e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.836e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 7.833e-11 2.076e-03 +93 EP 5 1.041e-10 1.041e-10 1.041e-10 1.163e-10 1.044e-10 1.620e-10 4.372e-10 2.268e-04 1.425e-09 2.121e-04 3.442e-09 9.494e-06 1.269e-03 5.805e-09 7.049e-10 1.587e-02 1.138e-02 9.590e-01 6.944e-09 6.320e-09 5.090e-03 1.592e-03 8.008e-09 1.370e-03 9.100e-04 1.143e-03 1.122e-03 3.698e-10 2.834e-10 5.353e-05 1.481e-08 8.263e-10 5.325e-10 2.222e-09 2.824e-10 2.938e-04 1.800e-10 4.431e-10 1.256e-10 1.111e-10 2.816e-04 1.452e-04 1.063e-10 1.119e-10 1.103e-10 1.054e-10 1.103e-10 1.087e-10 1.049e-10 1.045e-10 1.123e-10 1.707e-10 1.041e-10 1.048e-10 1.049e-10 1.042e-10 1.042e-10 1.041e-10 1.051e-10 1.047e-10 1.054e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.055e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.041e-10 1.130e-09 +93 EP 6 8.269e-11 8.269e-11 8.272e-11 8.329e-11 8.289e-11 9.850e-11 2.063e-10 3.585e-10 6.009e-05 9.456e-04 1.661e-09 5.742e-04 2.312e-09 1.465e-04 3.019e-10 1.129e-03 5.113e-03 2.508e-02 9.463e-01 1.175e-04 1.165e-09 1.213e-02 3.711e-03 1.639e-03 6.811e-04 8.261e-10 5.706e-09 9.706e-04 1.377e-09 4.288e-04 1.508e-08 6.909e-05 1.378e-09 5.352e-05 1.674e-04 2.077e-09 3.151e-10 1.302e-10 5.238e-05 9.006e-11 1.594e-10 1.297e-10 8.827e-11 9.898e-11 9.458e-11 8.454e-11 9.521e-11 1.714e-10 8.385e-11 8.838e-11 9.152e-11 1.103e-10 8.300e-11 8.566e-11 8.422e-11 8.331e-11 8.290e-11 8.299e-11 8.315e-11 8.370e-11 8.516e-11 8.275e-11 8.269e-11 8.272e-11 8.270e-11 8.269e-11 8.269e-11 8.271e-11 8.270e-11 1.193e-10 8.269e-11 8.331e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 8.269e-11 6.713e-04 +93 EP 7 6.389e-11 6.389e-11 6.393e-11 8.597e-11 6.581e-11 1.067e-10 7.450e-04 3.682e-10 2.242e-03 1.075e-03 2.444e-03 9.892e-03 2.873e-09 9.745e-01 1.178e-08 2.526e-05 3.219e-03 2.873e-03 7.987e-04 1.123e-04 1.043e-03 9.176e-05 4.253e-04 5.229e-04 5.438e-10 1.292e-09 1.447e-10 4.370e-10 1.895e-10 1.595e-10 1.196e-10 1.066e-10 1.260e-10 2.456e-10 8.897e-11 9.061e-11 2.091e-10 8.339e-11 8.864e-11 6.582e-11 8.137e-11 6.883e-11 6.823e-11 6.434e-11 6.751e-11 6.439e-11 6.423e-11 6.400e-11 6.432e-11 6.953e-11 6.412e-11 6.406e-11 6.391e-11 6.791e-11 6.401e-11 6.392e-11 6.391e-11 6.391e-11 6.401e-11 6.399e-11 6.419e-11 6.390e-11 6.389e-11 6.390e-11 6.390e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.433e-11 6.389e-11 6.395e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 6.389e-11 3.724e-08 +93 EP 8 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.896e-11 4.859e-11 4.856e-11 4.916e-11 9.505e-11 5.476e-11 5.986e-11 1.027e-04 5.981e-11 5.857e-05 2.918e-09 7.376e-11 6.436e-05 1.523e-10 1.105e-10 1.477e-04 5.644e-04 4.506e-05 3.360e-04 9.857e-04 2.653e-03 3.060e-03 2.644e-03 1.387e-03 5.587e-04 1.051e-02 1.163e-02 1.705e-02 2.929e-02 3.614e-02 8.357e-02 1.444e-01 1.682e-01 1.551e-01 1.205e-01 8.304e-02 4.691e-02 3.174e-02 1.540e-02 8.340e-03 4.740e-03 3.995e-03 1.728e-03 1.154e-03 5.087e-04 4.747e-04 5.291e-04 3.003e-10 1.965e-04 6.055e-04 1.190e-04 1.572e-10 1.542e-10 1.275e-10 2.613e-10 1.386e-04 9.748e-11 1.547e-10 6.303e-11 8.506e-10 7.472e-11 6.277e-11 6.580e-11 7.455e-11 4.920e-11 2.354e-10 4.849e-11 5.421e-11 5.188e-11 4.849e-11 5.772e-11 4.849e-11 4.849e-11 5.791e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 4.849e-11 1.137e-02 +93 EP 9 5.735e-11 5.735e-11 5.802e-11 4.692e-05 7.219e-11 1.127e-10 2.990e-03 3.234e-10 2.315e-09 6.210e-01 3.591e-01 1.403e-02 1.367e-03 2.110e-04 9.781e-04 2.624e-06 6.209e-10 6.904e-10 2.394e-04 1.106e-09 2.745e-10 7.586e-10 4.588e-10 2.231e-10 1.089e-04 2.551e-10 1.068e-10 1.536e-10 2.060e-10 1.164e-10 7.239e-11 1.122e-10 8.803e-11 1.825e-10 1.522e-10 7.585e-11 6.618e-11 9.324e-11 6.046e-11 5.819e-11 1.131e-10 5.807e-11 5.793e-11 5.802e-11 5.765e-11 5.757e-11 5.763e-11 5.735e-11 5.736e-11 5.827e-11 5.736e-11 5.735e-11 5.735e-11 5.736e-11 5.739e-11 5.735e-11 5.735e-11 5.735e-11 5.736e-11 5.736e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.736e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 5.735e-11 2.515e-10 +93 EP 10 6.239e-11 6.239e-11 6.239e-11 6.246e-11 6.286e-11 6.277e-11 6.330e-11 6.812e-11 1.457e-10 1.549e-05 1.208e-10 1.972e-04 3.085e-10 3.675e-10 2.374e-10 1.916e-10 2.476e-04 2.103e-09 2.752e-10 6.619e-07 2.825e-09 1.110e-03 4.522e-10 5.975e-03 1.494e-02 2.465e-01 2.581e-01 2.061e-01 1.425e-01 5.319e-02 1.494e-02 1.783e-02 1.435e-02 1.213e-02 6.486e-03 1.264e-03 1.725e-03 4.780e-04 9.740e-10 4.296e-10 6.214e-10 6.212e-05 2.263e-05 1.456e-10 4.877e-10 8.112e-11 2.895e-10 2.830e-10 7.090e-11 1.341e-10 1.959e-05 1.102e-10 8.113e-05 7.912e-11 1.008e-04 6.270e-11 6.481e-11 6.245e-11 6.241e-11 8.551e-11 1.294e-10 6.243e-11 6.239e-11 6.305e-11 6.240e-11 6.239e-11 6.239e-11 6.696e-11 6.239e-11 6.242e-11 6.239e-11 6.252e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 6.239e-11 1.654e-03 +93 EP 11 4.758e-11 4.758e-11 4.760e-11 4.764e-11 4.759e-11 5.355e-11 4.989e-11 5.466e-11 1.772e-04 6.254e-05 9.803e-11 1.001e-10 9.129e-10 1.274e-10 1.355e-10 7.732e-04 9.634e-05 1.476e-04 1.385e-09 1.123e-04 1.269e-03 5.166e-04 7.159e-05 1.366e-03 1.971e-03 1.224e-03 1.485e-03 5.079e-10 1.237e-09 4.246e-01 5.156e-01 3.893e-02 1.148e-09 5.992e-03 4.798e-03 3.875e-09 7.688e-10 2.963e-10 7.153e-04 1.729e-10 1.410e-10 1.071e-10 6.087e-10 2.816e-10 4.243e-10 6.438e-11 1.608e-10 4.114e-10 2.400e-10 6.074e-05 5.609e-11 4.940e-11 6.340e-11 5.795e-11 1.125e-10 6.549e-11 4.834e-11 4.874e-11 2.771e-10 5.857e-11 4.969e-11 7.220e-11 4.758e-11 4.765e-11 4.962e-11 4.758e-11 4.760e-11 4.758e-11 4.760e-11 5.298e-11 4.758e-11 9.487e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 4.758e-11 7.409e-05 +93 EP 12 1.022e-10 1.022e-10 1.029e-10 1.026e-10 1.023e-10 1.503e-10 1.241e-10 2.615e-04 9.165e-04 1.759e-03 1.255e-03 1.265e-03 5.669e-04 1.065e-09 5.052e-10 3.236e-04 1.693e-03 1.953e-09 7.687e-10 1.106e-09 2.616e-01 4.219e-01 2.598e-01 8.240e-03 1.513e-02 1.085e-02 4.298e-03 1.228e-03 1.969e-03 3.992e-03 2.692e-09 3.027e-04 3.826e-09 1.381e-03 4.501e-10 4.597e-10 4.472e-08 1.204e-04 4.125e-10 4.182e-10 1.992e-10 2.523e-09 1.618e-10 1.526e-10 1.592e-10 1.047e-10 1.029e-10 1.093e-10 1.119e-10 3.314e-10 1.136e-10 1.036e-10 1.024e-10 1.308e-10 2.275e-10 1.022e-10 1.022e-10 1.102e-10 1.057e-10 6.676e-05 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.318e-10 1.022e-10 1.030e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.022e-10 1.006e-03 +93 EP 13 3.680e-11 3.680e-11 3.681e-11 3.683e-11 3.681e-11 3.716e-11 3.721e-11 3.891e-11 1.109e-10 2.261e-10 5.301e-11 5.742e-11 8.505e-11 3.088e-08 6.590e-11 2.787e-10 1.544e-04 4.560e-10 1.995e-04 2.262e-04 1.796e-04 1.234e-04 7.008e-10 1.120e-03 2.274e-09 1.020e-03 9.621e-04 2.497e-10 2.665e-10 5.898e-10 1.189e-01 6.136e-01 2.580e-01 8.850e-08 2.175e-07 5.488e-03 7.004e-10 3.202e-10 3.231e-10 2.126e-10 1.239e-10 1.664e-10 9.721e-06 1.093e-10 1.461e-10 7.511e-11 7.382e-05 2.349e-10 6.966e-11 7.480e-11 8.871e-11 4.388e-11 4.836e-11 4.759e-11 1.005e-10 7.366e-11 3.837e-11 4.035e-11 8.535e-11 4.366e-11 4.376e-11 5.020e-11 3.686e-11 4.119e-11 3.746e-11 3.706e-11 3.705e-11 3.693e-11 3.991e-11 4.201e-11 3.680e-11 8.115e-11 3.681e-11 3.680e-11 3.699e-11 3.680e-11 3.680e-11 3.684e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 3.680e-11 1.917e-09 +93 EP 14 2.745e-11 2.745e-11 2.745e-11 2.746e-11 2.747e-11 2.749e-11 2.750e-11 2.770e-11 3.138e-11 3.030e-11 3.225e-11 4.536e-11 3.785e-11 5.412e-11 1.501e-10 9.915e-09 8.658e-11 1.971e-10 6.313e-11 3.675e-10 2.141e-10 9.583e-07 1.268e-10 1.123e-04 3.360e-09 2.783e-10 7.844e-04 2.607e-04 1.373e-10 1.539e-03 3.600e-03 8.620e-10 4.109e-10 1.465e-01 5.511e-01 2.960e-01 2.081e-09 4.222e-10 7.233e-10 5.095e-10 7.316e-10 6.571e-10 2.406e-10 3.951e-10 1.125e-10 1.577e-10 4.087e-05 2.372e-05 6.476e-11 9.026e-11 7.695e-11 1.206e-04 5.710e-11 3.112e-10 6.722e-11 4.056e-11 2.963e-11 3.472e-11 4.374e-11 5.066e-11 3.696e-11 3.032e-11 2.777e-11 5.630e-05 3.340e-11 2.895e-11 2.963e-11 2.794e-11 3.256e-11 2.914e-11 2.745e-11 2.793e-11 2.748e-11 2.745e-11 2.868e-11 2.745e-11 2.745e-11 2.760e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 6.163e-09 +93 EP 15 1.175e-10 1.175e-10 1.182e-10 1.180e-10 1.181e-10 3.491e-04 1.645e-04 2.013e-09 1.678e-03 3.434e-03 5.357e-04 2.404e-03 1.278e-09 7.838e-10 2.342e-09 6.304e-01 3.354e-01 9.102e-03 8.055e-09 7.611e-03 4.197e-03 1.525e-06 1.990e-09 8.517e-04 7.585e-10 1.139e-09 5.604e-10 6.331e-04 8.915e-10 4.193e-10 4.146e-10 1.021e-09 4.120e-05 2.439e-10 9.966e-10 2.945e-10 8.399e-10 2.705e-10 2.047e-10 1.362e-10 2.462e-10 1.637e-10 1.678e-10 1.200e-10 1.329e-10 1.208e-10 1.188e-10 1.177e-10 1.187e-10 1.727e-10 1.184e-10 1.182e-10 1.176e-10 1.254e-10 1.182e-10 1.176e-10 1.176e-10 1.176e-10 1.177e-10 1.180e-10 1.175e-10 1.175e-10 1.175e-10 1.176e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.182e-10 1.175e-10 1.176e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 1.175e-10 3.128e-03 +93 EP 16 6.518e-11 6.518e-11 6.522e-11 6.733e-11 6.535e-11 7.921e-11 1.077e-10 2.784e-10 2.203e-04 1.358e-04 6.791e-04 8.685e-04 7.901e-04 4.101e-09 3.487e-10 1.344e-03 2.122e-03 8.153e-03 8.142e-03 7.646e-01 2.020e-01 1.185e-08 3.774e-03 3.138e-03 7.172e-04 9.956e-04 1.788e-03 2.606e-04 7.367e-09 1.270e-04 5.359e-10 6.457e-10 1.266e-04 1.633e-10 2.569e-10 7.556e-10 1.564e-10 1.094e-10 4.605e-10 7.305e-11 9.598e-11 8.589e-11 7.034e-11 6.801e-11 8.636e-11 6.601e-11 6.627e-11 6.716e-11 6.683e-11 7.363e-11 7.233e-11 6.683e-11 6.530e-11 6.804e-11 6.648e-11 6.553e-11 6.523e-11 6.554e-11 6.594e-11 6.781e-11 6.550e-11 6.519e-11 6.518e-11 6.520e-11 6.519e-11 6.518e-11 6.518e-11 6.519e-11 6.518e-11 1.577e-10 6.518e-11 6.556e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 6.518e-11 4.800e-10 +93 EP 17 6.118e-11 6.118e-11 6.129e-11 7.169e-11 6.756e-11 9.844e-11 2.287e-09 1.861e-10 1.138e-09 3.230e-02 4.897e-01 3.575e-01 8.471e-02 5.586e-09 9.260e-03 7.932e-03 3.610e-03 5.087e-03 2.377e-03 1.775e-03 1.736e-03 6.940e-04 1.035e-03 4.511e-04 1.018e-03 1.075e-09 1.407e-09 4.236e-05 2.828e-04 2.101e-10 1.186e-04 6.862e-11 6.326e-05 1.126e-10 1.433e-10 6.951e-11 9.121e-11 9.077e-11 9.256e-11 6.519e-11 6.483e-11 6.550e-11 6.130e-11 6.142e-11 6.130e-11 6.120e-11 6.123e-11 6.285e-11 6.218e-11 6.168e-11 6.130e-11 6.125e-11 6.119e-11 6.119e-11 6.196e-11 6.122e-11 6.118e-11 6.122e-11 6.120e-11 6.119e-11 1.136e-10 6.119e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 6.118e-11 2.481e-04 +93 EP 18 9.085e-11 9.085e-11 9.120e-11 9.097e-11 9.093e-11 1.190e-10 9.771e-11 7.304e-10 1.606e-03 8.643e-04 1.091e-03 4.324e-04 7.524e-04 8.397e-04 7.722e-10 8.062e-04 9.324e-04 4.642e-03 9.360e-10 8.334e-09 4.239e-03 6.404e-10 2.085e-02 4.101e-01 3.692e-01 9.068e-02 4.222e-02 1.921e-02 1.782e-02 1.290e-03 1.884e-03 2.736e-03 1.534e-03 1.953e-09 1.877e-03 1.091e-03 1.454e-03 7.569e-10 2.069e-05 2.694e-10 2.088e-10 8.244e-09 1.509e-10 3.081e-05 1.166e-10 1.054e-10 1.038e-10 9.574e-11 1.160e-10 1.159e-04 7.729e-05 9.155e-11 9.768e-11 1.038e-10 1.183e-10 9.291e-11 9.089e-11 1.134e-10 1.538e-10 1.636e-10 9.089e-11 9.088e-11 9.085e-11 9.086e-11 9.087e-11 9.085e-11 9.086e-11 9.085e-11 9.085e-11 1.096e-10 9.085e-11 9.132e-11 9.085e-11 9.085e-11 9.086e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 9.085e-11 1.614e-03 +93 EP 19 5.921e-11 5.921e-11 5.921e-11 5.966e-11 5.932e-11 6.820e-11 7.079e-11 1.970e-10 1.302e-04 4.119e-05 3.642e-10 2.191e-04 3.512e-10 4.976e-04 8.849e-10 1.448e-04 1.362e-09 9.600e-04 4.584e-10 3.130e-03 1.634e-09 1.708e-01 7.548e-01 2.459e-02 1.715e-02 1.142e-02 4.762e-03 3.030e-03 1.900e-03 2.451e-03 3.630e-04 1.555e-03 1.994e-04 1.435e-04 3.014e-04 2.429e-04 7.607e-05 1.383e-10 2.159e-10 1.148e-10 2.187e-10 1.288e-10 8.599e-11 8.754e-11 7.774e-11 6.240e-11 6.944e-11 6.574e-11 6.246e-11 6.767e-11 1.375e-10 6.414e-11 6.172e-11 6.274e-11 7.823e-11 6.102e-11 5.957e-11 6.388e-11 6.079e-11 6.265e-11 6.373e-11 5.946e-11 5.922e-11 5.935e-11 5.931e-11 5.922e-11 5.922e-11 5.926e-11 5.923e-11 6.080e-11 5.921e-11 6.258e-11 5.921e-11 5.921e-11 5.922e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 5.921e-11 1.085e-03 +93 EP 20 2.730e-10 2.730e-10 3.090e-10 2.731e-10 1.206e-09 2.741e-10 2.748e-10 2.759e-10 2.973e-10 2.893e-10 3.647e-10 6.752e-10 3.113e-10 3.866e-04 3.762e-10 5.105e-10 5.201e-10 4.711e-04 2.898e-04 4.131e-10 3.539e-04 5.857e-04 6.116e-04 1.014e-03 1.369e-03 4.011e-04 5.707e-04 9.939e-04 1.323e-03 6.841e-04 4.137e-04 8.882e-04 1.222e-03 1.330e-09 9.413e-04 7.530e-04 4.335e-10 1.411e-03 1.122e-03 1.149e-03 1.073e-09 1.321e-09 5.283e-04 2.547e-03 2.725e-03 1.480e-03 1.873e-03 1.605e-03 1.619e-03 1.795e-04 9.662e-04 1.389e-03 3.911e-05 5.964e-10 3.553e-04 7.316e-04 5.318e-06 1.525e-04 2.691e-04 4.613e-04 3.723e-04 9.828e-10 2.275e-04 3.754e-10 2.813e-10 2.771e-10 2.749e-10 2.795e-10 2.732e-10 3.225e-10 2.730e-10 2.739e-10 2.735e-10 2.730e-10 2.742e-10 2.730e-10 2.730e-10 3.382e-10 2.730e-04 2.730e-10 2.730e-10 8.189e-04 2.730e-10 2.730e-10 2.730e-10 2.730e-10 2.730e-10 2.730e-10 2.730e-10 2.730e-10 9.644e-01 +93 EP 21 6.827e-11 6.827e-11 6.828e-11 6.898e-11 6.836e-11 7.795e-11 8.401e-11 6.635e-05 3.366e-04 1.971e-09 1.857e-10 2.885e-04 2.334e-04 3.819e-05 6.014e-10 1.051e-03 8.017e-04 5.560e-04 6.216e-10 4.230e-04 6.302e-03 5.376e-03 5.492e-02 8.048e-01 9.874e-02 1.064e-02 3.240e-03 2.683e-03 6.803e-04 2.963e-03 3.778e-03 4.786e-04 3.528e-09 1.184e-04 3.981e-04 3.162e-04 2.915e-10 2.524e-10 1.873e-04 1.538e-10 1.372e-04 1.834e-10 2.081e-10 7.889e-11 8.433e-11 7.234e-11 8.089e-11 8.877e-11 7.026e-11 7.258e-11 9.276e-11 8.007e-11 7.163e-11 7.083e-11 1.242e-10 6.870e-11 6.868e-11 6.947e-11 6.835e-11 6.875e-11 8.295e-11 6.833e-11 6.827e-11 6.833e-11 6.829e-11 6.827e-11 6.827e-11 6.835e-11 6.827e-11 6.847e-11 6.827e-11 6.864e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 6.827e-11 4.554e-04 +93 EP 22 6.391e-11 6.391e-11 6.391e-11 7.114e-11 6.543e-11 1.026e-10 8.942e-10 3.043e-10 7.858e-10 4.372e-03 4.652e-04 1.552e-02 9.506e-01 1.617e-02 8.452e-03 3.607e-03 4.169e-05 4.659e-04 6.068e-10 3.671e-10 1.669e-08 2.023e-10 7.135e-10 1.560e-09 4.315e-10 1.192e-10 1.091e-10 3.005e-10 1.503e-04 1.607e-10 8.756e-11 6.257e-05 3.952e-10 7.898e-05 7.900e-11 7.734e-11 2.202e-10 9.116e-11 7.125e-11 6.578e-11 7.431e-11 6.634e-11 6.557e-11 6.417e-11 8.338e-11 6.422e-11 6.510e-11 6.402e-11 6.673e-11 6.673e-11 6.418e-11 6.407e-11 6.393e-11 6.489e-11 6.402e-11 6.392e-11 6.464e-11 6.392e-11 6.396e-11 6.395e-11 6.750e-11 6.392e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.405e-11 6.391e-11 6.393e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 6.391e-11 8.192e-09 +93 EP 23 6.098e-11 6.098e-11 6.098e-11 6.163e-11 6.104e-11 7.443e-11 8.106e-11 1.037e-04 1.417e-04 2.551e-04 2.086e-04 3.508e-04 2.613e-04 6.675e-04 1.931e-10 5.784e-04 6.232e-04 4.968e-03 2.899e-09 1.346e-02 4.790e-01 4.915e-01 2.054e-09 5.724e-09 1.258e-03 1.449e-03 1.367e-03 1.522e-03 1.092e-06 1.480e-03 2.361e-10 2.588e-10 5.110e-04 1.960e-10 2.326e-09 1.580e-10 1.192e-10 1.128e-10 1.159e-10 8.156e-11 1.045e-10 9.357e-11 7.049e-11 6.722e-11 7.969e-11 6.183e-11 6.930e-11 6.385e-11 6.220e-11 6.473e-11 7.156e-11 6.495e-11 6.124e-11 6.338e-11 6.431e-11 6.376e-11 6.127e-11 6.135e-11 6.129e-11 6.578e-11 6.555e-11 6.100e-11 6.098e-11 6.101e-11 6.100e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.245e-11 6.098e-11 6.099e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 6.098e-11 2.798e-04 +93 EP 24 5.566e-11 5.566e-11 5.568e-11 5.574e-11 5.570e-11 5.956e-11 5.715e-11 6.299e-11 1.369e-10 1.457e-10 3.687e-05 5.470e-06 6.737e-10 1.256e-04 2.209e-04 2.791e-10 6.474e-10 1.149e-05 9.966e-10 2.953e-04 2.878e-03 5.858e-07 1.200e-09 1.543e-03 9.349e-10 1.330e-06 7.466e-09 8.655e-01 1.076e-01 7.763e-10 1.021e-02 6.092e-03 5.734e-06 1.040e-09 2.897e-03 1.252e-03 5.525e-10 7.792e-10 1.886e-10 3.631e-10 5.987e-10 1.645e-10 3.641e-10 1.359e-10 1.196e-10 7.958e-11 7.945e-11 8.752e-11 9.771e-11 2.616e-10 6.774e-11 5.912e-11 6.523e-11 1.562e-09 1.720e-10 8.222e-11 5.703e-11 5.751e-11 7.165e-11 6.596e-11 6.370e-11 5.859e-11 5.569e-11 5.627e-11 5.747e-11 5.574e-11 5.574e-11 5.628e-11 5.590e-11 6.062e-11 5.566e-11 1.087e-10 5.566e-11 5.566e-11 5.573e-11 5.566e-11 5.566e-11 5.568e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 5.566e-11 1.251e-03 +93 EP 25 7.471e-11 7.471e-11 7.471e-11 7.461e-05 7.565e-11 8.228e-11 5.685e-09 4.956e-10 4.563e-10 8.796e-10 6.255e-04 3.361e-09 5.068e-09 4.811e-04 6.885e-02 8.804e-01 3.503e-02 6.189e-03 2.249e-09 3.879e-03 1.553e-03 9.769e-04 1.551e-03 3.008e-10 2.552e-09 3.433e-10 4.796e-09 6.702e-10 2.954e-04 3.438e-10 4.136e-10 9.496e-05 1.283e-10 1.132e-10 9.636e-11 2.050e-10 1.091e-10 1.350e-10 9.355e-11 1.202e-10 1.845e-05 7.717e-11 7.676e-11 7.609e-11 8.196e-11 7.683e-11 7.525e-11 7.526e-11 7.544e-11 7.508e-11 7.891e-11 7.529e-11 7.472e-11 7.868e-11 7.569e-11 7.472e-11 7.481e-11 7.481e-11 7.481e-11 7.479e-11 8.336e-11 7.472e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.473e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 7.471e-11 1.153e-09 +93 EP 26 7.747e-11 7.747e-11 7.748e-11 8.117e-11 7.796e-11 8.454e-11 1.039e-10 1.885e-10 7.277e-04 2.803e-09 2.704e-04 8.226e-05 3.825e-10 7.954e-10 3.316e-10 8.107e-10 4.918e-10 1.632e-09 4.551e-07 3.138e-01 2.689e-01 1.625e-01 1.070e-01 4.302e-02 4.484e-02 1.857e-02 1.544e-02 9.211e-03 5.423e-03 1.746e-03 7.232e-04 1.372e-03 2.021e-03 1.698e-03 1.934e-04 4.875e-04 1.430e-04 2.050e-10 9.580e-05 1.665e-10 5.443e-10 2.448e-10 1.112e-10 1.761e-10 1.671e-10 8.940e-11 1.984e-10 6.289e-05 8.148e-11 7.950e-11 2.872e-10 3.023e-10 7.821e-11 8.220e-11 8.429e-11 7.817e-11 7.847e-11 7.896e-11 7.785e-11 7.840e-11 1.589e-10 7.764e-11 7.749e-11 7.757e-11 7.749e-11 7.748e-11 7.748e-11 7.749e-11 7.748e-11 7.748e-11 7.747e-11 7.748e-11 7.747e-11 7.747e-11 7.748e-11 7.747e-11 7.747e-11 7.748e-11 7.748e-11 7.747e-11 7.747e-11 7.748e-11 7.747e-11 7.747e-11 7.747e-11 7.747e-11 7.747e-11 7.747e-11 7.747e-11 7.747e-11 1.593e-03 +93 EP 27 7.156e-11 7.156e-11 7.159e-11 7.174e-11 7.158e-11 7.658e-11 7.472e-11 8.529e-11 2.096e-10 4.831e-10 5.543e-04 1.845e-06 1.636e-04 3.177e-10 2.553e-10 5.191e-04 3.058e-04 5.985e-04 5.556e-04 5.998e-05 1.165e-09 1.012e-03 1.079e-09 2.099e-03 3.558e-09 1.524e-08 9.875e-01 6.023e-09 3.307e-09 1.791e-09 1.762e-03 2.203e-03 2.356e-03 7.816e-10 1.462e-09 4.257e-09 7.140e-10 7.273e-05 2.110e-10 4.903e-05 6.307e-05 6.285e-10 5.549e-10 1.997e-10 9.726e-11 8.301e-11 1.036e-10 9.191e-11 9.302e-11 1.378e-10 1.002e-10 7.658e-11 8.205e-11 6.788e-05 9.302e-11 1.623e-10 7.460e-11 7.315e-11 8.295e-11 8.140e-11 7.607e-11 7.285e-11 7.157e-11 7.180e-11 7.199e-11 7.158e-11 7.159e-11 7.164e-11 7.170e-11 7.437e-11 7.156e-11 7.147e-05 7.156e-11 7.156e-11 7.159e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 7.156e-11 1.363e-09 +93 EP 28 3.819e-11 3.922e-11 4.173e-11 2.225e-02 9.710e-01 1.538e-09 6.273e-03 5.056e-06 1.167e-10 3.051e-04 1.662e-10 1.209e-04 5.596e-11 9.265e-11 4.286e-11 1.091e-05 4.020e-11 4.013e-11 3.945e-11 3.930e-11 3.845e-11 3.938e-11 3.870e-11 3.834e-11 3.868e-11 3.842e-11 3.854e-11 3.824e-11 3.827e-11 3.846e-11 3.821e-11 3.823e-11 3.820e-11 3.821e-11 3.834e-11 3.824e-11 3.820e-11 3.820e-11 3.820e-11 3.820e-11 3.830e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.819e-11 3.411e-05 +93 EP 29 6.277e-11 6.277e-11 6.277e-11 6.951e-11 6.443e-11 1.637e-10 3.767e-04 2.668e-10 1.587e-03 9.815e-03 4.989e-02 8.993e-01 3.429e-02 3.538e-09 6.153e-04 7.904e-04 1.668e-03 2.246e-04 2.097e-04 1.829e-04 4.891e-10 3.104e-04 4.373e-10 4.219e-04 1.604e-09 1.413e-10 5.381e-05 8.615e-05 1.284e-09 1.302e-10 1.067e-10 8.343e-05 7.422e-05 2.584e-10 1.235e-10 6.925e-11 8.648e-11 1.479e-10 7.514e-11 6.343e-11 6.438e-11 6.337e-11 6.358e-11 6.287e-11 6.648e-11 6.288e-11 6.307e-11 6.286e-11 6.374e-11 6.547e-11 6.297e-11 6.278e-11 6.277e-11 6.287e-11 6.297e-11 6.279e-11 6.288e-11 6.277e-11 6.283e-11 6.280e-11 6.967e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.290e-11 6.277e-11 6.279e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 6.277e-11 2.410e-10 +93 EP 30 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.354e-11 2.354e-11 2.359e-11 3.315e-11 2.428e-11 2.521e-11 3.407e-11 2.581e-11 8.370e-11 3.598e-11 4.836e-05 4.589e-11 4.470e-06 3.815e-11 1.293e-06 1.542e-10 8.735e-05 9.336e-06 1.654e-10 1.555e-10 5.812e-11 8.281e-09 1.792e-04 4.552e-10 8.585e-04 5.863e-06 1.900e-05 5.698e-03 2.456e-10 5.973e-10 3.502e-01 5.265e-01 1.136e-01 4.877e-10 3.611e-10 9.176e-04 1.190e-03 8.282e-08 5.536e-10 4.436e-04 1.509e-10 5.962e-10 2.177e-10 2.160e-04 1.982e-10 2.625e-10 5.224e-11 1.572e-10 1.815e-06 1.758e-09 5.032e-11 2.632e-11 5.047e-11 6.506e-11 5.931e-11 2.740e-11 2.738e-11 2.466e-11 2.296e-10 2.937e-11 3.035e-11 4.233e-11 2.427e-11 3.112e-11 2.538e-11 2.352e-11 2.408e-11 2.361e-11 2.352e-11 2.853e-11 2.352e-11 2.352e-11 2.383e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 2.352e-11 3.959e-10 +93 EP 31 8.938e-11 8.938e-11 8.939e-11 8.972e-11 8.942e-11 9.244e-11 1.001e-10 6.918e-10 3.647e-06 3.200e-04 2.564e-10 5.076e-10 2.924e-10 2.724e-10 1.291e-09 8.419e-10 2.359e-04 1.334e-09 8.676e-10 5.821e-04 3.421e-07 1.505e-03 6.129e-09 4.183e-06 9.826e-01 3.969e-06 7.150e-03 1.245e-03 1.054e-08 3.746e-03 6.369e-04 8.790e-05 3.949e-04 2.803e-04 7.363e-10 3.366e-04 1.700e-04 5.152e-04 1.804e-04 3.169e-10 4.009e-10 2.111e-10 1.648e-10 1.201e-10 1.270e-10 9.983e-11 1.096e-10 1.125e-10 9.427e-11 1.077e-10 1.093e-10 9.953e-11 1.124e-10 9.971e-11 1.223e-10 1.028e-10 9.050e-11 8.998e-11 1.011e-10 9.336e-11 1.003e-10 9.025e-11 8.939e-11 8.968e-11 8.971e-11 8.942e-11 8.942e-11 8.965e-11 8.945e-11 9.081e-11 8.938e-11 1.043e-10 8.939e-11 8.938e-11 8.941e-11 8.938e-11 8.938e-11 8.939e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 8.938e-11 5.579e-10 +93 EP 32 2.752e-11 2.752e-11 2.776e-11 4.498e-11 7.551e-11 3.263e-10 9.032e-01 7.930e-02 1.084e-02 4.404e-03 1.834e-03 1.172e-04 1.835e-04 5.870e-10 1.215e-04 1.365e-10 1.173e-10 2.197e-05 7.101e-11 2.219e-05 3.256e-11 3.547e-11 4.683e-11 3.123e-11 3.150e-11 2.863e-11 2.765e-11 3.163e-11 2.938e-11 3.207e-11 2.761e-11 2.755e-11 2.803e-11 2.811e-11 2.765e-11 2.771e-11 2.761e-11 2.758e-11 2.753e-11 2.752e-11 2.755e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 2.752e-11 6.776e-11 +93 EP 33 6.894e-11 6.894e-11 6.899e-11 6.895e-11 6.894e-11 6.903e-11 6.911e-11 6.949e-11 7.546e-11 7.876e-11 1.251e-10 9.541e-11 1.158e-10 4.398e-04 6.362e-10 4.967e-10 5.542e-10 2.148e-04 1.652e-10 3.196e-10 3.216e-04 8.703e-04 5.182e-10 1.669e-03 4.741e-04 1.766e-03 2.905e-07 5.229e-10 3.925e-10 3.825e-05 4.372e-10 6.948e-10 2.554e-01 4.462e-01 2.338e-01 5.850e-02 1.470e-09 1.894e-09 1.661e-09 5.586e-10 6.811e-10 7.385e-10 4.044e-09 5.453e-10 4.069e-10 2.073e-10 6.062e-10 8.415e-10 1.300e-05 1.073e-10 1.631e-10 1.331e-10 1.648e-10 2.133e-10 7.328e-05 7.904e-11 7.925e-11 9.061e-11 1.120e-04 1.274e-10 9.798e-11 1.996e-10 6.894e-11 7.150e-11 7.156e-11 6.894e-11 6.895e-11 6.894e-11 6.894e-05 1.569e-10 6.894e-11 6.922e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 6.894e-11 4.039e-10 +93 EP 34 8.640e-11 3.456e-04 1.655e-01 8.299e-01 1.347e-03 2.892e-03 3.088e-10 1.115e-10 9.988e-11 1.175e-10 1.262e-10 3.492e-10 8.838e-11 9.154e-11 8.669e-11 9.484e-11 8.657e-11 8.652e-11 8.650e-11 8.647e-11 8.645e-11 8.648e-11 8.644e-11 8.642e-11 8.644e-11 8.641e-11 8.643e-11 8.641e-11 8.641e-11 8.642e-11 8.641e-11 8.642e-11 8.641e-11 8.642e-11 8.643e-11 8.641e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.644e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 8.640e-11 1.049e-10 +93 EP 35 5.635e-11 5.635e-11 5.635e-11 8.425e-11 6.099e-11 8.254e-11 1.391e-03 3.394e-10 9.837e-03 5.876e-02 8.944e-01 3.014e-02 3.988e-09 9.841e-04 1.836e-03 6.621e-04 1.354e-09 8.333e-04 5.641e-04 3.629e-09 7.877e-05 2.497e-04 5.948e-06 3.311e-10 3.855e-10 2.256e-04 9.150e-11 9.117e-11 9.221e-11 8.193e-11 5.065e-05 9.504e-11 7.481e-11 1.369e-10 1.655e-10 6.780e-11 6.654e-11 6.121e-11 3.076e-10 6.089e-11 6.668e-11 5.684e-11 6.397e-11 5.640e-11 5.654e-11 5.641e-11 5.639e-11 5.638e-11 5.638e-11 5.955e-11 5.637e-11 5.635e-11 5.635e-11 5.637e-11 5.699e-11 5.635e-11 5.636e-11 5.635e-11 5.636e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.636e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 5.635e-11 2.809e-05 +93 EP 36 6.195e-11 6.195e-11 6.200e-11 7.622e-10 6.361e-11 1.082e-10 1.012e-09 1.417e-09 2.323e-04 4.882e-04 1.982e-09 9.839e-04 2.008e-09 3.363e-05 9.414e-01 2.377e-02 1.740e-02 7.723e-04 5.105e-03 4.325e-03 2.009e-03 1.326e-03 6.666e-04 1.944e-04 8.671e-10 8.779e-10 5.087e-04 5.423e-10 4.962e-10 6.019e-05 2.353e-10 1.147e-10 1.326e-10 2.176e-04 8.457e-11 1.251e-10 3.293e-10 7.770e-11 8.923e-11 6.824e-11 2.890e-10 7.178e-11 7.591e-11 6.343e-11 6.518e-11 6.458e-11 6.254e-11 6.250e-11 6.230e-11 6.805e-11 6.332e-11 6.280e-11 6.203e-11 6.474e-11 6.237e-11 6.208e-11 6.217e-11 6.201e-11 6.217e-11 6.213e-11 6.347e-11 6.197e-11 6.195e-11 6.196e-11 6.196e-11 6.195e-11 6.195e-11 6.196e-11 6.196e-11 6.241e-11 6.195e-11 6.211e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 6.195e-11 4.859e-04 +93 EP 37 2.963e-11 2.963e-11 2.964e-11 4.333e-06 4.908e-11 7.659e-11 1.330e-09 9.709e-01 6.960e-03 1.728e-02 1.215e-03 1.226e-03 1.033e-03 6.271e-04 1.285e-04 4.276e-04 2.093e-04 1.501e-10 1.079e-10 6.029e-11 9.880e-11 4.541e-11 7.532e-11 3.565e-05 9.735e-11 4.094e-11 3.279e-11 3.938e-11 1.094e-10 3.493e-11 3.163e-11 3.131e-11 3.320e-11 3.520e-11 3.250e-11 3.141e-11 3.169e-11 3.100e-11 2.995e-11 2.971e-11 3.247e-11 2.973e-11 2.967e-11 2.969e-11 2.968e-11 2.964e-11 2.963e-11 2.963e-11 2.963e-11 2.969e-11 2.964e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.971e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 2.963e-11 3.298e-10 +93 EP 38 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.800e-11 1.799e-11 1.800e-11 1.801e-11 1.473e-05 1.815e-11 1.878e-11 1.997e-11 1.864e-11 7.179e-11 2.406e-11 3.629e-11 2.107e-11 5.370e-11 2.075e-11 1.498e-05 7.159e-08 2.594e-05 1.085e-09 6.425e-05 5.814e-11 3.038e-11 2.458e-09 1.136e-10 9.024e-05 1.390e-08 1.486e-03 7.064e-04 9.700e-04 1.127e-03 2.744e-10 1.250e-10 1.025e-01 4.400e-01 3.363e-01 1.049e-01 9.886e-03 4.247e-10 4.118e-10 3.130e-10 2.721e-08 5.579e-10 2.987e-09 2.733e-04 1.583e-04 3.280e-04 1.271e-04 5.887e-05 2.807e-05 2.239e-04 3.581e-05 3.465e-05 2.666e-11 1.068e-10 1.593e-05 7.882e-11 2.301e-11 2.237e-11 2.556e-11 1.085e-10 2.951e-11 2.665e-11 2.185e-05 2.042e-11 1.902e-11 1.991e-11 1.799e-11 2.023e-11 1.859e-11 1.799e-11 3.611e-11 1.799e-11 1.799e-11 1.999e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 1.799e-11 6.390e-04 +93 EP 39 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.540e-11 1.540e-11 1.540e-11 1.540e-11 2.777e-06 1.544e-11 1.590e-11 1.631e-11 1.568e-11 4.372e-11 2.296e-11 1.711e-11 1.629e-11 1.898e-11 1.676e-11 7.405e-06 7.254e-11 6.863e-11 2.234e-05 4.824e-11 2.878e-11 2.208e-11 4.368e-05 1.901e-04 2.292e-07 3.524e-04 9.873e-05 4.645e-04 1.273e-03 1.544e-03 1.812e-03 1.742e-10 1.767e-10 4.288e-10 1.570e-01 3.017e-01 2.670e-01 1.480e-01 6.729e-02 3.104e-02 1.246e-02 6.229e-03 2.289e-03 6.305e-04 9.913e-08 2.830e-10 2.024e-10 1.345e-04 3.127e-10 2.268e-10 1.312e-10 1.571e-04 7.993e-11 1.213e-04 2.057e-05 2.542e-05 3.569e-11 2.654e-11 8.501e-06 4.067e-11 8.751e-11 2.565e-11 1.119e-10 3.517e-11 1.553e-11 2.584e-11 1.539e-11 2.726e-11 2.191e-11 1.539e-11 3.030e-05 1.539e-11 1.539e-11 4.204e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.539e-11 1.444e-10 +93 EP 40 4.276e-11 4.276e-11 4.277e-11 4.283e-11 4.278e-11 4.589e-11 4.391e-11 4.711e-11 1.308e-10 1.041e-10 1.108e-04 1.265e-04 5.096e-05 3.106e-10 1.888e-09 2.449e-10 2.250e-04 8.903e-04 2.626e-10 3.529e-04 3.875e-09 1.282e-03 6.479e-10 3.041e-03 7.519e-10 3.304e-04 5.348e-07 1.167e-09 6.744e-01 2.901e-01 1.334e-09 1.351e-02 1.101e-02 4.223e-03 6.088e-05 3.165e-04 1.039e-09 1.515e-09 9.472e-10 1.601e-10 1.826e-10 1.019e-10 2.638e-10 1.185e-06 1.559e-10 6.088e-11 7.829e-11 7.116e-11 7.267e-11 1.367e-10 5.187e-11 4.626e-11 5.940e-11 6.025e-11 1.277e-10 5.918e-11 4.436e-11 4.413e-11 7.517e-11 5.149e-11 5.226e-11 5.010e-11 4.281e-11 4.386e-11 4.489e-11 4.286e-11 4.287e-11 4.436e-11 4.316e-11 4.551e-11 4.276e-11 5.428e-11 4.277e-11 4.276e-11 4.286e-11 4.276e-11 4.276e-11 4.279e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 4.276e-11 5.348e-09 +93 EP 41 6.027e-11 6.027e-11 6.028e-11 6.528e-11 7.073e-11 1.093e-10 8.644e-10 1.007e-09 6.383e-01 3.297e-01 9.004e-03 1.196e-02 8.532e-09 2.466e-03 1.760e-03 2.237e-03 1.503e-03 3.872e-04 1.793e-03 3.068e-09 2.235e-04 1.834e-10 2.200e-10 2.455e-04 1.282e-10 2.773e-05 8.066e-11 8.187e-05 7.985e-11 7.872e-11 7.112e-11 6.277e-11 6.956e-11 5.065e-05 8.592e-11 7.024e-11 8.268e-11 8.746e-11 6.476e-11 6.033e-11 6.149e-11 6.060e-11 6.028e-11 6.027e-11 6.028e-11 6.030e-11 6.027e-11 6.027e-11 6.027e-11 6.031e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.046e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.028e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 6.027e-11 2.019e-04 +93 EP 42 7.309e-11 7.309e-11 7.313e-11 7.343e-11 7.314e-11 7.749e-11 7.900e-11 1.076e-10 2.409e-04 3.321e-04 5.378e-10 8.156e-04 1.682e-10 2.014e-10 3.969e-10 2.622e-04 6.392e-04 8.083e-08 2.008e-04 2.503e-03 2.211e-03 2.409e-03 1.780e-09 1.625e-02 2.772e-02 9.148e-01 2.744e-05 2.278e-02 2.112e-04 2.557e-03 5.177e-03 9.347e-09 1.574e-09 6.731e-04 3.937e-10 3.370e-10 2.241e-09 7.067e-05 3.900e-10 3.255e-10 2.884e-06 3.798e-10 1.260e-10 9.439e-05 8.555e-11 7.946e-11 1.114e-10 8.180e-11 8.093e-11 1.183e-10 8.643e-11 8.021e-11 1.053e-10 1.050e-10 8.092e-11 4.885e-05 7.763e-11 7.466e-11 8.795e-11 7.840e-11 7.860e-11 7.334e-11 7.309e-11 7.318e-11 7.377e-11 7.309e-11 7.310e-11 7.327e-11 7.311e-11 7.921e-11 7.309e-11 1.741e-10 7.309e-11 7.309e-11 7.310e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 7.309e-11 3.446e-10 +93 EP 43 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.163e-11 2.157e-11 2.157e-11 2.157e-11 4.894e-11 2.161e-11 2.184e-11 2.528e-11 2.173e-11 3.877e-11 3.198e-11 2.202e-11 2.386e-11 2.346e-11 2.324e-11 1.876e-10 4.078e-11 3.518e-11 5.750e-11 3.351e-11 2.466e-10 4.400e-11 1.109e-10 1.801e-04 2.168e-04 3.618e-05 2.491e-04 6.116e-04 1.663e-09 1.178e-03 5.360e-04 6.660e-04 6.456e-04 5.572e-03 4.284e-10 1.613e-02 8.544e-02 1.546e-01 1.696e-01 1.420e-01 1.081e-01 7.378e-02 5.350e-02 3.644e-02 2.654e-02 1.841e-02 1.290e-02 8.897e-03 7.764e-03 4.746e-03 3.688e-03 2.815e-03 2.135e-03 1.349e-03 1.362e-03 9.306e-04 7.694e-04 7.981e-04 3.799e-04 4.734e-04 4.745e-04 8.628e-05 1.248e-04 2.588e-04 2.161e-11 1.941e-04 2.157e-11 1.510e-04 2.157e-05 2.157e-11 4.383e-05 2.157e-11 2.157e-11 6.471e-05 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 2.157e-11 5.516e-02 +93 EP 44 6.599e-11 6.599e-11 6.599e-11 6.600e-11 6.637e-11 6.600e-11 6.619e-11 6.783e-11 7.647e-11 6.883e-11 6.939e-11 5.025e-08 5.325e-05 1.167e-10 2.407e-10 3.741e-10 6.867e-06 1.617e-10 2.181e-09 1.995e-04 5.170e-04 8.437e-04 2.033e-09 9.166e-04 8.203e-04 1.218e-03 4.291e-06 7.256e-10 1.023e-09 2.179e-01 4.237e-01 2.722e-01 4.688e-02 1.049e-03 1.775e-02 1.183e-02 2.648e-03 7.395e-10 7.371e-04 1.031e-09 1.794e-10 2.910e-10 5.601e-10 3.726e-04 5.295e-10 2.829e-10 1.658e-10 9.865e-11 1.053e-10 2.935e-04 5.565e-10 9.622e-11 8.642e-11 7.663e-11 4.025e-05 7.423e-11 7.194e-11 6.737e-11 6.798e-11 9.833e-11 2.037e-10 7.394e-11 6.601e-11 6.900e-11 6.600e-11 6.599e-11 6.600e-11 7.611e-11 6.599e-11 1.002e-10 6.599e-11 6.624e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 6.599e-11 1.198e-08 +93 EP 45 5.456e-11 5.456e-11 5.461e-11 5.778e-11 5.602e-11 6.152e-11 1.981e-10 1.277e-10 7.205e-10 5.269e-10 1.567e-09 1.429e-09 2.039e-01 3.089e-01 2.457e-01 1.174e-01 5.238e-02 2.351e-02 1.229e-02 9.786e-03 6.223e-03 5.386e-03 4.423e-03 2.625e-03 4.831e-04 1.888e-03 1.498e-03 4.239e-04 1.023e-04 6.724e-04 5.915e-04 1.461e-10 1.787e-05 8.592e-05 2.602e-05 1.513e-08 1.359e-10 2.686e-10 8.299e-11 6.435e-11 6.666e-11 5.824e-11 5.590e-11 5.486e-11 5.283e-05 5.497e-11 5.678e-11 5.506e-11 6.082e-11 5.459e-11 5.473e-11 5.473e-11 5.460e-11 5.877e-11 5.553e-11 5.456e-11 5.540e-11 5.468e-11 5.461e-11 5.460e-11 5.267e-05 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 5.456e-11 1.640e-03 +93 EP 46 2.512e-11 2.513e-11 2.675e-11 5.790e-11 1.985e-10 9.535e-01 3.035e-02 1.232e-02 2.758e-03 5.269e-04 3.020e-04 1.676e-04 9.285e-11 1.200e-04 5.661e-11 3.855e-10 3.490e-11 3.728e-11 2.955e-11 3.159e-11 2.651e-11 3.153e-11 2.770e-11 2.606e-11 2.757e-11 2.568e-11 2.631e-11 2.559e-11 2.563e-11 2.661e-11 2.520e-11 2.521e-11 2.522e-11 2.569e-11 2.618e-11 2.532e-11 2.515e-11 2.515e-11 2.513e-11 2.512e-11 2.557e-11 2.512e-11 2.512e-11 2.512e-11 2.513e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 2.512e-11 4.394e-11 +93 EP 47 5.240e-11 5.240e-11 5.379e-11 8.048e-11 1.119e-10 3.128e-10 5.152e-01 4.252e-01 4.058e-02 1.438e-02 3.976e-03 4.137e-04 7.501e-10 2.415e-10 2.981e-09 1.853e-10 6.253e-09 4.336e-10 9.276e-11 6.371e-11 7.809e-11 6.884e-05 6.725e-11 7.530e-11 8.402e-05 7.158e-11 7.740e-11 5.479e-11 5.957e-11 3.102e-05 5.505e-11 5.458e-11 5.308e-11 5.291e-11 4.141e-05 6.634e-11 5.281e-11 5.253e-11 5.245e-11 5.243e-11 1.223e-10 5.241e-11 5.240e-11 5.333e-11 5.289e-11 5.240e-11 5.244e-11 5.240e-11 5.240e-11 5.242e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 5.240e-11 1.087e-10 +93 EP 48 5.440e-11 5.440e-11 5.441e-11 2.017e-09 6.546e-11 8.803e-11 2.244e-03 2.664e-10 6.652e-02 8.995e-01 1.675e-02 2.223e-03 4.350e-03 2.918e-03 1.988e-03 9.875e-04 1.412e-03 1.319e-04 3.262e-04 5.957e-05 2.588e-04 1.739e-10 6.855e-10 1.568e-04 1.370e-10 8.883e-05 9.431e-11 7.026e-11 1.520e-10 2.188e-10 6.987e-11 5.643e-11 4.985e-05 6.973e-11 6.382e-11 5.496e-11 5.617e-11 6.093e-11 6.174e-11 5.572e-11 5.485e-11 5.477e-11 5.444e-11 5.450e-11 5.446e-11 5.440e-11 5.441e-11 5.452e-11 5.543e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.441e-11 5.449e-11 5.440e-11 5.441e-11 5.440e-11 5.440e-11 5.440e-11 5.605e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 5.440e-11 9.399e-11 +93 EP 49 6.184e-11 6.184e-11 6.278e-11 6.554e-11 6.619e-11 1.338e-10 2.208e-04 3.223e-10 7.106e-10 1.193e-09 7.860e-03 4.391e-01 3.014e-01 1.498e-01 5.880e-02 1.657e-02 1.345e-02 3.502e-03 3.760e-03 2.246e-03 1.799e-03 7.681e-04 6.560e-04 9.656e-10 6.931e-10 8.566e-10 5.372e-10 2.110e-10 1.447e-10 6.953e-05 1.003e-10 1.554e-10 1.643e-10 1.905e-05 9.960e-11 1.299e-10 2.840e-10 8.340e-11 3.981e-05 7.700e-11 2.173e-10 6.531e-11 8.059e-11 6.276e-11 6.250e-11 6.201e-11 6.198e-11 6.191e-11 6.185e-11 1.339e-10 6.208e-11 6.185e-11 6.185e-11 6.186e-11 6.267e-11 6.185e-11 6.184e-11 6.185e-11 6.186e-11 6.185e-11 6.185e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.186e-11 6.184e-11 6.185e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.184e-11 6.915e-10 +93 EP 50 8.516e-11 8.516e-11 8.516e-11 1.391e-10 8.557e-11 1.043e-10 1.479e-10 2.714e-09 4.077e-09 3.652e-04 5.981e-05 8.276e-10 1.624e-09 1.757e-09 1.915e-09 5.345e-02 8.988e-01 4.273e-02 2.412e-09 1.572e-03 6.350e-09 2.179e-05 1.013e-08 8.873e-04 3.517e-04 5.525e-10 8.183e-05 4.654e-04 1.641e-04 1.816e-04 3.329e-04 3.045e-10 1.641e-10 1.310e-10 1.088e-04 7.123e-10 1.158e-10 1.347e-04 1.017e-10 1.022e-10 2.285e-10 9.529e-11 8.766e-11 8.657e-11 8.929e-11 8.579e-11 8.553e-11 8.570e-11 8.576e-11 9.149e-11 8.718e-11 8.614e-11 8.519e-11 8.674e-11 8.537e-11 8.527e-11 8.528e-11 8.520e-11 8.601e-11 8.540e-11 8.543e-11 8.517e-11 8.516e-11 8.517e-11 8.516e-11 8.516e-11 8.516e-11 8.517e-11 8.516e-11 8.592e-11 8.516e-11 8.523e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 8.516e-11 3.006e-04 +93 TP 1 3.806e-01 9.476e-11 9.460e-11 8.627e-03 9.851e-05 6.408e-04 2.924e-10 2.186e-09 5.245e-11 5.030e-02 2.598e-08 2.961e-10 1.543e-01 1.375e-09 6.874e-11 2.340e-09 1.115e-03 1.919e-10 6.323e-03 1.986e-10 1.094e-02 5.995e-04 4.097e-03 1.442e-02 2.113e-03 1.344e-02 5.122e-03 3.862e-11 6.429e-04 6.680e-10 9.001e-03 4.807e-05 1.607e-01 3.867e-11 9.320e-11 1.125e-03 4.858e-04 6.633e-10 8.966e-10 3.820e-02 2.163e-03 1.134e-09 4.626e-10 1.271e-01 7.012e-03 8.098e-11 8.416e-11 7.637e-04 9.555e-11 3.930e-10 +93 TP 2 7.948e-03 7.945e-02 7.017e-04 3.181e-02 4.305e-09 6.664e-02 5.219e-03 5.033e-03 5.589e-04 9.645e-04 2.796e-02 9.783e-02 2.729e-02 9.127e-03 6.628e-03 1.383e-01 1.560e-02 6.206e-02 4.765e-02 3.018e-03 3.380e-02 1.594e-08 6.205e-02 2.836e-02 1.847e-02 2.696e-02 3.446e-02 1.141e-04 2.188e-03 1.202e-02 1.762e-02 4.498e-04 1.123e-02 1.078e-10 2.897e-09 7.623e-03 3.132e-03 5.694e-03 4.401e-03 3.315e-02 6.793e-03 3.474e-02 3.205e-03 2.070e-03 1.259e-02 1.528e-09 2.606e-10 4.387e-04 4.631e-03 2.584e-08 +93 TP 3 6.163e-04 7.632e-03 3.578e-01 2.591e-03 3.004e-03 3.032e-03 1.232e-02 1.912e-04 1.664e-01 7.097e-08 1.613e-03 4.970e-03 2.019e-03 3.992e-04 9.987e-03 5.576e-03 2.197e-02 3.571e-03 2.277e-03 2.507e-04 1.337e-03 1.569e-02 3.144e-03 2.010e-03 6.402e-03 6.637e-04 2.785e-03 4.888e-03 1.862e-02 1.159e-03 2.018e-03 5.279e-02 1.573e-03 9.910e-05 5.681e-03 1.131e-02 1.063e-01 3.351e-04 1.889e-04 2.324e-03 1.288e-02 2.625e-03 1.118e-04 4.716e-10 9.521e-03 2.402e-02 9.868e-03 4.879e-02 4.229e-02 4.385e-03 +93 TP 4 8.437e-04 7.004e-10 2.451e-03 6.964e-02 6.615e-02 1.320e-09 2.158e-02 6.276e-10 2.828e-03 1.769e-06 1.042e-09 2.200e-09 1.099e-09 9.033e-10 1.242e-09 7.487e-10 5.881e-02 8.469e-10 1.663e-09 1.431e-03 3.104e-09 1.997e-02 9.469e-10 1.058e-09 1.772e-01 5.143e-09 3.219e-09 6.370e-05 2.653e-02 1.442e-09 8.378e-10 5.789e-03 1.211e-09 1.117e-10 1.037e-02 6.993e-02 1.595e-02 3.007e-10 4.628e-10 1.663e-09 3.024e-02 3.271e-10 3.091e-10 7.738e-04 1.789e-01 1.471e-03 1.592e-10 1.512e-02 3.477e-03 2.205e-01 +93 TP 5 8.650e-04 2.560e-01 2.929e-09 6.681e-02 3.639e-01 5.066e-02 5.502e-03 4.015e-09 1.637e-09 1.570e-09 1.588e-09 2.745e-09 1.402e-09 2.645e-03 2.541e-09 1.716e-09 1.968e-02 1.316e-09 7.279e-09 3.336e-10 4.267e-03 3.684e-03 8.461e-09 6.459e-10 2.782e-02 4.222e-09 1.263e-03 1.341e-09 4.346e-03 8.132e-06 2.071e-03 3.081e-03 5.268e-04 1.044e-10 1.473e-09 1.663e-02 5.317e-03 2.147e-03 7.322e-04 1.115e-09 1.360e-02 9.641e-10 3.177e-10 2.037e-09 5.842e-02 3.054e-04 2.203e-10 3.843e-03 3.647e-09 8.588e-02 +93 TP 6 2.275e-03 2.953e-02 3.881e-09 9.959e-02 9.535e-02 3.717e-01 3.933e-03 1.966e-03 1.019e-09 1.614e-03 6.549e-03 2.804e-02 3.921e-03 2.866e-03 6.043e-04 1.768e-01 1.676e-02 1.190e-02 9.613e-03 4.267e-04 8.563e-03 2.402e-03 2.122e-02 8.234e-03 4.798e-03 4.117e-09 6.320e-03 1.214e-10 2.950e-03 2.872e-03 3.924e-03 1.279e-03 3.587e-03 8.188e-05 1.452e-09 1.806e-03 3.387e-03 6.546e-04 2.341e-03 3.689e-03 9.481e-03 6.881e-03 2.615e-04 5.658e-04 3.736e-02 6.598e-04 4.583e-10 3.144e-03 2.091e-09 1.147e-09 +93 TP 7 1.514e-03 2.462e-02 7.474e-04 1.081e-02 1.008e-02 6.554e-03 3.653e-01 6.060e-10 1.369e-03 9.331e-10 5.808e-03 9.911e-03 5.987e-03 2.277e-03 4.900e-02 1.175e-02 4.277e-02 9.221e-03 5.177e-03 2.148e-04 2.888e-03 7.270e-02 8.983e-03 6.376e-03 2.252e-02 3.749e-03 6.654e-03 6.292e-04 1.513e-02 2.251e-03 2.695e-03 5.936e-03 3.355e-03 1.007e-10 8.271e-03 1.369e-01 1.269e-02 2.035e-03 1.325e-03 7.332e-03 2.034e-02 6.102e-03 7.448e-04 7.801e-10 6.611e-02 1.548e-03 3.615e-10 8.555e-03 2.672e-09 1.113e-02 +93 TP 8 1.052e-01 1.998e-10 1.102e-10 2.763e-03 1.492e-04 2.923e-03 7.136e-04 4.219e-01 7.177e-11 2.826e-02 1.226e-09 2.357e-10 4.753e-02 8.662e-02 7.234e-11 9.059e-04 3.228e-05 3.117e-10 7.886e-03 8.134e-03 7.150e-03 4.835e-04 3.596e-03 1.615e-02 2.323e-03 6.476e-03 6.184e-03 4.865e-11 2.276e-04 3.060e-09 8.915e-03 1.038e-10 5.174e-10 4.850e-11 4.368e-10 1.582e-03 1.482e-04 1.402e-09 1.113e-08 2.975e-02 2.290e-05 2.164e-03 1.339e-01 6.514e-02 1.787e-03 6.857e-11 6.861e-11 5.098e-04 9.042e-11 5.658e-04 +93 TP 9 2.046e-03 2.184e-02 3.735e-02 8.774e-03 1.090e-02 1.059e-02 3.021e-02 3.911e-10 1.033e-01 4.106e-10 6.875e-03 1.533e-02 3.957e-03 1.091e-03 2.295e-02 1.613e-02 4.736e-02 1.388e-02 9.131e-03 5.437e-04 6.210e-03 3.444e-02 1.311e-02 6.168e-03 1.886e-02 1.794e-03 7.065e-03 1.487e-03 5.395e-02 2.476e-03 2.702e-03 2.442e-02 3.804e-03 2.062e-10 1.207e-01 3.468e-02 3.925e-02 8.932e-04 7.286e-04 6.714e-03 2.275e-02 8.092e-03 4.075e-04 4.638e-06 2.908e-02 1.257e-02 6.646e-03 5.286e-09 1.650e-01 1.377e-02 +93 TP 10 5.760e-10 5.157e-09 6.275e-10 4.323e-02 6.395e-03 1.233e-02 1.702e-03 1.051e-09 3.565e-10 1.659e-01 1.772e-09 1.547e-03 4.124e-10 4.362e-10 1.135e-09 2.921e-03 1.018e-02 6.158e-10 6.986e-02 5.387e-10 1.055e-01 7.687e-04 3.845e-02 1.313e-02 1.141e-02 8.859e-02 8.564e-02 6.235e-05 4.062e-03 3.072e-10 1.309e-01 1.007e-03 4.942e-10 6.260e-11 7.334e-10 4.995e-03 1.616e-03 2.856e-10 4.283e-10 1.526e-09 6.258e-03 1.598e-01 6.171e-10 8.616e-10 2.870e-02 1.013e-04 9.475e-11 2.787e-03 2.140e-10 2.224e-03 +93 TP 11 3.405e-02 1.259e-10 2.058e-10 7.269e-03 1.743e-03 2.316e-03 4.888e-04 2.314e-02 1.575e-10 5.901e-02 3.847e-01 1.465e-10 1.672e-01 3.620e-02 2.263e-10 2.482e-10 3.114e-03 6.251e-10 7.216e-03 1.794e-03 8.765e-03 1.031e-03 4.581e-03 2.011e-02 2.351e-03 9.907e-03 6.538e-03 4.805e-11 8.429e-04 3.323e-02 8.102e-03 1.667e-04 5.761e-02 4.760e-11 6.166e-10 1.076e-03 4.735e-04 2.349e-02 1.569e-02 5.796e-02 5.849e-04 2.016e-09 1.188e-02 1.220e-03 4.732e-03 4.301e-05 5.876e-11 1.290e-03 1.382e-10 4.431e-09 +93 TP 12 1.664e-02 1.264e-03 5.286e-10 2.498e-09 4.112e-03 6.053e-06 2.111e-03 1.429e-02 9.936e-04 1.150e-02 5.445e-02 1.043e-01 4.002e-02 1.694e-02 3.620e-09 9.350e-09 5.055e-04 1.744e-01 1.453e-01 3.895e-03 8.377e-02 2.233e-09 1.842e-09 5.833e-02 8.305e-09 2.926e-09 4.988e-02 1.040e-10 3.894e-09 1.423e-02 3.129e-02 2.707e-09 2.589e-02 1.028e-10 8.610e-08 6.554e-04 9.912e-04 1.392e-02 9.312e-03 5.743e-02 4.185e-09 6.021e-02 2.471e-03 1.810e-09 1.754e-09 4.487e-10 1.503e-10 9.637e-04 5.213e-10 6.487e-09 +93 TP 13 9.131e-02 2.026e-10 1.383e-10 6.324e-03 4.428e-04 1.044e-03 5.548e-05 3.773e-02 4.992e-11 3.390e-02 9.642e-10 1.773e-10 3.945e-01 3.441e-02 6.884e-10 2.544e-10 1.903e-03 2.347e-10 3.503e-03 1.960e-03 4.883e-03 4.162e-04 3.100e-03 1.242e-02 1.480e-03 7.007e-03 2.939e-03 3.693e-11 9.910e-04 4.174e-02 4.546e-03 3.603e-10 1.238e-01 3.682e-11 9.766e-11 7.068e-04 1.968e-04 2.901e-02 1.640e-02 1.295e-02 7.979e-04 7.130e-10 1.017e-02 1.156e-01 3.458e-03 3.955e-05 8.808e-11 2.258e-04 8.578e-11 1.011e-09 +93 TP 14 1.294e-01 7.852e-11 4.994e-11 3.061e-03 5.387e-04 1.149e-03 6.930e-05 3.108e-02 3.828e-11 2.172e-02 7.663e-10 1.870e-10 3.216e-02 4.335e-01 8.159e-11 3.752e-04 1.930e-03 2.241e-10 3.366e-03 2.118e-04 4.258e-03 3.372e-04 2.417e-03 4.976e-03 8.410e-04 4.626e-03 6.381e-04 2.747e-11 3.789e-04 1.611e-01 2.425e-03 1.267e-04 5.630e-04 2.747e-11 1.045e-10 3.054e-04 3.006e-04 6.081e-02 3.402e-02 1.247e-02 7.477e-04 1.729e-04 5.922e-03 4.090e-02 2.655e-03 5.005e-11 3.965e-11 4.328e-04 9.748e-11 5.311e-05 +93 TP 15 7.038e-03 1.557e-01 2.886e-09 4.289e-02 5.552e-02 3.238e-02 1.059e-04 7.697e-04 2.891e-08 2.726e-03 1.858e-02 5.106e-02 1.958e-02 6.867e-03 1.338e-01 5.631e-02 7.034e-09 4.087e-02 3.147e-02 1.687e-03 2.559e-02 9.797e-06 3.594e-02 1.833e-02 7.025e-09 2.011e-02 2.044e-02 7.433e-05 3.337e-09 8.589e-03 8.446e-03 4.936e-04 1.119e-02 1.240e-10 9.638e-09 4.001e-09 3.325e-09 5.818e-03 2.784e-03 2.343e-02 1.544e-03 2.381e-02 2.340e-03 2.361e-06 1.114e-08 8.525e-04 3.400e-10 1.625e-03 2.725e-03 1.285e-01 +93 TP 16 4.211e-03 1.537e-09 1.163e-04 5.801e-02 2.272e-02 8.669e-02 4.994e-03 7.824e-04 1.365e-09 5.042e-03 1.385e-02 9.872e-02 1.290e-02 8.462e-03 7.006e-04 3.718e-01 1.389e-02 2.499e-02 1.496e-02 6.653e-04 1.569e-02 4.181e-03 5.987e-02 1.404e-02 1.443e-02 1.091e-02 1.302e-02 6.696e-11 3.565e-03 4.816e-03 8.622e-03 2.408e-03 5.154e-03 6.625e-11 7.649e-04 7.975e-03 3.200e-03 4.892e-03 1.020e-03 1.384e-02 1.045e-02 1.438e-02 2.299e-03 4.538e-06 2.893e-02 3.988e-04 1.409e-10 4.063e-03 9.210e-10 7.579e-03 +93 TP 17 9.129e-04 2.274e-04 1.689e-03 9.194e-04 5.020e-10 5.466e-10 5.282e-04 2.253e-10 7.531e-10 3.409e-04 3.719e-10 6.357e-10 3.318e-10 2.995e-10 3.853e-10 8.780e-10 5.919e-02 2.281e-10 4.993e-04 4.818e-04 2.477e-10 1.893e-09 3.041e-10 3.205e-10 4.920e-09 2.307e-03 5.360e-06 1.400e-03 3.913e-09 1.897e-10 4.142e-10 6.263e-02 3.260e-10 1.181e-08 3.294e-01 7.012e-10 1.019e-01 2.535e-10 5.135e-10 5.873e-10 2.156e-01 2.271e-10 2.323e-10 3.922e-10 3.243e-09 2.283e-02 5.235e-10 1.991e-01 1.184e-09 1.469e-09 +93 TP 18 2.782e-02 7.280e-09 3.504e-10 1.789e-09 2.471e-03 1.117e-08 1.381e-03 1.562e-02 3.336e-10 1.371e-02 7.965e-02 5.069e-09 6.054e-02 1.817e-02 4.854e-10 4.035e-09 3.890e-03 1.629e-01 5.759e-09 3.985e-03 4.542e-09 1.828e-03 3.657e-03 9.758e-02 5.308e-09 3.726e-03 9.506e-02 9.217e-11 3.023e-03 2.118e-02 9.918e-02 2.415e-10 3.286e-02 1.005e-10 9.068e-10 1.346e-04 3.982e-04 1.887e-02 1.123e-02 7.880e-02 1.132e-09 1.311e-01 5.467e-03 5.726e-03 2.536e-09 1.737e-10 1.715e-10 2.167e-09 4.679e-10 8.198e-10 +93 TP 19 4.313e-03 4.182e-04 3.441e-10 3.389e-02 3.497e-03 1.016e-02 5.275e-04 5.914e-03 3.011e-10 4.664e-03 1.238e-02 2.130e-09 8.148e-03 5.730e-03 1.314e-09 1.702e-09 1.040e-02 1.035e-01 3.921e-01 4.472e-04 5.502e-02 2.293e-03 1.328e-01 1.039e-02 7.993e-03 9.484e-02 1.260e-02 6.028e-11 1.292e-03 2.745e-03 2.746e-03 1.739e-03 4.501e-03 5.961e-11 5.333e-10 3.339e-03 2.271e-03 1.880e-03 2.601e-03 1.133e-02 8.226e-03 1.247e-02 1.557e-03 2.602e-04 2.439e-02 1.322e-04 8.120e-11 2.331e-03 6.622e-04 3.524e-03 +93 TP 20 8.819e-03 2.353e-09 5.412e-10 9.676e-03 5.904e-04 7.387e-04 4.846e-04 5.225e-02 5.289e-10 3.145e-02 8.038e-10 2.729e-04 5.911e-09 7.062e-03 7.832e-04 6.228e-10 8.004e-03 4.507e-10 5.458e-03 7.622e-01 3.725e-03 6.329e-10 6.004e-10 1.660e-03 4.568e-04 1.603e-02 5.321e-10 2.740e-04 4.039e-10 9.822e-04 7.677e-10 4.484e-04 2.456e-09 2.743e-10 7.928e-10 4.710e-04 1.123e-03 6.423e-03 4.074e-03 2.157e-03 4.138e-03 6.243e-10 3.450e-02 2.256e-02 1.107e-02 3.828e-10 3.020e-10 2.162e-03 1.227e-09 4.684e-10 +93 TP 21 1.201e-09 1.204e-08 4.198e-10 4.243e-02 7.233e-03 1.696e-02 4.880e-09 3.826e-09 1.898e-10 7.453e-05 7.146e-10 6.328e-10 1.308e-09 1.332e-09 1.046e-07 2.125e-08 1.524e-02 1.842e-01 1.804e-01 6.172e-04 3.269e-01 1.411e-03 6.919e-02 2.161e-09 8.357e-03 9.806e-02 1.644e-09 6.958e-11 1.961e-03 7.882e-10 2.792e-03 6.818e-04 6.801e-10 7.112e-11 5.138e-10 5.553e-03 1.572e-03 2.273e-09 2.715e-04 1.181e-09 7.969e-03 1.870e-09 1.792e-04 1.093e-09 2.443e-02 1.141e-10 1.098e-10 2.285e-03 3.952e-10 1.172e-03 +93 TP 22 1.404e-03 1.188e-02 3.288e-03 3.520e-03 4.413e-03 4.553e-03 1.215e-01 6.315e-04 8.051e-10 5.957e-04 2.212e-03 5.135e-03 2.218e-03 1.884e-03 2.213e-02 6.503e-03 8.687e-02 5.204e-03 3.133e-03 2.628e-10 2.006e-03 4.085e-01 4.873e-03 1.339e-03 1.406e-02 2.995e-03 1.991e-03 2.751e-04 8.533e-02 1.504e-03 1.962e-03 1.103e-02 6.119e-04 1.146e-04 3.305e-09 4.234e-02 1.846e-02 7.190e-04 3.892e-04 4.411e-03 3.152e-02 2.124e-03 3.277e-04 4.506e-10 1.280e-02 3.736e-03 2.805e-10 1.210e-02 4.055e-02 6.829e-03 +93 TP 23 6.182e-10 1.055e-09 2.740e-10 4.606e-02 7.726e-03 1.645e-02 2.257e-03 8.825e-09 6.519e-10 1.348e-07 2.528e-09 2.274e-01 1.989e-09 1.839e-08 1.472e-03 2.449e-02 1.631e-02 3.475e-09 1.547e-09 1.016e-08 6.734e-03 2.638e-03 4.410e-01 8.077e-10 1.203e-02 1.314e-01 1.258e-09 6.255e-11 1.530e-03 1.059e-03 3.644e-09 1.730e-03 6.914e-10 6.118e-11 1.622e-09 3.386e-03 3.385e-03 1.176e-03 7.052e-04 7.638e-04 1.225e-02 1.300e-09 7.346e-04 1.308e-03 3.059e-02 1.229e-04 1.031e-10 2.076e-03 6.198e-10 3.170e-03 +93 TP 24 2.104e-02 3.046e-10 2.546e-10 6.829e-03 6.896e-04 4.070e-03 1.105e-04 1.692e-02 9.092e-10 9.205e-02 8.063e-02 4.141e-10 4.386e-02 1.647e-02 1.398e-10 5.283e-10 5.118e-03 1.171e-09 1.236e-02 2.487e-03 1.731e-02 6.133e-04 6.590e-03 3.092e-01 1.933e-03 1.744e-02 8.692e-02 5.585e-11 5.463e-10 1.464e-02 1.336e-02 1.571e-04 2.431e-02 5.568e-11 5.588e-04 1.034e-03 1.477e-03 1.191e-02 1.059e-02 1.539e-01 3.470e-03 8.151e-03 5.739e-03 2.336e-06 6.368e-03 4.811e-05 7.710e-11 1.426e-03 1.155e-10 2.343e-04 +93 TP 25 5.648e-05 4.554e-09 1.597e-03 2.632e-03 4.044e-05 3.783e-03 3.149e-02 1.379e-03 1.667e-03 4.386e-04 3.543e-04 9.769e-04 2.481e-09 5.345e-10 1.761e-01 1.342e-09 3.776e-02 5.816e-10 1.038e-09 2.112e-10 5.649e-10 1.139e-09 8.848e-04 5.042e-10 3.661e-01 2.439e-09 7.269e-10 3.951e-05 9.050e-03 6.448e-10 2.928e-10 7.074e-03 1.350e-09 7.585e-11 7.457e-03 1.369e-01 8.080e-03 2.483e-04 1.459e-09 1.384e-08 2.076e-02 8.277e-10 3.041e-10 1.152e-09 1.760e-01 1.440e-03 1.572e-04 7.630e-03 1.048e-09 3.864e-09 +93 TP 26 1.004e-09 7.991e-10 5.528e-10 1.724e-01 6.131e-02 1.448e-01 7.431e-03 1.497e-03 1.538e-04 2.678e-03 4.311e-09 7.363e-10 2.431e-09 7.164e-08 6.553e-03 2.585e-01 3.325e-02 4.274e-09 8.129e-10 1.752e-03 1.309e-09 5.528e-03 2.140e-03 8.182e-09 4.810e-02 6.465e-02 7.140e-10 7.989e-11 1.616e-02 2.755e-09 2.374e-09 1.608e-03 2.101e-09 7.880e-11 8.636e-10 2.657e-02 6.017e-03 3.292e-09 1.689e-07 1.080e-09 1.301e-02 3.549e-09 3.435e-09 2.682e-06 9.286e-02 2.376e-03 1.299e-10 9.158e-03 1.118e-03 2.037e-02 +93 TP 27 1.391e-02 2.252e-10 2.382e-10 1.314e-02 1.135e-03 5.330e-03 3.377e-10 1.347e-02 5.903e-10 3.052e-02 5.420e-02 8.400e-10 3.576e-02 1.311e-02 4.122e-09 2.574e-09 5.689e-03 8.228e-10 1.938e-02 1.659e-03 2.893e-02 6.846e-04 1.233e-02 1.728e-01 3.117e-03 2.533e-02 2.757e-01 7.293e-11 6.076e-04 1.422e-02 2.989e-02 6.659e-04 2.137e-02 7.160e-11 5.145e-10 1.201e-03 5.433e-04 8.282e-03 9.996e-03 8.048e-02 3.338e-03 9.007e-02 2.131e-03 1.041e-03 8.221e-03 3.579e-05 1.250e-10 1.157e-03 1.983e-10 5.743e-04 +93 TP 28 3.841e-11 6.301e-05 8.892e-03 5.220e-05 1.054e-04 8.672e-05 4.422e-04 4.009e-11 5.178e-03 8.874e-11 6.776e-05 1.074e-04 4.164e-11 3.874e-11 5.390e-04 1.296e-04 6.223e-04 4.986e-05 1.085e-10 5.088e-11 4.308e-11 2.650e-04 1.371e-04 3.753e-05 1.126e-04 7.017e-11 3.878e-11 5.213e-01 6.467e-04 3.869e-11 3.137e-05 4.315e-02 3.919e-11 1.077e-01 2.878e-04 5.108e-04 1.037e-03 3.916e-11 3.989e-11 4.515e-05 8.401e-10 1.511e-04 3.868e-11 5.188e-11 1.265e-04 2.535e-01 5.072e-02 1.435e-03 2.435e-03 3.917e-10 +93 TP 29 1.068e-03 5.096e-05 8.190e-03 1.092e-09 1.559e-09 1.886e-09 1.351e-09 3.501e-09 2.591e-09 6.818e-04 9.267e-04 4.307e-10 6.952e-04 1.372e-03 6.919e-10 8.909e-10 1.511e-01 5.500e-10 5.776e-04 2.311e-10 4.244e-10 4.432e-02 5.594e-10 1.394e-04 1.115e-03 2.588e-09 3.376e-04 1.111e-03 4.471e-01 4.312e-09 1.129e-03 9.163e-03 1.228e-03 6.877e-11 7.378e-08 7.309e-10 1.043e-02 1.150e-03 1.189e-04 1.438e-03 5.589e-03 3.597e-10 2.784e-04 3.617e-10 1.422e-09 2.020e-04 7.372e-10 1.079e-03 3.094e-01 2.730e-09 +93 TP 30 3.916e-02 3.635e-11 5.550e-11 2.446e-03 3.384e-04 4.248e-04 2.611e-10 1.643e-02 3.792e-11 1.228e-02 4.001e-10 1.295e-10 1.513e-02 1.623e-01 2.850e-11 2.797e-10 8.007e-04 1.156e-10 1.451e-03 7.526e-04 2.042e-03 2.007e-04 4.588e-04 3.432e-03 4.152e-04 3.767e-03 9.338e-04 2.354e-11 4.167e-04 4.106e-01 2.193e-03 1.288e-04 2.631e-10 2.353e-11 1.262e-04 2.272e-04 1.090e-04 2.129e-01 7.016e-02 5.910e-03 3.583e-04 1.084e-05 1.375e-02 1.893e-02 1.044e-03 2.393e-05 2.905e-11 3.591e-04 3.493e-11 2.609e-10 +93 TP 31 4.884e-03 9.449e-10 3.216e-10 2.820e-02 1.395e-03 9.154e-03 2.031e-03 8.018e-03 2.516e-10 9.091e-03 1.025e-02 1.879e-09 8.145e-03 8.278e-03 6.655e-10 2.292e-09 8.257e-03 2.535e-02 6.980e-02 2.484e-04 1.392e-01 6.096e-04 3.502e-02 2.642e-02 7.459e-03 6.706e-02 4.136e-02 9.534e-11 1.183e-03 2.098e-03 3.032e-01 7.355e-04 2.005e-03 8.940e-05 1.101e-09 4.115e-03 1.296e-03 2.501e-03 2.049e-03 2.055e-02 7.044e-03 1.188e-01 1.368e-03 3.005e-03 1.834e-02 4.285e-04 1.090e-09 9.875e-04 4.191e-10 3.501e-09 +93 TP 32 1.068e-10 1.136e-10 1.265e-02 2.835e-10 1.098e-10 8.088e-11 1.933e-10 3.664e-10 7.656e-04 7.416e-11 1.740e-04 1.135e-10 1.072e-09 1.471e-10 2.094e-05 9.624e-11 4.070e-09 1.865e-10 1.150e-10 4.935e-11 2.058e-09 2.638e-10 6.459e-07 2.737e-05 4.497e-05 2.400e-10 7.021e-11 5.524e-02 1.916e-10 1.029e-10 2.024e-05 4.459e-01 9.446e-11 3.443e-03 2.230e-09 2.982e-10 6.010e-09 1.533e-10 9.773e-11 7.385e-11 1.010e-09 7.262e-11 2.155e-10 2.647e-10 6.280e-10 2.289e-01 2.487e-01 4.020e-03 6.002e-10 1.593e-10 +93 TP 33 5.358e-06 1.768e-10 1.567e-10 2.304e-09 1.708e-03 1.107e-03 3.499e-10 1.036e-01 9.422e-11 4.041e-03 1.354e-09 2.973e-10 1.726e-09 2.528e-01 1.196e-10 1.833e-04 2.051e-03 3.914e-10 1.860e-03 5.880e-03 3.677e-04 9.352e-09 2.130e-09 3.574e-03 6.890e-09 3.772e-08 8.541e-04 6.915e-11 2.866e-10 1.904e-01 3.044e-05 6.549e-10 1.940e-01 6.925e-11 1.971e-10 9.267e-10 3.147e-04 1.170e-01 8.331e-02 3.936e-09 1.001e-09 3.347e-04 3.645e-02 2.370e-09 5.129e-07 3.576e-05 1.782e-10 2.298e-10 1.365e-10 1.001e-06 +93 TP 34 8.705e-11 8.988e-11 9.861e-04 8.800e-11 8.869e-11 9.553e-11 1.296e-04 8.905e-11 3.500e-04 1.457e-10 9.201e-11 9.514e-11 1.737e-10 8.678e-11 1.536e-09 8.893e-11 5.939e-10 9.245e-11 1.703e-04 1.734e-04 9.449e-11 1.703e-04 8.724e-11 8.800e-11 1.657e-04 2.691e-06 8.805e-11 2.511e-01 4.990e-10 8.668e-11 8.720e-11 6.665e-03 8.695e-11 6.798e-01 4.599e-04 7.770e-05 8.129e-05 8.667e-11 8.667e-11 8.920e-11 2.196e-04 8.844e-11 8.669e-11 8.577e-05 5.923e-09 5.003e-02 9.130e-03 2.245e-04 4.188e-10 1.092e-10 +93 TP 35 5.255e-04 9.316e-03 6.115e-03 3.512e-03 3.751e-03 1.889e-03 6.148e-03 1.004e-03 1.010e-02 4.465e-10 2.845e-03 4.903e-03 1.508e-03 1.718e-03 7.082e-03 4.897e-03 9.010e-03 3.658e-03 2.858e-03 1.004e-10 2.646e-03 6.954e-03 3.404e-03 3.535e-03 5.160e-03 2.260e-09 1.949e-03 2.149e-03 5.750e-02 8.106e-04 1.400e-03 1.935e-02 4.015e-04 7.230e-05 4.397e-01 8.757e-03 3.179e-02 4.223e-04 6.520e-04 2.727e-03 6.299e-02 2.144e-03 1.929e-04 4.712e-10 1.094e-02 6.675e-03 1.312e-08 6.298e-02 1.779e-01 5.941e-03 +93 TP 36 1.742e-03 3.424e-02 3.295e-08 1.498e-02 1.592e-02 1.571e-02 6.704e-02 2.359e-03 4.371e-09 1.196e-03 7.379e-03 1.287e-02 5.243e-03 2.898e-03 1.105e-01 1.948e-02 1.947e-02 9.806e-03 7.857e-03 2.750e-04 5.790e-03 1.816e-09 1.255e-02 6.385e-03 3.915e-02 1.009e-03 7.809e-03 4.285e-05 7.952e-04 3.065e-03 4.308e-03 2.616e-03 2.572e-03 6.258e-11 5.772e-03 3.745e-01 6.503e-03 1.206e-03 1.624e-03 7.783e-03 1.326e-02 7.727e-03 5.971e-04 5.639e-10 1.216e-01 1.553e-03 1.278e-04 5.847e-03 3.218e-03 1.364e-02 +93 TP 37 9.642e-05 3.471e-03 1.478e-01 1.060e-03 7.516e-04 7.402e-04 4.143e-03 1.490e-04 4.338e-02 9.825e-10 7.489e-04 1.799e-03 6.542e-04 1.287e-10 2.473e-03 1.136e-03 7.128e-03 9.434e-04 7.277e-04 6.812e-11 6.171e-04 3.253e-03 1.079e-03 4.951e-04 1.752e-03 3.987e-04 6.431e-04 1.496e-02 5.806e-03 2.093e-04 2.954e-04 1.784e-01 2.991e-04 7.729e-04 5.973e-03 4.152e-03 4.279e-01 6.179e-05 5.170e-05 6.134e-04 8.973e-10 1.011e-03 1.149e-10 8.049e-10 2.633e-03 6.857e-02 2.868e-02 1.615e-02 1.589e-02 2.095e-03 +93 TP 38 1.838e-02 2.823e-11 5.302e-11 1.028e-03 3.234e-04 3.865e-04 3.352e-05 1.128e-02 2.497e-11 6.407e-03 1.649e-10 3.672e-11 4.552e-03 5.026e-02 2.218e-11 6.455e-05 5.711e-04 7.951e-11 1.200e-03 5.954e-10 2.167e-03 1.087e-04 1.143e-03 1.129e-03 4.529e-04 1.642e-03 6.053e-04 1.803e-11 3.125e-04 1.693e-01 9.633e-04 7.007e-05 1.492e-10 1.799e-11 2.191e-10 1.864e-06 4.684e-05 4.605e-01 2.191e-01 3.660e-03 4.802e-04 2.454e-04 2.889e-02 1.387e-02 7.308e-04 1.850e-11 2.325e-11 9.191e-05 2.929e-11 4.024e-10 +93 TP 39 1.019e-02 3.342e-11 3.268e-11 6.126e-04 1.904e-04 1.594e-04 2.984e-11 2.554e-02 2.084e-11 4.675e-03 1.430e-10 3.678e-11 1.598e-03 1.685e-02 1.915e-11 1.420e-04 3.283e-04 4.168e-11 6.961e-04 6.603e-04 3.943e-04 7.306e-10 3.015e-04 1.039e-03 2.976e-04 1.206e-03 4.313e-04 1.540e-11 2.613e-10 3.913e-02 7.091e-04 1.567e-11 8.036e-11 1.539e-11 8.184e-11 4.384e-05 3.854e-05 1.948e-01 5.508e-01 2.077e-03 4.498e-05 1.008e-05 1.395e-01 6.858e-03 3.479e-04 1.543e-11 2.160e-11 1.856e-04 2.167e-11 1.100e-04 +93 TP 40 2.225e-02 1.619e-10 1.430e-10 9.066e-03 1.158e-03 2.297e-03 5.866e-10 2.166e-02 5.052e-10 9.520e-02 1.392e-01 8.850e-10 5.544e-02 2.222e-02 1.684e-10 2.103e-09 4.933e-03 3.099e-10 8.921e-03 1.181e-03 1.057e-02 7.410e-04 6.915e-03 1.037e-01 3.313e-03 1.433e-02 2.088e-02 4.340e-11 8.279e-04 1.675e-02 1.106e-02 5.157e-04 2.494e-02 4.276e-11 3.754e-10 1.316e-03 7.181e-04 1.201e-02 1.289e-02 3.599e-01 2.618e-03 2.237e-09 5.589e-03 8.002e-10 6.019e-03 4.610e-11 6.155e-11 9.510e-04 1.716e-10 3.120e-10 +93 TP 41 1.466e-09 4.340e-10 3.464e-01 5.667e-10 2.310e-10 2.099e-10 1.783e-04 1.395e-10 2.232e-09 5.839e-05 2.009e-10 2.935e-10 1.120e-09 3.042e-10 2.555e-10 2.691e-10 3.303e-09 2.617e-10 4.961e-10 7.422e-11 5.710e-05 8.941e-10 6.240e-10 1.986e-10 3.660e-10 3.991e-04 2.543e-10 9.714e-03 2.013e-08 4.708e-05 3.405e-10 1.569e-01 7.808e-10 4.351e-04 9.938e-10 7.475e-10 3.068e-01 4.215e-10 8.836e-11 2.989e-10 1.208e-01 3.999e-10 1.080e-10 2.043e-10 1.352e-09 5.828e-02 5.221e-10 2.855e-09 1.888e-09 3.036e-10 +93 TP 42 1.145e-02 8.168e-04 1.895e-10 1.785e-02 1.120e-03 5.036e-03 6.910e-04 1.020e-02 3.750e-10 4.226e-03 3.442e-02 9.903e-10 2.770e-02 1.133e-02 4.194e-10 2.623e-04 6.933e-03 2.507e-09 3.194e-02 1.732e-03 4.918e-02 1.192e-09 1.540e-02 6.958e-02 3.904e-03 3.356e-02 1.423e-01 2.819e-10 2.293e-03 1.170e-02 8.065e-02 2.332e-04 1.121e-02 7.404e-11 3.705e-04 2.205e-03 2.240e-03 6.834e-03 5.937e-03 5.170e-02 3.671e-03 3.140e-01 5.572e-03 4.277e-03 1.506e-02 9.324e-11 9.712e-11 1.286e-03 1.988e-10 1.148e-03 +93 TP 43 6.242e-03 6.079e-11 7.163e-11 5.066e-04 4.396e-05 1.846e-04 4.595e-10 5.877e-02 2.611e-11 3.504e-03 1.215e-10 5.949e-11 8.980e-04 8.407e-03 3.343e-11 7.882e-05 2.508e-10 5.883e-11 3.895e-04 1.115e-03 1.058e-03 5.927e-05 7.589e-04 3.155e-04 1.419e-07 4.267e-04 4.528e-05 2.157e-11 2.643e-05 1.266e-02 3.864e-04 2.226e-11 1.172e-10 2.157e-11 2.233e-05 1.808e-04 1.867e-09 3.368e-02 2.058e-01 2.761e-03 2.541e-11 1.884e-04 6.540e-01 7.282e-03 1.226e-04 2.165e-11 2.926e-11 3.843e-05 4.331e-11 6.282e-05 +93 TP 44 7.736e-10 2.245e-04 1.161e-04 1.613e-02 1.400e-03 2.866e-03 2.311e-05 7.880e-10 1.158e-10 1.285e-01 2.464e-01 5.930e-10 1.467e-02 5.001e-10 1.418e-04 1.022e-04 5.483e-03 2.153e-08 1.576e-02 1.787e-10 2.116e-02 6.870e-04 7.181e-03 5.256e-02 2.703e-03 3.719e-02 2.154e-02 6.616e-11 4.132e-04 3.985e-10 2.079e-02 1.128e-03 6.799e-10 6.601e-11 3.285e-10 1.708e-03 4.099e-04 3.805e-10 4.456e-10 1.668e-01 4.043e-03 4.222e-03 4.120e-10 2.095e-01 1.509e-02 1.512e-10 8.440e-11 1.128e-03 1.600e-10 4.535e-07 +93 TP 45 1.769e-09 5.113e-10 1.901e-02 1.264e-09 3.399e-10 1.372e-09 1.539e-01 3.429e-10 8.439e-03 7.224e-05 3.178e-10 3.775e-10 3.035e-10 1.345e-09 4.068e-10 3.626e-10 1.751e-01 2.655e-10 3.810e-10 8.134e-04 1.231e-09 1.992e-01 4.723e-10 2.604e-10 1.078e-09 7.707e-10 2.789e-10 5.405e-04 1.373e-01 3.778e-04 1.336e-09 2.163e-02 2.127e-10 6.200e-05 1.066e-02 1.317e-02 4.554e-02 1.999e-09 5.331e-10 4.803e-10 8.173e-02 1.733e-10 4.913e-10 3.667e-10 7.479e-02 5.387e-03 3.515e-10 5.232e-02 5.336e-10 3.615e-10 +93 TP 46 1.605e-05 8.348e-04 2.696e-02 7.438e-06 2.532e-04 2.183e-04 1.155e-03 4.104e-11 1.198e-02 2.570e-10 1.195e-04 4.555e-04 7.268e-05 3.226e-10 8.917e-04 3.686e-04 1.828e-03 3.359e-04 4.863e-11 2.652e-11 1.331e-04 1.560e-03 9.209e-05 8.617e-05 5.426e-04 1.010e-04 7.340e-05 1.653e-01 2.367e-03 2.641e-05 1.067e-04 1.293e-01 9.536e-05 1.335e-02 3.614e-03 1.308e-03 1.137e-02 3.147e-11 3.392e-11 1.382e-04 1.300e-03 1.976e-04 2.724e-05 3.788e-11 4.505e-04 4.782e-01 1.330e-01 5.432e-03 5.933e-03 3.374e-04 +93 TP 47 3.900e-04 8.990e-03 2.031e-01 1.015e-03 2.953e-03 3.763e-03 1.170e-02 6.262e-10 1.154e-01 2.344e-10 1.091e-03 6.081e-03 6.774e-04 4.359e-04 9.667e-03 5.158e-03 1.877e-02 3.384e-03 9.066e-04 1.811e-04 1.703e-03 1.555e-02 3.064e-03 8.856e-04 5.614e-03 2.300e-04 1.308e-03 3.879e-03 2.313e-02 2.072e-04 4.815e-04 1.927e-07 5.946e-04 9.573e-10 4.222e-02 1.336e-02 2.432e-01 4.704e-04 2.065e-10 1.240e-03 2.634e-02 1.564e-03 6.276e-05 9.337e-11 7.884e-03 2.323e-09 1.008e-01 4.683e-02 6.091e-02 4.828e-03 +93 TP 48 5.123e-10 3.085e-10 2.595e-09 9.665e-10 4.192e-10 3.415e-10 1.177e-03 1.874e-10 3.254e-01 1.101e-09 8.524e-05 1.204e-09 3.485e-05 2.005e-04 6.874e-10 4.875e-10 7.756e-03 5.908e-10 4.403e-05 9.201e-11 3.679e-10 1.564e-03 6.126e-10 7.024e-09 8.084e-10 1.019e-03 5.280e-10 1.548e-03 8.939e-05 2.338e-10 9.008e-10 1.981e-02 4.144e-10 1.635e-04 3.211e-09 1.621e-09 2.044e-02 2.532e-10 1.454e-10 3.229e-09 1.679e-01 6.954e-10 3.901e-10 6.465e-10 1.446e-08 9.232e-03 8.369e-10 4.435e-01 4.193e-06 6.779e-10 +93 TP 49 1.452e-03 3.917e-02 1.745e-02 1.913e-02 2.400e-02 2.595e-02 8.656e-02 6.425e-04 1.432e-02 2.013e-09 1.222e-02 2.696e-02 9.708e-03 5.065e-04 4.941e-02 2.926e-02 2.744e-02 2.004e-02 1.593e-02 1.274e-03 9.763e-03 8.385e-02 2.085e-02 1.194e-02 3.629e-02 9.899e-03 1.190e-02 4.697e-10 1.299e-02 3.057e-03 5.681e-03 1.355e-02 6.084e-03 6.798e-11 2.711e-02 7.492e-02 1.898e-02 1.552e-03 5.895e-04 1.166e-02 2.254e-02 1.413e-02 5.497e-04 4.495e-10 4.819e-02 6.821e-03 2.367e-03 1.569e-02 7.410e-02 3.355e-02 +93 TP 50 1.104e-03 1.475e-01 4.756e-04 1.165e-02 4.069e-02 1.006e-02 8.498e-03 1.814e-03 1.116e-03 3.243e-03 6.681e-03 1.798e-02 2.331e-03 1.760e-03 1.455e-08 9.583e-03 2.643e-02 7.290e-03 6.233e-03 2.166e-10 7.483e-03 4.554e-04 1.341e-02 6.467e-03 8.691e-02 1.497e-02 5.510e-03 1.240e-10 6.461e-03 1.657e-03 1.869e-03 2.670e-03 4.291e-03 8.621e-11 1.112e-03 2.310e-02 5.363e-03 1.542e-03 1.419e-03 4.759e-03 1.400e-02 4.872e-03 1.628e-04 6.432e-04 7.990e-02 2.895e-04 1.335e-10 3.747e-03 8.059e-10 4.025e-01 +94 IP 1 3.424e-09 +94 IP 2 2.946e-09 +94 IP 3 2.936e-09 +94 IP 4 2.933e-09 +94 IP 5 8.051e-03 +94 IP 6 2.933e-09 +94 IP 7 2.933e-09 +94 IP 8 2.933e-09 +94 IP 9 2.933e-09 +94 IP 10 2.933e-09 +94 IP 11 2.933e-09 +94 IP 12 2.933e-09 +94 IP 13 8.769e-09 +94 IP 14 2.934e-09 +94 IP 15 2.933e-09 +94 IP 16 2.204e-03 +94 IP 17 2.933e-09 +94 IP 18 3.717e-09 +94 IP 19 2.935e-03 +94 IP 20 4.723e-09 +94 IP 21 3.131e-09 +94 IP 22 2.933e-09 +94 IP 23 2.933e-09 +94 IP 24 2.933e-09 +94 IP 25 1.723e-03 +94 IP 26 3.200e-03 +94 IP 27 3.000e-09 +94 IP 28 2.933e-09 +94 IP 29 2.932e-03 +94 IP 30 2.933e-09 +94 IP 31 2.975e-09 +94 IP 32 1.061e-02 +94 IP 33 3.759e-09 +94 IP 34 7.570e-01 +94 IP 35 2.933e-09 +94 IP 36 2.933e-09 +94 IP 37 2.989e-09 +94 IP 38 2.933e-09 +94 IP 39 2.933e-09 +94 IP 40 2.457e-03 +94 IP 41 2.933e-09 +94 IP 42 3.511e-02 +94 IP 43 2.933e-09 +94 IP 44 6.165e-02 +94 IP 45 2.933e-09 +94 IP 46 2.949e-09 +94 IP 47 3.009e-09 +94 IP 48 2.933e-09 +94 IP 49 1.004e-01 +94 IP 50 2.933e-09 +94 IP 51 2.933e-09 +94 IP 52 2.945e-09 +94 IP 53 2.933e-09 +94 IP 54 3.915e-09 +94 IP 55 1.172e-02 +94 IP 56 2.933e-09 +94 EP 1 7.473e-11 7.473e-11 7.478e-11 7.485e-11 7.668e-11 1.647e-10 1.714e-10 2.688e-10 2.476e-03 1.320e-09 7.331e-09 4.057e-10 1.344e-02 6.898e-02 8.741e-01 3.604e-02 6.770e-07 2.675e-03 9.879e-10 2.059e-04 1.085e-03 1.601e-08 4.302e-04 1.618e-05 2.631e-04 2.881e-04 2.662e-10 2.167e-10 1.778e-10 1.613e-10 1.169e-10 1.351e-10 9.477e-11 1.438e-10 1.088e-10 1.030e-10 2.127e-10 1.532e-10 8.265e-11 8.350e-11 7.917e-11 7.938e-11 7.789e-11 8.039e-11 8.697e-11 7.607e-11 7.506e-11 7.482e-11 7.716e-11 7.488e-11 7.520e-11 7.490e-11 7.486e-11 7.481e-11 7.490e-11 7.513e-11 7.497e-11 7.474e-11 7.476e-11 7.474e-11 7.493e-11 7.476e-11 7.476e-11 7.473e-11 7.474e-11 7.473e-11 7.484e-11 7.474e-11 7.474e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.513e-11 7.473e-11 7.473e-11 7.473e-11 7.474e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 7.473e-11 2.735e-09 +94 EP 2 8.440e-11 8.440e-11 8.440e-11 8.447e-11 8.527e-11 1.142e-10 1.306e-10 1.895e-10 3.901e-10 5.375e-04 5.262e-10 8.150e-10 1.110e-09 1.875e-08 3.237e-03 1.587e-02 9.417e-01 9.983e-03 1.033e-02 7.859e-03 4.910e-03 3.755e-03 3.792e-09 3.325e-09 7.331e-04 1.702e-04 6.384e-04 2.165e-04 3.414e-10 1.921e-10 1.635e-10 1.833e-10 1.698e-10 2.156e-10 3.833e-10 2.597e-10 1.849e-10 2.291e-10 2.285e-10 1.027e-10 9.432e-11 9.903e-11 1.367e-10 1.100e-10 1.001e-10 1.148e-10 8.813e-11 8.503e-11 5.552e-05 8.597e-11 9.014e-11 8.542e-11 8.654e-11 1.261e-10 1.036e-10 1.001e-10 8.613e-11 8.456e-11 8.991e-11 8.485e-11 8.477e-11 8.449e-11 8.488e-11 8.442e-11 8.450e-11 8.441e-11 8.580e-11 8.462e-11 8.442e-11 8.442e-11 8.440e-11 8.449e-11 8.440e-11 8.440e-11 1.317e-10 8.440e-11 8.440e-11 8.440e-11 8.441e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 8.440e-11 2.519e-10 +94 EP 3 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.006e-10 1.008e-10 1.114e-10 1.659e-10 2.788e-04 1.286e-04 2.050e-04 4.375e-10 7.831e-04 7.496e-04 5.589e-04 1.621e-03 9.728e-10 1.026e-08 7.600e-04 4.138e-04 3.937e-06 1.564e-03 7.044e-10 1.740e-03 1.916e-09 1.715e-02 5.135e-01 4.116e-01 2.862e-02 3.074e-03 5.442e-07 2.977e-03 6.057e-03 2.396e-03 3.942e-03 1.156e-09 2.923e-09 1.176e-09 6.066e-07 5.615e-04 3.570e-07 1.603e-04 6.855e-05 5.296e-04 1.301e-09 1.412e-10 1.221e-10 1.150e-10 1.201e-10 5.055e-05 1.117e-10 1.106e-10 1.310e-10 1.125e-10 1.145e-10 1.818e-10 1.617e-10 1.044e-10 1.018e-10 1.005e-10 1.034e-10 1.026e-10 1.035e-10 1.005e-10 1.115e-10 1.004e-10 1.392e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.324e-10 1.004e-10 1.004e-10 1.101e-10 1.004e-10 1.004e-10 1.004e-10 1.006e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 1.004e-10 4.158e-04 +94 EP 4 5.541e-11 5.541e-11 5.541e-11 5.541e-11 5.545e-11 5.543e-11 5.735e-11 8.784e-11 1.203e-10 5.219e-10 7.363e-05 1.132e-10 1.434e-10 1.161e-10 1.442e-10 3.880e-10 1.118e-10 1.221e-04 1.212e-05 3.809e-10 3.291e-10 7.553e-04 3.382e-04 8.614e-04 2.130e-03 1.651e-09 4.180e-03 1.315e-09 2.018e-04 1.042e-01 7.417e-01 1.273e-01 9.010e-10 1.563e-02 2.074e-03 1.526e-06 4.070e-05 2.893e-10 5.635e-10 8.690e-10 4.733e-10 2.980e-10 1.767e-10 1.676e-10 1.317e-10 9.747e-11 8.224e-11 1.589e-10 1.648e-10 8.786e-11 7.459e-11 3.203e-10 5.962e-11 6.860e-11 2.092e-10 6.602e-11 6.316e-11 5.932e-11 5.856e-11 5.750e-11 5.692e-11 5.992e-11 7.770e-11 5.691e-11 5.579e-11 5.603e-11 6.058e-11 5.892e-11 5.579e-11 6.037e-11 5.556e-11 5.691e-11 5.541e-11 5.541e-11 5.724e-11 5.541e-11 5.541e-11 5.550e-11 5.541e-11 5.541e-11 5.542e-11 5.541e-11 5.541e-11 5.541e-11 5.541e-11 5.541e-11 5.541e-11 5.541e-11 5.541e-11 5.541e-11 4.707e-04 +94 EP 5 2.745e-11 2.745e-11 2.847e-11 3.162e-11 7.147e-11 2.590e-10 3.483e-10 9.211e-01 4.487e-02 2.242e-02 6.757e-03 1.696e-03 1.197e-03 1.185e-03 2.883e-04 1.050e-09 3.546e-04 1.397e-05 1.365e-10 9.480e-11 1.348e-05 3.907e-11 4.442e-11 8.205e-05 1.515e-10 4.773e-11 4.081e-11 7.504e-11 3.105e-11 1.091e-10 6.384e-11 3.243e-11 3.068e-11 1.030e-10 2.882e-11 2.776e-11 3.006e-11 2.830e-11 2.755e-11 2.765e-11 2.816e-11 2.751e-11 2.752e-11 2.784e-11 2.758e-11 2.748e-11 2.745e-11 2.748e-11 2.746e-11 2.745e-11 2.770e-11 2.748e-11 2.746e-11 2.746e-11 2.745e-11 2.748e-11 2.746e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 2.745e-11 7.391e-11 +94 EP 6 6.912e-11 6.912e-11 6.912e-11 6.914e-11 6.963e-11 7.171e-11 2.062e-10 1.660e-10 1.046e-09 2.052e-09 3.346e-09 2.322e-10 7.800e-10 1.115e-03 2.949e-09 1.824e-09 3.952e-10 9.972e-10 8.571e-10 3.001e-02 2.381e-01 2.408e-01 2.398e-01 1.297e-01 4.847e-02 1.789e-02 1.199e-02 1.023e-02 8.365e-03 7.149e-03 8.596e-03 2.594e-03 7.023e-09 1.255e-03 7.032e-04 5.573e-04 9.201e-10 3.378e-08 1.860e-10 8.316e-09 2.824e-10 1.280e-04 8.790e-05 1.373e-10 6.371e-06 8.642e-05 7.693e-11 7.367e-11 1.078e-04 7.410e-11 9.961e-11 7.103e-11 1.160e-10 9.739e-11 9.053e-11 2.018e-10 7.236e-11 6.918e-11 7.237e-11 7.275e-11 6.914e-11 6.918e-11 6.912e-11 6.912e-11 7.010e-11 6.912e-11 7.630e-11 6.917e-11 6.912e-11 6.914e-11 6.912e-11 6.918e-11 6.912e-11 6.912e-11 6.913e-11 6.912e-11 6.912e-11 6.912e-11 6.918e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 6.912e-11 2.277e-03 +94 EP 7 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.557e-11 1.598e-11 1.592e-11 2.650e-11 1.645e-11 1.954e-11 1.765e-11 1.131e-10 2.841e-11 1.639e-11 6.053e-11 2.655e-11 2.520e-10 3.876e-05 3.867e-11 1.825e-05 1.274e-06 2.636e-05 5.509e-11 4.042e-05 2.266e-04 2.684e-04 5.172e-10 5.196e-04 1.529e-03 1.562e-03 2.514e-04 2.757e-10 2.687e-10 3.147e-10 2.346e-01 4.459e-01 2.453e-01 6.394e-02 3.355e-03 1.041e-09 4.816e-10 4.040e-10 8.830e-10 3.746e-04 2.493e-04 6.430e-04 1.324e-04 3.104e-04 1.359e-04 1.445e-10 2.093e-10 2.022e-10 1.680e-10 7.620e-10 2.527e-05 2.457e-08 3.507e-11 6.571e-05 3.332e-11 2.477e-11 7.601e-06 9.456e-11 4.173e-11 3.638e-11 4.659e-11 1.597e-11 2.643e-10 4.792e-10 2.701e-11 1.564e-11 1.556e-11 2.499e-11 1.551e-11 1.551e-11 1.556e-11 1.561e-11 1.551e-11 1.590e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 1.551e-11 5.239e-04 +94 EP 8 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.067e-10 1.097e-10 1.249e-10 3.437e-10 8.739e-04 1.074e-03 1.614e-04 1.049e-09 1.192e-03 3.174e-03 2.053e-09 2.235e-04 7.969e-10 2.787e-03 9.375e-10 1.569e-07 1.576e-03 4.870e-01 4.295e-01 3.351e-02 8.246e-07 9.580e-03 1.612e-02 5.508e-03 3.875e-03 3.945e-09 2.498e-03 1.902e-09 2.611e-04 3.648e-04 4.734e-10 4.375e-10 2.984e-04 4.840e-10 2.461e-10 2.588e-04 1.528e-10 2.530e-10 1.959e-09 1.884e-10 1.394e-10 1.643e-10 1.313e-10 1.206e-10 1.198e-10 1.145e-10 1.144e-10 1.128e-10 1.064e-10 1.062e-10 1.068e-10 1.079e-10 1.251e-10 1.056e-10 1.057e-10 1.056e-10 1.077e-10 1.058e-10 1.058e-10 1.056e-10 1.056e-10 1.056e-10 1.393e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.129e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 1.056e-10 2.502e-04 +94 EP 9 2.173e-11 2.173e-11 2.173e-11 2.173e-11 2.180e-11 2.173e-11 2.173e-11 2.175e-11 2.242e-11 2.208e-11 2.236e-11 5.401e-11 2.332e-11 2.873e-11 1.783e-05 2.345e-11 2.278e-11 3.048e-11 3.330e-05 4.466e-11 2.929e-11 2.851e-11 4.620e-11 4.781e-11 8.755e-11 2.672e-07 8.856e-05 1.074e-04 1.761e-10 3.828e-10 5.457e-05 3.028e-04 1.265e-03 1.224e-03 6.197e-10 1.182e-09 1.693e-03 1.496e-03 3.850e-03 1.781e-03 4.613e-02 1.140e-01 1.576e-01 1.475e-01 1.215e-01 9.107e-02 6.540e-02 4.980e-02 3.273e-02 2.115e-02 1.646e-02 1.133e-02 9.142e-03 6.443e-03 4.199e-03 4.217e-03 2.857e-03 2.147e-03 1.724e-03 1.152e-03 1.234e-03 7.483e-04 5.505e-04 3.975e-04 2.728e-04 2.756e-04 1.656e-04 2.043e-04 2.173e-05 3.239e-04 7.304e-05 2.173e-04 2.173e-05 2.173e-05 1.472e-04 2.173e-11 2.173e-11 2.173e-05 1.875e-05 2.173e-11 2.152e-05 2.173e-11 2.173e-11 2.173e-11 2.173e-11 2.173e-11 2.173e-11 2.173e-11 2.173e-11 2.173e-11 7.685e-02 +94 EP 10 9.916e-11 9.916e-11 9.916e-11 9.917e-11 9.932e-11 9.985e-11 1.814e-10 1.335e-10 2.170e-04 1.394e-09 2.872e-10 3.240e-10 6.159e-10 1.729e-09 8.394e-10 1.807e-09 5.368e-10 1.043e-03 7.297e-10 6.402e-03 4.038e-03 4.124e-02 9.015e-01 2.197e-02 7.350e-03 5.769e-03 6.107e-03 3.704e-03 1.367e-09 3.107e-04 6.181e-10 5.198e-10 4.896e-10 3.264e-10 9.103e-10 1.647e-04 6.152e-10 3.814e-05 1.663e-10 2.755e-10 1.207e-10 1.270e-10 1.747e-10 1.227e-10 1.271e-10 1.858e-10 1.038e-10 1.036e-10 3.152e-10 1.154e-10 1.037e-10 1.058e-10 1.245e-10 1.019e-10 1.002e-10 1.046e-10 1.038e-10 1.030e-10 9.936e-05 9.953e-11 9.948e-11 9.968e-11 1.080e-10 9.928e-11 9.940e-11 9.924e-11 5.956e-10 1.005e-10 9.922e-11 9.928e-11 9.917e-11 1.002e-10 9.916e-11 9.916e-11 9.994e-11 9.916e-11 9.916e-11 9.917e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 9.916e-11 1.362e-09 +94 EP 11 2.561e-11 2.561e-11 2.561e-11 2.561e-11 2.562e-11 2.561e-11 2.565e-11 2.750e-11 3.402e-11 8.704e-11 2.219e-10 8.124e-11 5.033e-11 3.053e-11 4.172e-11 4.291e-05 3.168e-11 3.517e-07 4.104e-10 6.689e-11 1.247e-10 6.500e-09 1.711e-09 4.581e-05 4.531e-10 9.441e-07 2.699e-10 3.176e-05 2.534e-04 3.828e-04 1.528e-04 5.747e-03 6.720e-10 2.038e-10 9.259e-02 7.076e-01 1.927e-01 6.112e-10 2.267e-09 7.298e-10 4.201e-10 1.177e-09 3.430e-10 1.189e-09 7.695e-10 1.710e-04 3.577e-10 2.658e-04 1.344e-10 3.445e-10 5.689e-05 9.380e-11 5.609e-11 2.283e-05 5.365e-11 5.049e-11 9.914e-11 7.886e-11 3.959e-11 3.189e-11 3.367e-11 2.813e-11 3.882e-11 4.874e-11 3.113e-11 3.746e-11 3.013e-11 3.573e-11 2.573e-11 5.963e-11 3.021e-11 2.830e-11 2.562e-11 2.561e-11 4.007e-11 2.561e-11 2.561e-11 2.562e-11 2.562e-11 2.561e-11 2.563e-11 2.561e-11 2.561e-11 2.561e-11 2.561e-11 2.561e-11 2.561e-11 2.561e-11 2.561e-11 2.561e-11 1.980e-10 +94 EP 12 7.936e-11 7.936e-11 7.936e-11 7.937e-11 7.942e-11 7.954e-11 9.587e-11 9.461e-11 1.291e-10 4.920e-10 2.137e-09 1.474e-10 2.308e-10 4.373e-04 2.319e-10 3.967e-10 5.463e-10 4.195e-10 5.165e-10 1.415e-09 1.163e-03 1.089e-03 5.872e-04 1.233e-03 1.032e-05 1.267e-08 6.914e-02 9.105e-01 9.741e-03 1.293e-04 2.648e-09 3.745e-03 8.568e-09 1.104e-03 6.201e-04 1.376e-09 1.029e-09 6.578e-10 2.898e-04 2.009e-10 4.799e-10 2.279e-10 1.410e-09 1.869e-10 1.026e-04 1.968e-10 9.002e-11 9.519e-11 5.340e-10 9.033e-11 1.675e-10 7.955e-05 9.538e-11 1.022e-10 9.690e-11 1.071e-10 8.414e-11 9.098e-11 9.894e-11 8.055e-11 8.004e-11 8.425e-11 8.108e-11 7.976e-11 7.951e-11 7.966e-11 8.728e-11 1.023e-10 7.947e-11 8.016e-11 7.943e-11 7.984e-11 7.937e-11 7.936e-11 8.003e-11 7.936e-11 7.936e-11 7.938e-11 7.937e-11 7.936e-11 7.937e-11 7.936e-11 7.936e-11 7.936e-11 7.936e-11 7.936e-11 7.936e-11 7.936e-11 7.936e-11 7.936e-11 5.111e-06 +94 EP 13 7.238e-11 7.238e-11 7.260e-11 7.334e-11 1.089e-10 1.608e-10 2.329e-10 1.835e-10 1.068e-02 1.053e-08 9.732e-01 3.043e-03 3.371e-04 4.616e-03 2.035e-03 7.460e-04 1.805e-03 7.076e-04 6.113e-04 5.243e-04 3.796e-04 4.031e-04 5.912e-04 1.785e-06 1.818e-04 2.875e-10 2.154e-05 1.780e-10 1.289e-10 2.453e-10 1.061e-10 9.267e-11 9.737e-11 8.559e-11 6.456e-05 7.457e-11 5.399e-05 8.375e-11 7.453e-11 7.274e-11 7.306e-11 7.296e-11 7.302e-11 7.464e-11 7.454e-11 7.250e-11 7.249e-11 7.255e-11 7.241e-11 7.244e-11 7.915e-11 7.253e-11 7.293e-11 7.242e-11 7.251e-11 7.302e-11 7.298e-11 7.239e-11 7.243e-11 7.239e-11 7.243e-11 7.239e-11 7.240e-11 7.239e-11 7.238e-11 7.239e-11 7.242e-11 7.239e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.240e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 7.238e-11 1.324e-10 +94 EP 14 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.782e-11 7.786e-11 8.683e-11 1.733e-10 1.520e-04 4.007e-10 3.146e-05 1.250e-05 1.439e-09 4.578e-04 5.190e-05 4.128e-10 4.933e-10 7.849e-04 2.660e-04 1.376e-03 9.723e-04 2.251e-03 7.618e-04 1.658e-03 1.503e-03 5.430e-10 1.536e-09 2.031e-02 3.227e-01 3.014e-01 1.969e-01 6.484e-02 2.977e-02 2.977e-02 1.648e-02 6.857e-03 1.441e-05 7.724e-10 7.278e-10 5.436e-10 6.230e-10 1.111e-09 3.752e-04 1.099e-09 2.941e-10 1.090e-04 1.192e-10 1.095e-10 1.339e-05 1.597e-10 2.189e-04 1.576e-10 9.571e-11 8.584e-11 1.156e-10 2.298e-05 1.242e-10 7.863e-11 1.653e-10 7.880e-11 8.306e-11 7.986e-11 7.904e-11 7.957e-11 8.155e-11 7.776e-11 1.176e-10 7.837e-11 7.789e-11 7.790e-11 7.784e-11 8.551e-11 7.772e-11 7.772e-11 8.302e-11 7.772e-11 7.772e-11 7.776e-11 8.059e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 7.772e-11 1.990e-06 +94 EP 15 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.178e-11 6.176e-11 1.015e-10 1.575e-10 1.050e-04 2.772e-05 1.246e-10 3.092e-10 1.099e-10 2.374e-08 1.818e-10 3.734e-04 5.855e-10 7.573e-10 2.442e-10 1.484e-03 7.019e-10 1.984e-09 9.783e-10 3.629e-02 2.122e-01 2.613e-01 1.989e-01 1.342e-01 6.808e-02 2.799e-02 1.928e-02 1.439e-02 1.059e-02 5.748e-03 1.684e-03 2.649e-03 1.699e-03 3.539e-04 2.098e-09 4.427e-05 3.680e-10 4.521e-06 3.541e-10 1.412e-04 3.603e-09 1.310e-05 7.576e-11 8.061e-11 8.896e-11 8.157e-11 9.486e-11 6.538e-11 1.113e-10 7.252e-11 6.847e-11 2.633e-10 6.804e-11 3.643e-05 1.230e-10 6.550e-11 6.146e-11 6.209e-11 6.145e-11 6.143e-11 6.174e-11 6.143e-11 6.871e-10 6.144e-11 6.143e-11 6.143e-11 6.143e-11 6.150e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.158e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 6.143e-11 2.386e-03 +94 EP 16 4.447e-11 4.447e-11 5.003e-11 5.088e-11 8.452e-11 3.927e-10 2.157e-10 1.033e-09 9.775e-01 1.418e-02 1.686e-03 1.162e-03 2.956e-03 1.888e-04 2.186e-04 6.757e-04 1.880e-04 8.005e-10 2.898e-10 3.044e-04 5.085e-04 8.468e-11 7.304e-11 1.188e-04 9.522e-05 1.131e-10 1.290e-10 9.270e-05 5.472e-11 2.494e-05 5.314e-11 2.321e-05 1.222e-10 4.672e-05 4.705e-11 4.495e-11 4.598e-11 4.471e-11 4.479e-11 4.464e-11 4.478e-11 4.456e-11 4.467e-11 5.162e-11 4.500e-11 4.450e-11 4.448e-11 4.679e-11 4.447e-11 4.447e-11 4.523e-11 4.473e-11 4.447e-11 4.447e-11 4.448e-11 4.449e-11 4.448e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 4.447e-11 9.218e-11 +94 EP 17 4.002e-11 4.002e-11 4.002e-11 4.002e-11 4.018e-11 4.002e-11 4.019e-11 4.591e-11 2.846e-05 1.355e-10 1.256e-10 7.283e-05 5.940e-11 1.038e-10 1.945e-04 1.848e-10 7.141e-11 4.145e-05 7.850e-05 1.336e-04 2.046e-04 2.464e-04 2.555e-04 2.124e-03 1.417e-03 1.710e-03 4.009e-03 3.661e-03 7.653e-03 1.052e-02 8.871e-03 2.170e-02 1.278e-02 2.302e-02 1.195e-01 1.884e-01 1.818e-01 1.385e-01 1.114e-01 6.820e-02 3.707e-02 2.055e-02 1.316e-02 5.435e-03 1.628e-03 1.342e-03 6.301e-04 4.479e-04 5.494e-04 5.604e-10 8.304e-10 8.653e-05 9.068e-05 2.029e-10 1.879e-04 1.354e-04 1.331e-05 1.426e-10 1.065e-04 1.995e-10 9.533e-11 2.072e-10 2.133e-10 1.217e-10 5.624e-11 3.534e-10 2.109e-05 5.533e-05 6.610e-11 6.094e-11 4.379e-11 1.135e-10 4.156e-11 4.159e-11 4.903e-05 4.002e-11 4.002e-11 4.728e-11 4.316e-11 4.002e-11 4.391e-11 4.002e-11 4.002e-11 4.002e-11 4.002e-11 4.002e-11 4.002e-11 4.002e-11 4.002e-11 4.002e-11 1.192e-02 +94 EP 18 6.454e-11 6.454e-11 6.621e-11 6.666e-11 8.134e-11 2.368e-10 1.712e-10 2.629e-10 1.606e-09 4.137e-01 2.943e-01 1.970e-01 3.505e-02 3.002e-02 1.211e-02 4.963e-03 3.519e-03 4.712e-03 1.101e-03 1.566e-03 1.755e-04 1.564e-04 3.597e-10 7.379e-04 1.175e-09 2.370e-04 2.213e-10 1.837e-04 1.572e-10 4.372e-10 1.421e-10 1.699e-04 1.615e-04 9.418e-11 1.054e-10 6.810e-11 1.401e-10 7.004e-11 6.787e-11 6.548e-11 6.603e-11 6.540e-11 6.529e-11 1.195e-10 1.186e-10 6.468e-11 6.455e-11 6.975e-11 6.457e-11 6.455e-11 2.017e-05 6.675e-11 6.454e-11 6.455e-11 6.458e-11 6.481e-11 6.481e-11 6.454e-11 6.457e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.456e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 6.454e-11 5.817e-06 +94 EP 19 1.058e-10 1.058e-10 1.058e-10 1.059e-10 1.069e-10 1.544e-10 1.326e-10 2.737e-10 5.228e-10 1.566e-09 1.639e-09 3.249e-10 9.548e-04 8.915e-03 2.196e-08 9.799e-01 3.651e-08 1.742e-03 1.779e-09 2.940e-03 7.044e-04 7.587e-04 1.259e-03 6.744e-04 4.683e-10 7.937e-10 3.349e-04 2.915e-04 3.497e-04 2.140e-04 1.518e-10 2.057e-10 1.486e-10 1.973e-10 2.039e-04 3.674e-10 2.641e-04 1.607e-04 2.861e-10 1.189e-10 1.110e-10 1.090e-10 1.133e-10 1.119e-10 1.235e-10 2.771e-10 1.070e-10 1.059e-10 1.188e-10 1.063e-10 1.085e-10 1.061e-10 1.063e-10 1.074e-10 1.081e-10 1.244e-10 1.062e-10 1.058e-10 1.063e-10 1.060e-10 1.059e-10 1.058e-10 1.060e-10 1.058e-10 1.058e-10 1.058e-10 1.061e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.119e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 3.764e-04 +94 EP 20 3.398e-10 3.398e-10 3.398e-10 3.399e-10 2.087e-09 3.403e-10 3.675e-10 3.443e-10 3.649e-10 3.522e-10 3.500e-10 3.590e-10 4.021e-10 2.754e-04 4.447e-10 4.482e-10 3.850e-10 4.057e-04 7.962e-04 1.156e-03 1.565e-03 4.108e-04 6.500e-04 7.944e-04 8.194e-04 1.966e-04 1.030e-03 1.228e-03 4.408e-04 4.543e-10 6.287e-10 9.801e-04 1.335e-03 1.330e-03 4.356e-10 7.873e-10 6.796e-10 4.359e-04 6.317e-10 1.178e-09 1.289e-09 9.599e-05 1.083e-09 3.986e-04 9.107e-10 1.171e-04 6.893e-04 2.912e-04 1.636e-09 4.627e-04 1.532e-03 1.379e-03 5.465e-04 4.163e-10 1.630e-04 7.498e-10 4.443e-10 3.517e-10 3.995e-10 3.557e-10 3.851e-10 5.322e-04 3.232e-08 3.484e-10 3.199e-04 9.808e-05 3.769e-10 3.416e-10 1.895e-09 3.016e-04 3.405e-10 3.806e-10 3.403e-10 3.491e-10 3.922e-10 3.398e-10 3.398e-10 7.248e-10 7.261e-04 3.398e-10 2.042e-03 1.359e-03 3.398e-10 3.398e-10 3.398e-10 3.398e-10 3.398e-10 3.398e-10 3.398e-10 3.398e-10 9.751e-01 +94 EP 21 1.110e-10 1.110e-10 1.110e-10 1.111e-10 1.236e-10 1.236e-10 1.972e-10 1.962e-10 5.827e-04 1.124e-03 3.116e-03 6.287e-04 4.499e-02 9.405e-01 2.307e-03 1.317e-03 1.695e-08 2.980e-09 2.361e-03 3.599e-09 5.428e-09 6.881e-04 5.037e-10 1.196e-03 2.957e-10 3.775e-04 1.082e-09 5.286e-04 2.555e-10 1.826e-10 1.957e-04 2.130e-10 1.431e-10 2.165e-10 1.291e-10 1.247e-10 1.388e-10 1.312e-04 1.472e-10 1.139e-10 1.158e-10 1.134e-10 1.172e-10 1.129e-10 1.123e-10 1.122e-10 1.113e-10 1.111e-10 1.121e-10 1.111e-10 1.145e-10 1.111e-10 1.110e-10 1.112e-10 1.111e-10 1.119e-10 1.112e-10 1.110e-10 1.111e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.111e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 2.201e-10 +94 EP 22 3.384e-11 3.384e-11 3.384e-11 3.384e-11 3.385e-11 3.385e-11 3.398e-11 4.587e-11 5.401e-11 2.534e-05 2.795e-10 7.252e-07 1.208e-10 4.105e-11 5.388e-11 8.482e-10 6.138e-11 1.992e-10 1.304e-10 1.443e-10 2.311e-05 2.254e-10 4.803e-05 4.277e-10 5.083e-10 8.253e-10 6.664e-04 7.003e-04 1.043e-03 3.119e-03 1.333e-05 5.740e-04 4.451e-10 2.650e-01 7.288e-01 9.908e-06 6.703e-10 7.020e-10 4.695e-10 3.704e-10 2.380e-10 6.012e-10 2.231e-10 7.207e-10 1.303e-10 6.782e-10 2.843e-10 5.627e-10 1.356e-10 5.503e-05 1.114e-10 1.185e-10 5.643e-11 1.246e-10 6.532e-11 1.051e-10 7.967e-11 5.017e-11 5.397e-11 4.363e-11 4.069e-11 3.752e-11 4.741e-11 4.111e-11 3.585e-11 4.374e-11 3.805e-11 5.073e-11 3.430e-11 5.148e-11 3.477e-11 3.801e-11 3.385e-11 3.385e-11 5.017e-11 3.384e-11 3.384e-11 3.388e-11 3.386e-11 3.384e-11 3.386e-11 3.384e-11 3.384e-11 3.384e-11 3.384e-11 3.384e-11 3.384e-11 3.384e-11 3.384e-11 3.384e-11 1.835e-10 +94 EP 23 1.087e-10 1.087e-10 1.087e-10 1.088e-10 1.097e-10 1.109e-10 1.399e-10 1.485e-10 5.434e-05 5.722e-04 1.304e-04 8.233e-06 7.259e-04 7.181e-07 2.079e-03 2.111e-04 2.623e-08 4.369e-08 4.988e-10 2.331e-03 1.018e-09 8.287e-09 4.427e-09 4.389e-01 3.715e-01 1.235e-01 2.571e-02 1.256e-02 5.384e-03 9.089e-03 1.224e-03 2.183e-03 1.955e-03 4.786e-05 8.834e-10 2.209e-04 9.270e-05 3.033e-10 2.010e-09 6.004e-10 1.967e-10 2.989e-10 2.278e-10 1.849e-10 2.125e-10 1.642e-10 1.292e-10 1.165e-10 1.235e-10 6.891e-05 1.189e-10 1.250e-10 1.076e-04 1.150e-10 1.104e-10 1.144e-10 1.230e-10 1.104e-10 1.088e-10 1.087e-10 1.120e-10 1.090e-10 2.147e-10 1.087e-10 1.126e-10 1.087e-10 2.579e-05 1.087e-10 1.088e-10 1.088e-10 1.087e-10 1.088e-10 1.087e-10 1.087e-10 1.142e-10 1.087e-10 1.087e-10 1.087e-10 1.088e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.087e-10 1.414e-03 +94 EP 24 8.024e-11 8.024e-11 8.024e-11 8.031e-11 8.044e-11 8.067e-11 8.645e-11 1.286e-10 1.886e-09 1.409e-09 4.684e-04 1.472e-04 1.833e-09 9.843e-10 1.776e-06 3.556e-04 7.584e-10 1.403e-03 2.261e-04 1.135e-03 1.489e-03 3.373e-03 1.639e-09 2.918e-03 1.697e-02 9.130e-01 4.982e-02 3.516e-09 1.593e-07 1.310e-03 2.151e-03 2.448e-03 5.087e-09 1.875e-03 5.256e-10 5.241e-10 5.734e-10 6.691e-10 2.552e-04 1.895e-10 2.436e-04 1.784e-10 1.745e-10 1.868e-10 1.493e-10 9.972e-11 9.037e-11 8.947e-11 9.458e-11 1.061e-10 9.035e-11 8.732e-11 1.118e-10 8.520e-11 8.623e-11 8.447e-11 8.940e-11 9.032e-11 9.909e-11 8.108e-11 8.111e-11 8.146e-11 8.247e-11 8.050e-11 8.568e-11 8.042e-11 9.230e-11 8.497e-11 8.034e-11 8.043e-11 8.027e-11 9.708e-11 8.024e-11 8.024e-11 8.226e-11 8.024e-11 8.024e-11 8.027e-11 8.032e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 8.024e-11 4.428e-04 +94 EP 25 5.098e-11 5.098e-11 5.170e-11 6.192e-11 9.230e-11 1.538e-04 2.348e-10 2.336e-10 5.234e-02 9.099e-01 2.922e-02 1.109e-09 3.149e-03 1.156e-03 1.197e-03 1.374e-03 3.863e-04 1.519e-04 3.949e-04 6.549e-05 5.215e-10 9.558e-05 7.579e-06 1.096e-04 2.227e-04 1.070e-10 9.421e-05 3.128e-10 1.909e-05 1.191e-10 8.369e-11 9.715e-11 7.424e-11 8.197e-11 6.254e-11 5.257e-11 1.144e-10 5.420e-11 5.179e-11 5.843e-11 6.131e-11 5.204e-11 5.111e-11 5.180e-11 5.135e-11 5.102e-11 5.099e-11 5.099e-11 5.102e-11 5.098e-11 5.116e-11 5.098e-11 5.114e-11 5.098e-11 5.101e-11 5.396e-11 5.099e-11 5.098e-11 5.098e-11 5.098e-11 5.099e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 5.098e-11 3.385e-07 +94 EP 26 7.397e-11 7.398e-11 7.433e-11 7.750e-11 1.072e-10 2.120e-06 2.981e-10 1.989e-10 2.119e-09 1.007e-03 5.157e-01 3.585e-01 1.039e-01 1.755e-03 7.294e-03 2.193e-03 2.622e-03 3.274e-03 2.494e-03 2.262e-09 2.443e-09 5.806e-04 4.673e-10 4.585e-10 5.688e-10 1.636e-10 2.250e-10 3.143e-10 1.765e-10 1.412e-10 1.443e-10 1.229e-10 1.076e-10 9.656e-11 8.352e-11 9.570e-11 1.362e-10 1.029e-10 7.905e-11 1.257e-10 3.790e-05 7.768e-11 7.458e-11 7.770e-11 7.426e-11 7.414e-11 7.400e-11 7.398e-11 7.402e-11 7.398e-11 7.562e-11 7.399e-11 7.521e-11 7.397e-11 7.558e-11 7.758e-11 7.398e-11 7.397e-11 7.397e-11 7.397e-11 7.481e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.398e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 7.397e-11 6.991e-04 +94 EP 27 1.008e-10 1.008e-10 1.009e-10 1.011e-10 1.149e-10 2.150e-10 4.640e-10 3.362e-10 3.988e-04 1.279e-09 1.238e-03 7.426e-10 2.944e-08 5.957e-01 3.421e-01 3.431e-02 3.501e-09 9.349e-03 8.729e-03 2.865e-03 1.891e-03 9.746e-04 8.428e-04 3.821e-09 5.399e-10 9.179e-10 1.697e-09 3.941e-04 4.635e-10 2.999e-10 1.784e-10 2.553e-10 1.535e-10 1.420e-10 1.433e-10 1.599e-04 2.490e-10 1.369e-10 1.096e-10 1.315e-10 1.391e-10 1.082e-10 1.039e-10 1.040e-10 1.018e-10 1.041e-10 1.010e-10 1.010e-10 1.018e-10 1.009e-10 1.029e-10 1.016e-10 1.017e-10 1.035e-10 1.011e-10 1.047e-10 1.010e-10 1.008e-10 1.008e-10 1.008e-10 1.017e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.009e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.010e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.008e-10 1.143e-03 +94 EP 28 4.059e-11 4.059e-11 4.059e-11 4.059e-11 4.060e-11 4.060e-11 4.074e-11 6.848e-11 6.521e-11 1.193e-10 2.221e-09 2.068e-10 2.056e-10 6.107e-11 6.381e-11 2.327e-10 1.215e-10 6.631e-05 1.341e-10 8.570e-05 2.245e-04 9.792e-05 1.094e-04 3.073e-10 1.352e-03 5.195e-04 1.750e-03 1.400e-03 1.624e-03 1.724e-03 2.140e-09 1.898e-09 4.329e-01 5.581e-01 1.693e-09 2.804e-06 4.765e-10 4.082e-10 3.156e-10 2.813e-10 2.010e-10 2.996e-10 1.657e-10 3.374e-05 1.260e-10 8.464e-09 1.733e-10 3.219e-10 1.422e-10 7.979e-11 8.702e-11 1.312e-10 5.227e-11 8.214e-11 6.996e-11 8.122e-11 1.098e-10 4.447e-11 5.951e-11 5.125e-11 4.563e-11 4.640e-11 9.376e-11 4.465e-11 4.169e-11 4.398e-11 4.494e-11 9.058e-11 4.130e-11 5.455e-11 4.100e-11 5.580e-11 4.059e-11 4.059e-11 4.572e-11 4.059e-11 4.059e-11 4.067e-11 4.066e-11 4.059e-11 4.062e-11 4.059e-11 4.059e-11 4.059e-11 4.059e-11 4.059e-11 4.059e-11 4.059e-11 4.059e-11 4.059e-11 1.599e-10 +94 EP 29 9.084e-11 9.084e-11 9.085e-11 9.087e-11 9.398e-11 1.001e-10 1.609e-10 4.751e-10 5.958e-04 2.770e-04 6.808e-10 8.437e-10 8.976e-04 4.484e-04 1.520e-09 2.590e-09 1.247e-09 2.369e-02 9.572e-01 1.307e-02 4.966e-09 1.985e-08 1.585e-09 9.562e-04 4.433e-04 5.961e-04 3.096e-04 9.817e-04 2.437e-09 1.407e-09 2.631e-04 3.344e-10 2.017e-10 2.741e-04 2.010e-10 1.869e-10 1.927e-10 1.430e-10 1.230e-10 1.166e-10 1.117e-10 1.146e-10 1.303e-10 1.474e-10 1.073e-10 1.054e-10 1.082e-10 9.186e-11 9.911e-11 9.521e-11 1.155e-10 9.424e-11 9.484e-11 9.185e-11 9.204e-11 9.224e-11 9.456e-11 9.115e-11 9.351e-11 9.126e-11 9.151e-11 9.099e-11 9.138e-11 9.086e-11 9.105e-11 9.085e-11 9.261e-11 9.099e-11 9.086e-11 9.088e-11 9.085e-11 9.100e-11 9.084e-11 9.084e-11 9.773e-11 9.084e-11 9.084e-11 9.085e-11 9.088e-11 9.084e-11 9.084e-11 9.085e-11 9.084e-11 9.084e-11 9.084e-11 9.084e-11 9.084e-11 9.084e-11 9.084e-11 9.084e-11 5.095e-10 +94 EP 30 6.977e-11 6.977e-11 6.977e-11 6.978e-11 6.985e-11 6.991e-11 9.117e-11 8.734e-11 1.137e-10 2.216e-04 4.096e-10 1.054e-10 2.916e-10 4.854e-10 1.608e-04 2.668e-10 8.429e-10 5.411e-10 5.240e-09 8.932e-10 2.342e-04 1.237e-03 1.407e-03 7.999e-10 2.145e-03 1.499e-04 2.381e-02 5.660e-02 8.322e-01 7.530e-02 1.770e-09 1.589e-09 4.720e-03 1.229e-05 4.252e-09 4.420e-09 1.033e-03 6.999e-10 1.205e-09 3.163e-10 1.405e-09 3.164e-10 7.483e-09 2.725e-10 2.053e-10 1.189e-10 7.871e-11 1.005e-10 1.454e-04 9.206e-11 9.380e-11 5.040e-10 9.082e-11 1.006e-10 9.964e-11 8.591e-11 7.228e-11 8.042e-11 8.521e-11 7.069e-11 7.055e-11 8.863e-11 7.070e-11 7.005e-11 6.988e-11 6.996e-11 7.587e-11 8.180e-11 6.983e-11 7.019e-11 6.979e-11 7.040e-11 6.977e-11 6.977e-11 7.061e-11 6.977e-11 6.977e-11 6.980e-11 6.979e-11 6.977e-11 6.978e-11 6.977e-11 6.977e-11 6.977e-11 6.977e-11 6.977e-11 6.977e-11 6.977e-11 6.977e-11 6.977e-11 6.129e-04 +94 EP 31 8.238e-11 8.238e-11 8.242e-11 8.261e-11 8.424e-11 9.700e-11 1.387e-10 1.417e-10 7.185e-10 4.188e-10 4.637e-10 3.306e-10 1.691e-09 1.695e-02 3.346e-01 2.916e-01 2.162e-01 3.971e-02 2.545e-02 2.582e-02 1.286e-02 9.258e-03 7.040e-03 4.566e-03 2.330e-03 2.502e-03 2.502e-03 3.548e-04 2.319e-03 9.076e-04 1.800e-04 6.244e-04 8.481e-10 3.530e-04 2.138e-10 2.213e-10 7.626e-05 1.521e-05 5.725e-10 1.651e-10 1.082e-10 8.684e-11 1.031e-10 1.153e-10 1.096e-10 1.369e-10 8.535e-11 8.544e-11 8.357e-11 8.286e-11 1.774e-10 8.303e-11 8.248e-11 8.386e-11 1.173e-10 1.251e-10 8.720e-11 8.247e-11 8.316e-11 8.238e-11 8.238e-11 8.239e-11 8.238e-11 8.238e-11 8.274e-11 8.238e-11 8.248e-11 8.238e-11 8.238e-11 8.239e-11 8.238e-11 8.240e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.241e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 8.238e-11 3.744e-03 +94 EP 32 6.773e-11 6.774e-11 6.951e-11 6.936e-11 1.548e-10 2.000e-03 2.986e-10 8.718e-10 6.398e-01 3.351e-01 1.543e-02 3.773e-09 4.914e-03 1.160e-04 6.175e-04 1.386e-03 4.840e-04 1.658e-09 2.627e-10 7.402e-10 2.424e-10 1.494e-10 1.814e-10 3.678e-10 1.754e-09 1.221e-10 6.688e-05 7.159e-05 3.517e-10 7.769e-11 4.533e-05 1.015e-10 7.979e-11 9.666e-11 7.980e-11 7.052e-11 1.071e-10 1.162e-10 6.800e-11 7.653e-11 6.930e-11 6.821e-11 6.777e-11 6.779e-11 6.795e-11 6.776e-11 6.773e-11 6.773e-11 6.775e-11 6.773e-11 6.774e-11 6.773e-11 6.775e-11 6.773e-11 6.774e-11 6.899e-11 6.774e-11 6.773e-11 6.773e-11 6.773e-11 6.777e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.774e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 6.773e-11 9.536e-06 +94 EP 33 5.656e-11 5.656e-11 5.661e-11 5.670e-11 6.646e-11 8.357e-11 1.329e-10 1.131e-10 8.274e-04 2.897e-03 3.575e-02 9.253e-01 7.484e-03 1.568e-02 3.298e-03 4.223e-03 1.413e-03 6.870e-04 6.676e-04 8.538e-04 2.537e-04 4.503e-04 3.127e-10 1.822e-07 1.691e-10 1.730e-04 1.443e-09 3.098e-05 3.896e-10 1.292e-10 1.193e-10 9.022e-11 7.417e-11 1.516e-05 9.002e-11 6.868e-11 6.793e-11 1.288e-10 6.084e-11 5.838e-11 6.063e-11 5.772e-11 5.759e-11 5.786e-11 5.967e-11 5.731e-11 5.690e-11 5.674e-11 5.686e-11 5.667e-11 6.071e-11 5.668e-11 5.683e-11 5.678e-11 5.668e-11 5.726e-11 5.894e-11 5.659e-11 5.664e-11 5.657e-11 5.672e-11 5.657e-11 5.658e-11 5.656e-11 5.657e-11 5.656e-11 5.663e-11 5.657e-11 5.656e-11 5.656e-11 5.656e-11 5.657e-11 5.656e-11 5.656e-11 5.665e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 5.656e-11 2.374e-10 +94 EP 34 9.332e-11 6.532e-04 2.149e-01 7.739e-01 9.176e-03 1.187e-03 1.389e-04 1.473e-10 2.794e-10 1.047e-10 9.519e-11 9.632e-11 1.052e-10 1.084e-10 9.415e-11 1.055e-10 9.881e-11 9.345e-11 9.346e-11 9.383e-11 9.577e-11 9.333e-11 9.354e-11 9.336e-11 9.333e-11 9.334e-11 9.332e-11 9.336e-11 9.333e-11 9.334e-11 9.334e-11 9.332e-11 9.332e-11 9.344e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.332e-11 9.334e-11 +94 EP 35 9.476e-11 9.476e-11 9.476e-11 9.479e-11 9.510e-11 9.690e-11 1.704e-10 9.301e-05 9.056e-10 2.759e-10 1.139e-09 5.193e-10 5.012e-04 4.122e-05 6.734e-05 9.795e-04 1.085e-09 1.103e-03 3.522e-09 6.361e-02 8.952e-01 2.904e-02 3.014e-09 8.793e-05 4.678e-03 3.337e-03 7.056e-04 1.335e-09 8.124e-10 1.313e-04 5.516e-05 1.007e-07 3.067e-10 6.869e-10 1.779e-04 1.845e-10 1.865e-10 1.591e-10 1.213e-10 1.324e-10 1.141e-10 1.190e-10 1.362e-10 1.097e-10 1.034e-10 1.656e-04 1.105e-10 9.848e-11 9.958e-10 1.040e-10 9.662e-11 9.628e-11 1.009e-10 9.640e-11 9.569e-11 1.048e-10 1.004e-10 9.528e-11 1.032e-10 9.532e-11 9.499e-11 9.504e-11 9.540e-11 9.479e-11 9.479e-11 9.479e-11 1.045e-10 9.507e-11 9.478e-11 9.481e-11 9.477e-11 9.484e-11 9.476e-11 9.476e-11 9.502e-11 9.476e-11 9.476e-11 9.477e-11 9.477e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 9.476e-11 1.403e-09 +94 EP 36 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.194e-10 1.196e-10 1.332e-10 1.320e-10 8.527e-10 3.655e-10 2.331e-04 2.973e-10 3.481e-10 1.630e-04 2.913e-10 1.697e-05 5.631e-10 1.696e-04 8.333e-04 3.854e-09 1.689e-06 1.317e-03 4.139e-04 4.988e-03 4.261e-07 7.205e-02 9.093e-01 5.957e-05 2.668e-08 3.167e-03 3.192e-03 2.902e-09 1.062e-03 3.763e-04 2.680e-04 1.088e-09 5.785e-04 2.671e-04 8.597e-04 3.296e-10 7.770e-10 2.280e-10 2.007e-10 2.074e-10 4.532e-10 1.620e-10 1.315e-10 1.321e-10 1.374e-10 1.643e-10 2.152e-10 1.348e-10 1.506e-10 1.328e-10 1.210e-10 1.373e-10 1.234e-10 1.399e-10 1.368e-10 1.206e-10 1.196e-10 1.207e-10 1.200e-10 1.194e-10 1.194e-10 1.194e-10 1.292e-10 1.724e-10 1.194e-10 1.194e-10 1.193e-10 1.212e-10 1.193e-10 1.193e-10 1.199e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 1.193e-10 6.692e-04 +94 EP 37 8.781e-11 8.781e-11 8.782e-11 8.794e-11 8.943e-11 2.318e-10 1.466e-10 3.947e-09 1.104e-03 3.671e-04 2.172e-03 2.381e-09 1.883e-09 1.329e-03 5.308e-04 9.323e-03 3.354e-02 8.888e-01 4.605e-02 6.856e-03 6.230e-03 2.078e-03 2.643e-05 9.203e-10 8.228e-04 8.114e-06 3.449e-09 4.928e-04 3.982e-10 1.808e-04 3.500e-10 1.485e-10 1.883e-10 1.910e-10 1.766e-10 8.407e-05 1.670e-10 1.399e-10 1.390e-10 1.064e-10 1.002e-10 9.662e-11 9.960e-11 1.394e-10 1.004e-10 1.025e-10 1.208e-10 8.813e-11 1.063e-10 8.967e-11 9.806e-11 9.375e-11 8.871e-11 8.849e-11 8.982e-11 8.933e-11 8.862e-11 8.790e-11 8.827e-11 8.783e-11 8.859e-11 8.788e-11 8.803e-11 8.782e-11 8.783e-11 8.781e-11 8.858e-11 8.782e-11 8.782e-11 8.782e-11 8.781e-11 8.785e-11 8.781e-11 8.781e-11 1.140e-10 8.781e-11 8.781e-11 8.782e-11 8.782e-11 8.781e-11 8.781e-11 8.782e-11 8.781e-11 8.781e-11 8.781e-11 8.781e-11 8.781e-11 8.781e-11 8.781e-11 8.781e-11 2.931e-05 +94 EP 38 4.874e-11 4.874e-11 4.874e-11 4.875e-11 4.879e-11 4.880e-11 5.021e-11 7.949e-11 9.716e-11 9.855e-05 5.127e-05 3.494e-05 1.843e-04 9.874e-11 7.813e-11 1.269e-04 1.450e-10 9.596e-10 2.476e-04 7.606e-04 7.580e-05 1.964e-05 1.403e-05 4.196e-04 8.259e-06 2.437e-08 4.995e-04 1.001e-09 9.997e-03 9.845e-06 2.344e-04 6.354e-01 3.496e-01 8.063e-09 2.239e-05 2.183e-03 9.891e-10 3.089e-10 3.138e-10 2.729e-10 2.059e-10 2.911e-10 1.887e-10 2.225e-10 1.058e-10 8.577e-11 7.653e-11 1.334e-10 1.897e-10 1.226e-10 7.623e-11 1.129e-05 5.303e-11 6.380e-11 6.306e-11 5.827e-11 6.245e-11 5.001e-11 4.988e-11 4.916e-11 4.965e-11 5.247e-11 3.268e-05 5.073e-11 4.899e-11 4.874e-11 5.333e-11 4.874e-11 4.890e-11 4.875e-11 4.876e-11 5.114e-11 4.874e-11 4.874e-11 5.015e-11 4.874e-11 4.874e-11 4.878e-11 4.897e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 4.874e-11 6.006e-09 +94 EP 39 1.318e-10 1.318e-10 1.318e-10 1.319e-10 1.332e-10 1.346e-10 1.616e-10 2.608e-09 1.265e-03 1.390e-03 2.021e-03 1.409e-09 1.775e-09 7.267e-04 8.246e-10 2.081e-03 8.855e-10 4.201e-09 4.349e-09 5.861e-01 3.755e-01 1.098e-02 4.858e-09 5.855e-03 3.870e-03 5.227e-03 2.936e-09 1.590e-04 6.688e-04 2.396e-03 2.638e-04 1.588e-09 6.002e-10 4.840e-09 3.329e-10 3.136e-10 2.721e-10 2.877e-10 2.130e-10 2.136e-10 1.925e-10 2.633e-10 1.596e-10 1.100e-04 1.800e-10 1.594e-10 2.190e-10 1.343e-10 1.342e-10 1.394e-10 1.748e-10 1.382e-10 1.335e-10 1.325e-10 1.338e-10 1.352e-10 1.981e-10 1.319e-10 1.333e-10 1.318e-10 1.349e-10 1.319e-10 1.322e-10 1.318e-10 1.319e-10 1.318e-10 1.581e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.319e-10 1.318e-10 1.318e-10 1.509e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.318e-10 1.395e-03 +94 EP 40 7.048e-11 7.048e-11 7.058e-11 7.066e-11 7.551e-11 1.081e-10 3.811e-10 1.457e-10 3.852e-09 3.126e-03 1.086e-02 2.134e-03 9.529e-01 2.338e-02 2.305e-09 3.306e-03 4.207e-04 2.407e-03 8.570e-04 4.676e-05 3.143e-09 1.344e-09 4.231e-08 2.558e-09 3.916e-04 1.539e-10 3.810e-10 4.280e-10 8.036e-05 1.173e-10 1.218e-10 1.300e-10 9.167e-11 1.179e-09 8.121e-11 1.470e-10 8.628e-11 8.558e-11 7.427e-11 7.635e-11 8.197e-11 7.281e-11 7.155e-11 7.161e-11 7.110e-11 7.138e-11 7.067e-11 7.054e-11 7.091e-11 7.051e-11 7.077e-11 7.098e-11 7.112e-11 7.135e-11 7.064e-11 7.097e-11 7.060e-11 7.048e-11 7.051e-11 7.050e-11 7.116e-11 7.049e-11 7.049e-11 7.048e-11 7.048e-11 7.048e-11 7.053e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.068e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 7.048e-11 6.607e-05 +94 EP 41 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.234e-11 2.257e-11 2.420e-11 2.574e-11 3.809e-05 2.644e-11 3.149e-11 2.894e-11 4.731e-11 1.710e-05 2.452e-11 6.144e-06 8.386e-11 5.268e-11 4.216e-05 6.756e-05 8.747e-11 1.829e-10 1.959e-04 7.064e-05 1.437e-10 2.595e-04 7.449e-04 1.055e-03 3.175e-04 5.962e-04 1.490e-03 1.616e-10 2.897e-10 1.345e-09 5.202e-01 4.192e-01 4.921e-02 6.426e-10 2.407e-09 4.609e-03 1.057e-03 2.511e-09 7.820e-04 1.227e-09 8.460e-10 4.962e-05 2.769e-10 2.196e-05 3.351e-10 9.364e-11 7.820e-11 9.979e-09 8.108e-11 6.671e-11 4.438e-05 2.992e-10 5.099e-11 3.180e-11 5.889e-11 2.689e-11 3.608e-11 3.903e-10 4.169e-11 3.719e-11 3.204e-11 4.053e-11 2.243e-11 8.557e-11 6.565e-11 2.629e-11 2.235e-11 2.234e-11 3.234e-11 2.232e-11 2.232e-11 2.234e-11 2.235e-11 2.232e-11 2.241e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 2.232e-11 4.512e-07 +94 EP 42 3.292e-11 3.292e-11 3.442e-11 4.703e-11 1.224e-10 4.082e-10 9.869e-01 1.156e-09 9.334e-03 1.678e-03 1.666e-03 3.868e-10 4.779e-10 1.727e-04 2.047e-10 2.193e-04 1.918e-10 7.471e-11 4.278e-11 1.497e-06 9.502e-11 4.040e-11 4.932e-10 8.891e-11 4.069e-11 3.746e-11 3.542e-11 5.580e-11 3.424e-11 3.954e-11 1.387e-10 3.405e-11 3.370e-11 2.073e-10 3.324e-11 3.307e-11 3.361e-11 3.315e-11 3.295e-11 3.299e-11 3.304e-11 3.293e-11 3.292e-11 3.296e-11 3.295e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.298e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.293e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 3.292e-11 5.301e-11 +94 EP 43 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.088e-10 1.092e-10 1.191e-10 1.869e-04 2.495e-10 2.005e-04 3.709e-10 1.091e-04 1.660e-09 4.745e-09 3.108e-10 4.116e-04 1.891e-09 4.459e-04 9.961e-10 1.023e-03 1.927e-03 5.120e-03 3.900e-09 4.797e-02 9.403e-01 5.836e-05 2.402e-08 2.759e-09 1.673e-09 9.045e-10 1.609e-03 8.954e-10 1.537e-09 1.301e-06 5.874e-09 4.777e-10 4.545e-04 5.333e-10 1.467e-04 2.003e-10 1.691e-10 1.693e-10 1.555e-10 1.978e-10 1.694e-10 1.323e-10 1.151e-10 1.131e-10 1.212e-10 1.247e-10 1.139e-10 1.138e-10 1.326e-10 1.114e-10 1.109e-10 1.120e-10 1.152e-10 1.269e-10 1.413e-10 1.109e-10 1.088e-10 1.098e-10 1.109e-10 1.087e-10 1.265e-10 1.086e-10 1.180e-10 1.115e-10 1.086e-10 1.086e-10 1.085e-10 1.134e-10 1.085e-10 1.085e-10 1.097e-10 1.085e-10 1.085e-10 1.085e-10 1.086e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 1.085e-10 3.472e-10 +94 EP 44 3.626e-11 3.635e-11 3.793e-11 6.710e-11 3.825e-10 9.352e-01 4.588e-02 1.292e-02 3.248e-03 1.583e-03 3.145e-04 2.442e-04 3.233e-04 8.901e-11 8.640e-05 6.906e-11 5.404e-05 4.577e-11 3.740e-11 4.433e-05 4.044e-11 3.701e-11 3.607e-05 4.060e-11 3.713e-11 3.672e-11 3.635e-11 5.815e-11 3.639e-11 3.638e-11 3.901e-11 3.635e-11 3.631e-11 3.295e-05 3.628e-11 3.626e-11 3.628e-11 3.627e-11 3.626e-11 3.627e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.626e-11 3.801e-11 +94 EP 45 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.264e-11 6.252e-11 6.597e-11 7.357e-11 1.143e-10 5.081e-10 9.170e-11 1.102e-10 1.609e-04 1.563e-10 1.059e-09 2.119e-10 3.600e-10 2.282e-04 3.019e-04 1.036e-03 2.169e-04 2.319e-05 7.346e-08 2.526e-04 8.693e-04 1.654e-03 2.291e-03 8.246e-09 8.526e-02 3.968e-01 3.562e-01 7.920e-02 8.515e-03 2.978e-02 1.442e-02 1.334e-02 2.739e-03 2.946e-03 1.522e-03 6.491e-04 6.448e-04 2.886e-10 6.739e-10 2.545e-10 3.608e-10 1.611e-10 9.652e-11 1.703e-04 8.558e-11 2.460e-05 1.957e-10 1.294e-10 1.011e-10 1.705e-10 1.828e-10 1.470e-10 6.933e-11 1.036e-10 9.643e-11 6.582e-11 6.434e-11 1.165e-10 6.260e-11 6.247e-11 6.250e-11 6.247e-11 9.469e-11 7.723e-11 6.247e-11 6.264e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.249e-11 6.247e-11 6.247e-11 6.247e-11 6.252e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 6.247e-11 7.738e-04 +94 EP 46 9.556e-11 9.556e-11 9.563e-11 9.644e-11 1.050e-10 1.469e-10 1.644e-10 1.709e-10 4.525e-09 6.134e-10 1.008e-09 2.865e-08 5.637e-01 3.801e-01 6.482e-03 5.578e-03 9.490e-03 7.875e-03 5.116e-03 6.337e-03 4.650e-03 3.088e-03 7.295e-04 1.147e-03 9.584e-04 1.586e-03 9.245e-04 4.580e-04 3.088e-10 8.082e-04 8.151e-04 3.684e-10 2.673e-10 3.071e-10 4.225e-10 1.403e-10 1.159e-10 1.218e-04 1.094e-10 9.667e-11 1.236e-10 9.811e-11 9.870e-11 1.060e-10 1.207e-10 9.752e-11 9.750e-11 9.777e-11 9.581e-11 9.587e-11 2.660e-10 9.656e-11 9.575e-11 9.557e-11 9.569e-11 9.898e-11 1.239e-10 9.557e-11 9.587e-11 9.556e-11 9.565e-11 9.556e-11 9.562e-11 9.556e-11 9.602e-11 9.556e-11 9.571e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.561e-11 9.556e-11 9.556e-11 9.632e-11 9.556e-11 9.556e-11 9.556e-11 9.560e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 9.556e-11 7.025e-09 +94 EP 47 8.743e-11 8.743e-11 8.743e-11 8.746e-11 8.796e-11 1.005e-10 9.396e-05 2.574e-10 5.448e-10 4.464e-04 1.241e-09 6.368e-10 6.304e-10 5.304e-09 2.429e-09 2.853e-09 7.233e-09 3.852e-01 3.759e-01 1.385e-01 4.171e-02 1.000e-02 1.005e-02 5.459e-03 4.228e-03 6.548e-03 6.469e-03 1.963e-03 3.217e-03 2.359e-03 1.431e-03 6.568e-10 2.093e-03 3.177e-04 5.469e-04 4.138e-04 6.136e-09 1.028e-04 5.746e-04 3.475e-07 1.865e-10 1.443e-10 5.967e-10 1.482e-10 1.553e-10 1.951e-10 9.326e-11 8.939e-11 9.383e-10 8.845e-11 1.307e-10 8.813e-11 9.589e-11 2.546e-10 1.274e-10 1.587e-05 9.283e-11 8.744e-11 9.387e-11 9.015e-11 8.743e-11 8.743e-11 8.774e-11 8.743e-11 8.754e-11 8.743e-11 8.810e-11 8.744e-11 8.744e-11 8.743e-11 8.743e-11 8.744e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 8.743e-11 2.327e-03 +94 EP 48 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.375e-10 1.376e-10 1.493e-10 3.540e-10 3.010e-04 2.167e-10 2.796e-10 2.035e-10 2.169e-04 1.144e-09 5.646e-10 3.341e-10 4.079e-04 1.031e-09 3.832e-10 2.158e-09 7.248e-10 1.696e-03 8.369e-10 4.641e-04 1.211e-03 1.242e-09 3.829e-03 8.562e-09 2.775e-02 9.561e-01 7.618e-06 1.299e-09 8.001e-03 1.150e-09 1.859e-09 1.580e-09 8.411e-10 5.836e-10 3.693e-06 9.138e-10 8.757e-09 7.277e-10 2.741e-10 1.441e-09 2.753e-10 4.001e-10 1.486e-10 1.668e-10 1.854e-10 2.489e-10 1.872e-10 1.858e-10 1.468e-10 1.444e-10 2.056e-10 1.472e-10 1.429e-10 1.419e-10 1.550e-10 1.378e-10 1.386e-10 1.537e-10 1.408e-10 1.383e-10 1.381e-10 1.374e-10 1.429e-10 1.375e-10 1.378e-10 1.375e-10 1.374e-10 1.389e-10 1.374e-10 1.374e-10 1.401e-10 1.374e-10 1.374e-10 1.375e-10 1.378e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 1.374e-10 6.729e-10 +94 EP 49 4.798e-11 5.022e-11 5.237e-11 3.540e-02 9.505e-01 1.018e-02 3.450e-03 2.980e-04 1.442e-04 1.658e-10 8.203e-11 1.190e-10 2.996e-05 5.165e-05 6.373e-11 8.788e-11 1.502e-09 5.095e-11 4.829e-11 6.330e-11 4.948e-11 4.826e-11 5.645e-11 4.919e-11 4.817e-11 4.809e-11 4.804e-11 4.991e-11 4.800e-11 4.802e-11 4.882e-11 4.800e-11 4.801e-11 5.514e-11 4.798e-11 4.798e-11 4.801e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.798e-11 4.821e-11 +94 EP 50 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.334e-11 6.323e-11 6.338e-11 6.458e-11 6.835e-11 7.219e-11 1.551e-10 8.240e-11 3.152e-06 6.892e-11 7.619e-05 2.820e-05 2.062e-10 4.370e-05 1.514e-04 1.129e-09 2.595e-10 4.733e-04 6.279e-05 8.568e-04 1.043e-04 8.729e-04 4.853e-06 2.048e-09 2.014e-03 2.591e-08 1.323e-03 3.051e-01 3.725e-01 2.403e-01 6.278e-02 1.204e-02 1.693e-05 3.359e-04 7.008e-10 8.652e-10 4.955e-10 3.553e-10 5.322e-07 3.323e-10 4.024e-10 2.725e-10 1.341e-06 6.789e-10 1.750e-10 3.007e-10 1.891e-04 1.687e-04 1.460e-10 2.080e-04 3.387e-09 9.376e-10 7.428e-11 1.420e-10 1.457e-10 7.340e-11 7.583e-11 8.790e-11 6.353e-11 6.332e-11 6.322e-11 6.516e-11 2.242e-10 8.835e-11 6.322e-11 5.554e-05 6.322e-11 6.322e-11 6.322e-11 6.322e-11 7.515e-11 6.322e-11 6.322e-11 6.322e-11 6.323e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 6.322e-11 3.178e-04 +94 EP 51 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.277e-10 1.291e-10 1.649e-08 2.286e-10 3.508e-04 7.040e-10 2.855e-04 2.562e-10 4.059e-09 3.065e-05 9.227e-10 1.851e-03 5.213e-10 2.940e-04 1.077e-09 1.671e-02 1.437e-05 9.754e-01 1.220e-08 2.731e-09 3.545e-03 4.240e-04 2.768e-09 6.922e-09 1.522e-05 7.270e-09 2.126e-09 7.215e-10 1.011e-03 2.654e-09 2.714e-10 3.317e-10 4.554e-10 2.561e-10 1.658e-10 3.271e-10 1.494e-10 1.606e-10 2.110e-10 1.475e-10 1.549e-10 4.801e-05 1.347e-10 1.374e-10 4.164e-10 1.326e-10 1.324e-10 1.340e-10 1.450e-10 1.297e-10 1.281e-10 1.440e-10 1.320e-10 1.277e-10 1.997e-10 1.287e-10 1.279e-10 1.275e-10 1.317e-10 1.275e-10 1.282e-10 1.275e-10 1.432e-10 1.276e-10 1.275e-10 1.275e-10 1.274e-10 1.279e-10 1.274e-10 1.274e-10 1.278e-10 1.274e-10 1.274e-10 1.274e-10 1.275e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 1.274e-10 5.506e-10 +94 EP 52 1.044e-10 1.044e-10 1.044e-10 1.045e-10 1.051e-10 1.102e-10 1.466e-10 1.818e-10 4.451e-10 4.221e-04 2.625e-08 2.376e-09 2.964e-09 6.815e-04 6.980e-04 3.467e-09 1.313e-09 3.452e-03 6.987e-02 8.789e-01 3.663e-02 6.469e-03 1.367e-09 1.801e-09 1.773e-09 1.336e-09 4.472e-09 1.711e-03 1.064e-05 3.224e-10 3.090e-04 8.908e-04 3.862e-10 2.222e-10 8.838e-10 3.390e-10 2.072e-10 2.160e-10 1.436e-10 1.377e-10 1.261e-10 1.680e-10 4.022e-10 1.313e-10 1.368e-10 2.821e-10 1.101e-10 1.048e-10 1.776e-10 1.061e-10 1.103e-10 1.048e-10 1.195e-10 1.066e-10 1.048e-10 1.238e-10 1.065e-10 1.045e-10 1.055e-10 1.058e-10 1.045e-10 1.044e-10 1.048e-10 1.044e-10 1.045e-10 1.044e-10 1.051e-10 1.045e-10 1.044e-10 1.044e-10 1.044e-10 1.045e-10 1.044e-10 1.044e-10 1.045e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 1.044e-10 5.746e-10 +94 EP 53 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.355e-11 1.383e-11 1.371e-11 1.521e-11 1.485e-11 1.552e-11 1.598e-11 1.693e-05 1.521e-11 1.429e-11 2.533e-11 3.252e-11 2.011e-05 2.660e-11 1.889e-11 1.866e-05 5.303e-11 5.139e-11 3.368e-11 3.600e-10 6.518e-05 1.510e-04 4.461e-04 4.501e-04 1.602e-04 3.098e-04 1.960e-03 6.065e-04 7.097e-10 3.292e-10 1.752e-10 4.322e-02 2.216e-01 2.907e-01 2.167e-01 1.135e-01 5.740e-02 2.765e-02 1.194e-02 6.757e-03 1.802e-03 8.141e-04 1.569e-03 4.429e-04 4.857e-04 7.387e-05 4.378e-04 4.276e-04 1.529e-06 8.397e-05 2.700e-10 2.074e-08 2.096e-10 2.797e-10 3.552e-10 3.923e-11 1.650e-05 4.739e-05 1.396e-05 8.951e-05 2.941e-06 1.973e-11 1.797e-05 8.980e-05 4.019e-11 1.499e-11 1.436e-11 2.950e-11 1.353e-11 1.353e-11 1.436e-11 1.445e-11 1.353e-11 1.783e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 1.353e-11 2.699e-10 +94 EP 54 9.892e-11 9.892e-11 9.895e-11 9.909e-11 1.047e-10 1.274e-04 4.774e-10 2.342e-10 5.070e-04 2.662e-03 5.831e-03 5.784e-10 1.838e-09 1.323e-09 9.341e-09 4.305e-01 3.277e-01 1.398e-01 5.787e-02 1.591e-02 1.565e-02 1.763e-03 8.671e-09 7.093e-09 1.258e-03 1.883e-09 2.134e-04 8.234e-10 7.400e-05 5.096e-10 2.779e-10 7.772e-10 2.151e-10 1.612e-10 2.742e-10 1.470e-10 1.779e-10 2.277e-10 1.129e-10 1.381e-10 1.155e-10 4.444e-10 1.057e-10 1.095e-10 1.515e-04 1.100e-10 9.914e-11 9.904e-11 1.011e-10 9.914e-11 1.010e-10 9.920e-11 9.937e-11 9.926e-11 9.930e-11 1.003e-10 9.936e-11 9.892e-11 9.897e-11 9.892e-11 9.993e-11 9.893e-11 9.895e-11 9.892e-11 9.893e-11 9.892e-11 9.901e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 1.012e-10 9.892e-11 9.892e-11 9.892e-11 9.893e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 9.892e-11 1.149e-09 +94 EP 55 1.064e-10 1.067e-10 3.455e-10 1.414e-10 4.344e-10 3.753e-01 3.646e-01 2.432e-01 6.908e-03 8.936e-03 7.001e-04 2.858e-09 1.143e-09 2.614e-10 4.837e-10 5.491e-05 1.679e-10 2.291e-10 1.253e-10 2.505e-04 1.868e-10 1.438e-10 1.131e-10 2.597e-09 1.108e-10 1.099e-10 1.075e-10 1.083e-10 1.073e-10 1.071e-10 3.277e-10 1.076e-10 1.065e-10 1.070e-10 1.064e-10 1.064e-10 1.067e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.064e-10 1.125e-10 +94 EP 56 8.877e-11 8.877e-11 8.877e-11 8.878e-11 8.890e-11 9.009e-11 1.829e-10 2.574e-10 4.796e-10 3.949e-10 1.759e-10 1.081e-04 3.038e-04 4.464e-10 1.502e-09 7.213e-05 8.009e-04 5.449e-10 5.464e-10 7.159e-04 2.916e-09 1.172e-02 3.475e-02 8.675e-01 8.115e-02 7.723e-09 7.944e-06 1.787e-04 1.657e-09 1.496e-03 4.031e-09 1.423e-09 8.417e-10 4.178e-09 5.480e-04 1.006e-09 1.593e-09 6.610e-10 1.395e-09 6.520e-05 1.158e-10 1.513e-10 9.513e-05 2.092e-10 1.161e-10 2.518e-10 9.453e-11 9.534e-11 1.165e-10 1.003e-10 9.546e-11 9.160e-11 9.625e-11 9.223e-11 8.943e-11 9.945e-11 9.925e-11 1.084e-10 2.481e-10 8.999e-11 8.902e-11 8.891e-11 1.041e-10 8.885e-11 8.984e-11 8.883e-11 3.105e-10 8.926e-11 8.883e-11 8.889e-11 8.879e-11 9.004e-11 8.877e-11 8.877e-11 8.935e-11 8.877e-11 8.877e-11 8.879e-11 8.880e-11 8.877e-11 8.878e-11 8.877e-11 8.877e-11 8.877e-11 8.877e-11 8.877e-11 8.877e-11 8.877e-11 8.877e-11 8.877e-11 4.885e-04 +94 TP 1 4.251e-01 1.372e-02 3.147e-03 1.326e-03 1.334e-02 4.795e-03 1.404e-03 1.014e-02 2.753e-04 2.543e-03 1.841e-03 1.611e-03 9.166e-03 5.920e-03 2.495e-03 1.226e-02 1.621e-03 4.062e-02 4.689e-02 2.354e-04 6.065e-02 2.646e-03 5.365e-03 2.317e-03 8.136e-03 1.622e-09 2.791e-09 1.749e-03 1.002e-02 6.521e-04 3.013e-03 6.718e-06 2.395e-02 7.745e-11 6.274e-03 8.131e-04 1.063e-02 2.001e-03 1.147e-02 4.139e-03 9.280e-04 5.217e-03 2.955e-03 1.406e-03 6.075e-04 6.669e-02 6.748e-03 7.262e-04 2.236e-04 4.270e-07 3.103e-03 8.337e-03 9.385e-04 1.458e-01 2.910e-10 4.033e-03 +94 TP 2 1.945e-09 4.029e-01 6.329e-03 3.005e-03 3.410e-03 1.049e-02 8.599e-04 1.245e-02 7.019e-04 3.151e-03 1.590e-03 1.240e-03 2.835e-03 3.445e-03 9.170e-04 7.919e-03 3.538e-03 2.593e-02 1.084e-01 5.605e-04 9.936e-04 1.117e-03 4.863e-03 5.147e-03 4.916e-10 1.334e-09 2.253e-03 3.492e-03 3.461e-02 2.351e-03 1.169e-01 8.619e-10 7.711e-03 8.514e-11 2.747e-03 1.472e-03 1.273e-01 3.601e-03 2.141e-02 4.721e-03 1.440e-03 2.041e-03 3.744e-03 6.152e-04 1.277e-03 1.729e-02 2.164e-09 1.645e-03 4.030e-04 7.443e-04 1.092e-03 6.974e-03 2.645e-03 1.625e-02 1.457e-10 3.392e-03 +94 TP 3 2.490e-09 1.192e-03 1.719e-01 3.402e-02 1.332e-03 1.478e-04 2.040e-02 5.322e-05 1.025e-02 8.099e-04 3.147e-02 9.593e-02 2.268e-04 2.009e-01 4.275e-02 1.472e-03 3.048e-02 1.990e-03 5.403e-07 2.604e-03 8.863e-04 3.341e-02 7.886e-04 1.210e-03 4.023e-09 1.414e-04 3.629e-09 4.331e-02 3.247e-05 8.695e-02 2.074e-03 1.746e-10 2.853e-09 1.008e-10 1.096e-03 1.961e-04 6.021e-09 6.775e-02 1.098e-03 4.749e-10 2.606e-02 9.769e-05 1.565e-09 6.078e-05 4.258e-02 1.837e-09 1.130e-06 2.379e-02 1.001e-04 1.086e-06 2.623e-09 3.916e-03 1.640e-02 3.740e-10 1.385e-10 6.956e-05 +94 TP 4 4.838e-10 8.190e-04 4.586e-07 4.016e-01 3.968e-10 9.672e-03 1.615e-02 3.437e-10 8.749e-03 1.747e-03 3.220e-02 9.154e-03 6.998e-04 1.500e-09 2.119e-02 9.764e-04 3.106e-02 5.304e-04 1.281e-09 2.253e-10 4.452e-04 3.813e-02 1.238e-09 1.194e-04 5.731e-04 9.093e-11 1.641e-10 6.152e-02 2.819e-04 4.887e-09 4.403e-03 1.025e-10 6.849e-04 5.548e-11 8.737e-10 1.940e-03 4.672e-10 2.027e-01 2.695e-10 1.655e-10 2.215e-02 4.297e-04 6.344e-04 6.049e-05 1.064e-01 1.586e-03 3.419e-03 2.911e-03 5.722e-11 1.186e-09 1.362e-03 5.752e-04 1.188e-02 2.624e-10 6.867e-11 3.220e-03 +94 TP 5 3.537e-03 1.966e-03 1.449e-03 4.046e-04 4.353e-01 5.979e-04 1.682e-10 1.598e-03 2.986e-11 5.514e-04 1.683e-04 2.202e-04 1.152e-02 6.797e-04 1.218e-04 6.104e-02 8.439e-11 1.243e-02 2.306e-03 7.935e-05 2.860e-03 1.470e-04 1.250e-03 9.641e-04 1.172e-02 2.926e-02 8.669e-03 3.495e-04 2.082e-03 6.792e-04 1.048e-03 1.179e-01 8.469e-03 5.256e-04 9.152e-04 1.156e-04 2.682e-03 2.985e-04 2.076e-03 8.021e-03 4.451e-04 1.715e-01 3.692e-04 6.824e-02 1.908e-09 1.554e-03 3.013e-04 1.732e-04 1.465e-02 5.314e-05 6.381e-04 1.179e-03 8.734e-05 5.964e-03 5.627e-08 8.626e-04 +94 TP 6 1.038e-02 4.161e-02 6.748e-04 1.393e-09 8.122e-03 9.941e-02 4.110e-10 1.354e-09 5.049e-09 2.790e-09 3.163e-10 8.704e-10 8.999e-03 4.990e-03 3.359e-06 1.125e-02 2.101e-09 2.874e-02 2.095e-02 5.951e-04 1.474e-02 1.191e-09 6.020e-09 1.314e-09 3.811e-03 3.176e-10 3.040e-03 1.672e-09 4.168e-02 2.517e-09 8.127e-02 4.027e-10 1.491e-02 6.916e-11 1.675e-01 9.881e-04 8.474e-03 1.618e-09 1.095e-09 2.868e-03 1.058e-09 1.890e-03 1.266e-09 1.024e-03 3.173e-09 2.864e-02 1.693e-01 6.862e-10 7.301e-11 6.462e-04 8.488e-02 1.332e-01 8.681e-10 5.446e-03 1.053e-10 1.177e-09 +94 TP 7 9.943e-05 4.836e-05 7.917e-11 1.236e-03 1.638e-05 2.049e-03 4.407e-01 5.001e-11 3.044e-02 3.237e-04 5.550e-02 1.764e-03 2.391e-04 2.100e-10 4.423e-03 1.323e-04 1.317e-02 1.746e-04 1.415e-04 5.422e-04 1.132e-04 1.967e-02 9.793e-11 6.922e-04 1.110e-10 2.973e-11 2.329e-11 4.479e-03 3.096e-10 1.996e-03 6.838e-04 1.893e-11 2.233e-04 1.551e-11 2.111e-10 5.270e-04 4.266e-05 4.387e-10 4.898e-11 9.337e-11 1.700e-01 1.572e-11 6.170e-10 1.560e-11 7.286e-03 2.618e-04 1.238e-03 4.039e-10 1.551e-11 1.695e-02 8.815e-05 4.047e-04 2.236e-01 2.698e-11 1.887e-11 7.719e-04 +94 TP 8 4.465e-09 4.785e-03 5.821e-02 1.935e-02 5.125e-09 6.055e-02 1.137e-02 1.531e-01 3.715e-03 6.359e-02 1.774e-02 1.295e-02 3.445e-04 5.303e-02 2.645e-02 3.237e-03 7.607e-03 6.550e-03 2.141e-03 1.827e-03 2.275e-03 1.840e-02 1.522e-01 4.216e-02 4.591e-04 4.012e-10 1.019e-09 2.335e-02 9.802e-03 2.396e-02 4.157e-03 2.519e-10 1.634e-03 1.059e-10 1.178e-02 1.413e-02 4.915e-03 2.595e-02 1.223e-04 1.170e-03 8.921e-03 2.850e-10 2.952e-02 9.672e-05 1.624e-02 5.268e-03 1.041e-02 8.476e-03 1.074e-10 3.866e-09 3.548e-09 8.660e-03 4.224e-03 1.375e-09 1.464e-10 6.511e-02 +94 TP 9 5.195e-10 1.293e-05 5.726e-11 9.921e-04 2.740e-05 8.030e-04 4.525e-02 4.881e-11 6.189e-01 6.736e-05 4.982e-03 1.243e-03 1.053e-05 1.183e-10 2.298e-03 1.337e-04 5.789e-02 3.001e-05 1.790e-04 8.443e-04 7.071e-05 2.746e-03 8.511e-11 6.263e-04 4.024e-05 2.625e-11 2.950e-11 1.832e-03 1.311e-05 1.385e-03 3.904e-04 2.892e-11 5.798e-05 2.173e-11 3.708e-10 4.446e-04 2.175e-10 1.443e-10 3.299e-11 7.601e-05 1.649e-02 2.181e-11 4.224e-04 2.180e-11 4.691e-03 2.315e-04 7.170e-04 1.036e-09 2.174e-11 9.712e-03 3.121e-04 4.508e-10 2.255e-01 3.504e-11 2.654e-11 6.219e-04 +94 TP 10 6.772e-10 2.462e-03 1.812e-02 4.042e-03 2.312e-03 1.117e-01 3.003e-03 2.138e-02 1.626e-03 4.110e-01 3.566e-03 2.756e-03 3.846e-04 1.053e-02 7.480e-03 1.881e-03 5.834e-03 8.169e-03 1.848e-03 3.304e-05 8.069e-05 4.740e-03 1.201e-01 1.422e-02 3.081e-08 3.035e-10 5.019e-10 6.816e-03 1.795e-03 8.740e-03 1.592e-02 2.841e-10 3.900e-03 9.919e-11 4.292e-09 4.934e-03 2.746e-04 7.200e-03 4.464e-09 2.271e-08 3.228e-03 5.670e-04 2.550e-05 1.075e-09 3.205e-03 6.189e-03 1.362e-02 2.334e-03 1.021e-10 5.660e-04 8.679e-02 4.419e-03 2.674e-03 7.729e-09 1.365e-10 6.950e-02 +94 TP 11 3.444e-10 2.717e-04 1.160e-10 6.477e-03 2.430e-04 4.618e-03 9.434e-02 9.124e-11 4.053e-03 8.287e-04 3.362e-01 4.812e-03 1.853e-04 7.606e-09 8.671e-03 3.247e-04 2.159e-02 7.307e-04 7.792e-05 1.029e-04 9.141e-05 1.568e-01 2.388e-04 1.106e-03 1.263e-10 3.451e-11 4.180e-11 2.948e-02 1.589e-05 5.957e-03 2.074e-03 3.063e-11 3.505e-04 2.561e-11 4.297e-04 2.354e-03 1.299e-10 7.189e-10 2.741e-10 9.676e-11 2.047e-01 1.106e-04 9.543e-08 2.981e-11 1.474e-02 8.402e-04 3.502e-03 1.162e-08 2.569e-11 4.800e-02 3.911e-04 4.438e-04 4.236e-02 5.730e-11 3.340e-11 2.563e-03 +94 TP 12 3.242e-04 3.175e-03 1.438e-02 2.506e-03 7.238e-04 2.929e-02 5.554e-03 1.852e-09 2.013e-03 6.451e-03 6.676e-03 3.288e-01 1.433e-03 1.253e-01 1.113e-01 2.028e-03 1.186e-02 5.414e-03 8.235e-04 5.546e-10 1.233e-03 4.514e-03 1.107e-09 3.276e-02 3.102e-10 6.574e-05 2.811e-10 9.781e-03 8.718e-04 7.806e-02 9.326e-03 1.108e-10 1.314e-03 7.955e-11 1.088e-03 1.167e-01 1.237e-05 1.922e-02 4.463e-04 5.577e-10 6.120e-03 5.194e-04 1.105e-09 2.933e-04 2.040e-02 5.787e-03 1.142e-02 1.276e-03 1.729e-10 3.118e-04 4.276e-03 4.703e-03 4.497e-03 2.179e-10 1.078e-10 6.942e-03 +94 TP 13 1.372e-09 5.672e-10 7.140e-10 1.850e-04 2.981e-02 2.883e-09 3.777e-04 7.427e-10 5.127e-09 4.034e-10 6.058e-10 3.974e-04 4.157e-01 2.504e-09 1.793e-03 2.322e-02 2.372e-03 7.928e-02 1.745e-03 7.988e-06 1.677e-03 4.898e-04 6.054e-10 1.374e-09 1.041e-01 2.923e-01 4.214e-03 2.072e-09 6.725e-10 5.289e-10 6.162e-04 1.147e-09 1.731e-02 7.506e-11 4.871e-10 2.860e-10 1.098e-09 4.111e-04 5.655e-10 1.434e-09 6.487e-04 1.385e-02 9.645e-09 6.923e-03 4.206e-04 4.462e-09 9.003e-04 7.317e-10 7.930e-04 3.299e-10 5.124e-10 7.471e-10 4.308e-04 6.920e-09 3.133e-10 8.918e-06 +94 TP 14 6.950e-04 1.493e-03 5.682e-03 1.165e-01 3.875e-05 2.900e-09 4.764e-02 1.124e-08 1.571e-02 3.870e-03 6.397e-02 1.906e-02 8.415e-06 1.268e-01 1.868e-02 1.493e-04 6.249e-02 2.504e-09 1.053e-09 3.727e-03 6.135e-04 8.543e-02 1.266e-04 5.270e-03 8.482e-10 1.618e-10 2.492e-10 8.676e-02 1.410e-03 6.165e-09 2.419e-07 1.034e-09 9.723e-04 7.782e-11 9.836e-04 7.472e-03 2.503e-04 1.517e-01 5.913e-10 4.440e-10 3.509e-02 1.556e-10 3.783e-09 2.980e-10 8.405e-02 6.384e-04 2.206e-03 8.385e-03 8.188e-11 1.031e-02 1.188e-03 6.308e-04 2.999e-02 6.718e-10 1.018e-10 3.544e-05 +94 TP 15 2.707e-09 9.314e-03 1.081e-09 6.460e-10 2.784e-03 1.718e-01 9.461e-10 4.704e-09 6.567e-09 7.320e-02 9.174e-10 4.602e-09 2.036e-03 2.201e-09 1.320e-01 4.527e-03 9.106e-09 1.253e-02 6.596e-03 7.746e-04 1.807e-03 1.323e-09 9.100e-10 7.665e-02 5.988e-10 3.210e-10 7.388e-09 9.161e-10 1.531e-02 9.909e-10 4.173e-02 1.323e-10 5.701e-03 6.148e-11 1.303e-02 8.878e-03 4.255e-03 1.673e-09 1.470e-03 2.923e-04 6.462e-10 1.135e-03 1.555e-01 1.163e-04 8.211e-08 1.844e-02 4.555e-02 1.098e-09 7.093e-11 1.704e-08 2.947e-02 2.559e-02 9.719e-10 6.641e-10 8.571e-11 1.395e-01 +94 TP 16 8.355e-10 3.212e-10 2.301e-04 2.044e-10 2.397e-01 4.268e-10 1.399e-09 6.192e-09 2.128e-10 2.708e-10 1.076e-09 1.805e-07 1.168e-09 5.831e-10 5.504e-04 3.780e-01 7.259e-06 1.124e-02 1.682e-04 6.860e-11 1.359e-04 4.927e-10 1.135e-08 1.058e-09 1.791e-09 1.335e-05 6.256e-10 1.845e-04 5.321e-10 2.380e-10 3.836e-04 2.258e-01 1.116e-03 2.450e-04 3.399e-10 2.655e-10 3.309e-10 1.556e-04 1.574e-10 6.254e-04 7.544e-04 9.384e-02 9.975e-10 4.013e-02 2.130e-04 1.511e-05 3.568e-04 1.957e-10 6.178e-03 3.446e-10 7.824e-06 4.648e-10 1.463e-09 9.089e-10 2.968e-10 1.044e-09 +94 TP 17 6.807e-09 1.878e-03 4.018e-10 3.019e-02 3.997e-04 3.253e-03 7.285e-09 2.883e-10 1.213e-01 5.124e-03 1.940e-02 8.992e-03 2.845e-10 2.508e-03 2.202e-02 1.673e-04 3.958e-01 1.515e-03 1.217e-03 4.844e-03 5.394e-04 7.169e-02 4.991e-10 4.429e-03 1.993e-10 7.526e-11 7.017e-11 6.650e-02 1.301e-03 1.129e-02 1.916e-03 4.911e-11 8.093e-04 4.002e-11 8.712e-04 4.568e-03 6.518e-04 1.426e-09 2.531e-10 1.680e-10 1.624e-09 5.805e-11 2.109e-03 4.447e-11 3.772e-02 1.284e-03 1.460e-03 1.676e-06 4.014e-11 1.082e-01 2.432e-03 2.115e-03 5.796e-02 1.088e-10 4.944e-11 3.491e-03 +94 TP 18 3.941e-10 5.407e-10 9.986e-10 5.084e-10 1.598e-01 1.334e-03 1.234e-10 5.120e-10 2.047e-10 3.685e-04 2.486e-10 1.186e-09 4.707e-02 4.398e-10 2.795e-09 2.779e-01 2.131e-10 6.306e-02 1.258e-04 1.128e-10 1.740e-09 3.433e-10 4.328e-10 7.669e-10 3.346e-01 8.409e-10 6.851e-10 1.987e-10 9.282e-10 7.415e-10 2.317e-03 8.988e-10 2.360e-09 1.118e-10 2.508e-10 1.846e-10 7.641e-10 8.534e-10 2.637e-10 5.184e-10 1.388e-10 7.508e-02 3.429e-10 3.186e-02 3.735e-04 9.266e-10 4.846e-09 4.385e-10 6.091e-03 5.236e-10 2.456e-10 7.493e-10 1.265e-10 6.139e-10 2.126e-10 1.224e-08 +94 TP 19 1.079e-01 4.938e-02 1.169e-09 3.826e-04 8.281e-03 2.738e-09 9.584e-04 9.190e-04 2.401e-04 4.339e-05 1.575e-03 1.539e-06 1.842e-03 1.987e-09 3.043e-09 1.018e-02 4.647e-10 2.603e-02 3.885e-01 4.988e-10 1.007e-02 7.988e-04 1.254e-09 7.912e-10 2.550e-09 1.715e-09 8.473e-10 2.708e-03 2.785e-09 6.101e-04 4.213e-02 9.405e-10 1.288e-02 1.063e-10 7.527e-09 1.146e-09 2.387e-09 6.405e-04 1.005e-09 5.467e-04 8.779e-04 2.202e-03 1.400e-09 8.561e-04 4.283e-03 3.765e-02 2.719e-09 4.012e-09 4.123e-10 6.456e-10 1.562e-07 1.887e-09 1.940e-03 2.855e-01 3.388e-10 2.614e-09 +94 TP 20 7.156e-10 1.898e-03 5.321e-10 2.125e-03 5.701e-10 1.862e-02 3.917e-03 1.360e-03 4.577e-02 2.565e-04 1.368e-05 5.759e-04 5.211e-10 2.310e-09 2.553e-02 2.625e-03 3.121e-02 6.306e-03 2.936e-09 8.094e-01 3.808e-10 1.224e-09 5.115e-10 4.950e-10 5.984e-09 4.845e-10 5.463e-10 7.484e-10 8.646e-04 1.568e-03 9.667e-03 1.249e-09 3.010e-04 3.431e-10 9.224e-04 1.139e-09 1.614e-09 7.447e-10 9.730e-10 5.724e-10 8.123e-04 7.295e-04 6.103e-10 3.763e-10 1.310e-02 1.436e-03 7.258e-03 1.331e-09 3.413e-04 8.826e-03 2.355e-09 7.388e-10 4.567e-03 8.161e-10 3.861e-10 5.279e-09 +94 TP 21 1.192e-08 6.862e-03 1.832e-09 3.756e-10 1.057e-02 2.636e-09 1.599e-04 1.002e-09 5.348e-05 2.231e-09 6.863e-10 1.383e-09 3.440e-03 1.179e-09 1.210e-03 8.030e-03 1.695e-09 4.356e-02 4.323e-03 3.611e-10 4.264e-01 2.299e-09 8.388e-10 2.805e-09 2.306e-09 1.669e-03 3.354e-01 6.290e-10 1.130e-09 6.629e-10 6.037e-08 1.526e-03 1.122e-08 5.228e-05 5.930e-04 5.114e-10 5.702e-04 5.454e-10 3.727e-09 9.021e-09 2.281e-09 1.508e-08 5.612e-09 5.481e-09 6.598e-10 1.539e-01 1.337e-09 3.249e-04 3.010e-04 8.763e-10 1.216e-09 1.009e-03 1.331e-04 4.551e-09 2.711e-10 5.781e-10 +94 TP 22 1.966e-10 4.694e-04 3.746e-10 7.995e-03 1.462e-04 5.709e-03 4.810e-02 1.213e-10 5.394e-03 7.572e-04 2.037e-01 7.029e-03 3.831e-04 9.582e-10 1.620e-02 5.033e-04 5.382e-02 1.785e-03 1.689e-04 1.251e-04 1.620e-04 3.170e-01 3.269e-10 4.909e-10 2.459e-10 9.627e-11 5.287e-11 1.030e-01 4.212e-06 6.045e-03 2.485e-03 4.780e-11 3.465e-04 3.385e-11 9.069e-04 3.625e-03 1.706e-10 1.405e-09 1.503e-10 1.977e-10 6.807e-02 2.812e-04 5.687e-07 3.766e-05 2.746e-02 1.647e-03 3.897e-03 5.095e-05 3.436e-11 8.196e-02 1.343e-03 1.431e-03 2.553e-02 1.067e-10 4.355e-11 2.459e-03 +94 TP 23 7.513e-04 2.589e-03 1.148e-01 4.157e-02 1.691e-04 3.097e-06 1.484e-02 7.051e-03 6.077e-03 4.713e-03 2.447e-02 3.190e-02 2.502e-04 8.204e-02 6.975e-02 5.222e-07 1.377e-02 9.284e-09 8.128e-10 2.219e-03 1.350e-04 3.004e-02 1.030e-01 1.078e-01 7.673e-10 2.681e-10 2.631e-09 3.185e-02 6.842e-03 3.773e-02 2.283e-09 2.325e-10 5.186e-03 1.088e-10 2.905e-03 3.342e-02 4.776e-03 3.986e-02 3.080e-03 2.395e-09 2.135e-02 5.325e-10 8.458e-02 1.307e-04 2.286e-02 2.293e-03 1.165e-02 1.261e-02 1.245e-10 3.841e-03 4.543e-03 3.599e-09 1.232e-02 2.329e-04 1.478e-10 9.832e-09 +94 TP 24 1.198e-09 4.439e-03 1.481e-01 1.501e-02 1.442e-03 3.199e-02 8.021e-03 6.795e-10 3.975e-03 1.294e-02 1.235e-02 8.547e-03 2.066e-03 4.708e-02 6.190e-02 1.693e-03 1.354e-02 5.561e-03 6.938e-04 8.293e-04 1.040e-03 1.280e-02 3.292e-09 3.287e-01 2.383e-10 1.649e-10 2.482e-10 1.414e-02 1.044e-09 2.390e-02 1.067e-02 1.056e-10 1.536e-03 8.026e-11 3.368e-04 3.546e-02 1.258e-07 2.424e-02 5.565e-10 2.859e-10 8.133e-03 2.474e-04 8.081e-02 1.111e-04 1.297e-02 2.591e-03 1.272e-02 6.688e-03 8.096e-11 1.057e-08 4.288e-03 5.242e-03 6.350e-03 5.310e-09 1.132e-10 2.685e-02 +94 TP 25 8.088e-03 4.718e-03 2.922e-03 3.003e-04 6.738e-02 1.688e-03 2.820e-04 4.196e-03 4.177e-10 1.188e-03 9.706e-04 3.349e-04 4.344e-02 3.479e-03 4.880e-04 8.894e-02 2.665e-04 1.136e-02 3.527e-03 7.061e-11 6.037e-03 1.146e-03 4.542e-03 2.173e-03 4.492e-01 1.552e-01 1.112e-02 9.368e-04 3.675e-03 3.800e-04 5.181e-03 1.067e-02 7.889e-03 1.358e-04 1.811e-03 7.768e-04 4.456e-03 1.522e-03 4.216e-03 8.722e-03 5.367e-04 3.340e-02 1.052e-03 1.236e-02 3.898e-04 1.228e-02 4.904e-04 2.258e-04 1.720e-03 3.977e-05 1.068e-03 2.811e-03 9.066e-04 8.078e-03 4.978e-10 1.318e-03 +94 TP 26 3.941e-02 2.359e-02 1.164e-02 4.074e-03 2.122e-02 1.072e-02 1.074e-03 2.400e-02 7.964e-04 6.148e-03 3.731e-03 2.787e-03 1.815e-08 1.346e-02 1.044e-03 1.514e-02 5.404e-04 5.819e-02 2.052e-02 3.390e-04 2.464e-02 3.919e-03 1.977e-02 1.031e-02 2.478e-09 1.015e-01 8.677e-02 4.776e-03 2.276e-02 5.017e-03 2.365e-02 1.173e-02 1.108e-01 6.294e-05 9.980e-03 3.746e-03 2.839e-02 6.590e-03 2.073e-02 1.075e-01 9.056e-04 1.615e-02 3.718e-03 4.466e-03 1.129e-03 2.473e-02 5.496e-03 8.635e-04 9.119e-04 5.563e-10 7.701e-03 1.167e-02 8.649e-04 5.378e-02 3.785e-10 6.545e-03 +94 TP 27 1.246e-01 3.209e-02 1.977e-02 7.636e-03 5.953e-03 1.613e-02 4.044e-03 2.985e-02 2.707e-04 1.047e-02 6.031e-03 5.498e-03 1.242e-02 1.540e-02 7.220e-03 1.145e-02 7.547e-04 1.589e-02 3.961e-02 7.872e-04 6.143e-09 8.449e-03 2.695e-02 1.619e-02 1.505e-03 3.639e-03 9.676e-02 6.217e-03 3.265e-02 7.579e-03 3.008e-02 2.746e-03 2.980e-02 1.932e-10 1.612e-02 3.410e-03 3.931e-02 1.477e-02 3.146e-02 2.942e-02 6.091e-03 5.788e-03 7.986e-03 6.328e-04 1.661e-03 2.223e-02 9.615e-03 3.670e-03 2.278e-10 7.375e-04 8.895e-03 1.810e-02 3.180e-03 1.388e-01 2.974e-10 9.669e-03 +94 TP 28 2.186e-10 7.373e-04 6.964e-10 9.857e-04 4.591e-04 6.705e-03 3.019e-02 7.556e-10 1.007e-02 2.274e-04 8.127e-02 5.667e-03 4.327e-04 9.714e-09 1.042e-02 4.006e-04 8.418e-02 1.309e-03 4.950e-10 9.612e-04 2.704e-04 1.512e-01 3.797e-10 2.004e-03 1.806e-10 3.307e-10 7.282e-11 3.863e-01 2.086e-06 5.534e-03 2.017e-03 1.043e-09 1.020e-03 4.059e-11 5.662e-10 1.585e-03 1.928e-10 3.297e-03 1.552e-10 4.088e-10 4.260e-02 1.247e-04 3.179e-07 4.245e-05 2.139e-02 8.195e-04 1.372e-03 1.963e-09 4.084e-11 1.147e-01 2.214e-04 2.205e-03 2.677e-02 1.801e-10 5.535e-11 2.475e-03 +94 TP 29 6.258e-03 1.286e-02 9.954e-03 6.057e-03 3.454e-03 2.752e-02 4.336e-03 4.907e-02 1.718e-03 9.059e-03 6.960e-03 8.369e-03 1.487e-03 1.417e-02 1.009e-02 5.480e-03 2.530e-03 1.304e-02 6.151e-03 1.743e-03 2.307e-03 4.868e-03 2.050e-02 1.050e-02 1.074e-08 1.229e-09 2.180e-08 7.347e-03 3.427e-01 5.151e-03 2.157e-02 3.672e-10 4.344e-03 9.193e-11 1.244e-02 3.854e-03 1.103e-02 7.030e-03 1.411e-01 2.391e-09 4.165e-03 7.576e-05 1.153e-02 4.495e-09 5.144e-03 1.186e-02 1.032e-01 2.332e-03 1.489e-04 1.643e-03 1.117e-02 4.265e-02 2.033e-03 1.093e-03 1.716e-10 7.937e-03 +94 TP 30 5.247e-10 2.871e-03 3.399e-08 2.033e-09 1.109e-03 2.264e-02 1.084e-04 4.646e-09 2.609e-03 6.802e-03 1.169e-09 1.501e-01 1.507e-03 2.042e-01 9.274e-02 1.542e-03 7.569e-03 5.552e-03 1.340e-03 1.976e-05 2.061e-04 1.701e-09 1.875e-09 1.840e-02 3.720e-10 1.334e-10 2.608e-10 1.177e-09 8.062e-04 3.258e-01 1.131e-02 1.354e-10 1.905e-03 6.980e-11 3.770e-03 4.249e-02 1.137e-09 1.997e-03 5.320e-10 2.930e-10 2.325e-03 3.278e-05 1.041e-06 1.032e-10 5.570e-09 4.836e-03 1.090e-02 5.260e-02 7.266e-11 1.090e-09 4.268e-03 2.608e-03 1.773e-03 2.700e-10 1.428e-10 1.330e-02 +94 TP 31 2.456e-01 1.635e-09 4.059e-10 1.684e-09 3.066e-02 3.491e-03 3.584e-10 9.156e-10 2.266e-10 6.240e-10 3.308e-10 7.056e-10 4.223e-02 1.369e-09 3.468e-03 3.800e-02 6.863e-10 9.795e-02 4.879e-02 5.731e-04 1.220e-01 1.339e-09 1.090e-09 6.077e-10 1.382e-02 1.204e-03 7.852e-10 4.054e-09 1.500e-09 9.811e-09 6.262e-02 4.957e-03 8.031e-02 8.441e-11 2.077e-09 4.779e-10 4.286e-09 1.011e-03 8.528e-10 1.118e-02 1.984e-10 1.006e-02 4.395e-10 2.884e-03 6.986e-04 1.781e-01 5.264e-09 3.454e-06 7.954e-05 6.496e-10 3.211e-04 6.250e-10 2.912e-10 8.344e-10 3.147e-10 7.725e-10 +94 TP 32 2.460e-02 1.125e-02 8.985e-03 3.841e-03 2.220e-09 2.759e-03 1.606e-03 1.439e-02 2.988e-04 3.902e-03 1.755e-03 1.140e-03 5.732e-02 9.245e-03 1.701e-03 1.804e-02 7.199e-04 5.837e-02 1.167e-02 5.381e-05 1.617e-02 1.918e-03 8.970e-03 5.493e-03 1.598e-01 1.623e-01 4.270e-02 3.147e-03 1.209e-02 1.832e-03 1.176e-02 1.180e-01 4.106e-02 4.041e-10 9.830e-03 7.262e-04 1.628e-02 3.532e-03 1.231e-02 4.884e-02 6.480e-04 1.116e-02 3.062e-03 6.006e-03 7.497e-04 1.466e-02 5.317e-03 1.711e-03 2.033e-03 2.833e-10 4.053e-03 5.907e-03 7.722e-04 3.116e-02 3.803e-09 4.313e-03 +94 TP 33 9.228e-03 3.980e-03 2.643e-03 7.982e-04 2.096e-02 1.525e-03 1.015e-03 4.768e-03 1.191e-04 1.082e-03 1.350e-03 8.052e-04 1.129e-01 3.371e-03 2.873e-03 1.586e-02 1.127e-04 9.692e-02 4.906e-03 1.305e-04 1.162e-02 8.843e-04 3.372e-03 8.056e-04 9.263e-10 2.233e-02 4.043e-02 1.346e-03 3.417e-03 9.689e-04 5.840e-03 3.142e-03 4.325e-01 6.903e-11 2.842e-04 6.717e-04 6.981e-03 1.613e-03 5.974e-03 1.316e-01 1.383e-03 1.163e-02 1.226e-03 1.454e-03 6.504e-04 2.414e-09 2.017e-03 5.213e-04 6.432e-09 1.977e-09 1.776e-03 2.417e-03 6.643e-04 1.513e-02 1.447e-10 1.943e-03 +94 TP 34 2.003e-10 9.632e-11 9.619e-11 9.616e-11 6.137e-10 1.256e-09 9.362e-11 9.814e-11 9.363e-11 9.566e-11 9.396e-11 9.419e-11 7.463e-05 1.266e-10 1.014e-10 9.247e-04 9.385e-11 1.970e-10 1.326e-04 9.368e-05 1.306e-04 9.371e-11 1.000e-10 4.351e-05 4.458e-10 4.727e-04 6.701e-05 9.396e-11 9.742e-11 9.588e-05 2.111e-04 8.054e-04 6.926e-05 7.355e-01 3.435e-10 9.716e-11 9.300e-05 9.409e-11 1.019e-10 1.073e-10 9.364e-11 1.752e-03 9.397e-11 2.747e-02 1.213e-10 3.593e-05 1.366e-10 9.059e-05 2.162e-01 9.389e-11 9.430e-11 9.895e-11 9.362e-11 1.687e-10 1.573e-02 9.839e-11 +94 TP 35 2.729e-03 1.412e-02 7.613e-03 4.920e-03 2.878e-03 1.642e-02 3.565e-03 1.318e-01 6.227e-04 3.461e-03 3.641e-03 3.399e-03 1.841e-03 8.780e-03 7.579e-03 7.206e-03 6.804e-03 1.235e-02 7.452e-03 1.432e-04 2.218e-03 2.085e-03 2.537e-02 8.333e-03 7.614e-10 7.637e-10 4.949e-04 2.818e-03 1.196e-02 5.157e-03 3.591e-02 2.302e-10 6.059e-03 9.484e-11 3.999e-01 5.027e-03 3.406e-09 5.266e-03 9.115e-03 9.308e-04 1.162e-03 1.654e-03 8.411e-03 5.106e-04 3.470e-03 1.300e-02 6.416e-02 3.452e-03 9.727e-11 3.151e-03 4.242e-02 7.018e-02 7.556e-04 2.364e-03 1.384e-10 1.730e-02 +94 TP 36 4.905e-08 3.661e-03 2.486e-01 1.797e-09 6.394e-04 3.347e-02 9.414e-04 2.586e-08 1.749e-03 1.025e-02 1.283e-08 8.319e-09 7.341e-05 3.749e-09 1.681e-01 1.796e-03 3.302e-05 7.495e-03 2.106e-03 5.152e-10 1.769e-03 1.797e-09 2.017e-09 1.253e-01 7.973e-10 2.431e-10 7.547e-09 1.354e-09 1.416e-03 1.741e-06 1.405e-02 3.762e-10 3.101e-03 1.194e-10 2.789e-03 3.316e-01 1.570e-09 2.487e-09 1.172e-04 4.905e-10 2.251e-09 1.785e-04 6.007e-09 7.072e-04 3.325e-03 7.316e-03 1.301e-02 4.716e-05 1.216e-10 2.063e-09 4.760e-03 1.010e-03 2.281e-03 7.392e-10 1.607e-10 8.279e-03 +94 TP 37 1.144e-02 7.181e-02 7.084e-03 5.078e-03 4.771e-03 1.758e-02 2.559e-03 2.379e-02 1.569e-03 5.296e-03 4.550e-03 4.025e-03 2.466e-03 1.253e-02 6.103e-03 6.006e-03 3.734e-03 1.710e-02 1.837e-02 6.721e-04 8.842e-03 6.178e-03 1.500e-02 6.709e-03 8.348e-10 3.122e-10 7.489e-09 2.056e-03 1.207e-01 5.644e-03 5.495e-02 2.571e-10 5.969e-03 1.171e-10 1.269e-02 3.485e-03 3.823e-01 9.551e-03 5.362e-02 2.105e-03 2.581e-03 2.196e-03 6.943e-03 4.750e-04 4.853e-03 1.943e-02 2.531e-08 1.155e-03 9.184e-05 6.148e-04 8.997e-03 2.496e-02 2.421e-03 2.571e-09 1.506e-10 8.987e-03 +94 TP 38 6.914e-04 1.411e-03 6.773e-09 8.061e-02 1.925e-04 1.002e-02 2.717e-02 4.387e-10 9.343e-03 2.989e-03 4.857e-02 1.168e-02 3.223e-04 7.984e-10 2.026e-02 1.230e-03 4.127e-02 3.153e-03 1.360e-03 1.386e-03 9.649e-04 6.949e-02 6.238e-10 4.355e-03 1.973e-10 8.250e-11 1.149e-10 1.455e-01 2.401e-10 1.850e-02 2.065e-03 7.934e-11 4.611e-04 4.875e-11 9.807e-04 8.473e-03 2.504e-10 3.487e-01 7.196e-06 1.819e-10 3.020e-02 1.838e-04 5.499e-04 8.822e-11 6.896e-02 2.223e-03 6.779e-03 6.769e-10 4.889e-11 6.183e-04 1.467e-03 1.668e-03 2.217e-02 9.613e-11 6.560e-11 4.120e-03 +94 TP 39 1.808e-04 6.296e-03 3.813e-02 1.543e-02 2.405e-06 5.462e-02 8.404e-03 1.669e-01 3.416e-03 2.374e-02 1.533e-02 1.543e-02 4.869e-09 4.081e-02 1.621e-02 6.211e-09 1.187e-02 1.076e-08 8.928e-04 1.517e-03 1.725e-09 1.491e-02 6.572e-02 3.946e-02 1.201e-03 1.005e-09 1.109e-03 1.408e-02 5.599e-03 1.793e-02 1.041e-08 2.024e-04 2.088e-03 1.321e-10 9.842e-02 1.268e-02 3.048e-08 2.592e-02 1.325e-01 5.433e-03 8.398e-03 3.483e-04 2.924e-02 3.492e-10 1.019e-02 3.794e-09 8.866e-03 6.554e-03 1.472e-10 3.443e-09 3.857e-02 3.865e-09 4.263e-03 1.032e-08 2.654e-10 3.716e-02 +94 TP 40 1.063e-02 1.356e-02 5.685e-03 1.504e-03 1.370e-02 6.033e-03 7.890e-04 1.048e-02 5.376e-04 3.797e-03 1.918e-03 2.090e-03 2.491e-02 6.095e-03 2.443e-03 1.705e-02 8.676e-04 5.313e-02 1.549e-02 9.661e-05 3.590e-02 2.637e-03 9.681e-03 4.256e-03 2.701e-03 1.262e-09 1.610e-01 2.724e-03 1.254e-02 2.494e-03 2.021e-02 2.067e-03 8.353e-02 7.382e-11 8.663e-03 1.380e-03 1.161e-02 2.905e-03 9.984e-03 3.683e-01 1.894e-03 4.732e-03 2.670e-03 1.216e-03 1.282e-03 1.515e-07 5.994e-03 1.911e-03 2.928e-04 2.802e-09 2.313e-03 6.234e-03 6.695e-04 3.515e-02 2.694e-04 2.042e-03 +94 TP 41 4.330e-05 4.490e-04 1.077e-10 4.818e-03 3.608e-05 4.003e-03 2.353e-01 1.050e-10 1.658e-02 5.555e-04 1.834e-01 2.875e-03 1.365e-04 7.201e-10 6.324e-03 4.729e-04 2.583e-03 5.291e-04 2.092e-05 2.730e-04 4.207e-05 3.715e-02 1.838e-10 3.763e-04 1.248e-10 2.952e-11 5.277e-11 1.386e-02 3.275e-04 4.260e-03 1.342e-03 2.706e-11 3.282e-04 2.232e-11 3.908e-04 1.665e-03 1.255e-10 1.406e-09 4.798e-11 5.891e-11 3.673e-01 2.257e-11 3.066e-04 2.253e-11 1.235e-02 4.132e-04 1.643e-03 1.251e-06 2.232e-11 2.634e-02 2.942e-04 1.887e-04 7.190e-02 4.087e-11 2.777e-11 1.132e-03 +94 TP 42 8.979e-04 6.249e-04 4.002e-10 3.103e-04 1.721e-01 5.568e-09 5.074e-11 1.272e-03 4.034e-11 6.753e-10 1.448e-05 2.295e-04 4.557e-03 5.603e-04 1.753e-10 2.253e-02 1.727e-10 5.642e-03 8.166e-04 2.627e-05 1.186e-03 1.091e-04 7.610e-04 3.356e-04 8.250e-03 1.445e-02 3.519e-03 1.877e-04 4.879e-04 3.727e-04 6.113e-04 4.288e-02 4.095e-03 2.502e-03 3.730e-04 2.907e-04 4.650e-04 3.150e-10 3.941e-04 3.610e-03 1.332e-04 4.426e-01 1.852e-09 1.757e-01 6.445e-11 7.787e-04 5.712e-06 5.750e-11 4.485e-02 8.514e-05 4.733e-05 3.849e-04 3.104e-05 1.759e-03 3.900e-02 1.112e-04 +94 TP 43 5.720e-07 4.010e-03 6.129e-02 8.777e-03 1.632e-03 6.355e-02 4.367e-03 6.111e-09 1.843e-03 3.219e-02 4.521e-03 4.551e-03 1.635e-03 2.408e-02 1.720e-02 2.901e-03 6.582e-03 1.033e-02 2.253e-03 6.436e-04 1.749e-03 5.214e-03 1.813e-02 1.491e-01 8.420e-10 2.982e-10 4.945e-10 7.505e-03 1.830e-03 1.801e-02 1.716e-02 2.145e-10 3.451e-03 1.086e-10 4.051e-05 1.341e-02 1.067e-09 9.748e-03 1.138e-09 1.200e-09 4.950e-03 9.044e-04 3.586e-01 2.901e-10 3.764e-03 9.102e-03 2.138e-02 6.349e-03 1.105e-10 6.562e-04 8.590e-03 6.310e-03 2.573e-03 1.898e-09 1.418e-10 7.913e-02 +94 TP 44 2.820e-10 3.196e-10 1.987e-10 2.570e-10 2.538e-09 3.551e-10 3.741e-11 1.169e-10 3.667e-11 7.847e-11 4.060e-11 1.302e-10 3.597e-10 9.661e-11 7.528e-11 6.225e-03 4.186e-11 4.784e-10 2.425e-10 1.219e-10 2.373e-10 6.742e-05 2.530e-04 5.995e-11 8.587e-10 1.034e-03 6.016e-10 3.548e-08 6.124e-05 1.737e-10 1.875e-10 5.515e-03 3.133e-09 1.374e-02 6.888e-11 1.531e-10 2.162e-10 9.009e-05 8.448e-11 2.566e-10 3.997e-11 1.208e-01 3.460e-10 4.758e-01 3.317e-10 2.817e-05 1.161e-10 1.168e-10 1.822e-01 5.894e-11 9.850e-10 2.079e-10 3.728e-11 6.930e-10 1.942e-01 7.562e-11 +94 TP 45 1.989e-05 4.918e-03 4.899e-04 1.642e-02 2.013e-03 4.353e-02 7.391e-10 7.325e-04 5.482e-10 9.289e-03 7.701e-10 9.768e-02 5.056e-04 9.153e-10 1.295e-01 1.588e-03 5.687e-09 8.371e-03 3.329e-03 3.515e-04 2.038e-03 1.236e-09 5.555e-03 2.157e-02 5.568e-10 1.165e-10 1.542e-09 1.511e-09 3.238e-03 1.900e-01 1.448e-02 1.218e-10 2.638e-03 6.251e-11 2.050e-03 4.034e-02 1.086e-09 1.189e-08 3.889e-06 1.891e-10 9.534e-10 1.667e-05 9.184e-04 1.535e-10 1.720e-01 7.470e-03 2.181e-02 1.705e-01 6.364e-11 2.392e-09 3.764e-03 7.288e-03 4.719e-10 1.420e-09 8.713e-11 1.557e-02 +94 TP 46 1.579e-09 2.315e-09 5.439e-10 2.040e-10 5.773e-02 3.127e-03 9.195e-07 4.424e-10 2.527e-04 3.190e-10 1.308e-09 3.184e-10 7.578e-02 7.709e-10 1.073e-07 5.246e-02 4.362e-10 1.740e-01 7.308e-04 1.028e-03 2.946e-03 3.289e-09 4.788e-10 8.307e-10 1.005e-02 9.895e-10 1.643e-09 2.577e-10 1.043e-09 1.062e-09 2.979e-09 9.319e-03 2.214e-01 1.233e-10 2.044e-09 5.984e-10 1.083e-09 2.743e-10 1.211e-09 2.625e-01 4.031e-05 2.522e-02 1.035e-09 5.225e-03 5.961e-07 9.746e-02 8.048e-10 7.579e-10 7.239e-04 3.182e-10 1.141e-09 1.044e-09 2.733e-10 2.671e-09 2.694e-10 2.635e-10 +94 TP 47 1.477e-02 1.464e-01 4.105e-10 9.221e-10 1.050e-02 2.916e-03 2.022e-04 9.554e-10 8.468e-10 8.365e-10 1.286e-09 3.045e-10 1.375e-02 4.829e-10 4.738e-10 1.467e-02 1.027e-09 4.619e-02 5.870e-02 1.126e-04 2.459e-02 4.655e-04 6.028e-10 4.574e-10 4.098e-03 2.232e-03 7.779e-03 1.881e-07 6.279e-02 4.635e-10 1.682e-01 6.402e-10 2.853e-02 9.234e-11 7.684e-10 6.976e-10 2.191e-01 3.417e-10 8.974e-10 9.266e-03 7.835e-10 4.609e-03 4.563e-10 1.830e-03 2.069e-09 5.284e-02 1.047e-01 3.797e-10 8.168e-05 1.938e-06 2.867e-09 1.054e-09 6.200e-04 8.730e-10 1.415e-10 5.303e-10 +94 TP 48 5.573e-04 2.032e-03 3.134e-09 1.845e-01 2.697e-04 1.053e-02 8.429e-03 1.494e-09 5.440e-03 1.918e-03 1.565e-02 2.485e-02 6.057e-04 8.570e-02 3.455e-02 1.885e-03 1.757e-02 4.276e-03 6.804e-04 7.074e-04 7.921e-04 1.103e-02 5.099e-06 4.877e-03 9.277e-10 2.485e-10 1.232e-09 3.205e-02 1.084e-09 8.176e-02 5.458e-03 2.554e-05 1.530e-03 1.376e-10 1.923e-09 6.958e-03 4.814e-09 4.726e-02 9.779e-10 4.698e-10 1.478e-02 5.712e-04 3.676e-03 1.330e-04 3.524e-09 2.859e-03 5.318e-03 3.549e-01 1.420e-10 2.836e-09 1.174e-03 4.107e-03 1.367e-02 6.445e-05 2.196e-10 6.823e-03 +94 TP 49 1.753e-04 1.607e-04 5.011e-11 5.981e-11 2.240e-09 2.589e-05 4.815e-11 2.636e-04 4.812e-11 4.992e-05 4.841e-05 4.870e-11 5.388e-04 1.254e-10 6.529e-11 3.277e-03 4.990e-11 5.338e-04 1.103e-04 4.909e-11 1.023e-10 4.973e-11 1.567e-04 2.075e-04 1.093e-03 2.175e-03 6.440e-04 6.964e-11 1.794e-04 5.857e-11 2.057e-04 8.912e-03 4.963e-04 1.019e-01 3.742e-05 5.338e-11 1.989e-10 9.649e-05 1.042e-04 5.244e-04 4.884e-11 2.895e-02 6.722e-11 2.032e-01 3.166e-10 7.065e-05 1.424e-10 9.341e-05 5.385e-01 1.274e-10 2.785e-05 1.862e-10 4.816e-11 6.087e-04 1.066e-01 3.931e-05 +94 TP 50 3.748e-10 3.020e-03 9.513e-04 1.510e-01 6.348e-04 2.774e-02 5.032e-10 1.352e-09 3.557e-10 6.731e-03 5.583e-10 3.401e-02 1.047e-03 1.203e-06 5.763e-02 2.154e-04 9.111e-07 3.594e-03 5.008e-04 9.813e-09 8.074e-04 1.414e-09 5.477e-04 9.712e-03 3.269e-10 1.355e-10 1.309e-10 3.310e-02 1.407e-03 3.751e-02 7.271e-03 2.148e-10 9.564e-04 6.323e-11 1.001e-03 1.499e-02 6.238e-04 2.645e-01 1.756e-09 2.654e-10 5.229e-10 4.356e-08 6.121e-03 1.720e-10 1.651e-01 3.751e-03 1.002e-02 6.075e-03 6.351e-11 1.382e-01 2.353e-03 2.765e-03 3.737e-10 1.877e-10 8.337e-11 6.153e-03 +94 TP 51 9.037e-04 6.275e-03 4.467e-09 6.013e-04 3.702e-03 4.424e-02 1.279e-03 2.602e-01 9.796e-04 1.359e-08 2.160e-09 2.332e-03 3.471e-03 4.412e-09 9.577e-04 4.812e-03 8.022e-03 1.209e-02 7.143e-04 7.753e-04 1.589e-03 7.299e-08 9.340e-03 3.429e-03 1.287e-09 3.935e-10 7.406e-04 3.082e-08 8.656e-03 1.180e-08 3.112e-02 2.343e-10 3.330e-03 1.276e-10 1.466e-01 3.012e-03 1.298e-09 5.079e-04 2.114e-09 9.472e-10 1.355e-03 1.377e-03 7.889e-06 3.632e-09 2.658e-09 1.080e-02 5.111e-02 5.670e-10 1.290e-10 5.798e-03 3.433e-01 2.031e-02 3.529e-03 1.265e-09 1.927e-10 2.655e-03 +94 TP 52 2.243e-03 1.722e-02 5.675e-04 7.333e-10 6.298e-03 1.792e-03 1.917e-04 3.202e-09 1.004e-09 5.256e-09 2.845e-09 4.724e-09 6.556e-03 2.777e-06 1.174e-09 6.077e-03 3.341e-09 2.317e-02 1.052e-02 9.624e-05 5.287e-03 4.185e-04 3.451e-04 2.682e-09 1.023e-03 1.091e-09 1.806e-06 1.965e-09 1.130e-01 1.564e-08 6.123e-02 9.437e-10 1.092e-02 1.046e-10 5.235e-09 1.784e-07 1.824e-09 5.080e-10 2.097e-01 1.458e-03 6.174e-04 2.088e-03 1.744e-09 3.501e-10 3.725e-09 1.889e-02 1.451e-01 3.137e-08 1.313e-10 1.412e-09 1.633e-09 3.545e-01 7.133e-04 2.231e-09 1.526e-10 7.055e-09 +94 TP 53 4.419e-11 3.998e-04 4.696e-11 1.155e-03 4.671e-05 9.875e-04 2.022e-01 3.267e-11 1.354e-01 4.719e-04 1.640e-02 1.252e-03 8.162e-05 1.300e-10 1.920e-03 1.317e-05 4.031e-02 3.237e-04 3.997e-06 1.746e-04 1.036e-04 5.596e-03 4.260e-11 3.741e-04 6.699e-11 1.871e-11 1.788e-11 3.260e-03 7.193e-05 1.989e-03 1.533e-04 1.615e-11 2.158e-05 1.353e-11 3.100e-04 1.115e-03 5.843e-10 1.262e-10 2.318e-11 3.576e-10 3.689e-02 1.368e-11 3.634e-04 1.361e-11 5.050e-03 2.950e-04 4.926e-04 1.172e-10 1.353e-11 9.334e-03 3.110e-04 2.360e-04 5.322e-01 2.101e-11 1.643e-11 7.791e-04 +94 TP 54 1.928e-02 5.600e-02 2.465e-02 9.452e-03 1.301e-02 2.555e-02 4.631e-03 6.343e-02 1.004e-03 1.500e-02 8.396e-03 1.063e-02 1.064e-02 2.371e-02 1.382e-02 2.817e-03 5.465e-04 1.432e-02 9.021e-09 1.733e-03 1.383e-02 7.862e-03 3.460e-02 1.976e-02 5.566e-03 2.143e-09 8.107e-03 7.070e-03 7.482e-02 8.504e-03 1.786e-02 1.211e-03 1.952e-02 1.170e-10 3.062e-02 5.685e-03 8.425e-02 1.455e-02 5.536e-02 1.171e-02 3.683e-03 1.491e-03 1.606e-02 6.862e-04 2.123e-03 1.736e-02 1.807e-02 5.710e-03 1.409e-10 4.235e-09 1.805e-02 3.762e-02 1.464e-03 1.223e-01 5.185e-10 1.582e-02 +94 TP 55 1.207e-02 2.471e-03 1.538e-03 1.458e-04 2.827e-01 1.377e-03 1.320e-10 3.424e-03 1.094e-10 6.713e-09 1.413e-04 6.368e-04 3.179e-02 1.159e-03 7.076e-10 8.581e-02 2.321e-10 2.703e-02 4.001e-03 3.414e-04 4.107e-03 5.811e-10 2.938e-03 1.149e-03 5.353e-02 6.375e-02 1.755e-02 7.607e-08 4.563e-03 7.425e-04 3.359e-03 1.431e-01 1.704e-02 7.731e-10 3.370e-04 2.549e-04 4.779e-03 1.541e-04 5.728e-03 2.154e-02 9.972e-10 1.233e-01 9.302e-04 1.187e-08 2.690e-04 2.739e-03 6.764e-04 7.614e-10 5.067e-03 1.835e-10 1.254e-03 2.681e-04 1.212e-10 1.500e-02 5.121e-02 1.218e-09 +94 TP 56 1.371e-09 5.667e-03 1.837e-04 9.065e-10 1.773e-03 1.200e-01 1.227e-03 2.340e-09 1.245e-03 1.527e-01 3.821e-08 2.983e-03 1.747e-03 3.794e-09 1.239e-07 4.005e-03 5.273e-03 1.320e-02 1.532e-03 2.343e-04 2.298e-03 1.754e-03 2.251e-01 9.668e-10 5.258e-10 2.283e-10 4.090e-10 4.361e-09 3.020e-03 3.775e-05 2.330e-02 7.269e-09 1.657e-03 8.882e-11 9.564e-09 3.835e-04 3.321e-03 2.778e-03 2.435e-03 3.519e-08 3.634e-08 8.395e-04 1.424e-08 5.468e-05 3.402e-08 1.214e-02 2.140e-02 1.026e-09 9.073e-11 3.210e-03 2.723e-02 6.740e-03 2.889e-03 6.362e-09 1.433e-10 3.476e-01 +95 IP 1 2.801e-09 +95 IP 2 2.801e-09 +95 IP 3 4.163e-09 +95 IP 4 2.804e-09 +95 IP 5 2.801e-09 +95 IP 6 3.019e-09 +95 IP 7 2.802e-09 +95 IP 8 3.062e-03 +95 IP 9 2.801e-09 +95 IP 10 2.801e-09 +95 IP 11 2.801e-09 +95 IP 12 2.801e-09 +95 IP 13 2.843e-09 +95 IP 14 2.801e-09 +95 IP 15 2.801e-09 +95 IP 16 2.801e-03 +95 IP 17 2.801e-09 +95 IP 18 5.289e-09 +95 IP 19 2.801e-09 +95 IP 20 2.803e-09 +95 IP 21 2.801e-09 +95 IP 22 8.001e-01 +95 IP 23 2.801e-09 +95 IP 24 2.772e-03 +95 IP 25 2.801e-09 +95 IP 26 5.622e-03 +95 IP 27 2.312e-02 +95 IP 28 2.801e-09 +95 IP 29 2.801e-09 +95 IP 30 2.827e-03 +95 IP 31 2.801e-09 +95 IP 32 2.925e-09 +95 IP 33 3.557e-09 +95 IP 34 2.790e-03 +95 IP 35 2.801e-09 +95 IP 36 2.801e-09 +95 IP 37 2.801e-09 +95 IP 38 2.801e-09 +95 IP 39 1.235e-02 +95 IP 40 2.801e-09 +95 IP 41 2.802e-09 +95 IP 42 2.802e-09 +95 IP 43 2.801e-09 +95 IP 44 3.987e-09 +95 IP 45 3.284e-09 +95 IP 46 2.801e-09 +95 IP 47 4.073e-09 +95 IP 48 2.801e-09 +95 IP 49 1.379e-01 +95 IP 50 2.801e-09 +95 IP 51 2.818e-09 +95 IP 52 6.632e-03 +95 EP 1 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.313e-11 2.435e-11 2.330e-11 2.623e-11 2.441e-11 2.420e-11 2.330e-05 2.445e-11 2.742e-11 3.650e-11 3.189e-11 3.740e-11 2.633e-11 3.467e-05 9.497e-11 4.392e-11 1.313e-10 2.742e-10 7.400e-11 3.981e-10 2.163e-10 4.125e-04 1.347e-04 4.502e-04 5.477e-04 7.580e-04 2.203e-03 3.771e-03 3.960e-03 8.088e-10 2.372e-01 6.185e-01 1.319e-01 7.232e-10 1.618e-09 9.162e-10 3.376e-10 4.237e-10 2.456e-10 2.271e-10 2.247e-10 3.386e-10 1.106e-04 1.475e-10 1.044e-10 9.827e-11 1.913e-10 1.619e-10 5.196e-06 4.292e-11 4.636e-11 4.908e-11 8.655e-11 1.104e-10 2.237e-09 3.002e-11 1.149e-10 8.579e-11 3.412e-11 3.026e-11 2.534e-11 7.567e-11 3.310e-11 2.308e-11 2.561e-11 2.678e-11 3.278e-05 2.308e-11 2.308e-11 3.516e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 2.308e-11 1.952e-10 +95 EP 2 6.988e-11 6.988e-11 6.988e-11 6.989e-11 6.990e-11 7.085e-11 8.828e-11 5.745e-10 1.840e-10 2.329e-10 2.955e-10 2.041e-10 1.054e-10 2.823e-04 3.460e-10 2.841e-10 5.547e-10 6.020e-04 5.051e-09 7.959e-10 4.718e-10 5.353e-03 7.421e-02 2.849e-01 2.986e-01 1.494e-01 6.208e-02 4.936e-02 2.146e-02 2.126e-02 4.222e-03 7.336e-03 7.233e-03 4.392e-03 2.866e-03 1.827e-03 3.558e-09 7.954e-04 2.525e-10 6.382e-10 3.869e-10 2.996e-04 6.072e-04 1.743e-05 9.361e-11 1.630e-10 8.153e-11 1.044e-10 1.328e-04 8.949e-11 8.318e-11 8.522e-11 1.274e-10 7.392e-11 6.852e-05 1.372e-10 1.107e-10 7.000e-11 7.180e-11 7.406e-11 8.436e-11 6.988e-11 6.992e-11 7.369e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.989e-11 6.989e-11 7.073e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 7.309e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 6.988e-11 2.709e-03 +95 EP 3 8.152e-11 8.152e-11 8.164e-11 8.234e-11 8.613e-11 1.908e-10 1.832e-10 2.152e-10 1.182e-09 2.997e-04 4.982e-01 3.245e-01 1.310e-01 2.331e-02 1.484e-02 4.122e-08 1.510e-03 3.935e-03 7.102e-10 1.708e-08 1.321e-03 1.013e-03 6.044e-05 4.767e-10 2.974e-10 3.884e-10 1.795e-10 1.288e-10 3.767e-10 5.218e-10 2.584e-10 3.584e-10 1.237e-10 1.233e-10 1.791e-10 1.033e-10 1.116e-10 9.244e-11 1.103e-10 9.738e-11 8.461e-11 8.756e-11 8.264e-11 8.170e-11 5.598e-10 1.259e-10 8.383e-11 8.154e-11 8.236e-11 8.272e-11 8.179e-11 8.152e-11 1.106e-10 8.154e-11 8.270e-11 8.290e-11 8.154e-11 8.154e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.310e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 8.152e-11 2.870e-10 +95 EP 4 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.274e-10 1.364e-10 1.806e-10 1.741e-10 7.578e-04 4.296e-04 3.376e-09 7.514e-05 4.763e-10 2.252e-03 1.077e-09 8.736e-05 2.886e-09 6.299e-01 3.399e-01 4.202e-08 1.398e-06 5.716e-03 2.593e-03 2.138e-03 1.939e-03 7.622e-03 3.167e-03 2.114e-03 6.112e-09 7.037e-10 7.588e-10 1.327e-09 3.402e-10 1.043e-03 3.240e-08 2.137e-09 2.247e-09 2.435e-10 2.725e-10 1.845e-10 1.987e-04 1.424e-10 2.046e-10 2.775e-05 1.381e-10 1.325e-10 1.300e-10 1.500e-10 3.949e-09 1.473e-10 1.276e-10 1.412e-10 1.293e-10 1.288e-10 1.275e-10 1.274e-10 1.351e-10 1.275e-10 1.274e-10 1.275e-10 1.284e-10 1.274e-10 1.274e-10 1.384e-10 1.277e-10 1.274e-10 1.274e-10 1.274e-10 1.273e-10 1.274e-10 1.274e-10 1.274e-10 1.273e-10 1.273e-10 1.274e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.319e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 1.273e-10 6.307e-10 +95 EP 5 9.368e-11 9.368e-11 9.368e-11 9.368e-11 9.369e-11 1.006e-10 6.681e-05 1.129e-10 8.664e-10 2.350e-04 1.092e-09 5.837e-10 6.449e-10 7.691e-10 7.301e-10 1.051e-09 5.655e-10 1.185e-09 1.752e-01 4.205e-01 2.683e-01 5.511e-02 2.555e-02 1.018e-02 7.653e-03 7.097e-03 6.523e-03 6.447e-03 4.533e-03 5.223e-03 4.285e-03 7.587e-04 6.841e-10 1.268e-09 9.225e-04 7.344e-04 3.824e-04 2.104e-09 1.843e-10 2.854e-10 2.747e-10 1.260e-10 1.616e-10 4.688e-10 1.011e-10 1.075e-10 1.065e-10 1.876e-10 2.990e-10 1.014e-10 9.552e-11 1.124e-10 1.002e-10 1.056e-10 9.635e-11 9.398e-11 1.164e-10 9.387e-11 9.376e-11 9.495e-11 9.429e-11 9.369e-11 9.373e-11 1.083e-10 9.381e-11 9.369e-11 9.370e-11 9.373e-11 9.368e-11 9.369e-11 9.369e-11 9.381e-11 9.368e-11 9.368e-11 9.370e-11 9.368e-11 9.368e-11 9.368e-11 9.368e-11 9.368e-11 1.016e-10 9.368e-11 9.368e-11 9.368e-11 9.368e-11 9.368e-11 9.368e-11 9.368e-11 9.368e-11 9.368e-11 3.618e-04 +95 EP 6 7.492e-11 7.492e-11 7.493e-11 7.497e-11 7.550e-11 8.759e-11 1.117e-10 1.210e-10 7.030e-10 3.937e-09 6.761e-09 5.393e-10 9.691e-10 9.388e-03 2.946e-01 2.597e-01 2.220e-01 8.651e-02 4.944e-02 1.732e-02 2.255e-02 8.633e-03 5.622e-03 6.190e-03 5.712e-03 3.135e-03 2.632e-03 1.218e-03 8.920e-04 1.128e-09 2.744e-04 4.447e-10 6.278e-10 2.553e-10 2.898e-10 1.044e-04 1.768e-10 1.259e-04 2.905e-04 1.257e-10 1.211e-10 9.821e-11 8.675e-11 7.716e-11 7.808e-11 7.684e-11 7.527e-11 9.815e-11 7.939e-11 7.517e-11 7.495e-11 1.074e-10 7.499e-11 7.496e-11 7.493e-11 7.493e-11 7.692e-11 7.495e-11 7.492e-11 7.493e-11 7.494e-11 7.492e-11 7.492e-11 7.502e-11 7.493e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.493e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.601e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 7.492e-11 3.694e-03 +95 EP 7 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.510e-11 7.836e-11 2.501e-11 2.518e-11 2.570e-11 2.660e-11 2.589e-11 2.540e-11 2.604e-11 2.801e-11 2.585e-11 2.644e-11 2.619e-11 2.869e-11 3.070e-11 3.603e-11 3.315e-11 6.662e-11 4.013e-11 3.509e-11 7.318e-11 7.303e-05 1.676e-10 5.113e-05 3.985e-10 1.493e-04 7.016e-10 2.441e-10 6.709e-04 1.272e-03 2.119e-04 2.259e-03 1.087e-09 3.116e-03 5.515e-03 2.464e-02 7.427e-02 1.239e-01 1.398e-01 1.271e-01 1.064e-01 7.911e-02 5.622e-02 4.398e-02 2.612e-02 2.048e-02 1.348e-02 1.157e-02 8.126e-03 6.510e-03 4.832e-03 3.382e-03 2.943e-03 2.701e-03 1.828e-03 1.379e-03 8.736e-04 7.395e-04 7.035e-04 5.484e-04 1.070e-10 4.341e-04 4.343e-04 2.499e-11 2.593e-04 7.496e-05 1.705e-04 2.499e-11 2.499e-11 7.221e-05 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 2.499e-11 1.036e-01 +95 EP 8 8.209e-11 8.209e-11 8.244e-11 8.369e-11 9.666e-11 1.687e-10 2.258e-10 6.766e-10 6.647e-01 3.312e-01 3.589e-08 4.367e-09 3.089e-03 9.792e-10 1.913e-09 3.112e-09 4.057e-04 1.581e-09 8.063e-10 3.211e-04 2.883e-10 1.823e-09 3.328e-10 9.553e-10 1.692e-10 6.757e-10 1.284e-10 9.877e-05 1.354e-10 2.077e-04 9.905e-11 9.333e-11 9.086e-11 1.070e-10 9.850e-11 1.077e-10 1.138e-10 8.366e-11 8.362e-11 9.779e-11 8.393e-11 9.149e-11 8.232e-11 8.213e-11 8.539e-11 8.382e-11 8.425e-11 8.210e-11 8.212e-11 8.219e-11 8.212e-11 8.217e-11 8.280e-11 8.209e-11 8.305e-11 8.212e-11 8.210e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.210e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 8.209e-11 1.091e-10 +95 EP 9 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.653e-11 5.775e-11 7.153e-11 6.823e-11 1.734e-10 1.182e-04 6.668e-11 7.549e-11 1.386e-10 9.181e-11 7.334e-05 1.548e-10 9.868e-10 1.511e-10 5.244e-07 4.071e-08 1.010e-03 1.096e-03 5.849e-04 5.651e-09 7.266e-10 2.393e-03 7.181e-09 4.337e-08 5.521e-02 4.094e-01 4.088e-01 9.127e-02 1.408e-02 6.413e-03 5.332e-03 1.790e-03 1.107e-03 1.824e-04 1.868e-09 6.683e-10 7.399e-10 3.585e-10 1.383e-10 7.182e-06 2.392e-10 1.936e-05 1.291e-10 1.128e-04 1.185e-10 3.583e-04 8.503e-10 3.585e-05 6.873e-11 7.011e-11 3.256e-05 6.703e-11 5.575e-11 5.920e-11 9.289e-11 5.835e-11 5.541e-11 5.536e-11 9.056e-11 6.611e-11 5.537e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.544e-11 1.029e-10 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.561e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.534e-11 5.801e-04 +95 EP 10 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.488e-11 5.495e-11 5.530e-11 7.442e-11 5.756e-11 5.755e-11 6.306e-11 5.999e-11 6.157e-11 8.073e-11 7.526e-11 4.180e-07 7.089e-11 4.242e-05 1.020e-10 8.918e-11 8.515e-10 1.821e-04 1.812e-10 3.877e-04 1.669e-10 8.798e-10 9.204e-05 1.177e-03 1.325e-03 1.576e-03 1.756e-03 9.173e-03 1.042e-09 3.843e-01 5.996e-01 7.450e-09 1.597e-09 1.597e-09 2.110e-09 9.418e-10 5.149e-10 2.262e-10 1.996e-10 2.650e-10 1.484e-04 4.912e-06 3.536e-10 6.898e-05 1.467e-10 8.938e-11 4.567e-05 2.381e-10 6.756e-05 1.502e-10 5.002e-05 6.295e-11 7.332e-11 3.515e-10 9.607e-11 5.693e-11 7.397e-11 6.333e-11 5.903e-11 6.617e-11 6.498e-11 6.631e-11 7.716e-11 5.487e-11 5.521e-11 6.172e-11 9.989e-11 5.487e-11 5.487e-11 5.632e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 5.487e-11 2.473e-10 +95 EP 11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.488e-11 1.176e-10 6.804e-11 7.955e-11 8.084e-10 1.218e-10 5.792e-10 2.179e-10 1.559e-10 3.213e-10 2.705e-10 1.496e-10 1.698e-10 2.989e-10 2.957e-10 1.056e-04 1.791e-10 8.702e-04 1.102e-04 1.309e-03 1.585e-09 3.183e-09 1.526e-03 2.622e-09 8.717e-03 8.883e-09 4.030e-02 7.769e-01 1.656e-01 1.195e-09 4.386e-03 1.100e-08 4.331e-09 2.238e-08 8.423e-10 6.260e-10 4.699e-10 2.672e-10 4.988e-10 1.387e-09 1.987e-10 3.182e-10 4.546e-10 1.185e-10 1.441e-10 7.970e-11 1.270e-10 1.639e-10 1.046e-10 8.897e-05 7.541e-11 6.002e-05 6.744e-11 8.222e-11 6.980e-11 7.884e-11 6.769e-11 6.775e-11 7.583e-11 7.381e-11 1.500e-10 6.606e-11 6.611e-11 7.679e-11 6.487e-11 6.504e-11 6.519e-11 1.006e-10 6.487e-11 6.487e-11 6.508e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.510e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 6.487e-11 3.373e-10 +95 EP 12 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.904e-11 8.966e-11 7.383e-11 9.998e-11 1.340e-04 1.687e-04 3.920e-10 1.297e-04 1.621e-04 4.207e-04 3.066e-04 3.011e-04 3.877e-10 8.229e-10 8.502e-10 9.503e-04 4.351e-05 1.102e-08 1.545e-03 2.358e-03 1.145e-03 1.265e-03 1.343e-03 1.090e-09 2.636e-02 4.162e-08 8.622e-01 9.283e-02 8.933e-06 4.289e-03 3.706e-03 7.649e-09 9.971e-10 2.085e-05 1.714e-09 4.587e-10 3.328e-10 8.250e-10 1.140e-09 1.995e-10 2.328e-04 5.757e-05 4.181e-09 1.073e-10 1.406e-10 8.831e-11 9.924e-11 2.251e-10 8.861e-11 8.923e-11 8.625e-11 1.124e-10 7.092e-11 7.805e-11 7.119e-11 8.156e-11 6.904e-11 6.928e-11 7.006e-11 8.242e-11 8.588e-11 6.885e-11 6.918e-11 8.088e-11 6.885e-11 6.885e-11 6.886e-11 7.105e-11 6.885e-11 6.885e-11 6.890e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.912e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 6.885e-11 3.778e-10 +95 EP 13 8.886e-11 8.886e-11 8.887e-11 8.887e-11 8.912e-11 9.605e-11 3.508e-10 2.192e-10 8.733e-05 9.087e-10 1.329e-09 6.199e-10 7.854e-10 4.599e-03 3.107e-03 5.758e-02 8.946e-01 2.614e-02 1.214e-09 9.640e-03 4.056e-04 7.077e-04 8.677e-04 6.326e-05 4.527e-10 9.153e-04 4.321e-10 2.938e-10 4.124e-04 2.529e-10 2.867e-10 2.722e-04 1.903e-10 3.721e-10 1.523e-10 5.354e-10 5.659e-10 1.009e-04 1.427e-10 1.026e-10 1.166e-10 9.882e-11 1.213e-10 1.011e-10 9.509e-11 9.197e-11 9.086e-11 9.304e-11 2.916e-10 9.134e-11 9.623e-11 9.026e-11 9.148e-11 8.986e-11 8.918e-11 9.017e-11 8.965e-11 9.159e-11 8.891e-11 8.899e-11 9.043e-11 8.889e-11 8.890e-11 8.917e-11 8.954e-11 8.887e-11 8.888e-11 8.928e-11 8.886e-11 8.887e-11 8.887e-11 8.893e-11 8.886e-11 8.886e-11 8.887e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 8.920e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 8.886e-11 5.537e-04 +95 EP 14 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.451e-11 6.227e-11 2.497e-10 1.169e-10 3.668e-10 3.321e-04 5.288e-04 2.517e-04 2.020e-10 3.924e-10 7.146e-04 2.953e-04 1.730e-04 2.046e-03 2.083e-06 4.776e-04 3.557e-10 1.494e-02 1.466e-01 6.610e-01 1.573e-01 8.516e-09 7.811e-03 7.378e-04 3.501e-03 5.061e-07 1.498e-03 6.772e-04 5.310e-04 4.096e-04 2.541e-10 3.089e-10 2.889e-10 1.037e-04 9.258e-05 1.494e-05 9.931e-11 1.010e-10 9.102e-11 1.097e-10 6.939e-11 8.249e-11 6.605e-11 5.706e-11 5.930e-11 6.066e-11 5.613e-11 5.502e-11 5.809e-11 6.046e-11 5.717e-11 5.591e-11 5.490e-11 5.577e-11 5.437e-11 5.456e-11 5.439e-11 5.468e-11 5.436e-11 5.763e-11 5.519e-11 5.435e-11 5.435e-11 9.101e-11 5.435e-11 5.435e-11 5.435e-11 5.441e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.566e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.435e-11 5.408e-10 +95 EP 15 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.350e-11 5.833e-11 6.884e-11 1.040e-10 1.736e-04 1.984e-10 2.872e-10 2.340e-04 9.792e-11 1.026e-09 2.988e-10 5.019e-04 3.877e-04 5.081e-10 1.219e-03 8.348e-04 1.868e-10 3.422e-03 2.501e-07 4.070e-06 5.362e-01 4.379e-01 1.119e-09 1.178e-02 4.995e-03 3.884e-04 1.777e-03 1.564e-04 9.447e-07 1.233e-08 6.178e-08 2.302e-09 2.395e-10 6.410e-05 2.576e-10 1.788e-09 1.542e-10 1.133e-10 9.384e-11 8.575e-11 7.012e-11 1.808e-10 6.928e-11 6.832e-11 6.322e-11 8.291e-11 7.466e-11 5.699e-11 7.106e-11 7.417e-11 5.646e-11 5.532e-11 5.562e-11 5.452e-11 5.432e-11 5.449e-11 5.396e-11 5.357e-11 5.357e-11 5.897e-11 5.455e-11 5.351e-11 5.348e-11 6.459e-11 5.338e-11 5.340e-11 5.343e-11 5.462e-11 5.338e-11 5.338e-11 5.339e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.555e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.338e-11 5.185e-10 +95 EP 16 2.801e-10 2.801e-10 2.801e-10 2.801e-10 2.801e-10 2.813e-04 3.083e-10 2.855e-10 2.925e-10 2.917e-10 3.090e-10 1.584e-04 3.076e-10 3.114e-10 4.238e-10 9.119e-10 4.094e-10 6.110e-10 4.503e-10 3.324e-04 3.911e-04 9.316e-10 1.537e-03 4.763e-10 3.872e-10 2.206e-04 4.698e-04 4.813e-10 3.641e-04 6.228e-04 5.583e-10 5.043e-10 4.770e-04 4.759e-04 4.802e-10 5.990e-10 4.233e-10 4.210e-04 1.756e-03 2.425e-09 5.510e-10 2.706e-03 6.041e-09 9.224e-10 5.398e-04 1.779e-03 9.445e-04 9.497e-04 7.431e-04 1.229e-03 1.586e-05 9.203e-10 2.724e-04 7.561e-05 4.669e-10 1.108e-04 5.345e-10 2.559e-04 3.277e-10 3.084e-10 3.623e-10 3.033e-10 1.906e-04 1.513e-04 1.310e-09 2.831e-10 2.853e-10 3.067e-10 2.801e-10 2.978e-10 2.856e-10 2.911e-10 2.801e-10 2.801e-10 2.808e-10 2.801e-10 2.801e-10 2.801e-10 2.801e-04 2.801e-10 5.601e-04 2.801e-04 2.801e-10 2.801e-10 2.801e-10 2.801e-10 2.801e-10 2.801e-10 2.801e-10 2.801e-10 9.814e-01 +95 EP 17 6.499e-11 6.499e-11 6.500e-11 6.500e-11 6.503e-11 7.009e-11 1.786e-10 2.541e-10 1.368e-10 3.467e-10 2.153e-10 1.476e-04 1.359e-04 1.700e-10 3.051e-10 7.284e-04 2.920e-09 4.491e-04 1.815e-03 1.210e-05 1.769e-02 5.147e-01 4.500e-01 4.023e-03 3.339e-09 3.079e-03 4.610e-04 2.662e-03 8.166e-04 4.507e-04 1.271e-03 1.056e-03 1.266e-09 6.719e-09 2.047e-10 1.041e-04 2.517e-10 3.101e-04 1.688e-10 1.886e-07 9.054e-11 9.631e-11 1.261e-10 4.771e-10 7.295e-11 8.232e-11 6.812e-11 7.711e-11 9.925e-11 7.201e-11 6.594e-11 6.878e-11 7.026e-11 6.832e-11 6.653e-11 8.227e-11 6.769e-11 6.506e-11 6.516e-11 6.810e-11 1.018e-10 6.500e-11 6.502e-11 6.666e-11 6.504e-11 6.500e-11 6.500e-11 6.537e-11 6.499e-11 6.500e-11 6.500e-11 6.502e-11 6.499e-11 6.499e-11 6.500e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.566e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 6.499e-11 2.893e-09 +95 EP 18 9.397e-11 9.397e-11 9.406e-11 9.652e-11 1.018e-10 1.609e-10 2.273e-10 3.382e-10 9.524e-09 5.737e-01 3.836e-01 6.001e-08 5.768e-03 1.108e-02 6.478e-03 4.936e-03 4.878e-03 3.569e-03 6.823e-04 1.712e-03 1.447e-08 5.615e-04 6.990e-04 1.022e-04 6.961e-04 9.272e-04 2.559e-04 2.187e-09 3.161e-04 2.206e-10 3.974e-10 1.099e-10 1.720e-10 1.246e-10 1.018e-10 1.241e-10 1.013e-10 9.761e-11 9.957e-11 1.047e-10 9.601e-11 9.505e-11 9.503e-11 9.435e-11 9.666e-11 9.747e-11 9.506e-11 1.779e-10 9.407e-11 9.404e-11 9.399e-11 1.043e-10 9.400e-11 9.397e-11 9.400e-11 9.398e-11 9.399e-11 9.400e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.398e-11 9.445e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.398e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.400e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 9.397e-11 5.331e-05 +95 EP 19 5.826e-11 5.826e-11 5.827e-11 5.827e-11 5.839e-11 6.662e-11 1.185e-10 8.772e-11 1.859e-04 1.388e-04 4.157e-10 6.724e-04 4.515e-10 6.594e-10 6.739e-04 7.696e-04 1.152e-09 3.790e-03 8.966e-06 1.213e-01 7.025e-01 1.471e-01 1.784e-09 5.174e-03 4.543e-03 5.464e-03 3.021e-03 1.065e-03 7.793e-05 1.439e-03 7.717e-10 3.217e-10 2.975e-05 1.720e-09 1.366e-05 3.057e-04 2.787e-04 8.018e-10 5.512e-10 2.446e-04 6.765e-11 8.770e-11 8.913e-11 6.835e-11 6.641e-11 1.074e-10 6.179e-11 6.213e-11 6.499e-11 6.174e-11 6.051e-11 5.921e-11 6.202e-11 7.979e-11 6.009e-11 6.010e-11 5.888e-11 5.984e-11 5.842e-11 5.871e-11 6.773e-11 5.834e-11 5.832e-11 5.870e-11 5.920e-11 5.828e-11 5.830e-11 6.236e-11 5.826e-11 5.827e-11 5.827e-11 5.844e-11 5.826e-11 5.826e-11 5.828e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 5.841e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 5.826e-11 1.218e-03 +95 EP 20 8.854e-11 8.854e-11 8.855e-11 8.855e-11 8.903e-11 1.083e-10 1.399e-07 2.480e-10 8.993e-04 5.509e-04 4.699e-04 1.163e-03 4.450e-10 1.162e-03 7.733e-09 6.074e-03 1.821e-02 7.406e-01 1.975e-01 4.963e-04 1.660e-02 8.625e-03 7.840e-04 2.935e-03 2.029e-03 1.414e-09 4.288e-09 6.399e-04 7.591e-10 8.566e-10 4.951e-10 3.412e-10 4.297e-10 2.529e-10 1.120e-10 2.415e-10 1.116e-04 1.662e-10 2.391e-10 1.385e-10 9.631e-11 1.585e-10 9.319e-11 9.360e-11 9.902e-11 9.512e-11 9.092e-11 9.078e-11 9.014e-11 9.192e-11 9.777e-11 8.855e-11 1.007e-10 8.869e-11 8.869e-11 9.046e-11 8.855e-11 9.124e-11 8.854e-11 8.854e-11 8.854e-11 8.855e-11 8.854e-11 8.855e-11 8.956e-11 8.854e-11 8.854e-11 8.875e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 8.854e-11 1.086e-03 +95 EP 21 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.965e-11 7.967e-11 8.943e-11 7.997e-11 1.013e-09 1.232e-10 8.395e-10 5.577e-10 4.438e-10 1.094e-04 3.028e-04 1.827e-09 1.148e-04 2.972e-10 8.036e-04 6.683e-04 3.215e-04 7.031e-09 3.540e-03 2.459e-07 5.827e-10 1.016e-09 7.506e-09 9.828e-02 7.777e-01 1.013e-01 6.696e-09 9.535e-03 2.450e-03 2.715e-03 1.644e-03 1.668e-09 6.342e-10 3.432e-04 7.554e-09 1.002e-09 1.313e-10 1.907e-04 1.335e-10 9.901e-11 1.338e-10 1.604e-10 1.751e-10 8.716e-11 9.100e-11 8.007e-11 7.686e-11 1.092e-10 7.814e-11 7.872e-11 7.243e-11 7.343e-11 7.048e-11 7.347e-11 6.933e-11 7.061e-11 6.921e-11 6.929e-11 6.929e-11 7.151e-11 7.255e-11 6.917e-11 6.923e-11 8.365e-11 6.917e-11 6.917e-11 6.917e-11 6.943e-11 6.917e-11 6.917e-11 6.918e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.953e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 6.917e-11 3.966e-10 +95 EP 22 7.351e-11 1.103e-03 1.669e-01 5.990e-01 2.325e-01 1.525e-10 4.993e-04 2.108e-10 1.052e-10 7.496e-05 7.846e-11 8.949e-11 7.431e-11 7.601e-11 7.414e-11 9.236e-11 7.398e-11 7.364e-11 7.366e-11 7.354e-11 7.973e-11 7.353e-11 7.368e-11 7.354e-11 7.420e-11 7.371e-11 7.355e-11 7.351e-11 7.351e-11 7.464e-11 7.351e-11 7.351e-11 7.352e-11 7.356e-11 7.366e-11 7.352e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.355e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.351e-11 7.368e-11 +95 EP 23 9.372e-11 9.372e-11 9.372e-11 9.373e-11 9.495e-11 1.293e-10 1.324e-10 1.341e-10 2.261e-04 4.850e-10 4.459e-04 8.659e-04 3.292e-10 7.067e-04 1.298e-03 7.884e-04 5.084e-04 1.554e-03 1.090e-03 1.479e-08 4.379e-10 2.690e-03 2.805e-03 1.249e-09 5.870e-10 1.379e-01 4.895e-01 2.978e-01 1.447e-02 2.624e-02 9.499e-04 6.161e-03 6.716e-03 2.969e-03 2.511e-03 9.008e-10 8.166e-09 9.339e-05 3.100e-10 1.736e-04 1.941e-10 2.889e-09 4.511e-10 1.190e-10 2.338e-10 3.145e-10 8.390e-10 1.008e-10 1.180e-10 1.077e-10 1.138e-10 9.463e-11 1.317e-10 2.153e-10 9.502e-11 1.007e-10 9.614e-11 1.005e-10 9.373e-11 9.519e-11 9.372e-11 9.384e-11 9.372e-11 1.047e-10 9.746e-11 9.372e-11 9.372e-11 1.934e-10 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.374e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.899e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 9.372e-11 1.524e-03 +95 EP 24 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.449e-10 2.853e-10 2.262e-10 3.197e-10 1.108e-08 4.075e-09 2.174e-03 1.242e-09 2.940e-09 6.311e-01 3.467e-01 9.681e-05 2.889e-09 5.603e-09 6.518e-03 4.308e-03 1.199e-08 6.097e-03 2.547e-09 2.456e-06 1.774e-09 8.888e-10 2.519e-09 1.012e-03 4.040e-04 3.551e-10 3.089e-10 3.739e-10 3.177e-10 2.280e-10 1.933e-10 1.838e-10 2.101e-04 1.712e-10 2.068e-10 1.565e-10 1.456e-10 1.530e-10 1.488e-10 1.456e-10 1.806e-10 1.656e-10 1.575e-10 1.435e-10 1.424e-10 1.435e-10 1.432e-10 1.420e-10 1.699e-10 1.421e-10 1.429e-10 1.424e-10 1.459e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.706e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.421e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.420e-10 1.451e-03 +95 EP 25 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.390e-11 6.734e-11 7.083e-11 3.581e-05 1.035e-10 9.250e-11 1.022e-04 1.127e-04 1.259e-10 1.488e-04 6.705e-10 3.386e-04 2.802e-10 3.668e-10 3.315e-04 8.498e-09 2.777e-10 1.504e-03 1.858e-03 2.988e-03 2.862e-09 3.556e-01 6.085e-01 3.283e-08 7.790e-03 6.201e-03 8.419e-03 2.277e-03 2.929e-09 1.953e-03 1.188e-03 3.358e-04 3.583e-10 7.218e-10 2.501e-04 2.365e-08 1.529e-10 7.396e-05 9.781e-11 1.381e-10 7.222e-11 2.055e-10 9.415e-11 3.187e-06 1.348e-10 5.566e-10 7.935e-11 8.446e-11 7.704e-11 6.499e-11 7.716e-11 6.717e-11 7.198e-11 6.393e-11 6.650e-11 6.449e-11 6.622e-11 6.388e-11 6.389e-11 6.447e-11 6.396e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.493e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.417e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 6.388e-11 9.495e-10 +95 EP 26 3.185e-11 3.185e-11 3.206e-11 4.236e-11 3.858e-11 9.694e-11 3.332e-10 9.399e-01 3.034e-02 1.807e-02 5.407e-03 3.255e-03 1.825e-03 4.421e-04 3.911e-04 1.138e-04 1.307e-04 7.344e-10 1.469e-05 3.671e-05 1.164e-05 4.977e-11 2.395e-05 2.180e-05 4.116e-11 5.737e-11 3.683e-11 8.633e-11 3.599e-11 3.046e-10 3.552e-11 3.301e-11 3.838e-11 1.332e-10 3.308e-11 3.288e-11 3.318e-11 3.208e-11 3.209e-11 3.247e-11 3.216e-11 3.205e-11 3.191e-11 3.188e-11 3.203e-11 3.196e-11 3.192e-11 3.563e-11 3.187e-11 3.186e-11 3.186e-11 3.191e-11 3.190e-11 3.185e-11 3.186e-11 3.186e-11 3.186e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.186e-11 3.185e-11 3.185e-11 3.186e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 3.185e-11 4.869e-11 +95 EP 27 3.137e-11 3.137e-11 3.193e-11 7.132e-11 4.880e-11 9.419e-02 8.891e-01 1.124e-09 1.054e-02 4.485e-03 6.854e-04 6.606e-04 3.348e-10 3.335e-10 8.550e-05 4.178e-05 9.052e-05 7.403e-11 6.552e-11 1.487e-10 4.556e-05 3.526e-11 8.635e-11 4.758e-11 3.558e-11 4.705e-11 3.265e-11 3.616e-11 3.221e-11 4.887e-05 3.222e-11 3.166e-11 3.238e-11 2.911e-05 3.221e-11 3.161e-11 3.175e-11 3.143e-11 3.141e-11 3.146e-11 3.143e-11 3.138e-11 3.137e-11 3.137e-11 3.139e-11 3.139e-11 3.138e-11 3.178e-11 3.137e-11 3.137e-11 3.137e-11 3.140e-11 3.138e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 3.137e-11 5.916e-11 +95 EP 28 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.053e-11 7.140e-11 3.057e-10 7.854e-11 1.703e-10 1.319e-10 1.987e-04 9.772e-11 1.563e-04 2.615e-10 1.751e-10 1.267e-04 4.878e-04 7.886e-04 3.855e-04 2.919e-10 2.570e-10 1.144e-03 7.246e-04 4.057e-09 3.832e-04 1.513e-03 4.004e-09 6.756e-10 1.326e-03 2.985e-09 7.130e-03 1.845e-09 5.152e-01 4.446e-01 2.559e-02 1.352e-05 2.985e-09 6.303e-05 9.685e-10 1.989e-09 5.720e-10 3.072e-10 2.667e-10 4.006e-10 1.795e-10 1.676e-10 2.140e-10 1.148e-10 2.503e-10 1.029e-10 6.468e-10 8.435e-11 1.791e-10 1.982e-10 9.517e-11 8.096e-11 7.448e-11 1.232e-10 7.308e-11 9.059e-11 7.421e-11 1.334e-10 1.175e-10 8.251e-11 6.877e-05 7.052e-11 7.055e-11 9.467e-11 7.052e-11 7.053e-11 7.052e-11 3.160e-05 7.052e-11 7.052e-11 7.053e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.083e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 7.052e-11 8.493e-10 +95 EP 29 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.057e-10 1.553e-10 1.148e-04 1.431e-10 7.643e-04 3.429e-04 8.589e-04 7.157e-04 1.262e-04 1.838e-03 8.056e-10 6.537e-04 6.289e-10 2.058e-03 1.493e-03 1.111e-09 9.591e-10 4.370e-01 5.208e-01 2.333e-02 2.560e-07 7.645e-03 1.463e-07 6.006e-04 1.413e-08 2.022e-09 1.036e-09 3.365e-04 8.916e-10 9.174e-04 1.554e-07 7.282e-10 8.651e-09 8.044e-10 4.733e-10 2.091e-10 1.337e-10 4.182e-05 1.488e-10 1.258e-10 1.361e-10 2.232e-10 1.144e-10 1.086e-10 1.091e-10 1.249e-10 1.146e-10 1.054e-10 1.244e-10 1.556e-10 1.063e-10 1.083e-10 1.053e-10 1.142e-10 1.052e-10 1.052e-10 1.053e-10 1.052e-10 1.052e-10 1.052e-10 1.079e-10 1.052e-10 1.052e-10 3.610e-06 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.053e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 1.052e-10 2.747e-04 +95 EP 30 1.227e-10 1.227e-10 1.227e-10 1.228e-10 1.231e-10 1.488e-10 1.945e-10 2.143e-10 5.028e-10 5.088e-04 3.631e-04 2.647e-05 1.458e-03 6.705e-03 4.517e-09 9.776e-01 3.534e-03 2.905e-09 3.479e-03 1.294e-08 4.953e-10 1.766e-03 2.975e-03 8.476e-04 9.201e-10 1.127e-09 1.229e-08 1.222e-04 3.822e-04 2.160e-04 1.687e-10 3.511e-10 3.613e-10 2.466e-10 1.557e-10 1.778e-10 1.843e-10 1.578e-10 1.744e-10 1.323e-10 1.405e-10 1.560e-10 1.285e-10 1.253e-10 1.250e-10 1.240e-10 1.247e-10 1.250e-10 1.264e-10 1.233e-10 1.240e-10 1.295e-10 1.236e-10 1.231e-10 1.229e-10 1.280e-10 1.232e-10 1.235e-10 1.228e-10 1.228e-10 1.230e-10 1.227e-10 1.227e-10 1.229e-10 1.237e-10 1.227e-10 1.227e-10 1.229e-10 1.227e-10 1.227e-10 1.227e-10 1.228e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 1.227e-10 4.350e-10 +95 EP 31 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.871e-11 5.716e-11 6.062e-11 7.320e-11 6.360e-11 2.723e-10 6.244e-11 6.629e-11 7.588e-11 8.791e-11 7.389e-05 1.999e-10 1.938e-04 1.614e-10 1.751e-04 1.977e-10 1.709e-09 2.605e-08 1.000e-03 6.203e-08 6.308e-04 2.806e-03 2.723e-03 5.325e-03 3.284e-03 4.224e-03 1.276e-01 6.377e-01 2.044e-01 1.354e-09 6.371e-03 7.861e-10 3.816e-09 1.572e-03 1.215e-03 9.042e-10 7.316e-09 3.574e-10 1.847e-10 1.552e-10 1.834e-04 2.255e-10 1.263e-10 5.913e-10 9.887e-11 1.242e-10 9.358e-11 4.837e-10 8.823e-11 7.894e-11 2.427e-05 6.266e-11 5.936e-11 5.843e-11 7.611e-11 6.344e-11 5.840e-11 6.003e-11 8.053e-11 6.434e-11 5.969e-11 5.668e-11 5.632e-11 5.632e-11 5.632e-11 5.700e-11 8.322e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.633e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.632e-11 5.013e-04 +95 EP 32 7.294e-11 7.294e-11 7.297e-11 7.301e-11 7.478e-11 8.492e-11 1.163e-10 1.652e-10 1.757e-03 2.866e-03 4.961e-03 9.458e-03 9.380e-01 2.652e-02 7.314e-03 3.151e-03 2.099e-03 1.501e-03 1.025e-03 1.370e-04 6.777e-04 3.135e-10 1.423e-04 4.872e-10 5.142e-05 3.721e-10 2.172e-10 2.691e-10 1.465e-04 6.271e-05 1.521e-10 2.322e-10 1.771e-10 9.853e-11 1.650e-04 8.884e-11 8.979e-11 8.352e-11 8.330e-11 8.086e-11 8.191e-11 7.735e-11 7.646e-11 7.480e-11 7.637e-11 7.625e-11 7.370e-11 7.441e-11 7.375e-11 7.323e-11 7.333e-11 7.404e-11 7.701e-11 7.309e-11 7.306e-11 7.318e-11 7.381e-11 7.299e-11 7.295e-11 7.297e-11 7.324e-11 7.295e-11 7.295e-11 7.298e-11 7.524e-11 7.295e-11 7.295e-11 7.299e-11 7.294e-11 7.294e-11 7.294e-11 7.296e-11 7.294e-11 7.294e-11 7.295e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 7.297e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 7.294e-11 1.778e-10 +95 EP 33 5.202e-11 5.202e-11 5.212e-11 5.825e-11 5.786e-11 1.044e-10 2.100e-10 1.214e-09 9.642e-01 2.444e-02 2.757e-03 3.330e-03 1.653e-03 1.607e-03 7.559e-04 3.589e-04 1.476e-04 5.180e-10 1.518e-04 5.077e-05 2.808e-10 1.568e-04 8.303e-05 2.644e-04 9.881e-11 5.895e-05 6.925e-11 1.094e-10 6.241e-11 1.127e-10 6.861e-11 5.412e-11 6.179e-11 3.869e-10 5.313e-11 5.442e-11 5.330e-11 5.241e-11 5.307e-11 5.369e-11 5.229e-11 5.231e-11 5.207e-11 5.205e-11 5.224e-11 5.241e-11 5.268e-11 6.348e-11 5.203e-11 5.204e-11 5.203e-11 5.234e-11 5.222e-11 5.203e-11 5.211e-11 5.203e-11 5.203e-11 5.203e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.203e-11 5.209e-11 5.202e-11 5.202e-11 5.203e-11 5.202e-11 5.202e-11 5.202e-11 5.203e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 5.202e-11 1.010e-10 +95 EP 34 8.657e-11 8.657e-11 8.663e-11 8.685e-11 8.927e-11 1.244e-10 1.887e-10 2.394e-10 2.234e-03 1.091e-02 1.617e-02 9.620e-01 4.825e-03 3.532e-09 6.536e-04 3.270e-04 1.966e-03 2.976e-04 9.873e-05 3.612e-10 1.431e-09 2.954e-10 4.897e-10 2.026e-10 1.999e-10 4.436e-04 2.607e-10 1.267e-10 1.656e-10 1.200e-10 3.028e-05 1.418e-10 1.482e-10 9.936e-11 9.941e-11 1.000e-10 9.367e-11 8.988e-11 9.265e-11 8.997e-11 1.328e-10 8.776e-11 9.015e-11 8.711e-11 9.209e-11 8.941e-11 8.711e-11 8.666e-11 8.664e-11 8.665e-11 8.665e-11 8.657e-11 8.966e-11 8.659e-11 8.665e-11 8.660e-11 8.676e-11 8.658e-11 8.657e-11 8.657e-11 8.664e-11 8.657e-11 8.657e-11 8.658e-11 1.053e-10 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 8.657e-11 1.343e-08 +95 EP 35 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.413e-11 5.633e-11 5.551e-11 6.192e-11 5.681e-11 7.332e-11 6.765e-11 1.359e-10 6.235e-11 6.566e-11 2.528e-10 4.107e-10 9.047e-05 4.233e-10 1.649e-10 8.241e-10 7.838e-10 4.957e-10 1.900e-10 2.406e-10 1.902e-08 6.616e-04 6.370e-04 1.689e-03 3.004e-03 7.730e-03 7.550e-03 5.401e-02 5.404e-01 3.834e-01 1.052e-08 6.596e-10 8.448e-10 6.364e-04 4.386e-10 2.044e-04 5.068e-10 1.389e-10 1.044e-10 1.207e-10 1.743e-10 1.876e-10 9.160e-11 1.688e-10 2.417e-10 1.197e-10 7.496e-11 4.137e-10 6.010e-11 1.650e-10 2.248e-10 5.524e-11 5.583e-11 8.766e-06 5.747e-11 5.431e-11 5.887e-11 5.537e-11 5.423e-11 5.889e-11 5.442e-11 5.436e-11 5.467e-11 5.383e-11 5.383e-11 5.390e-11 5.631e-11 5.383e-11 5.383e-11 5.384e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 5.383e-11 2.854e-10 +95 EP 36 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.405e-11 1.550e-11 1.405e-11 1.416e-11 1.476e-11 1.470e-11 1.767e-11 1.441e-11 1.447e-11 2.087e-11 1.604e-11 1.519e-11 1.501e-11 2.183e-11 2.296e-11 1.949e-11 2.204e-11 1.363e-10 1.070e-05 2.373e-11 7.648e-11 7.471e-11 4.294e-11 1.122e-04 1.003e-09 6.802e-04 7.281e-04 1.422e-03 9.171e-04 3.734e-03 2.351e-10 3.430e-10 1.465e-09 2.889e-01 3.975e-01 2.120e-01 7.178e-02 1.520e-02 3.341e-03 1.222e-04 6.781e-10 9.181e-04 4.125e-10 1.665e-04 1.783e-10 2.774e-04 1.367e-04 1.787e-04 1.241e-04 2.687e-05 2.621e-05 3.709e-05 1.147e-04 2.099e-10 1.778e-10 8.534e-06 6.578e-11 3.511e-05 2.845e-05 7.902e-09 3.556e-11 8.368e-11 3.049e-11 1.404e-11 1.330e-05 2.172e-11 3.819e-11 1.404e-11 1.404e-11 6.602e-06 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.404e-11 1.342e-03 +95 EP 37 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.727e-11 1.835e-11 1.730e-11 1.772e-11 1.817e-11 1.812e-11 8.310e-11 1.794e-11 1.902e-11 2.345e-11 2.055e-11 2.039e-11 1.889e-11 1.037e-10 4.446e-11 2.808e-11 3.802e-11 1.526e-04 5.097e-11 6.554e-11 6.781e-05 2.151e-10 1.741e-10 2.117e-04 4.499e-04 2.761e-04 5.988e-06 1.826e-03 3.869e-03 6.401e-03 2.173e-10 8.064e-02 5.430e-01 3.161e-01 4.315e-02 8.458e-10 7.929e-10 2.230e-03 4.892e-04 6.857e-04 4.548e-04 9.741e-10 2.500e-10 3.197e-10 2.716e-10 5.684e-10 4.288e-10 2.162e-10 6.967e-09 1.200e-10 7.326e-11 5.769e-11 8.710e-11 8.346e-11 1.323e-07 3.949e-11 2.939e-06 2.664e-10 1.160e-10 3.377e-11 2.292e-11 5.842e-11 2.503e-11 1.725e-11 3.207e-11 2.106e-11 1.189e-10 1.725e-11 1.725e-11 4.032e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 1.725e-11 4.209e-10 +95 EP 38 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.332e-11 9.633e-11 8.937e-11 1.085e-10 1.546e-09 4.077e-10 1.430e-04 4.078e-10 1.267e-04 6.209e-09 4.659e-10 5.542e-05 7.507e-10 6.097e-05 1.077e-03 1.330e-09 3.706e-05 2.872e-09 3.153e-09 4.358e-04 2.219e-05 1.853e-03 1.021e-02 2.054e-09 4.824e-04 9.691e-01 1.006e-07 1.173e-08 6.583e-03 4.286e-03 3.544e-09 5.041e-03 2.453e-09 1.152e-09 1.342e-04 8.095e-10 2.022e-10 1.451e-04 1.873e-10 1.923e-10 3.836e-10 2.196e-10 1.917e-04 1.957e-10 1.648e-10 1.004e-10 1.123e-10 1.843e-05 1.014e-10 9.496e-11 9.010e-11 1.063e-10 8.503e-11 8.832e-11 8.423e-11 9.405e-11 8.328e-11 8.303e-11 8.377e-11 8.978e-11 9.532e-11 8.264e-11 8.267e-11 9.056e-11 8.221e-11 8.229e-11 8.240e-11 8.817e-11 8.221e-11 8.221e-11 8.230e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.254e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 8.221e-11 3.534e-10 +95 EP 39 6.697e-11 6.697e-11 6.702e-11 6.902e-11 7.067e-11 1.242e-10 1.989e-10 2.230e-10 4.442e-02 9.168e-01 3.205e-02 1.042e-09 9.515e-04 2.888e-03 8.422e-04 7.616e-04 5.163e-04 8.881e-05 5.315e-04 1.674e-09 9.194e-10 2.981e-05 1.007e-04 1.279e-10 1.299e-10 3.247e-05 1.096e-09 9.806e-11 1.326e-10 1.145e-10 1.249e-10 7.583e-11 7.370e-11 8.687e-11 8.632e-11 7.351e-11 8.630e-11 7.115e-11 6.993e-11 6.890e-11 6.939e-11 6.779e-11 6.723e-11 6.700e-11 7.020e-11 6.907e-11 6.838e-11 6.698e-11 6.703e-11 6.749e-11 6.700e-11 6.697e-11 6.919e-11 6.698e-11 6.719e-11 6.780e-11 6.699e-11 6.698e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.699e-11 6.697e-11 6.697e-11 6.698e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 6.697e-11 1.033e-10 +95 EP 40 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.331e-11 8.212e-11 3.177e-10 8.401e-11 1.175e-09 2.247e-10 1.644e-10 1.372e-10 2.038e-10 2.873e-10 7.925e-10 8.241e-06 3.693e-04 1.576e-04 9.239e-04 6.276e-09 8.140e-04 1.349e-03 3.522e-03 6.657e-10 3.673e-03 1.264e-08 4.832e-09 4.592e-01 4.247e-01 5.604e-02 3.706e-05 1.585e-02 1.797e-02 9.589e-03 1.964e-04 1.416e-03 1.108e-03 3.163e-04 1.258e-03 2.554e-10 3.596e-05 1.322e-10 2.764e-10 2.498e-10 1.408e-10 1.731e-10 2.876e-10 1.289e-10 2.438e-10 1.625e-10 1.936e-10 1.119e-10 7.514e-11 1.365e-10 1.072e-10 9.191e-11 7.234e-11 7.722e-11 1.655e-10 7.617e-11 7.230e-11 7.231e-11 7.479e-11 8.413e-11 7.230e-11 7.229e-11 7.230e-11 7.229e-11 7.229e-11 7.231e-11 1.282e-10 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.271e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 7.229e-11 1.400e-03 +95 EP 41 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.838e-11 6.662e-11 1.310e-10 9.261e-11 7.650e-04 3.883e-04 9.088e-04 9.011e-04 1.065e-06 8.870e-04 2.122e-04 1.509e-03 2.849e-03 2.144e-02 4.591e-01 4.897e-01 8.166e-03 5.822e-03 2.815e-03 1.691e-03 5.726e-04 9.561e-04 1.215e-03 8.871e-10 1.906e-08 1.602e-06 1.261e-09 1.524e-10 1.463e-09 1.374e-10 1.829e-05 1.658e-10 6.920e-05 1.258e-10 9.394e-11 8.754e-11 6.486e-11 7.298e-11 6.399e-11 6.230e-11 6.877e-11 6.398e-11 5.969e-11 6.056e-11 6.093e-11 6.377e-11 6.009e-11 5.820e-11 6.326e-11 5.932e-11 5.839e-11 5.897e-11 5.819e-11 5.943e-11 5.816e-11 5.817e-11 5.830e-11 5.817e-11 5.816e-11 5.817e-11 5.905e-11 5.816e-11 5.816e-11 5.883e-11 5.816e-11 5.816e-11 5.816e-11 5.817e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.827e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 5.816e-11 6.715e-10 +95 EP 42 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.479e-11 3.514e-11 3.488e-05 3.573e-11 4.753e-11 4.251e-11 4.049e-11 1.951e-10 4.105e-11 4.930e-11 6.445e-11 1.470e-10 6.059e-11 6.454e-11 3.251e-05 7.401e-05 2.710e-04 3.737e-04 9.596e-04 7.768e-04 1.154e-03 1.929e-03 3.418e-03 2.648e-03 4.843e-03 9.904e-03 1.172e-02 1.489e-02 2.215e-02 1.567e-02 2.571e-02 5.290e-02 1.075e-01 1.592e-01 1.653e-01 1.491e-01 9.543e-02 5.474e-02 3.561e-02 2.145e-02 9.956e-03 5.049e-03 3.237e-03 3.109e-03 8.681e-04 1.910e-03 6.485e-04 1.263e-03 3.503e-04 6.314e-04 3.055e-04 2.853e-10 2.112e-05 6.192e-04 1.967e-04 3.935e-10 8.096e-11 1.596e-04 4.739e-05 8.649e-11 1.022e-09 1.084e-10 6.753e-05 6.498e-05 3.478e-11 5.224e-11 1.151e-09 1.766e-06 3.478e-11 3.478e-11 4.562e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.495e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 3.478e-11 1.374e-02 +95 EP 43 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.583e-11 4.651e-11 4.714e-11 4.750e-11 5.381e-11 5.029e-11 6.849e-11 5.777e-11 6.280e-11 6.134e-11 5.889e-11 4.075e-06 1.041e-04 1.674e-10 7.071e-10 8.676e-05 2.018e-10 5.260e-04 7.254e-04 3.131e-04 5.995e-05 2.065e-10 2.918e-09 1.159e-09 8.128e-04 2.613e-06 2.145e-03 6.514e-04 3.695e-02 2.224e-01 2.792e-01 2.073e-01 1.646e-01 6.586e-02 1.753e-02 2.697e-09 9.518e-10 1.123e-09 9.206e-10 1.281e-07 1.055e-09 1.807e-09 7.229e-10 3.798e-08 5.715e-10 1.271e-05 1.593e-10 5.630e-10 3.518e-04 2.036e-10 1.483e-05 8.126e-05 9.054e-11 6.549e-11 1.309e-10 8.148e-05 5.844e-11 7.105e-11 5.659e-11 9.191e-06 8.404e-11 2.724e-05 5.391e-11 5.195e-11 4.582e-11 4.643e-11 7.108e-11 1.035e-04 4.582e-11 4.582e-11 4.795e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.592e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 4.582e-11 2.451e-08 +95 EP 44 9.254e-11 9.254e-11 9.256e-11 9.259e-11 9.325e-11 1.068e-10 1.576e-10 1.641e-10 8.816e-10 6.927e-10 3.601e-03 1.655e-03 3.934e-02 9.146e-01 2.566e-02 4.765e-03 2.154e-03 2.223e-03 8.796e-04 1.082e-03 2.165e-03 6.155e-04 1.340e-09 6.216e-04 3.811e-10 2.131e-09 1.339e-09 3.504e-10 2.835e-10 3.995e-04 2.116e-10 6.637e-10 2.714e-10 3.838e-05 1.312e-10 1.172e-10 1.036e-10 1.075e-10 3.231e-10 1.054e-10 1.010e-10 1.110e-10 9.473e-11 9.302e-11 9.382e-11 9.522e-11 9.302e-11 9.688e-11 9.295e-11 9.297e-11 9.262e-11 9.593e-11 9.322e-11 9.258e-11 9.260e-11 9.262e-11 9.613e-11 9.262e-11 9.255e-11 9.255e-11 9.265e-11 9.254e-11 9.254e-11 9.258e-11 9.291e-11 9.254e-11 9.254e-11 9.256e-11 9.254e-11 9.254e-11 9.254e-11 9.255e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.259e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 9.254e-11 2.034e-04 +95 EP 45 7.705e-11 7.705e-11 7.707e-11 7.719e-11 8.145e-11 1.261e-10 1.372e-10 1.608e-10 5.057e-10 6.334e-10 1.257e-08 3.918e-01 3.342e-01 1.685e-01 4.822e-02 2.274e-02 2.828e-03 8.960e-03 1.928e-03 4.887e-03 4.026e-03 2.648e-03 2.964e-03 1.390e-03 1.103e-03 5.460e-04 4.647e-04 8.566e-04 9.923e-05 2.170e-04 2.064e-04 3.474e-04 7.945e-05 1.361e-10 1.139e-10 7.584e-05 1.212e-10 2.140e-10 1.123e-10 1.203e-10 7.947e-05 8.086e-11 1.035e-10 8.021e-11 8.326e-11 8.040e-11 7.757e-11 1.155e-10 7.715e-11 7.705e-11 7.706e-11 9.495e-11 7.752e-11 7.706e-11 7.705e-11 7.706e-11 7.774e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.709e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 7.705e-11 8.182e-04 +95 EP 46 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.412e-11 1.885e-11 1.412e-11 1.419e-11 1.492e-11 1.500e-11 1.473e-11 1.445e-11 1.436e-11 1.667e-11 1.491e-11 1.481e-11 1.470e-11 1.632e-11 1.756e-11 2.045e-11 1.908e-11 2.688e-11 1.009e-10 1.880e-11 5.013e-11 2.037e-05 3.836e-11 3.220e-06 4.342e-05 9.333e-08 4.727e-04 5.579e-04 1.397e-03 6.806e-04 3.017e-03 9.608e-10 3.927e-03 7.748e-10 8.590e-02 2.261e-01 2.514e-01 1.825e-01 1.102e-01 6.081e-02 3.029e-02 1.440e-02 9.670e-03 4.874e-03 4.035e-03 2.068e-03 1.857e-03 4.660e-04 7.301e-04 4.440e-04 1.093e-04 5.984e-04 3.306e-05 2.977e-05 2.974e-04 4.509e-05 6.044e-05 1.216e-05 1.140e-04 5.754e-05 6.218e-05 1.085e-04 3.834e-05 1.411e-11 9.507e-06 2.864e-11 1.306e-10 1.411e-11 1.411e-11 6.548e-05 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 2.531e-03 +95 EP 47 9.657e-11 9.657e-11 9.659e-11 9.661e-11 9.720e-11 1.423e-10 1.824e-10 2.028e-10 1.462e-03 9.804e-04 2.730e-03 2.043e-03 4.802e-09 6.244e-02 9.099e-01 1.431e-02 1.718e-09 3.290e-03 8.767e-04 4.754e-05 2.311e-09 7.888e-05 7.714e-04 4.105e-10 9.654e-05 9.597e-05 9.669e-05 3.592e-04 2.260e-10 3.051e-04 1.848e-10 1.494e-10 1.233e-04 1.736e-10 1.139e-10 1.797e-10 1.374e-10 1.390e-10 1.263e-10 1.019e-10 1.037e-10 2.940e-10 1.054e-10 9.877e-11 9.913e-11 9.913e-11 1.024e-10 9.727e-11 9.729e-11 9.689e-11 9.717e-11 1.016e-10 9.897e-11 9.668e-11 9.668e-11 9.992e-11 9.705e-11 9.687e-11 9.658e-11 9.659e-11 9.666e-11 9.657e-11 9.657e-11 9.660e-11 9.678e-11 9.657e-11 9.657e-11 9.675e-11 9.657e-11 9.657e-11 9.657e-11 9.658e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 9.657e-11 3.753e-10 +95 EP 48 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.687e-11 5.912e-11 6.432e-11 1.186e-10 1.036e-10 1.030e-10 1.476e-04 3.754e-10 1.040e-10 1.020e-04 1.857e-10 1.537e-04 2.426e-05 2.018e-04 1.863e-09 9.701e-10 3.827e-10 1.530e-03 7.853e-05 9.899e-04 7.026e-10 8.475e-10 1.458e-01 7.724e-01 5.373e-02 9.799e-03 5.968e-03 5.085e-03 1.693e-03 5.274e-09 9.131e-04 1.418e-03 6.567e-10 1.151e-09 2.944e-10 3.280e-09 1.163e-10 3.253e-10 1.025e-10 1.027e-10 8.010e-11 2.756e-09 1.117e-10 1.328e-10 7.538e-11 1.041e-10 6.970e-11 9.756e-11 6.860e-11 5.983e-11 7.209e-11 6.385e-11 6.309e-11 5.790e-11 5.878e-11 6.496e-11 5.809e-11 5.715e-11 5.734e-11 5.829e-11 5.858e-11 5.704e-11 5.709e-11 5.918e-11 5.679e-11 5.685e-11 5.689e-11 6.225e-11 5.679e-11 5.679e-11 5.684e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.690e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 5.679e-11 3.522e-10 +95 EP 49 2.924e-11 2.941e-11 3.014e-11 2.670e-10 3.759e-01 6.197e-01 3.616e-10 3.306e-03 9.992e-04 1.051e-09 5.891e-05 6.509e-10 4.982e-11 4.973e-11 5.275e-11 6.119e-05 4.531e-11 3.388e-11 3.169e-11 3.513e-11 3.484e-10 3.010e-11 3.150e-11 3.079e-11 3.113e-11 3.619e-11 2.941e-11 2.961e-11 2.932e-11 1.365e-10 2.947e-11 2.929e-11 2.934e-11 3.301e-11 2.972e-11 2.927e-11 2.926e-11 2.924e-11 2.925e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.927e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 2.924e-11 4.867e-11 +95 EP 50 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.615e-11 4.663e-11 3.306e-10 4.785e-11 6.490e-11 6.527e-11 6.616e-11 5.732e-11 1.242e-10 7.674e-11 2.009e-10 8.660e-05 1.641e-10 9.489e-11 4.314e-10 4.409e-10 6.285e-05 2.052e-10 2.260e-10 7.158e-04 2.149e-07 4.738e-04 1.996e-03 7.977e-10 7.371e-04 1.186e-07 1.814e-04 2.700e-03 1.964e-08 9.322e-02 4.329e-01 3.599e-01 9.676e-02 1.011e-02 1.123e-08 6.084e-10 1.235e-09 4.070e-10 2.869e-10 1.774e-10 2.026e-10 1.405e-10 3.012e-10 7.190e-06 2.161e-10 1.095e-10 9.519e-05 1.054e-10 3.159e-10 9.414e-11 9.583e-11 7.530e-11 5.813e-11 8.241e-11 5.778e-11 5.504e-11 6.157e-11 2.040e-10 1.884e-10 5.398e-11 1.179e-10 4.614e-11 5.583e-11 7.059e-11 4.614e-11 4.614e-11 4.614e-11 9.035e-11 4.614e-11 4.614e-11 4.701e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.627e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.614e-11 4.414e-10 +95 EP 51 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.354e-10 3.663e-05 3.968e-06 4.112e-10 2.093e-03 1.351e-03 2.485e-09 4.752e-04 4.588e-10 9.543e-04 1.200e-08 5.031e-01 3.393e-01 6.961e-02 1.954e-02 2.306e-02 1.164e-02 3.754e-03 4.901e-03 4.555e-03 5.635e-03 4.401e-03 1.481e-03 8.802e-04 8.128e-04 1.579e-03 9.999e-10 1.075e-04 7.764e-10 2.667e-10 2.046e-10 1.815e-10 2.578e-10 1.691e-10 8.401e-10 1.504e-10 1.502e-10 6.483e-05 1.012e-04 1.402e-10 1.700e-10 1.607e-10 1.551e-10 1.332e-10 1.337e-10 1.332e-10 1.355e-10 1.326e-10 1.633e-10 1.329e-10 1.329e-10 1.849e-10 1.327e-10 1.347e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.357e-10 1.326e-10 1.326e-10 1.328e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 1.326e-10 4.687e-04 +95 EP 52 7.632e-11 7.632e-11 7.637e-11 7.696e-11 7.896e-11 1.095e-10 1.365e-10 1.680e-10 1.053e-02 5.291e-02 9.029e-01 2.643e-02 7.269e-09 6.929e-04 6.852e-09 2.596e-03 1.656e-03 3.000e-04 8.374e-07 4.324e-04 6.464e-04 5.181e-04 9.139e-05 1.730e-10 1.836e-10 1.959e-10 1.092e-10 1.304e-10 1.896e-10 1.248e-10 2.288e-10 1.628e-10 1.027e-10 9.162e-11 8.355e-11 1.799e-10 8.762e-11 9.166e-11 7.920e-11 7.829e-11 9.471e-11 7.694e-11 7.722e-11 7.880e-11 7.902e-11 7.806e-11 7.649e-11 7.840e-11 7.669e-11 7.634e-11 7.640e-11 7.981e-11 7.769e-11 7.633e-11 7.633e-11 7.639e-11 7.640e-11 7.633e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.642e-11 7.632e-11 7.632e-11 7.635e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 7.632e-11 2.839e-04 +95 TP 1 3.756e-01 3.540e-03 3.179e-11 1.053e-03 1.728e-03 1.230e-03 6.641e-03 7.922e-06 1.108e-02 1.274e-01 5.745e-04 8.443e-10 4.085e-05 1.453e-10 1.963e-04 9.422e-11 1.781e-03 4.157e-06 6.088e-04 5.054e-10 3.390e-10 2.477e-11 9.939e-11 2.942e-11 1.743e-03 1.023e-04 1.329e-04 7.010e-10 1.635e-10 1.155e-04 2.959e-03 3.860e-04 1.895e-04 1.552e-10 3.178e-04 8.324e-02 2.267e-01 7.346e-09 6.038e-11 5.949e-03 1.090e-10 3.940e-02 6.989e-02 2.418e-04 6.553e-04 3.402e-02 1.295e-10 2.250e-03 3.112e-11 1.287e-09 5.074e-11 1.909e-04 +95 TP 2 1.654e-09 1.322e-01 7.504e-04 3.359e-02 9.865e-02 4.891e-02 1.210e-09 7.747e-05 1.195e-09 4.298e-10 4.438e-10 4.759e-10 1.628e-02 2.866e-01 2.683e-02 4.239e-04 2.037e-01 1.155e-02 5.381e-02 7.742e-03 5.795e-10 7.189e-11 1.389e-09 5.679e-10 9.388e-10 3.347e-03 1.098e-03 8.608e-10 1.815e-09 4.998e-03 5.907e-10 5.562e-03 4.542e-03 2.321e-09 7.747e-10 8.257e-10 6.702e-10 5.930e-10 1.247e-08 1.129e-09 1.635e-02 1.033e-09 1.265e-09 8.135e-03 2.733e-02 1.850e-09 1.604e-03 5.407e-10 1.432e-04 4.732e-10 1.676e-03 4.080e-03 +95 TP 3 3.042e-03 3.048e-03 8.919e-02 8.076e-05 2.332e-09 3.705e-02 1.456e-03 1.271e-02 5.259e-06 6.059e-09 6.514e-03 8.631e-03 2.232e-02 2.510e-02 1.849e-02 1.064e-03 9.000e-03 2.434e-02 3.122e-02 3.662e-02 1.147e-02 1.983e-10 1.950e-02 6.605e-02 4.446e-03 3.136e-02 1.849e-02 7.727e-03 2.381e-02 1.966e-02 4.217e-04 7.827e-02 3.324e-02 7.279e-02 9.720e-04 3.050e-03 8.621e-04 6.828e-03 3.134e-02 6.682e-10 4.218e-02 2.393e-04 1.408e-03 3.903e-02 5.363e-02 1.522e-04 3.329e-02 4.699e-03 6.984e-03 4.911e-03 4.718e-02 6.139e-03 +95 TP 4 4.423e-10 1.997e-09 3.166e-07 2.448e-01 1.368e-09 1.428e-01 1.107e-04 1.305e-03 1.655e-09 1.016e-09 3.862e-10 5.419e-09 1.695e-01 1.242e-09 5.750e-10 8.051e-04 1.075e-09 1.689e-02 3.645e-06 2.319e-01 7.164e-10 1.580e-10 1.082e-09 1.415e-03 1.139e-09 9.427e-03 3.028e-03 3.363e-10 7.096e-10 3.989e-02 8.190e-10 1.411e-02 1.520e-02 2.614e-03 8.569e-04 6.368e-10 4.961e-10 6.791e-10 5.038e-03 1.051e-07 1.202e-02 2.053e-05 5.968e-04 1.288e-02 5.650e-02 8.189e-04 1.495e-03 3.148e-08 9.421e-04 1.028e-09 1.876e-09 1.501e-02 +95 TP 5 4.376e-10 9.445e-10 3.318e-03 1.705e-01 1.583e-01 1.047e-01 4.348e-10 8.797e-09 6.961e-10 8.678e-10 5.806e-10 4.414e-10 6.110e-02 7.117e-10 5.299e-10 2.786e-04 7.704e-10 2.199e-02 2.370e-06 2.894e-09 4.432e-10 9.987e-11 5.692e-10 1.071e-06 4.471e-10 9.141e-03 2.750e-03 4.297e-10 1.182e-09 2.938e-02 1.117e-08 1.378e-02 1.142e-02 8.298e-04 8.041e-10 5.781e-10 8.310e-10 4.990e-10 3.391e-03 1.860e-09 3.134e-01 1.188e-09 4.676e-04 2.450e-02 4.825e-02 1.018e-03 1.303e-02 4.603e-10 2.792e-04 4.374e-06 1.009e-05 8.226e-03 +95 TP 6 4.130e-10 1.959e-04 1.046e-02 1.472e-09 1.420e-09 8.748e-02 3.691e-10 4.414e-03 8.527e-10 5.723e-10 3.172e-10 8.598e-10 1.192e-09 5.182e-10 7.141e-10 5.914e-04 4.392e-09 5.734e-02 9.447e-10 1.387e-09 1.811e-06 1.162e-10 3.332e-05 4.837e-09 1.387e-09 3.127e-02 1.124e-02 3.232e-10 6.643e-10 6.930e-02 6.554e-10 7.358e-02 3.783e-02 1.442e-02 2.593e-10 1.386e-09 4.268e-10 6.245e-10 1.774e-02 1.136e-03 1.462e-09 5.387e-10 1.403e-04 1.762e-01 1.665e-01 4.863e-10 2.023e-01 7.806e-06 2.432e-03 4.589e-10 9.203e-10 3.547e-02 +95 TP 7 7.247e-03 2.058e-03 3.660e-11 3.431e-04 7.757e-04 1.538e-04 5.852e-01 2.998e-11 4.106e-03 2.199e-03 3.064e-10 2.496e-10 8.605e-06 6.176e-10 7.901e-04 1.006e-03 6.561e-04 1.090e-08 6.795e-11 5.968e-11 1.282e-10 2.499e-11 6.299e-11 2.769e-10 7.253e-04 1.435e-10 2.519e-11 1.331e-10 9.309e-11 9.490e-11 4.409e-03 5.108e-05 1.046e-04 2.278e-05 7.286e-10 4.923e-02 1.888e-02 8.020e-05 1.006e-10 3.030e-03 1.833e-10 7.673e-02 1.737e-02 2.102e-04 1.526e-05 2.234e-01 3.870e-10 9.498e-04 2.505e-11 5.436e-10 3.381e-11 1.975e-04 +95 TP 8 2.091e-03 2.126e-09 1.783e-01 3.424e-04 3.777e-05 1.680e-02 3.467e-04 1.241e-01 1.420e-09 4.196e-10 3.920e-03 6.852e-03 1.524e-02 1.652e-02 1.198e-02 4.534e-04 8.129e-03 2.749e-02 1.857e-02 2.280e-02 6.718e-03 8.308e-05 1.189e-02 3.126e-02 4.544e-03 3.676e-09 1.035e-02 4.477e-03 1.261e-02 1.235e-02 1.070e-03 3.985e-02 5.664e-03 2.876e-02 3.890e-06 1.636e-03 5.492e-04 4.356e-03 1.604e-01 1.091e-09 2.695e-02 9.474e-04 4.617e-04 2.002e-02 3.777e-02 2.479e-09 2.087e-02 4.049e-03 5.474e-03 2.420e-03 2.267e-02 6.773e-02 +95 TP 9 7.321e-10 6.031e-02 1.244e-10 7.642e-03 1.570e-02 1.383e-02 4.587e-10 6.696e-11 2.312e-01 6.683e-10 5.892e-02 1.770e-01 2.917e-03 9.673e-08 1.840e-02 1.627e-09 1.921e-02 4.296e-03 6.137e-03 4.007e-10 3.818e-09 5.544e-11 1.048e-09 2.458e-06 4.260e-02 1.069e-03 3.629e-04 3.147e-09 4.577e-04 3.715e-04 3.311e-09 1.071e-03 2.011e-03 2.032e-04 1.839e-09 5.399e-10 6.288e-10 7.743e-02 1.648e-10 1.774e-01 2.447e-08 1.130e-09 2.063e-09 2.490e-03 6.238e-03 4.471e-10 2.249e-04 7.052e-02 2.150e-10 1.323e-09 1.206e-10 1.960e-03 +95 TP 10 2.204e-01 5.676e-03 8.144e-11 1.379e-03 3.242e-03 8.390e-04 5.183e-09 6.376e-11 2.075e-02 3.711e-01 1.108e-03 3.158e-09 1.193e-03 5.729e-10 3.167e-03 2.728e-10 3.144e-03 7.828e-04 1.516e-03 1.341e-10 7.897e-09 9.288e-11 2.906e-10 8.419e-11 4.344e-03 9.633e-05 1.513e-04 2.286e-09 3.108e-10 3.134e-04 1.342e-02 1.055e-04 1.170e-03 2.636e-10 1.391e-01 1.561e-02 1.165e-02 7.672e-04 2.164e-10 8.603e-03 3.226e-10 7.402e-06 2.248e-02 9.523e-04 2.019e-03 7.453e-09 3.584e-04 3.245e-03 3.972e-08 1.414e-01 1.465e-10 2.266e-10 +95 TP 11 2.803e-02 6.160e-03 1.026e-10 6.687e-04 4.421e-03 2.844e-03 9.237e-03 7.658e-11 8.655e-02 1.476e-02 3.411e-01 7.627e-09 9.359e-04 6.313e-10 3.782e-03 2.872e-03 3.196e-03 1.844e-03 1.460e-04 2.490e-10 4.051e-09 6.490e-11 9.372e-10 4.040e-05 6.733e-03 6.681e-10 1.981e-10 1.737e-01 2.156e-10 9.594e-04 3.690e-02 1.704e-10 3.952e-04 3.746e-10 2.072e-02 2.391e-02 2.943e-02 3.718e-09 1.710e-10 7.985e-03 1.832e-04 3.716e-02 4.152e-02 1.047e-03 9.683e-04 1.410e-02 7.523e-10 9.693e-03 1.503e-04 8.767e-02 1.183e-10 1.984e-04 +95 TP 12 2.528e-02 2.055e-02 1.070e-10 2.504e-03 7.910e-03 3.558e-03 5.160e-03 9.017e-11 1.653e-02 9.392e-03 1.397e-01 2.728e-01 2.538e-04 1.764e-09 3.346e-03 2.246e-03 5.519e-03 2.163e-03 2.596e-03 2.544e-10 2.169e-09 6.888e-11 9.092e-10 1.699e-10 7.869e-03 2.412e-04 1.234e-10 7.679e-02 8.054e-10 3.683e-04 3.470e-02 4.622e-04 7.025e-04 4.930e-10 1.777e-02 1.217e-02 2.363e-02 7.709e-02 2.611e-10 6.580e-02 5.818e-10 3.365e-02 2.259e-02 8.024e-04 2.808e-03 1.572e-02 3.245e-10 2.678e-02 9.273e-11 6.052e-02 1.333e-10 4.398e-05 +95 TP 13 1.046e-03 1.480e-03 1.342e-09 1.227e-09 3.047e-09 1.071e-01 5.582e-04 5.692e-10 3.865e-03 8.285e-04 1.392e-03 1.991e-03 4.354e-01 1.287e-02 7.786e-03 6.671e-04 6.598e-03 1.131e-02 1.865e-02 1.546e-01 5.368e-03 1.486e-10 7.087e-03 3.820e-04 3.631e-03 2.932e-03 1.422e-03 2.107e-03 9.658e-03 8.353e-02 1.460e-03 3.584e-03 6.867e-03 1.245e-09 6.390e-04 2.451e-03 1.677e-03 3.134e-03 1.433e-09 5.247e-10 4.233e-02 1.054e-03 2.347e-03 2.201e-07 2.542e-02 1.002e-03 1.663e-09 2.642e-03 6.723e-04 2.371e-03 1.227e-02 7.784e-03 +95 TP 14 5.939e-03 5.664e-03 1.101e-09 1.366e-02 3.713e-02 1.509e-02 1.563e-03 9.456e-11 6.900e-03 2.047e-03 1.356e-02 1.540e-02 6.356e-03 4.073e-01 1.426e-01 1.794e-03 7.157e-02 6.236e-03 2.430e-02 3.476e-04 2.445e-02 5.531e-11 4.865e-02 1.858e-10 2.542e-02 1.253e-03 3.045e-04 9.357e-03 8.901e-10 3.322e-03 6.405e-03 9.516e-04 3.408e-03 5.712e-04 3.758e-03 3.071e-03 5.703e-03 1.409e-02 2.282e-10 7.607e-03 5.919e-07 9.050e-03 7.792e-03 3.464e-03 1.103e-02 4.323e-03 1.492e-04 1.667e-02 7.338e-11 1.090e-02 7.956e-10 8.289e-04 +95 TP 15 7.548e-03 1.022e-01 1.318e-10 6.370e-03 1.555e-02 9.194e-03 2.507e-03 2.141e-10 1.355e-02 2.800e-03 1.352e-02 2.065e-02 2.354e-03 1.486e-02 4.288e-01 1.747e-03 1.604e-02 3.417e-03 8.782e-03 6.520e-10 3.552e-02 5.616e-11 1.077e-01 1.536e-10 4.724e-02 5.199e-04 1.385e-04 1.732e-02 1.398e-09 6.687e-04 7.840e-03 1.528e-03 1.147e-03 4.907e-10 5.814e-03 5.121e-03 7.016e-03 1.980e-02 9.512e-10 8.546e-03 2.570e-08 1.058e-02 4.773e-03 3.099e-03 4.923e-03 4.336e-03 3.594e-07 1.866e-02 1.973e-04 1.597e-02 6.390e-10 1.676e-03 +95 TP 16 1.647e-03 3.252e-02 4.695e-10 2.397e-03 1.314e-02 9.850e-03 3.273e-02 3.058e-10 1.974e-02 4.140e-09 6.223e-04 6.361e-10 1.090e-03 1.565e-04 1.573e-07 7.560e-01 5.719e-03 1.947e-03 8.965e-04 1.061e-09 5.468e-10 2.802e-10 4.340e-10 2.825e-04 9.025e-03 1.200e-09 3.942e-10 4.899e-10 4.700e-10 1.557e-09 3.361e-03 5.564e-04 1.147e-03 4.370e-10 8.924e-10 4.420e-03 1.246e-09 9.056e-05 5.187e-10 1.376e-02 1.309e-03 3.846e-02 3.392e-02 1.051e-03 7.316e-03 8.147e-04 6.994e-10 6.031e-03 3.108e-09 1.118e-09 9.964e-10 5.180e-10 +95 TP 17 6.006e-10 2.085e-09 3.793e-05 4.133e-02 1.354e-01 5.022e-02 3.807e-10 1.590e-10 6.118e-07 9.507e-10 4.319e-10 8.437e-10 2.049e-02 2.678e-08 7.976e-10 7.273e-04 3.762e-01 1.350e-02 1.158e-01 5.003e-03 1.527e-09 8.199e-11 1.022e-09 5.407e-10 6.341e-10 3.879e-03 1.850e-03 7.255e-10 1.661e-01 7.731e-03 1.898e-05 4.153e-03 5.858e-03 1.247e-09 6.024e-10 3.750e-04 9.672e-10 1.354e-09 3.146e-08 1.230e-03 1.808e-03 2.535e-04 4.857e-04 1.183e-02 2.619e-02 5.722e-10 3.487e-03 4.749e-10 3.330e-04 8.678e-10 1.202e-03 4.598e-03 +95 TP 18 3.929e-10 1.025e-03 1.230e-09 1.720e-04 1.341e-09 2.558e-03 2.817e-10 9.689e-10 1.939e-04 4.513e-10 1.638e-04 6.374e-10 5.521e-10 2.980e-10 2.392e-06 3.608e-04 7.497e-10 5.644e-02 2.209e-06 3.132e-09 1.923e-04 3.200e-04 5.229e-10 9.190e-10 7.163e-04 1.574e-01 8.650e-02 4.603e-10 5.071e-10 1.392e-07 2.929e-10 7.272e-10 2.909e-01 8.531e-10 4.162e-10 2.745e-10 1.750e-10 5.893e-05 3.756e-01 2.605e-04 4.703e-10 4.917e-10 1.335e-05 5.510e-04 4.099e-09 1.117e-04 3.841e-04 4.551e-04 2.565e-02 1.001e-09 7.065e-10 5.852e-09 +95 TP 19 2.912e-03 2.905e-03 5.692e-10 2.295e-02 8.361e-02 2.631e-02 3.264e-04 1.032e-09 5.651e-03 1.648e-03 8.785e-03 1.005e-02 1.314e-02 5.403e-02 3.192e-02 1.216e-03 4.018e-02 7.843e-03 4.401e-01 3.709e-06 1.144e-02 8.100e-06 2.252e-02 6.157e-04 1.053e-02 1.161e-03 1.474e-03 8.016e-03 1.024e-01 3.078e-03 3.319e-03 1.978e-03 3.492e-03 3.999e-04 7.103e-04 2.044e-03 3.030e-03 7.570e-03 3.184e-09 6.220e-03 1.486e-09 8.424e-03 2.799e-03 3.158e-03 1.756e-02 3.675e-03 8.862e-05 1.028e-02 1.425e-04 7.085e-03 1.125e-03 2.165e-03 +95 TP 20 3.789e-03 5.504e-03 1.730e-04 1.218e-06 1.018e-09 5.898e-02 1.276e-04 6.925e-10 1.140e-06 2.243e-03 9.151e-03 1.417e-02 5.235e-02 3.039e-02 2.462e-02 9.868e-04 2.126e-02 8.577e-03 5.021e-02 3.698e-01 1.539e-02 1.130e-10 1.854e-02 2.205e-03 1.062e-02 1.799e-03 2.406e-03 7.834e-03 2.832e-02 1.140e-02 3.491e-03 5.312e-03 6.741e-03 1.769e-09 3.379e-03 3.142e-03 2.654e-03 7.554e-03 1.595e-09 5.929e-04 1.671e-01 2.342e-03 3.846e-03 5.138e-03 1.584e-02 1.681e-03 3.369e-03 8.257e-03 2.395e-10 5.749e-03 9.334e-10 2.995e-03 +95 TP 21 1.605e-02 3.910e-02 1.117e-10 3.653e-03 1.015e-02 7.416e-03 5.950e-03 1.011e-10 2.745e-02 8.579e-03 4.077e-02 8.349e-02 2.032e-03 1.759e-09 1.300e-02 1.814e-03 7.341e-03 2.476e-03 2.421e-03 2.431e-10 3.339e-01 6.950e-11 8.111e-10 7.811e-10 3.485e-02 6.022e-04 2.486e-04 2.809e-02 8.630e-10 5.978e-04 1.784e-02 4.230e-04 9.890e-04 6.086e-10 1.339e-02 7.473e-03 1.713e-02 1.150e-01 1.080e-09 5.485e-09 2.008e-09 2.366e-02 1.671e-02 1.154e-03 3.692e-03 1.164e-02 3.507e-10 7.452e-02 1.552e-04 2.577e-02 3.600e-10 4.010e-04 +95 TP 22 7.676e-11 1.002e-04 4.641e-10 1.193e-10 8.761e-11 7.252e-05 1.205e-10 9.575e-04 8.147e-11 7.415e-11 7.951e-11 7.796e-11 2.800e-05 1.716e-10 9.371e-11 7.387e-11 9.302e-11 2.977e-10 7.736e-11 1.152e-09 8.860e-11 8.151e-01 1.512e-04 8.855e-10 2.381e-10 5.513e-03 1.657e-02 1.000e-10 3.982e-05 1.842e-10 4.051e-05 1.341e-04 2.519e-04 4.137e-10 8.107e-11 7.675e-11 7.396e-11 3.965e-05 1.265e-04 7.575e-11 8.729e-11 8.464e-11 7.895e-11 1.021e-10 3.252e-04 7.434e-05 8.375e-05 1.258e-10 1.597e-01 8.511e-11 2.484e-10 7.531e-04 +95 TP 23 2.602e-02 4.869e-09 2.809e-10 5.293e-09 1.527e-09 2.383e-09 3.847e-03 1.453e-10 2.481e-02 4.848e-07 4.976e-02 8.008e-02 5.541e-07 1.429e-09 1.697e-09 5.077e-03 2.969e-09 4.721e-04 3.294e-09 1.161e-09 1.710e-01 9.514e-11 1.729e-01 1.990e-10 2.095e-08 1.528e-04 3.590e-04 4.552e-02 2.403e-09 6.970e-04 2.155e-02 4.140e-04 6.597e-10 1.135e-09 2.315e-02 1.370e-02 1.968e-02 7.885e-02 5.385e-10 1.216e-02 2.227e-09 3.285e-02 1.685e-02 1.278e-03 5.395e-09 1.240e-02 6.191e-10 1.410e-01 1.481e-05 4.533e-02 6.593e-10 7.171e-10 +95 TP 24 3.820e-03 1.007e-06 2.296e-06 3.935e-03 8.226e-08 7.033e-02 6.704e-04 3.023e-03 1.550e-03 7.933e-09 1.289e-02 9.334e-03 4.067e-02 4.012e-02 3.064e-02 5.561e-04 2.299e-02 2.611e-09 4.975e-02 7.109e-02 2.011e-02 1.440e-10 2.329e-02 1.128e-01 1.317e-02 1.873e-03 3.734e-03 6.970e-03 3.334e-02 5.190e-02 3.053e-03 7.791e-09 2.425e-03 2.570e-09 1.468e-03 2.447e-03 3.329e-03 1.003e-02 7.509e-03 1.901e-05 6.873e-02 2.109e-03 1.225e-03 3.591e-09 3.950e-08 2.765e-03 1.138e-01 6.341e-03 4.704e-09 1.252e-02 1.296e-01 4.156e-03 +95 TP 25 2.836e-09 1.621e-01 1.798e-10 1.135e-02 3.731e-02 1.963e-02 1.985e-04 1.022e-10 1.228e-09 5.746e-09 5.734e-10 7.005e-10 6.574e-03 1.565e-09 1.119e-01 2.623e-04 3.081e-02 5.950e-03 1.402e-02 7.630e-10 3.110e-09 6.481e-11 1.910e-01 1.521e-10 3.809e-01 4.461e-04 1.847e-09 5.690e-10 3.753e-03 1.752e-03 5.275e-10 3.725e-04 3.099e-03 3.624e-10 7.380e-10 6.024e-10 1.545e-09 1.738e-04 2.975e-10 4.843e-09 2.004e-09 2.525e-09 1.520e-09 4.556e-03 1.258e-02 1.339e-09 5.367e-10 1.985e-09 1.760e-04 6.996e-10 3.488e-10 1.083e-03 +95 TP 26 1.628e-10 1.948e-10 3.241e-02 7.361e-05 2.874e-10 3.052e-03 6.492e-11 1.178e-01 2.717e-10 6.803e-11 6.438e-04 4.916e-04 2.188e-03 2.613e-03 1.369e-03 4.216e-05 1.635e-03 1.333e-02 2.730e-03 4.385e-03 6.810e-04 7.521e-04 1.349e-03 7.484e-03 4.910e-04 4.266e-01 1.833e-01 6.276e-04 1.692e-03 1.317e-03 2.825e-10 8.696e-03 6.265e-02 8.049e-03 8.317e-10 2.568e-07 1.292e-04 5.995e-04 1.213e-02 1.167e-10 3.899e-03 3.858e-04 1.300e-04 4.585e-03 7.079e-03 8.906e-11 3.942e-03 6.116e-04 6.067e-02 3.792e-04 6.084e-03 1.295e-02 +95 TP 27 6.027e-11 4.694e-05 1.792e-02 3.972e-10 1.414e-10 1.230e-03 3.271e-11 4.921e-02 1.960e-10 8.527e-11 1.151e-04 2.183e-04 1.247e-03 8.734e-04 5.752e-04 3.327e-05 4.086e-04 6.757e-03 1.287e-03 1.464e-03 3.352e-04 5.789e-03 6.381e-04 2.976e-03 2.064e-04 1.829e-01 4.786e-01 9.063e-05 1.295e-03 1.010e-03 1.550e-04 4.541e-03 2.865e-02 5.192e-03 3.750e-05 3.177e-11 6.426e-05 4.014e-05 1.075e-02 9.936e-11 2.023e-03 1.239e-10 2.200e-05 1.885e-03 2.300e-03 3.204e-11 1.795e-03 1.703e-04 1.763e-01 2.654e-04 2.441e-03 8.156e-03 +95 TP 28 6.354e-02 4.544e-03 1.211e-10 1.800e-03 1.689e-03 8.642e-04 1.708e-02 8.280e-11 2.054e-02 2.327e-02 1.260e-09 2.452e-09 3.631e-04 1.054e-04 3.200e-03 3.344e-03 2.355e-03 1.047e-03 1.961e-09 2.154e-10 1.548e-09 7.060e-11 5.730e-10 3.859e-10 3.342e-03 1.211e-04 1.305e-10 2.296e-01 2.619e-10 1.295e-03 2.969e-09 2.144e-09 5.481e-04 3.216e-10 8.986e-02 4.885e-02 6.590e-02 1.627e-04 6.299e-10 1.828e-02 4.535e-10 6.620e-02 5.470e-02 3.868e-04 1.239e-04 3.843e-02 4.795e-10 9.075e-03 8.840e-11 2.289e-01 1.898e-10 4.221e-04 +95 TP 29 1.194e-02 1.696e-08 1.494e-09 4.272e-09 2.044e-09 7.430e-09 2.621e-03 4.829e-10 1.478e-02 8.751e-06 2.200e-02 2.316e-02 2.405e-03 2.503e-01 9.614e-02 3.275e-03 7.075e-09 9.804e-06 2.162e-09 2.172e-09 3.887e-02 2.992e-10 6.185e-02 3.451e-10 3.735e-02 3.297e-04 2.942e-08 1.864e-02 2.787e-01 1.756e-08 8.033e-03 1.528e-09 6.561e-10 5.465e-10 7.959e-03 7.426e-03 1.143e-02 1.696e-02 1.203e-07 1.331e-02 3.198e-09 1.046e-02 7.164e-03 4.764e-09 2.322e-09 6.024e-03 6.503e-10 2.734e-02 4.913e-10 2.159e-02 2.812e-09 1.841e-09 +95 TP 30 1.865e-03 1.047e-09 1.036e-04 2.723e-06 1.085e-09 7.434e-02 1.203e-03 3.871e-09 1.041e-03 1.248e-09 4.602e-09 4.810e-07 4.003e-08 1.380e-09 2.102e-03 1.283e-09 2.952e-03 1.790e-02 1.037e-09 6.907e-09 7.359e-04 1.405e-10 1.765e-03 7.854e-09 5.920e-05 5.440e-03 2.901e-03 1.543e-09 1.392e-09 3.930e-01 9.741e-04 1.157e-02 8.999e-03 5.157e-08 4.496e-10 7.340e-09 5.402e-04 1.358e-09 3.483e-09 5.400e-04 1.819e-03 3.752e-04 3.411e-09 1.619e-02 4.817e-02 4.293e-04 1.064e-01 7.505e-05 1.694e-03 3.428e-03 2.869e-01 6.461e-03 +95 TP 31 2.244e-09 2.440e-02 9.047e-11 2.291e-03 9.957e-03 5.268e-03 8.215e-10 6.434e-11 1.730e-01 2.128e-09 1.172e-01 1.005e-08 3.177e-04 1.366e-09 6.285e-03 2.108e-09 7.646e-03 1.636e-03 2.899e-03 2.815e-10 3.342e-09 5.645e-11 7.171e-10 2.303e-10 1.727e-02 5.188e-04 4.877e-04 1.690e-01 3.501e-10 7.083e-04 3.687e-01 8.766e-04 1.151e-03 2.791e-10 3.160e-09 2.622e-09 2.000e-09 1.393e-02 1.610e-10 4.535e-02 9.432e-04 2.515e-09 1.698e-09 7.387e-04 4.758e-03 7.295e-10 3.272e-04 2.382e-02 1.408e-04 4.066e-04 1.280e-10 5.900e-05 +95 TP 32 1.611e-03 1.933e-03 1.240e-09 6.403e-04 8.047e-08 2.376e-02 2.792e-04 2.335e-03 1.725e-03 3.298e-09 2.869e-03 2.611e-03 1.292e-02 1.023e-02 8.369e-03 3.776e-04 4.377e-03 2.172e-02 1.292e-02 1.698e-02 3.898e-03 1.128e-10 8.106e-03 1.187e-01 3.087e-03 1.117e-02 4.019e-03 2.595e-03 7.923e-03 1.178e-02 1.977e-03 4.255e-01 1.085e-02 4.074e-02 1.393e-03 1.797e-03 1.198e-03 2.886e-03 2.472e-03 6.630e-10 1.957e-02 8.455e-04 1.817e-04 4.146e-02 8.668e-02 1.562e-04 1.197e-02 1.142e-03 2.078e-03 4.295e-03 3.285e-02 1.303e-02 +95 TP 33 1.483e-09 2.683e-10 6.035e-03 3.431e-10 2.662e-08 1.867e-04 6.236e-09 2.272e-01 3.066e-04 1.234e-04 4.333e-04 2.754e-10 8.407e-10 2.097e-10 2.726e-09 5.536e-05 1.910e-04 6.712e-03 5.224e-10 7.186e-10 1.222e-08 8.953e-04 2.086e-10 3.578e-10 6.423e-10 2.287e-01 1.019e-01 5.255e-05 2.299e-10 1.035e-09 4.407e-10 3.566e-07 3.904e-01 3.013e-09 7.661e-04 3.048e-09 2.100e-04 1.810e-04 2.579e-09 8.678e-10 3.964e-10 9.209e-10 3.910e-05 4.476e-04 3.345e-08 1.150e-04 9.323e-10 3.359e-10 3.449e-02 4.710e-10 6.039e-04 2.246e-08 +95 TP 34 1.830e-03 1.336e-07 2.491e-02 3.069e-03 1.092e-03 1.217e-02 3.221e-04 1.127e-04 1.239e-03 7.099e-10 1.346e-03 1.493e-03 7.042e-03 5.627e-03 4.725e-03 2.619e-04 4.286e-03 6.465e-02 7.515e-03 8.673e-03 3.281e-03 1.941e-04 3.130e-03 4.992e-02 2.428e-03 2.284e-02 1.129e-02 2.765e-03 3.538e-03 6.775e-03 2.015e-04 1.379e-01 2.535e-02 4.215e-01 8.383e-06 8.955e-10 1.019e-03 2.660e-03 3.516e-09 1.526e-09 9.680e-03 4.719e-10 7.451e-04 1.991e-02 2.270e-02 4.926e-04 5.174e-03 2.102e-03 3.706e-03 3.034e-03 1.457e-02 7.269e-02 +95 TP 35 1.254e-05 1.315e-02 9.263e-11 3.543e-03 4.175e-03 4.729e-03 1.520e-03 6.107e-11 4.768e-02 1.361e-08 4.389e-03 3.952e-03 1.189e-03 5.229e-10 2.564e-03 6.969e-09 3.397e-03 8.468e-04 1.885e-03 6.424e-10 7.282e-10 5.384e-11 3.382e-10 1.029e-10 6.954e-03 2.898e-04 1.608e-10 4.934e-02 9.390e-10 9.668e-05 9.936e-02 8.779e-04 2.583e-04 1.263e-09 4.141e-01 1.994e-04 1.998e-02 3.410e-03 2.066e-10 2.104e-02 6.216e-05 4.971e-03 1.420e-09 1.458e-03 2.882e-03 4.667e-06 2.485e-04 8.372e-03 3.328e-08 2.723e-01 1.342e-10 7.243e-04 +95 TP 36 5.060e-02 2.369e-03 2.027e-11 2.548e-04 7.781e-04 2.045e-04 2.654e-02 1.604e-11 6.744e-03 8.788e-03 8.002e-04 2.097e-10 2.439e-04 2.175e-10 5.748e-04 3.023e-04 5.155e-04 1.151e-04 2.251e-04 6.130e-11 3.042e-10 1.404e-11 4.918e-11 1.603e-11 8.268e-04 2.756e-11 1.437e-11 1.124e-05 7.026e-11 1.566e-04 4.326e-03 1.030e-04 8.997e-05 6.396e-05 4.610e-04 4.381e-01 2.076e-01 7.981e-04 9.322e-11 4.285e-03 2.323e-10 1.688e-09 3.204e-02 6.503e-05 4.313e-04 2.099e-01 2.805e-10 1.609e-03 2.377e-11 4.773e-10 3.823e-11 4.668e-05 +95 TP 37 1.753e-01 3.299e-03 2.434e-11 6.704e-04 1.360e-03 4.025e-04 9.314e-03 2.099e-11 8.686e-03 2.829e-02 1.507e-03 1.786e-09 3.346e-04 2.378e-10 3.217e-10 3.426e-04 7.717e-04 3.010e-04 4.098e-04 5.844e-11 4.317e-10 1.725e-11 9.070e-11 2.668e-11 1.661e-03 4.631e-05 1.918e-10 1.223e-09 1.247e-06 2.400e-04 7.325e-03 1.075e-04 6.342e-05 7.285e-11 5.481e-04 2.472e-01 3.870e-01 8.865e-04 5.082e-11 4.260e-03 4.888e-05 1.741e-05 4.620e-02 4.467e-04 5.272e-04 7.045e-02 3.089e-05 1.669e-03 3.475e-05 5.735e-10 2.633e-11 2.318e-04 +95 TP 38 1.846e-02 1.828e-02 4.486e-10 3.272e-03 4.866e-03 3.266e-03 5.687e-03 1.517e-10 3.521e-02 7.740e-03 7.569e-02 1.960e-01 7.663e-04 1.176e-09 5.104e-03 2.060e-03 6.443e-03 1.862e-03 1.692e-03 1.452e-04 5.086e-09 8.224e-11 1.178e-09 3.344e-10 1.422e-02 2.509e-04 7.057e-05 5.096e-02 4.323e-10 1.461e-05 2.594e-02 1.247e-03 1.418e-03 8.701e-10 1.302e-02 1.094e-02 1.624e-02 2.697e-01 1.617e-07 9.286e-02 5.665e-10 2.172e-02 2.100e-02 1.670e-03 1.609e-03 8.028e-03 4.329e-10 1.958e-02 2.164e-04 4.200e-02 2.453e-10 8.132e-04 +95 TP 39 1.249e-04 2.445e-09 1.625e-01 2.512e-03 3.064e-06 6.484e-03 4.209e-04 5.127e-03 1.256e-03 5.141e-04 1.705e-03 1.294e-03 3.197e-03 7.253e-03 3.741e-03 9.239e-11 4.687e-03 6.434e-09 7.682e-03 5.244e-03 1.517e-03 5.396e-10 4.483e-03 1.293e-02 1.160e-03 5.214e-02 3.140e-02 2.049e-03 2.190e-03 3.992e-03 1.572e-04 9.128e-03 8.741e-02 9.010e-03 6.663e-04 6.983e-04 5.173e-04 9.997e-04 4.639e-01 5.526e-04 1.112e-02 3.702e-04 5.953e-04 8.500e-03 1.015e-02 7.868e-05 6.039e-03 1.482e-03 9.298e-03 2.683e-03 9.037e-03 4.203e-02 +95 TP 40 6.953e-10 8.507e-02 8.633e-10 9.962e-03 2.527e-02 1.783e-02 5.811e-10 1.091e-10 2.134e-09 8.553e-10 1.083e-09 1.323e-02 2.906e-03 6.834e-03 3.988e-02 8.347e-10 2.471e-02 5.107e-03 1.245e-02 3.993e-10 1.862e-01 7.238e-11 9.766e-10 2.760e-09 8.181e-02 1.490e-03 3.637e-05 4.367e-07 5.982e-05 2.232e-03 1.300e-09 9.095e-04 2.108e-03 3.617e-10 6.844e-10 1.228e-09 4.135e-10 6.426e-02 3.536e-10 2.117e-01 9.333e-10 1.492e-09 2.511e-09 2.955e-03 1.117e-02 6.170e-10 1.263e-03 1.899e-01 1.794e-10 1.021e-09 2.859e-10 7.371e-04 +95 TP 41 4.018e-03 4.919e-03 2.460e-07 5.264e-02 1.299e-09 3.597e-02 1.128e-03 7.767e-10 3.012e-03 1.173e-07 4.885e-03 9.900e-03 9.929e-03 4.443e-02 2.306e-02 1.378e-03 2.197e-02 8.299e-03 1.370e-01 1.056e-09 1.109e-02 6.021e-11 1.911e-02 9.508e-10 9.695e-03 2.029e-03 1.178e-03 7.337e-03 3.885e-02 7.807e-03 3.985e-03 3.603e-03 3.788e-03 1.659e-03 1.944e-03 2.408e-03 3.683e-03 7.528e-03 4.619e-10 4.726e-03 4.505e-01 1.962e-03 4.950e-03 7.334e-03 1.731e-02 2.618e-03 2.575e-03 7.822e-03 5.725e-08 7.387e-03 1.435e-03 3.140e-03 +95 TP 42 3.697e-02 9.655e-03 5.348e-11 2.416e-03 3.414e-03 1.913e-03 1.355e-01 4.740e-11 2.708e-02 3.195e-02 6.103e-03 2.300e-09 6.989e-04 5.516e-04 5.928e-03 7.431e-03 4.912e-03 5.021e-04 6.992e-04 3.818e-06 5.274e-10 3.510e-11 1.658e-10 6.041e-11 9.176e-03 2.103e-04 1.398e-10 6.015e-09 1.412e-10 2.568e-08 1.926e-02 2.136e-04 6.737e-04 2.007e-10 9.188e-08 1.935e-09 1.963e-09 2.261e-03 1.324e-10 1.731e-02 4.008e-10 5.019e-01 1.342e-01 3.265e-04 1.199e-09 2.546e-02 2.959e-04 1.290e-02 7.911e-11 1.579e-08 1.951e-10 1.400e-09 +95 TP 43 2.832e-09 2.478e-02 1.074e-10 1.885e-03 7.487e-03 4.044e-03 3.766e-05 6.789e-11 1.057e-01 2.372e-02 3.304e-02 1.543e-02 1.537e-03 8.699e-04 6.669e-03 7.326e-04 7.829e-03 2.264e-03 2.855e-03 1.274e-09 3.449e-03 4.778e-11 4.770e-10 8.459e-11 1.317e-02 4.540e-05 2.475e-10 8.302e-09 7.187e-10 2.837e-04 2.016e-01 3.146e-10 4.506e-10 2.691e-10 2.409e-01 2.052e-03 4.091e-09 1.327e-02 1.531e-10 5.648e-02 7.583e-09 6.097e-02 1.242e-01 8.717e-04 1.600e-03 8.039e-03 5.282e-04 3.302e-02 1.143e-09 1.974e-09 1.222e-10 7.351e-04 +95 TP 44 6.646e-10 6.146e-04 1.551e-03 1.191e-07 8.382e-04 7.142e-03 4.526e-04 2.975e-03 3.193e-04 4.206e-10 5.760e-10 5.015e-07 3.008e-09 1.583e-09 3.425e-04 1.488e-10 1.520e-09 3.169e-02 5.482e-04 2.351e-09 1.732e-09 9.804e-11 2.572e-04 2.077e-01 8.512e-04 1.792e-02 6.205e-03 5.553e-04 6.018e-10 2.991e-04 1.107e-04 1.313e-01 1.945e-02 1.445e-09 2.537e-04 6.213e-10 3.486e-04 1.809e-03 6.395e-04 1.240e-09 1.777e-08 1.108e-09 5.845e-04 3.951e-01 1.486e-01 4.921e-10 2.861e-09 5.490e-10 1.442e-03 5.962e-04 1.192e-02 7.584e-03 +95 TP 45 1.881e-09 4.210e-10 1.081e-09 1.607e-09 7.333e-08 1.767e-03 1.340e-10 6.266e-03 1.210e-09 2.311e-10 8.103e-05 1.363e-09 3.448e-10 3.394e-10 3.848e-10 1.634e-10 4.588e-10 1.803e-01 1.595e-09 5.371e-10 1.278e-08 1.369e-04 6.940e-10 3.130e-09 2.824e-09 7.449e-02 3.814e-02 5.341e-10 3.995e-10 5.430e-04 4.427e-04 5.555e-02 9.085e-02 2.639e-01 3.927e-04 4.047e-05 4.511e-10 8.413e-10 2.733e-02 3.878e-10 6.616e-10 2.212e-10 2.087e-09 1.293e-09 7.530e-02 2.224e-10 7.736e-10 1.146e-09 6.388e-03 4.433e-10 7.868e-10 1.781e-01 +95 TP 46 1.594e-02 1.022e-03 1.964e-11 3.444e-04 7.771e-04 7.740e-05 1.196e-01 1.668e-11 5.009e-03 4.124e-03 2.834e-04 1.953e-10 1.286e-04 3.195e-10 3.572e-04 1.584e-08 6.459e-04 1.706e-04 2.172e-04 5.008e-11 1.532e-10 1.411e-11 3.688e-11 2.882e-11 8.609e-04 3.711e-05 1.422e-11 2.095e-10 1.160e-10 5.461e-05 2.903e-03 5.201e-05 4.916e-11 1.186e-10 1.962e-04 2.223e-01 5.298e-02 2.270e-04 1.497e-10 1.908e-03 1.231e-10 2.141e-02 1.691e-02 8.760e-11 2.763e-04 5.299e-01 3.595e-05 1.167e-03 1.418e-11 4.453e-10 5.538e-11 2.615e-05 +95 TP 47 1.212e-03 6.804e-04 2.156e-04 5.660e-04 4.469e-09 2.819e-02 6.153e-04 1.036e-09 1.149e-09 2.954e-08 2.238e-03 4.415e-03 9.675e-03 6.944e-03 6.818e-03 2.843e-04 5.093e-03 2.098e-02 1.484e-02 3.201e-02 3.829e-03 1.043e-10 4.455e-03 4.505e-09 3.447e-03 8.822e-03 4.204e-03 2.526e-03 7.474e-03 4.728e-02 1.167e-03 1.887e-02 9.520e-03 3.271e-09 9.121e-04 1.387e-03 9.083e-04 2.945e-03 7.971e-09 7.375e-04 2.311e-02 2.196e-03 5.826e-04 6.782e-02 6.001e-02 4.664e-09 4.281e-01 1.256e-03 8.787e-04 3.120e-03 1.494e-01 1.021e-02 +95 TP 48 4.399e-03 8.633e-02 1.197e-10 9.269e-03 2.556e-02 1.413e-02 3.793e-03 9.615e-11 1.019e-02 1.016e-03 1.179e-02 2.219e-02 1.906e-03 5.766e-03 2.903e-02 2.481e-04 2.238e-02 4.824e-03 1.003e-02 3.702e-10 1.291e-01 5.682e-11 8.991e-03 1.110e-09 1.526e-01 1.688e-03 1.738e-04 1.107e-02 4.279e-04 1.580e-03 4.754e-03 8.202e-04 1.894e-03 3.187e-10 4.303e-03 5.243e-03 4.304e-03 2.559e-02 3.140e-04 6.035e-09 2.233e-09 1.025e-02 2.896e-03 2.844e-03 4.624e-03 6.521e-04 5.702e-05 3.525e-01 5.075e-05 9.501e-03 2.578e-10 9.073e-04 +95 TP 49 3.256e-11 1.368e-10 5.764e-03 1.032e-10 7.052e-11 4.921e-04 3.725e-11 1.659e-02 8.684e-05 5.469e-11 7.173e-05 8.791e-10 3.922e-04 1.577e-04 2.437e-04 2.330e-05 1.424e-04 1.356e-03 1.905e-04 5.218e-04 3.757e-05 5.958e-02 5.499e-05 1.100e-03 4.004e-10 5.513e-02 1.631e-01 3.744e-11 3.610e-04 2.525e-04 9.896e-05 1.435e-03 8.712e-03 2.193e-03 7.349e-11 2.959e-11 2.980e-11 3.614e-05 4.857e-03 4.998e-11 7.264e-04 5.586e-11 7.996e-05 4.925e-04 1.177e-04 3.001e-11 5.093e-04 9.818e-11 6.714e-01 8.717e-05 9.588e-04 2.679e-03 +95 TP 50 1.633e-01 5.318e-03 9.996e-11 3.494e-04 2.833e-03 1.095e-03 2.028e-02 7.994e-11 2.072e-02 3.438e-02 3.536e-06 8.240e-10 1.656e-07 3.482e-10 1.524e-03 3.255e-03 1.946e-03 2.768e-04 3.974e-07 3.070e-10 6.647e-10 7.570e-11 2.710e-10 6.319e-11 2.852e-03 3.634e-04 6.056e-05 1.537e-09 2.226e-10 3.546e-04 1.355e-02 3.583e-04 4.103e-04 4.044e-10 1.686e-09 8.155e-02 1.252e-01 1.686e-03 1.732e-10 1.009e-02 1.100e-04 1.158e-01 8.132e-02 3.894e-04 3.547e-04 5.180e-02 3.199e-10 4.774e-03 4.623e-05 2.533e-01 1.108e-10 3.179e-04 +95 TP 51 3.458e-03 2.332e-03 1.657e-03 1.213e-03 7.260e-09 4.936e-02 1.969e-09 3.357e-07 4.139e-03 2.419e-03 1.531e-02 1.617e-02 1.236e-01 5.880e-02 3.637e-02 1.909e-03 2.630e-02 2.184e-03 8.293e-02 1.578e-01 2.774e-02 1.595e-10 3.706e-02 3.466e-09 1.281e-02 2.188e-03 2.538e-05 1.412e-02 4.301e-02 4.204e-09 3.771e-03 1.650e-03 4.630e-03 7.021e-04 3.845e-03 4.935e-03 7.031e-03 1.722e-02 2.796e-03 7.051e-04 1.341e-01 4.978e-03 1.446e-03 1.146e-06 7.691e-08 1.259e-03 4.006e-09 1.612e-02 3.602e-04 9.198e-03 6.234e-02 7.548e-08 +95 TP 52 8.869e-10 3.673e-04 3.186e-01 8.459e-04 2.717e-09 1.686e-09 1.249e-09 9.349e-10 5.453e-10 1.968e-09 2.312e-04 1.306e-04 6.571e-10 3.981e-10 1.312e-08 2.208e-05 8.967e-04 1.279e-01 2.788e-04 1.685e-09 5.633e-04 3.802e-10 8.829e-10 3.945e-09 2.239e-04 2.316e-02 1.446e-02 4.762e-10 4.683e-10 1.651e-03 6.480e-09 1.065e-09 4.542e-03 4.214e-02 5.823e-04 5.729e-10 3.708e-05 1.330e-04 3.349e-09 1.906e-06 1.485e-04 7.797e-04 9.033e-10 1.046e-03 1.633e-08 3.092e-10 1.522e-09 4.899e-10 4.234e-03 1.029e-03 1.584e-04 4.559e-01 +96 IP 1 2.740e-09 +96 IP 2 2.740e-09 +96 IP 3 2.740e-09 +96 IP 4 2.740e-09 +96 IP 5 2.740e-09 +96 IP 6 5.476e-03 +96 IP 7 2.740e-09 +96 IP 8 1.461e-01 +96 IP 9 7.656e-01 +96 IP 10 2.740e-09 +96 IP 11 5.016e-09 +96 IP 12 2.741e-09 +96 IP 13 2.669e-03 +96 IP 14 2.755e-09 +96 IP 15 2.740e-09 +96 IP 16 2.746e-09 +96 IP 17 2.740e-09 +96 IP 18 2.740e-09 +96 IP 19 2.740e-09 +96 IP 20 2.740e-09 +96 IP 21 2.740e-09 +96 IP 22 2.740e-09 +96 IP 23 2.740e-09 +96 IP 24 3.543e-09 +96 IP 25 2.740e-09 +96 IP 26 2.740e-09 +96 IP 27 2.740e-09 +96 IP 28 2.740e-09 +96 IP 29 3.484e-02 +96 IP 30 2.740e-09 +96 IP 31 2.719e-03 +96 IP 32 2.740e-09 +96 IP 33 2.754e-09 +96 IP 34 2.742e-09 +96 IP 35 3.289e-09 +96 IP 36 2.560e-03 +96 IP 37 1.615e-03 +96 IP 38 3.477e-03 +96 IP 39 2.790e-09 +96 IP 40 2.740e-09 +96 IP 41 2.740e-09 +96 IP 42 3.788e-09 +96 IP 43 2.740e-09 +96 IP 44 2.740e-09 +96 IP 45 2.765e-09 +96 IP 46 2.748e-09 +96 IP 47 2.740e-09 +96 IP 48 3.499e-02 +96 EP 1 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.480e-11 1.466e-11 1.781e-11 1.482e-11 1.502e-11 1.502e-11 1.504e-11 1.608e-10 1.735e-11 1.511e-11 1.705e-11 1.572e-11 3.287e-11 3.728e-11 5.377e-11 2.333e-11 3.038e-11 5.412e-11 3.016e-06 1.079e-04 4.747e-05 2.544e-04 9.323e-11 2.624e-04 3.143e-04 8.587e-10 1.149e-03 6.584e-04 2.259e-03 2.760e-03 8.787e-03 3.498e-10 1.217e-01 5.269e-01 2.985e-01 3.587e-02 5.787e-10 7.514e-10 7.096e-10 8.120e-06 2.318e-04 4.014e-10 5.077e-10 3.955e-10 1.239e-10 3.137e-10 2.231e-10 3.696e-09 9.638e-11 4.505e-11 1.119e-10 3.546e-05 7.005e-11 5.564e-11 3.607e-11 3.969e-11 3.360e-11 3.825e-11 6.525e-05 3.825e-11 3.801e-11 5.007e-05 4.234e-05 7.300e-11 1.472e-11 2.021e-11 1.572e-11 2.317e-11 1.467e-11 1.484e-11 2.190e-11 1.466e-11 1.466e-11 1.468e-11 1.722e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 1.466e-11 4.778e-10 +96 EP 2 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.059e-11 1.049e-11 1.116e-11 1.050e-11 1.080e-11 1.052e-11 1.054e-11 1.095e-11 1.064e-11 1.074e-11 1.075e-11 1.074e-11 1.243e-11 1.711e-11 1.491e-11 2.040e-11 4.671e-11 1.189e-11 4.920e-11 4.785e-11 1.055e-10 1.378e-10 3.405e-05 4.058e-05 9.018e-11 1.110e-04 3.950e-10 5.484e-04 1.195e-03 6.188e-04 2.226e-03 3.898e-03 6.623e-10 2.747e-03 6.872e-08 8.921e-02 2.361e-01 2.443e-01 1.811e-01 1.056e-01 5.524e-02 3.063e-02 1.583e-02 9.611e-03 5.487e-03 3.518e-03 2.783e-03 1.819e-03 1.007e-03 8.202e-04 2.866e-04 5.357e-04 3.609e-04 1.808e-04 3.056e-04 2.110e-04 1.583e-04 3.282e-05 6.971e-05 3.176e-05 1.372e-04 2.477e-10 7.268e-11 1.103e-10 1.518e-11 9.961e-11 5.138e-11 3.966e-05 1.158e-11 2.112e-11 1.116e-09 1.049e-11 1.049e-11 1.214e-11 1.382e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 1.049e-11 3.196e-03 +96 EP 3 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.467e-10 1.461e-10 1.486e-10 1.604e-10 1.801e-10 2.758e-10 3.300e-10 2.019e-10 2.083e-10 3.319e-10 3.107e-10 4.066e-10 9.503e-10 4.140e-10 7.011e-10 3.567e-10 4.546e-10 7.604e-10 2.151e-04 2.263e-09 1.562e-09 5.316e-03 5.300e-03 1.020e-02 9.740e-01 2.146e-03 1.723e-09 9.449e-04 1.776e-03 1.370e-09 6.391e-09 7.265e-10 1.243e-09 1.727e-09 8.219e-10 7.408e-10 3.007e-10 3.151e-10 2.616e-10 6.952e-10 1.986e-10 1.688e-10 2.174e-10 1.564e-10 2.323e-10 1.543e-10 1.922e-10 1.644e-10 1.589e-10 7.135e-05 1.466e-10 2.052e-10 1.643e-10 1.484e-10 1.494e-10 1.469e-10 1.568e-10 1.534e-10 1.522e-10 1.462e-10 1.609e-10 1.711e-10 1.472e-10 1.461e-10 1.460e-10 1.561e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.462e-10 1.460e-10 1.460e-10 1.460e-10 1.463e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 1.460e-10 3.168e-10 +96 EP 4 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.974e-11 5.093e-11 4.986e-11 5.485e-11 5.449e-11 8.742e-11 5.312e-11 8.551e-11 4.027e-05 6.158e-11 7.154e-11 1.002e-08 1.157e-04 6.929e-11 1.657e-10 6.225e-11 1.827e-04 3.373e-10 1.744e-04 4.820e-10 5.560e-04 5.716e-04 5.994e-04 5.590e-04 2.424e-03 2.905e-03 4.375e-03 7.888e-03 1.942e-02 5.211e-01 4.274e-01 1.168e-02 6.939e-10 9.094e-06 5.484e-10 3.285e-10 2.635e-10 1.406e-10 1.147e-10 2.796e-10 1.391e-10 1.069e-10 8.874e-11 8.039e-11 1.465e-10 2.636e-10 1.257e-10 9.953e-11 1.017e-10 2.938e-10 6.854e-11 6.727e-11 7.996e-11 5.287e-11 4.767e-05 5.247e-11 4.985e-11 6.084e-11 6.313e-11 4.986e-11 5.134e-11 5.488e-11 5.600e-11 4.954e-11 5.401e-11 4.954e-11 4.955e-11 4.954e-11 4.954e-11 5.087e-11 4.954e-11 4.954e-11 4.954e-11 5.029e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 4.954e-11 6.518e-10 +96 EP 5 2.690e-10 2.690e-10 2.693e-10 2.691e-10 2.701e-10 2.693e-10 2.744e-10 2.741e-10 2.777e-10 2.879e-10 2.846e-10 3.050e-10 2.845e-10 3.755e-04 1.376e-04 4.195e-10 3.557e-10 3.368e-04 6.483e-10 1.179e-09 5.246e-04 6.694e-04 1.255e-03 5.781e-04 1.451e-03 9.452e-04 1.158e-03 7.788e-04 1.619e-03 6.995e-04 5.144e-04 7.658e-04 4.035e-10 6.555e-04 4.589e-04 8.592e-04 6.228e-04 5.040e-10 1.890e-09 5.563e-10 3.981e-09 2.813e-04 8.637e-04 4.727e-09 1.563e-03 3.836e-10 1.569e-09 1.439e-03 1.900e-03 4.323e-04 9.424e-04 8.783e-10 9.646e-04 8.203e-10 3.372e-10 3.105e-10 5.158e-10 5.018e-06 1.863e-04 4.817e-04 2.733e-04 3.736e-10 3.071e-04 2.802e-10 2.684e-04 3.393e-10 3.235e-10 2.721e-10 2.694e-10 2.546e-09 2.717e-10 2.716e-10 2.697e-10 2.861e-10 3.022e-10 2.690e-10 2.690e-04 2.723e-10 2.771e-04 2.690e-10 5.381e-04 5.381e-04 2.690e-04 2.690e-10 2.690e-10 2.690e-10 2.690e-04 2.690e-10 2.690e-10 2.690e-10 9.735e-01 +96 EP 6 5.902e-11 5.902e-11 5.924e-11 5.903e-11 5.947e-11 6.296e-11 6.866e-11 3.326e-10 8.203e-04 1.711e-04 1.616e-09 1.302e-10 6.251e-04 1.217e-03 4.406e-10 4.223e-10 6.552e-10 5.083e-01 4.771e-01 6.034e-04 5.135e-03 1.365e-03 2.917e-03 4.941e-04 9.468e-10 3.129e-05 4.428e-10 5.826e-04 5.451e-10 2.391e-04 4.366e-10 9.101e-10 5.068e-10 1.527e-10 2.189e-10 1.460e-10 1.284e-08 9.423e-11 9.214e-11 2.155e-10 6.581e-11 9.127e-11 7.971e-11 1.033e-10 6.592e-11 6.310e-11 6.843e-11 6.387e-11 6.061e-11 5.953e-11 6.041e-11 6.845e-11 6.163e-11 5.921e-11 5.903e-11 7.044e-11 5.943e-11 5.906e-11 5.905e-11 5.904e-11 5.905e-11 5.943e-11 6.110e-11 5.943e-11 5.904e-11 5.933e-11 5.942e-11 5.903e-11 5.902e-11 5.912e-11 5.903e-11 5.902e-11 5.902e-11 5.902e-11 5.903e-11 5.902e-11 5.903e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 5.902e-11 3.883e-04 +96 EP 7 7.783e-11 7.783e-11 7.793e-11 7.783e-11 7.823e-11 7.914e-11 8.370e-11 1.347e-10 6.623e-04 8.279e-05 2.373e-10 2.996e-10 1.458e-03 3.460e-04 3.819e-10 2.106e-10 4.819e-10 6.362e-10 5.016e-10 1.322e-08 9.309e-01 3.617e-02 1.449e-02 6.327e-03 5.846e-09 2.122e-03 1.479e-03 2.971e-03 1.015e-03 5.607e-09 1.132e-03 3.383e-04 3.034e-10 4.698e-10 3.606e-10 4.612e-04 9.573e-05 2.699e-10 2.520e-10 1.659e-10 1.381e-10 1.046e-10 1.783e-10 1.335e-10 9.329e-11 9.343e-11 9.251e-11 8.771e-11 8.725e-11 8.277e-11 8.685e-11 8.506e-11 8.032e-11 7.949e-11 7.830e-11 9.246e-11 8.525e-11 7.871e-11 7.819e-11 7.819e-11 7.819e-11 8.591e-11 1.005e-10 7.930e-11 7.806e-11 7.968e-11 7.962e-11 7.787e-11 7.783e-11 7.970e-11 7.786e-11 7.784e-11 7.783e-11 7.783e-11 7.789e-11 7.783e-11 7.783e-11 7.783e-11 7.785e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 7.783e-11 1.576e-09 +96 EP 8 5.813e-11 5.892e-11 6.229e-11 3.949e-02 7.059e-01 2.523e-01 2.043e-10 1.587e-03 4.880e-04 2.601e-04 1.049e-10 7.325e-11 3.075e-05 6.524e-11 7.504e-11 6.963e-11 5.964e-11 6.004e-11 5.869e-11 5.916e-11 6.712e-11 5.885e-11 5.977e-11 5.862e-11 5.837e-11 5.823e-11 5.843e-11 5.863e-11 5.853e-11 5.822e-11 5.817e-11 5.814e-11 5.829e-11 5.817e-11 5.892e-11 5.814e-11 5.814e-11 5.814e-11 5.818e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.819e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.818e-11 5.814e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 5.813e-11 6.075e-11 +96 EP 9 1.038e-10 1.630e-02 3.030e-01 6.662e-01 1.444e-02 1.580e-10 1.643e-10 2.506e-10 1.788e-10 1.119e-10 1.054e-10 1.052e-10 1.075e-10 1.040e-10 1.043e-10 1.042e-10 1.039e-10 1.039e-10 1.039e-10 1.039e-10 1.040e-10 1.039e-10 1.039e-10 1.039e-10 1.039e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.038e-10 1.039e-10 +96 EP 10 7.172e-11 7.172e-11 7.175e-11 7.172e-11 7.175e-11 7.196e-11 7.427e-11 1.022e-10 1.530e-04 1.743e-10 7.593e-10 9.789e-11 1.476e-10 1.752e-04 1.959e-10 5.645e-10 3.215e-10 8.457e-04 1.288e-04 2.570e-10 3.243e-10 7.606e-04 9.955e-04 4.802e-04 2.262e-09 1.779e-02 5.215e-02 8.717e-01 5.052e-02 1.580e-09 2.226e-09 1.092e-03 2.318e-09 2.652e-03 5.282e-04 1.585e-09 1.768e-09 7.850e-10 1.703e-09 3.663e-10 2.107e-10 1.419e-10 7.371e-10 6.033e-05 2.501e-05 1.000e-10 1.276e-10 8.086e-11 9.099e-11 8.040e-11 1.006e-10 8.052e-11 8.020e-11 8.717e-11 7.281e-11 1.207e-10 9.421e-11 9.333e-11 7.342e-11 7.358e-11 8.573e-10 7.673e-11 7.472e-11 7.521e-11 7.533e-11 8.417e-11 7.316e-11 7.186e-11 7.172e-11 7.694e-11 7.178e-11 7.174e-11 7.172e-11 7.173e-11 7.185e-11 7.172e-11 7.172e-11 7.173e-11 7.181e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 7.172e-11 1.941e-10 +96 EP 11 8.515e-11 8.515e-11 8.529e-11 8.515e-11 1.061e-10 9.242e-11 1.137e-10 1.261e-10 8.979e-10 3.544e-10 4.064e-10 1.876e-09 2.158e-01 3.134e-01 2.088e-01 1.264e-01 6.237e-02 1.743e-02 5.630e-03 1.062e-02 9.650e-03 6.385e-03 3.967e-03 3.885e-03 4.387e-03 2.759e-03 2.094e-03 6.417e-05 1.372e-03 1.065e-09 1.254e-03 8.157e-04 3.902e-10 9.933e-05 5.198e-10 1.789e-04 6.847e-05 1.149e-09 1.731e-04 9.961e-11 2.364e-04 2.045e-10 9.021e-11 1.292e-10 9.231e-11 8.654e-11 9.032e-11 7.313e-05 9.690e-06 8.522e-11 8.536e-11 8.732e-11 8.563e-11 8.538e-11 8.515e-11 2.346e-10 8.535e-11 8.523e-11 8.515e-11 9.554e-11 8.516e-11 8.519e-11 7.593e-05 8.516e-11 8.515e-11 4.536e-10 2.595e-05 8.515e-11 8.515e-11 8.541e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 8.515e-11 1.956e-03 +96 EP 12 8.280e-11 8.280e-11 8.283e-11 8.280e-11 8.285e-11 8.409e-11 8.775e-11 8.982e-11 7.700e-05 4.297e-04 4.245e-10 1.336e-10 4.885e-10 3.309e-04 8.624e-10 1.345e-04 1.418e-06 8.213e-05 1.637e-04 3.514e-05 3.149e-10 3.182e-04 2.636e-03 2.697e-09 8.711e-09 3.444e-03 3.459e-04 8.909e-10 3.252e-09 3.077e-02 5.522e-01 3.714e-01 2.444e-02 3.396e-03 3.265e-03 2.229e-07 3.475e-03 1.402e-09 1.413e-03 8.110e-10 1.013e-04 5.003e-04 2.635e-10 4.546e-10 1.366e-04 8.349e-10 1.811e-10 1.167e-10 8.416e-10 1.406e-10 1.972e-05 1.521e-10 1.081e-10 1.405e-10 8.606e-11 1.443e-10 1.229e-10 1.265e-10 1.255e-10 9.376e-11 8.397e-11 8.653e-11 9.356e-11 7.440e-05 8.305e-11 1.338e-10 8.344e-11 8.292e-11 8.280e-11 1.120e-10 8.284e-11 8.289e-11 8.280e-11 8.280e-11 8.285e-11 8.280e-11 8.280e-11 8.282e-11 8.288e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.280e-11 8.016e-04 +96 EP 13 4.962e-11 4.962e-11 4.973e-11 4.965e-11 7.671e-11 5.819e-11 8.618e-11 1.001e-10 2.349e-03 4.510e-10 8.365e-10 8.194e-01 1.379e-01 6.395e-10 1.471e-02 9.283e-03 4.638e-03 3.745e-03 2.007e-03 2.058e-03 1.237e-03 3.540e-09 1.056e-03 2.948e-04 1.819e-04 9.139e-10 1.465e-04 3.654e-04 2.274e-04 8.508e-11 1.688e-10 1.108e-10 1.147e-10 1.167e-10 8.889e-11 8.639e-11 7.526e-10 1.463e-10 6.263e-11 5.696e-11 6.674e-11 5.762e-11 5.127e-11 5.476e-11 5.066e-11 5.046e-11 5.569e-11 1.231e-10 5.822e-11 4.998e-11 5.211e-11 5.227e-11 4.978e-11 4.975e-11 4.963e-11 7.168e-11 4.979e-11 4.968e-11 4.963e-11 5.160e-11 4.963e-11 4.975e-11 5.614e-11 4.970e-11 4.963e-11 6.007e-11 7.637e-11 4.962e-11 4.962e-11 4.970e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 4.962e-11 3.827e-04 +96 EP 14 7.475e-11 7.475e-11 7.495e-11 7.483e-11 7.603e-11 1.125e-10 1.070e-10 1.642e-10 2.317e-04 1.420e-03 2.616e-10 1.675e-10 6.954e-10 6.582e-10 3.864e-09 9.446e-01 2.901e-02 2.028e-09 4.976e-03 7.088e-03 1.312e-03 2.643e-03 3.368e-03 7.921e-04 5.973e-04 1.178e-03 2.788e-09 5.318e-10 7.061e-04 1.490e-04 2.420e-10 2.571e-10 4.690e-04 2.563e-09 5.934e-10 1.298e-05 2.729e-09 1.273e-10 2.657e-10 1.271e-04 8.711e-11 8.176e-05 8.534e-11 9.186e-11 7.918e-11 7.845e-11 9.477e-11 8.378e-11 7.963e-11 7.717e-11 7.944e-11 1.005e-10 7.755e-11 7.698e-11 7.572e-11 1.353e-10 7.699e-11 7.496e-11 7.484e-11 7.566e-11 7.483e-11 7.546e-11 7.854e-11 7.517e-11 7.482e-11 8.019e-11 7.773e-11 7.476e-11 7.475e-11 7.519e-11 7.477e-11 7.475e-11 7.475e-11 7.475e-11 7.477e-11 7.475e-11 7.476e-11 7.475e-11 7.476e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 7.475e-11 1.231e-03 +96 EP 15 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.299e-11 1.237e-11 1.507e-11 1.253e-11 1.270e-11 1.248e-11 1.248e-11 1.767e-11 1.294e-11 1.268e-11 1.324e-11 1.275e-11 1.699e-11 2.141e-11 2.561e-11 1.814e-11 4.847e-11 1.665e-11 2.322e-10 1.377e-05 6.128e-09 3.025e-10 1.583e-04 2.182e-10 2.627e-05 1.827e-04 5.342e-07 5.711e-04 1.502e-04 1.127e-03 3.524e-08 9.529e-04 2.706e-10 2.277e-09 3.061e-01 4.127e-01 2.030e-01 6.304e-02 1.144e-02 5.096e-09 6.681e-10 5.288e-10 1.428e-09 6.836e-10 1.703e-04 6.217e-08 1.573e-10 2.734e-10 5.570e-05 2.204e-10 1.641e-04 1.351e-10 9.991e-11 1.625e-10 8.891e-11 9.653e-11 3.686e-10 1.704e-05 5.286e-10 1.266e-05 4.632e-05 6.053e-11 2.763e-11 7.586e-06 1.286e-11 2.715e-11 1.602e-11 2.239e-10 1.245e-11 1.339e-11 2.503e-05 1.237e-11 1.237e-11 1.253e-11 1.423e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.237e-11 1.608e-05 +96 EP 16 9.493e-11 9.493e-11 9.498e-11 9.493e-11 9.524e-11 9.577e-11 1.055e-10 1.292e-10 6.347e-05 1.208e-04 2.085e-04 1.795e-10 4.252e-10 4.099e-04 1.392e-04 3.692e-10 3.538e-10 1.579e-03 1.907e-04 3.602e-10 4.496e-10 1.198e-02 5.145e-09 9.720e-01 6.215e-09 3.760e-03 4.170e-03 3.181e-03 1.463e-09 2.075e-03 1.097e-09 1.190e-09 3.675e-10 8.856e-10 3.485e-10 2.819e-10 7.585e-10 2.056e-10 5.841e-10 2.885e-10 1.486e-10 2.302e-10 1.746e-10 1.521e-10 1.372e-10 1.098e-10 1.315e-10 1.079e-04 1.229e-10 1.033e-10 1.188e-10 1.038e-10 9.994e-11 1.102e-10 9.525e-11 1.161e-10 2.376e-10 1.122e-10 9.604e-11 9.554e-11 9.550e-11 1.162e-10 1.081e-10 1.116e-10 9.557e-11 9.935e-11 9.722e-11 9.499e-11 9.493e-11 9.574e-11 9.502e-11 9.494e-11 9.493e-11 9.493e-11 9.498e-11 9.493e-11 9.493e-11 9.493e-11 9.496e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 9.493e-11 2.858e-09 +96 EP 17 6.367e-11 6.367e-11 6.372e-11 6.368e-11 6.646e-11 6.398e-11 6.767e-11 2.587e-09 2.225e-10 2.055e-10 1.408e-10 1.018e-10 6.946e-10 8.160e-10 3.691e-10 1.597e-10 1.949e-10 3.100e-10 4.395e-10 4.192e-10 8.078e-10 2.065e-02 1.354e-01 2.309e-01 2.369e-01 1.595e-01 1.111e-01 3.593e-02 2.104e-02 1.236e-02 6.313e-03 8.333e-03 8.356e-03 3.974e-03 2.812e-03 2.412e-03 3.774e-05 4.429e-10 2.789e-04 4.361e-05 8.891e-10 3.086e-04 1.362e-04 5.562e-10 1.358e-10 2.297e-10 8.469e-11 7.837e-11 1.281e-10 7.064e-11 1.164e-09 6.509e-11 8.863e-11 6.598e-11 6.487e-11 7.520e-11 6.857e-11 6.399e-11 6.384e-11 6.749e-11 6.421e-11 8.942e-11 3.472e-10 8.645e-11 6.369e-11 1.105e-10 9.227e-11 6.368e-11 6.367e-11 7.997e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.381e-11 6.367e-11 6.367e-11 6.367e-11 6.369e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 6.367e-11 3.215e-03 +96 EP 18 5.547e-11 5.547e-11 5.548e-11 5.547e-11 5.548e-11 5.625e-11 5.526e-05 5.863e-11 1.571e-08 1.120e-10 2.682e-05 9.104e-11 5.634e-05 8.883e-11 4.092e-10 1.127e-10 5.753e-05 3.234e-10 3.049e-04 1.889e-06 3.060e-10 1.028e-03 8.061e-10 1.370e-04 5.165e-04 2.234e-09 1.035e-03 2.024e-03 1.218e-07 8.841e-10 1.694e-09 3.749e-02 4.253e-01 4.175e-01 1.143e-01 4.231e-09 8.575e-08 1.101e-09 2.662e-08 9.849e-10 3.166e-10 9.343e-05 2.941e-10 2.868e-10 4.301e-10 2.169e-10 1.632e-10 2.443e-10 6.987e-10 1.218e-10 1.222e-05 1.361e-10 7.798e-11 1.907e-10 6.078e-11 8.198e-11 7.113e-11 8.970e-11 3.016e-05 6.514e-11 5.614e-11 5.853e-11 8.932e-11 2.363e-10 5.596e-11 7.268e-11 6.439e-11 5.554e-11 5.547e-11 6.919e-11 5.547e-11 5.548e-11 5.547e-11 5.547e-11 5.618e-11 5.547e-11 5.547e-11 5.547e-11 5.573e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 5.547e-11 4.393e-10 +96 EP 19 5.280e-11 5.280e-11 5.282e-11 5.280e-11 5.459e-11 5.282e-11 5.355e-11 5.398e-11 6.353e-11 6.218e-11 1.308e-10 1.103e-10 3.967e-05 7.158e-11 7.661e-11 8.882e-11 8.949e-11 1.568e-04 2.530e-10 1.245e-10 1.152e-10 5.703e-04 8.766e-04 4.486e-10 5.178e-04 8.873e-08 2.274e-09 2.324e-09 1.342e-09 4.186e-09 5.045e-02 2.842e-01 2.837e-01 2.134e-01 1.086e-01 3.398e-02 1.564e-02 3.068e-03 2.065e-03 1.155e-09 4.810e-10 5.871e-10 1.449e-09 3.549e-10 3.697e-04 8.741e-09 2.408e-10 3.613e-10 2.820e-10 1.682e-09 4.396e-09 3.632e-05 1.148e-09 1.268e-10 8.254e-11 6.373e-05 1.045e-10 6.573e-11 6.624e-11 5.890e-11 5.752e-11 1.086e-10 1.646e-09 6.312e-11 5.630e-11 1.261e-10 7.980e-11 5.387e-11 5.280e-11 9.646e-11 5.554e-11 5.287e-11 5.280e-11 5.281e-11 5.326e-11 5.280e-11 5.469e-11 5.283e-11 5.284e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 5.280e-11 2.333e-03 +96 EP 20 7.213e-11 7.213e-11 7.217e-11 7.213e-11 7.251e-11 7.229e-11 7.559e-11 7.418e-11 1.015e-10 1.088e-10 4.114e-10 1.433e-10 1.262e-10 1.162e-04 3.127e-10 1.535e-10 3.614e-10 2.018e-10 9.339e-08 3.032e-10 2.251e-10 1.105e-09 8.770e-10 1.077e-03 1.677e-09 3.417e-03 9.164e-10 2.279e-03 1.181e-01 8.480e-01 1.767e-02 8.150e-03 3.152e-08 8.519e-10 2.512e-09 8.912e-10 7.091e-04 4.927e-10 2.703e-10 4.824e-10 5.127e-10 1.026e-09 1.524e-10 8.701e-05 2.176e-10 1.245e-10 2.717e-05 9.150e-11 9.440e-11 9.482e-11 1.090e-10 1.493e-10 9.053e-11 1.054e-04 7.449e-11 1.269e-10 8.327e-11 7.578e-11 8.057e-11 7.480e-11 7.415e-11 7.484e-11 8.375e-11 8.902e-11 7.436e-11 8.242e-11 7.367e-11 7.262e-11 7.214e-11 8.703e-11 7.267e-11 7.222e-11 7.213e-11 7.215e-11 7.271e-11 7.213e-11 7.215e-11 7.214e-11 7.243e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 7.213e-11 2.036e-04 +96 EP 21 8.580e-11 8.580e-11 8.582e-11 8.580e-11 8.642e-11 8.597e-11 8.759e-11 8.921e-11 9.837e-11 1.110e-10 2.136e-10 1.713e-10 2.139e-10 1.824e-10 2.301e-10 3.280e-10 1.503e-10 4.405e-10 3.249e-04 4.203e-10 6.319e-05 5.160e-09 1.231e-04 1.731e-03 1.279e-09 3.578e-03 1.571e-09 1.716e-05 8.451e-03 6.623e-02 8.580e-01 5.759e-02 2.143e-09 2.037e-09 1.439e-03 5.499e-08 1.142e-09 1.169e-03 4.750e-10 3.558e-04 2.326e-09 1.752e-04 5.223e-04 3.008e-10 3.556e-10 1.212e-04 8.015e-10 1.109e-10 1.124e-10 1.064e-10 1.393e-10 1.798e-10 6.099e-05 1.829e-09 8.972e-11 3.495e-10 9.307e-11 8.680e-11 8.723e-11 8.692e-11 8.779e-11 9.125e-11 1.628e-10 8.727e-11 8.737e-11 1.055e-10 8.636e-11 8.582e-11 8.580e-11 9.464e-11 8.591e-11 8.581e-11 8.580e-11 8.580e-11 8.590e-11 8.580e-11 8.582e-11 8.580e-11 8.588e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 8.580e-11 6.661e-10 +96 EP 22 4.670e-11 4.670e-11 4.672e-11 4.670e-11 4.679e-11 4.677e-11 5.483e-10 4.893e-11 5.483e-11 5.289e-11 7.408e-11 5.458e-11 9.273e-11 6.936e-11 2.695e-10 1.409e-10 6.238e-05 1.185e-10 1.364e-10 6.461e-06 4.957e-08 1.119e-04 1.235e-08 2.047e-04 3.822e-04 3.414e-04 1.856e-06 1.631e-05 2.239e-03 9.306e-04 3.475e-03 1.927e-09 8.685e-08 6.485e-03 2.463e-01 3.870e-01 2.662e-01 8.300e-02 2.716e-03 1.378e-09 9.688e-10 4.905e-10 2.738e-10 3.225e-10 7.937e-10 3.160e-10 2.329e-10 1.376e-10 3.278e-10 1.958e-10 3.600e-04 1.091e-10 9.142e-11 4.042e-05 6.605e-11 1.190e-10 6.552e-11 1.657e-10 4.558e-10 1.003e-10 5.695e-11 5.717e-11 1.740e-05 6.558e-11 5.468e-11 6.430e-11 6.269e-11 6.016e-11 4.671e-11 1.209e-04 4.704e-11 4.717e-11 4.671e-11 4.671e-11 2.124e-05 4.670e-11 4.670e-11 4.672e-11 5.947e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.670e-11 4.006e-10 +96 EP 23 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.395e-11 4.026e-11 4.022e-11 4.027e-11 4.310e-11 4.410e-11 8.974e-11 5.070e-11 5.269e-05 5.940e-11 4.606e-11 5.307e-11 1.194e-10 7.455e-11 1.449e-09 1.036e-04 5.611e-11 1.708e-10 2.004e-10 1.103e-10 1.545e-04 1.169e-04 3.637e-09 1.401e-04 1.807e-09 8.165e-10 8.044e-04 2.940e-03 4.365e-07 1.061e-09 2.067e-01 4.154e-01 3.038e-01 6.877e-02 6.667e-08 9.877e-10 4.979e-10 3.606e-08 8.648e-10 4.915e-10 3.645e-10 2.331e-07 9.181e-10 2.002e-10 8.356e-10 5.012e-05 4.097e-04 3.733e-05 4.419e-10 5.893e-11 1.419e-04 2.209e-04 2.151e-04 4.909e-06 4.838e-11 5.805e-11 4.370e-11 6.183e-11 6.916e-11 4.728e-11 4.575e-11 4.919e-11 6.828e-11 4.969e-11 4.017e-11 4.312e-11 9.042e-11 4.017e-11 4.017e-11 4.017e-11 4.028e-11 4.017e-11 4.076e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 4.017e-11 7.666e-10 +96 EP 24 7.196e-11 7.196e-11 7.219e-11 7.202e-11 7.434e-11 1.329e-10 1.370e-10 1.286e-10 1.549e-03 4.228e-04 3.129e-10 1.867e-10 4.792e-10 1.474e-01 8.257e-01 3.298e-09 6.990e-03 3.875e-03 3.575e-03 2.650e-03 5.191e-03 3.989e-09 7.848e-10 7.492e-04 3.670e-10 4.394e-04 1.027e-03 4.457e-10 5.101e-10 1.490e-04 1.705e-05 1.327e-10 1.690e-10 2.625e-09 1.051e-04 2.510e-10 7.530e-05 1.033e-10 3.808e-10 2.177e-10 8.051e-11 3.035e-10 7.673e-11 8.132e-11 7.562e-11 7.353e-11 1.247e-10 8.229e-11 8.008e-11 7.318e-11 7.696e-11 2.861e-10 7.324e-11 7.248e-11 7.210e-11 1.173e-10 7.235e-11 7.203e-11 7.200e-11 7.233e-11 7.198e-11 7.229e-11 7.303e-11 7.215e-11 7.200e-11 7.446e-11 7.333e-11 7.196e-11 7.196e-11 7.212e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 7.196e-11 1.074e-04 +96 EP 25 8.117e-11 8.117e-11 8.119e-11 8.117e-11 8.127e-11 8.194e-11 8.133e-11 8.194e-11 6.719e-05 1.061e-10 3.254e-10 1.090e-10 1.001e-10 1.158e-10 9.684e-11 1.185e-10 1.365e-10 1.760e-04 2.269e-10 3.026e-10 1.431e-10 3.120e-10 6.704e-06 2.031e-10 3.779e-10 2.767e-04 4.865e-04 1.643e-03 1.493e-09 5.988e-04 3.563e-03 6.312e-02 7.947e-01 1.302e-01 7.819e-10 9.985e-04 3.643e-03 7.747e-10 3.302e-04 1.050e-09 3.359e-10 4.013e-10 2.749e-04 1.859e-10 2.778e-10 2.357e-10 1.684e-10 1.105e-10 6.055e-10 3.966e-10 1.997e-10 1.000e-10 9.332e-11 1.175e-10 9.297e-11 8.989e-11 1.001e-10 8.904e-11 8.373e-11 8.139e-11 8.148e-11 8.376e-11 1.013e-10 8.584e-11 8.130e-11 8.411e-11 8.453e-11 8.124e-11 8.117e-11 9.212e-11 8.584e-11 8.117e-11 8.117e-11 8.117e-11 8.119e-11 8.117e-11 8.128e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 8.117e-11 3.666e-10 +96 EP 26 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.339e-11 6.378e-11 7.081e-11 6.483e-11 9.238e-11 8.607e-11 2.184e-10 9.370e-11 1.729e-10 9.943e-11 1.186e-10 1.365e-10 1.301e-10 1.055e-04 1.279e-04 2.382e-10 1.721e-10 4.313e-04 3.207e-10 5.116e-04 5.347e-04 2.269e-03 3.415e-04 9.986e-04 9.462e-03 6.596e-03 1.200e-01 7.425e-01 1.127e-01 3.136e-09 8.905e-10 2.957e-03 3.006e-09 8.958e-10 6.807e-10 6.919e-10 2.410e-10 3.284e-10 3.361e-10 3.609e-04 5.147e-10 2.921e-10 1.089e-10 8.417e-11 1.017e-04 2.678e-10 1.126e-10 9.373e-11 9.593e-11 9.944e-11 6.675e-11 8.736e-11 6.640e-11 6.922e-11 8.294e-11 6.600e-11 6.613e-11 6.476e-11 8.065e-11 6.793e-11 6.365e-11 6.533e-11 6.416e-11 6.364e-11 6.338e-11 6.793e-11 6.368e-11 6.339e-11 6.338e-11 6.338e-11 6.412e-11 6.338e-11 6.338e-11 6.338e-11 6.352e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 6.338e-11 2.318e-10 +96 EP 27 2.631e-11 2.631e-11 2.632e-11 2.631e-11 2.633e-11 2.632e-11 2.942e-11 2.676e-11 2.801e-11 2.775e-11 3.941e-11 3.754e-11 3.957e-11 3.139e-11 3.801e-11 3.875e-11 8.930e-11 4.638e-05 5.956e-05 8.805e-05 1.342e-04 8.912e-05 2.803e-04 4.329e-06 5.303e-04 1.569e-03 1.543e-03 2.520e-03 2.607e-03 4.759e-03 6.691e-03 9.612e-03 1.356e-02 1.115e-02 2.860e-02 4.087e-02 8.540e-02 1.794e-01 1.958e-01 1.560e-01 1.038e-01 5.992e-02 3.493e-02 1.957e-02 9.703e-03 7.005e-03 3.258e-03 2.489e-03 1.173e-03 2.370e-03 2.691e-04 9.872e-04 6.535e-04 5.729e-04 7.588e-05 9.098e-05 6.510e-10 1.787e-04 2.187e-10 4.661e-10 1.043e-04 5.388e-05 1.259e-04 2.758e-05 2.357e-05 1.171e-10 2.310e-05 1.327e-10 2.740e-11 2.502e-10 4.308e-11 3.241e-11 2.742e-11 2.824e-11 3.664e-11 2.631e-11 2.673e-11 3.020e-11 2.552e-05 2.631e-11 2.632e-11 2.632e-11 2.632e-11 2.631e-11 2.631e-11 2.631e-11 2.632e-11 2.631e-11 2.631e-11 2.631e-11 1.116e-02 +96 EP 28 6.901e-11 6.901e-11 6.934e-11 6.904e-11 6.996e-11 1.108e-10 9.615e-11 3.578e-10 5.023e-04 1.113e-04 3.271e-10 1.545e-10 6.118e-10 5.105e-10 7.772e-10 1.774e-09 7.863e-01 1.779e-01 8.264e-10 1.249e-02 8.694e-03 2.932e-03 3.628e-03 3.253e-03 1.273e-03 2.725e-09 3.860e-04 1.059e-03 7.300e-10 2.312e-04 1.933e-04 1.611e-04 2.927e-09 4.169e-04 3.275e-05 1.961e-10 2.321e-04 7.115e-05 1.187e-10 1.615e-04 7.767e-11 1.093e-10 8.091e-11 1.110e-10 7.254e-11 7.241e-11 8.258e-11 8.018e-11 7.311e-11 7.091e-11 7.831e-11 7.837e-11 7.750e-11 7.066e-11 6.920e-11 9.293e-11 6.959e-11 6.927e-11 6.905e-11 6.944e-11 6.906e-11 6.991e-11 7.052e-11 6.938e-11 6.906e-11 7.215e-11 7.034e-11 6.901e-11 6.901e-11 6.927e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.902e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 6.901e-11 1.164e-09 +96 EP 29 3.525e-11 3.525e-11 3.797e-11 3.729e-11 5.574e-11 6.534e-11 6.524e-02 7.837e-01 1.339e-01 5.122e-10 8.980e-03 3.062e-03 1.722e-03 1.060e-03 9.786e-04 8.525e-04 1.755e-10 2.792e-10 5.702e-11 1.363e-04 9.474e-05 3.822e-05 1.407e-04 5.417e-11 4.918e-11 5.042e-11 4.898e-11 1.254e-05 6.340e-11 3.974e-11 4.387e-11 3.743e-11 4.441e-11 4.192e-11 6.081e-11 3.764e-11 3.734e-11 3.706e-11 3.712e-11 3.563e-11 3.585e-11 3.561e-11 3.535e-11 3.541e-11 3.529e-11 3.528e-11 3.546e-11 3.587e-11 4.794e-11 3.526e-11 3.534e-11 3.534e-11 3.526e-11 3.526e-11 3.525e-11 3.552e-11 3.526e-11 3.525e-11 3.525e-11 3.528e-11 3.525e-11 3.526e-11 3.922e-11 3.525e-11 3.525e-11 3.575e-11 3.542e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 3.525e-11 6.897e-11 +96 EP 30 8.943e-11 8.943e-11 8.948e-11 8.943e-11 8.948e-11 9.128e-11 9.751e-11 1.039e-10 3.366e-10 1.677e-10 5.182e-10 2.678e-10 2.952e-10 1.831e-04 1.466e-09 1.900e-09 5.678e-10 8.322e-10 3.686e-04 3.582e-10 3.409e-10 4.869e-04 1.263e-03 1.344e-03 8.641e-10 2.521e-09 3.185e-09 4.788e-02 4.978e-01 3.891e-01 3.223e-02 1.440e-02 9.026e-03 1.691e-04 3.056e-09 2.257e-03 2.222e-03 1.038e-03 2.050e-04 4.301e-10 9.920e-10 2.771e-10 1.653e-10 2.102e-10 4.186e-10 1.837e-10 1.249e-10 1.137e-10 1.378e-10 1.131e-10 1.860e-10 1.901e-10 1.029e-10 1.832e-10 9.433e-11 1.099e-09 1.202e-10 2.548e-10 9.013e-11 9.371e-11 9.685e-11 9.480e-11 1.043e-10 1.665e-10 8.963e-11 4.051e-05 8.973e-11 8.960e-11 8.943e-11 9.055e-11 8.944e-11 8.944e-11 8.943e-11 8.943e-11 8.952e-11 8.943e-11 8.943e-11 8.943e-11 8.953e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.943e-11 8.442e-10 +96 EP 31 5.037e-11 5.037e-11 5.045e-11 5.041e-11 5.893e-11 5.586e-11 7.918e-11 1.066e-10 1.058e-03 1.874e-05 3.837e-10 5.724e-10 5.090e-01 4.658e-01 1.343e-02 1.134e-03 9.971e-10 3.083e-03 2.624e-03 1.463e-03 1.133e-09 8.513e-04 3.575e-10 3.805e-04 3.141e-10 3.143e-10 1.895e-04 4.714e-04 1.850e-10 2.422e-04 1.144e-05 7.204e-11 2.657e-10 2.132e-10 1.042e-10 7.259e-11 1.275e-10 1.574e-10 6.764e-11 6.241e-11 5.198e-11 5.308e-11 5.231e-11 5.137e-11 5.121e-11 5.072e-11 4.388e-10 5.584e-11 5.460e-11 5.128e-11 6.209e-11 5.400e-11 5.044e-11 5.047e-11 5.037e-11 7.152e-10 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.042e-11 5.039e-11 5.037e-11 5.037e-11 5.046e-11 5.057e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 5.037e-11 2.313e-04 +96 EP 32 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.163e-11 2.162e-11 2.208e-11 2.166e-11 2.190e-11 2.167e-11 2.180e-11 2.218e-11 2.185e-11 2.243e-11 2.203e-11 2.234e-11 2.623e-11 7.331e-11 2.811e-11 7.527e-11 7.305e-11 2.482e-11 3.947e-05 5.541e-11 6.566e-11 4.868e-11 1.042e-05 1.376e-10 3.632e-04 3.211e-10 4.155e-04 4.949e-10 1.671e-09 1.426e-03 1.297e-04 1.074e-03 4.267e-03 3.545e-06 3.083e-03 8.555e-07 1.280e-02 7.578e-02 1.275e-01 1.478e-01 1.370e-01 1.026e-01 7.747e-02 5.846e-02 4.075e-02 2.771e-02 2.041e-02 1.521e-02 1.028e-02 8.221e-03 6.768e-03 4.604e-03 3.832e-03 2.721e-03 2.241e-03 1.581e-03 1.446e-03 1.329e-03 6.857e-04 3.676e-04 5.033e-04 3.056e-04 4.958e-04 2.847e-04 4.325e-05 2.900e-04 1.514e-04 1.561e-04 2.162e-05 2.162e-05 1.843e-04 2.162e-11 2.165e-11 4.325e-05 1.177e-10 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.162e-11 2.162e-11 9.909e-02 +96 EP 33 1.110e-10 1.110e-10 1.111e-10 1.110e-10 1.112e-10 1.138e-10 1.229e-10 2.015e-10 3.325e-04 6.659e-04 4.209e-09 1.809e-10 1.285e-03 1.187e-09 2.723e-04 6.646e-10 7.666e-10 7.603e-04 1.604e-03 5.066e-10 5.491e-10 1.566e-03 7.998e-10 8.886e-10 2.293e-09 4.551e-01 3.672e-01 1.482e-01 8.677e-03 7.063e-08 2.716e-03 3.678e-03 2.406e-03 6.496e-04 1.357e-07 1.673e-03 8.488e-04 6.666e-04 2.570e-08 1.187e-09 1.447e-09 2.102e-10 1.051e-09 1.210e-04 2.621e-10 1.459e-10 6.971e-05 1.327e-10 1.687e-10 1.430e-10 1.043e-04 2.246e-10 1.240e-10 1.484e-10 1.143e-10 1.710e-04 2.090e-10 1.012e-09 1.112e-10 1.113e-10 1.491e-10 1.189e-10 1.401e-10 1.173e-10 1.113e-10 1.122e-10 1.111e-10 1.111e-10 1.110e-10 1.115e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.111e-10 1.110e-10 1.111e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.110e-10 1.181e-03 +96 EP 34 9.292e-11 9.292e-11 9.300e-11 9.292e-11 9.351e-11 9.304e-11 9.666e-11 2.329e-04 1.627e-10 2.043e-10 2.110e-10 1.476e-10 1.373e-10 6.473e-10 3.127e-10 1.747e-10 6.508e-10 5.140e-04 4.180e-04 8.593e-10 4.110e-10 2.697e-04 1.748e-03 6.109e-03 7.262e-02 8.811e-01 3.060e-02 6.146e-09 1.683e-03 4.865e-04 1.348e-03 1.055e-03 7.860e-04 2.171e-09 1.366e-07 1.918e-04 4.748e-10 2.004e-04 5.622e-10 3.975e-05 2.608e-10 2.466e-10 1.359e-10 1.795e-10 1.056e-10 1.055e-10 1.505e-10 1.058e-10 1.066e-10 1.070e-10 1.077e-10 9.634e-11 9.940e-11 9.556e-11 9.438e-11 8.037e-05 9.600e-11 9.537e-11 1.182e-10 9.557e-11 9.644e-11 1.339e-10 9.938e-11 9.890e-11 9.308e-11 9.880e-11 9.645e-11 9.296e-11 9.292e-11 1.076e-10 9.294e-11 9.293e-11 9.292e-11 9.292e-11 9.313e-11 9.292e-11 9.292e-11 9.292e-11 9.296e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 9.292e-11 5.431e-04 +96 EP 35 7.305e-11 7.305e-11 7.311e-11 7.306e-11 8.478e-11 7.359e-11 8.422e-11 1.751e-10 2.918e-09 3.689e-10 1.328e-10 1.340e-10 1.054e-09 6.125e-10 4.521e-10 7.248e-10 8.206e-02 2.051e-01 2.462e-01 1.704e-01 1.231e-01 6.334e-02 3.902e-02 1.659e-02 7.830e-03 1.232e-02 1.053e-02 6.699e-03 3.622e-03 4.636e-03 2.402e-03 2.261e-03 9.894e-04 1.235e-04 4.206e-04 2.333e-09 5.647e-10 7.783e-04 1.171e-04 1.352e-10 9.162e-10 1.174e-04 3.184e-10 1.167e-10 7.982e-11 1.177e-04 7.795e-11 1.217e-10 1.348e-10 8.901e-11 1.816e-10 7.431e-11 7.437e-11 7.795e-11 7.406e-11 1.052e-10 7.826e-11 7.306e-11 7.306e-11 7.961e-11 7.308e-11 7.313e-11 1.292e-10 7.309e-11 7.306e-11 2.882e-10 2.625e-10 7.305e-11 7.305e-11 7.437e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.306e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 7.305e-11 1.196e-03 +96 EP 36 5.207e-11 5.207e-11 5.216e-11 5.215e-11 8.977e-11 6.068e-11 1.130e-10 1.262e-10 5.206e-10 1.530e-01 8.295e-01 2.868e-09 7.591e-09 3.374e-03 3.517e-03 3.252e-03 1.880e-03 1.910e-03 7.410e-04 5.243e-04 2.215e-09 7.964e-04 2.315e-10 5.567e-04 2.605e-04 1.870e-04 2.037e-04 2.531e-10 2.977e-10 7.544e-11 1.237e-10 1.108e-04 9.418e-11 4.761e-05 8.749e-11 1.235e-10 7.876e-11 1.340e-04 5.909e-11 5.698e-11 5.994e-11 6.325e-11 5.308e-11 6.100e-11 5.255e-11 5.260e-11 5.446e-11 6.253e-11 6.014e-11 5.223e-11 5.320e-11 5.384e-11 5.216e-11 5.216e-11 5.208e-11 7.742e-11 5.219e-11 5.210e-11 5.208e-11 6.085e-11 5.208e-11 5.214e-11 6.292e-11 5.211e-11 5.208e-11 1.881e-10 8.059e-11 5.207e-11 5.207e-11 5.211e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 5.207e-11 6.938e-10 +96 EP 37 3.690e-11 3.690e-11 4.518e-11 3.720e-11 6.626e-11 4.992e-11 1.379e-10 2.170e-10 5.337e-01 4.491e-01 3.376e-03 8.749e-04 4.204e-03 2.866e-03 1.864e-03 1.299e-03 5.812e-04 6.599e-04 6.900e-04 2.402e-10 2.992e-05 1.149e-04 4.119e-04 1.741e-10 2.754e-05 8.719e-11 7.630e-11 7.032e-05 6.971e-11 4.269e-11 2.880e-10 5.789e-11 4.573e-11 1.491e-10 7.097e-11 4.803e-11 3.828e-11 5.030e-11 3.759e-11 3.896e-11 4.359e-11 3.793e-11 3.764e-11 3.722e-11 3.716e-11 3.694e-11 3.701e-11 3.735e-11 6.204e-11 3.691e-11 3.695e-11 3.704e-11 3.691e-11 3.690e-11 3.690e-11 3.749e-11 3.692e-11 3.690e-11 3.690e-11 3.696e-11 3.690e-11 3.690e-11 4.676e-11 3.690e-11 3.690e-11 1.047e-10 3.730e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 3.690e-11 1.007e-04 +96 EP 38 8.032e-11 8.032e-11 9.836e-11 8.075e-11 9.328e-11 1.108e-10 1.989e-10 2.930e-10 3.151e-01 4.218e-01 1.801e-01 4.344e-02 1.338e-02 7.774e-03 6.821e-03 5.393e-03 2.066e-03 2.186e-03 1.099e-09 1.252e-03 1.570e-09 3.287e-10 6.066e-04 7.749e-10 2.470e-10 1.573e-05 1.779e-10 3.103e-10 8.595e-05 1.145e-10 1.571e-10 9.904e-11 1.673e-10 9.801e-11 9.204e-11 1.652e-10 3.078e-10 8.734e-11 1.893e-10 8.511e-11 8.097e-11 8.143e-11 8.229e-11 8.123e-11 8.150e-11 8.042e-11 8.076e-11 8.120e-11 8.041e-11 8.032e-11 8.048e-11 8.447e-11 8.032e-11 8.033e-11 8.032e-11 8.232e-11 8.032e-11 8.032e-11 8.032e-11 8.057e-11 8.032e-11 8.032e-11 8.033e-11 8.032e-11 8.032e-11 8.050e-11 8.081e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 8.032e-11 4.066e-05 +96 EP 39 1.253e-10 1.253e-10 1.255e-10 1.253e-10 1.255e-10 1.299e-10 1.376e-10 1.581e-10 1.186e-03 1.619e-03 4.735e-10 3.181e-10 1.408e-09 1.821e-03 7.990e-10 3.491e-10 5.349e-10 1.074e-09 6.789e-10 7.857e-10 2.600e-09 4.341e-01 3.274e-01 1.613e-01 5.127e-02 5.746e-03 1.874e-03 7.024e-03 2.481e-03 1.252e-03 1.514e-03 1.034e-08 1.027e-09 2.630e-09 6.527e-10 1.048e-04 9.039e-10 2.534e-04 4.048e-10 1.340e-09 2.263e-10 2.035e-10 1.775e-10 2.118e-05 1.470e-10 2.244e-10 4.459e-10 1.599e-10 1.558e-10 2.105e-10 1.346e-10 1.954e-10 1.339e-10 1.272e-10 1.254e-10 4.110e-10 1.782e-10 1.254e-10 1.254e-10 1.254e-10 1.258e-10 1.641e-10 1.683e-10 1.258e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.256e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 1.253e-10 9.570e-04 +96 EP 40 3.812e-11 3.812e-11 3.813e-11 3.812e-11 3.858e-11 3.839e-11 4.064e-11 3.834e-11 4.835e-11 4.167e-11 9.111e-11 4.450e-11 8.629e-11 5.473e-11 4.694e-11 5.859e-11 9.670e-06 1.237e-06 2.594e-05 1.413e-04 6.747e-11 2.470e-04 3.433e-04 4.783e-10 1.794e-10 5.651e-04 6.014e-05 1.177e-03 2.746e-03 5.295e-05 6.585e-03 3.093e-03 6.673e-02 6.212e-01 2.964e-01 4.034e-07 4.134e-04 1.381e-09 2.029e-04 6.286e-10 2.228e-09 2.043e-10 1.112e-10 1.099e-10 1.246e-10 1.131e-10 1.377e-10 9.095e-11 1.257e-10 9.971e-11 3.157e-10 7.446e-11 5.927e-11 7.216e-11 1.560e-10 5.285e-11 7.198e-11 5.774e-11 4.392e-11 5.208e-11 4.106e-11 4.205e-11 4.817e-11 4.377e-11 4.086e-11 4.042e-11 4.585e-11 4.158e-11 3.813e-11 5.212e-11 5.633e-11 3.844e-11 3.812e-11 3.818e-11 4.422e-11 3.812e-11 3.823e-11 3.814e-11 3.902e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 3.812e-11 4.256e-06 +96 EP 41 9.680e-11 9.680e-11 9.685e-11 9.680e-11 9.790e-11 9.835e-11 1.019e-10 1.663e-10 7.052e-10 4.559e-10 1.167e-09 1.757e-10 7.183e-09 4.700e-04 2.382e-10 3.852e-10 2.749e-10 5.728e-04 6.022e-10 2.563e-09 4.192e-02 8.811e-01 6.243e-02 4.905e-03 2.171e-03 4.186e-03 1.734e-09 6.044e-07 1.758e-09 3.000e-09 6.232e-10 7.874e-04 2.822e-10 6.930e-04 1.264e-09 7.155e-10 5.688e-04 9.783e-10 5.268e-10 2.155e-10 1.624e-10 2.697e-10 2.530e-10 1.342e-10 1.094e-10 1.107e-10 1.017e-10 1.129e-10 1.087e-10 9.978e-11 1.125e-10 9.718e-11 1.002e-10 9.733e-11 9.724e-11 1.007e-10 1.006e-10 9.692e-11 9.689e-11 9.739e-11 9.693e-11 1.153e-10 1.103e-10 9.765e-11 9.685e-11 1.004e-10 1.003e-10 9.682e-11 9.680e-11 9.976e-11 9.680e-11 9.681e-11 9.680e-11 9.680e-11 9.688e-11 9.680e-11 9.681e-11 9.680e-11 9.685e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 9.680e-11 1.574e-04 +96 EP 42 7.062e-11 7.062e-11 7.073e-11 7.063e-11 7.113e-11 7.171e-11 7.978e-11 1.402e-10 2.416e-04 4.731e-10 2.512e-10 2.996e-10 5.760e-05 6.633e-04 5.094e-10 2.359e-10 5.117e-10 4.053e-10 1.636e-01 8.151e-01 4.378e-09 1.464e-03 1.667e-03 3.255e-03 6.130e-03 2.728e-03 7.122e-04 8.368e-05 7.871e-04 1.075e-03 6.976e-04 3.810e-10 2.484e-10 4.055e-10 1.206e-04 1.523e-04 2.386e-04 3.865e-10 1.564e-10 5.258e-10 1.085e-10 9.722e-11 9.939e-10 1.692e-10 7.894e-11 7.837e-11 8.186e-11 7.771e-11 7.766e-11 7.287e-11 7.652e-11 7.783e-11 7.250e-11 7.192e-11 7.076e-11 8.733e-11 7.367e-11 7.102e-11 7.084e-11 7.087e-11 7.084e-11 7.774e-11 1.505e-10 7.152e-11 7.080e-11 7.275e-11 7.279e-11 7.064e-11 7.062e-11 7.270e-11 7.064e-11 7.063e-11 7.062e-11 7.062e-11 7.065e-11 7.062e-11 7.063e-11 7.062e-11 7.064e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 7.062e-11 1.272e-03 +96 EP 43 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.923e-11 2.908e-11 3.088e-11 2.924e-11 2.954e-11 2.969e-11 3.055e-11 8.738e-06 3.673e-11 3.032e-11 3.466e-11 3.475e-11 9.540e-11 2.665e-05 4.167e-11 5.143e-11 4.354e-11 1.603e-10 1.570e-10 2.279e-10 1.193e-10 1.546e-10 4.041e-05 2.489e-10 1.335e-04 2.954e-10 3.274e-04 1.327e-03 3.480e-03 5.632e-10 1.220e-04 2.923e-01 5.833e-01 1.188e-01 7.156e-10 1.888e-08 5.881e-10 3.491e-10 2.539e-10 1.975e-10 8.186e-06 1.508e-10 1.141e-10 2.437e-10 5.959e-11 1.658e-10 6.371e-05 1.999e-08 6.889e-11 5.217e-11 1.685e-10 2.605e-10 7.178e-11 1.137e-10 4.027e-11 5.554e-11 4.627e-11 3.802e-11 1.242e-10 3.707e-11 3.738e-11 1.594e-10 3.436e-10 3.553e-05 2.909e-11 3.556e-11 2.920e-11 3.118e-11 2.909e-11 2.913e-11 3.256e-11 2.908e-11 2.908e-11 2.911e-11 3.531e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.908e-11 2.163e-10 +96 EP 44 8.499e-11 8.499e-11 8.504e-11 8.499e-11 8.548e-11 8.513e-11 8.713e-11 6.149e-10 1.523e-10 3.287e-10 1.835e-10 1.103e-10 1.744e-10 1.232e-09 3.377e-10 2.016e-10 3.142e-10 3.870e-04 3.840e-10 4.489e-10 3.124e-10 1.436e-03 1.007e-09 3.860e-03 3.351e-09 1.717e-03 9.869e-01 2.975e-07 5.570e-09 1.863e-04 7.221e-09 2.935e-03 6.439e-06 1.284e-08 1.373e-03 1.064e-09 1.091e-03 3.505e-05 5.773e-10 3.051e-09 1.426e-09 2.327e-10 6.441e-10 2.798e-10 1.227e-10 1.211e-10 2.071e-10 1.064e-10 1.061e-10 1.030e-10 1.232e-10 9.350e-11 9.811e-11 9.491e-11 8.694e-11 1.942e-10 1.019e-10 9.111e-11 9.832e-11 9.092e-11 8.762e-05 1.062e-10 9.673e-11 9.064e-11 8.711e-11 9.138e-11 8.792e-11 8.520e-11 8.500e-11 1.054e-10 8.520e-11 8.503e-11 8.500e-11 8.501e-11 8.528e-11 8.499e-11 8.505e-11 8.500e-11 8.513e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 8.499e-11 1.397e-09 +96 EP 45 1.062e-10 1.062e-10 1.063e-10 1.062e-10 1.071e-10 1.076e-10 1.120e-10 1.522e-10 3.340e-10 2.300e-10 4.815e-09 1.479e-10 4.524e-10 6.360e-06 1.807e-08 6.928e-10 3.581e-10 2.752e-09 3.824e-04 7.088e-10 1.778e-09 9.734e-03 9.745e-01 6.203e-05 1.237e-02 1.275e-03 1.444e-06 1.021e-03 3.148e-04 1.311e-09 1.525e-04 7.289e-10 3.296e-10 9.548e-10 1.400e-04 2.691e-10 1.727e-09 2.735e-10 1.966e-10 1.967e-10 2.379e-10 1.697e-10 2.202e-10 1.337e-10 1.272e-10 1.345e-10 1.245e-10 2.124e-10 1.415e-10 1.119e-10 1.423e-10 1.096e-10 1.318e-10 1.103e-10 1.065e-10 1.181e-10 6.102e-10 1.095e-10 1.071e-10 1.067e-10 1.066e-10 1.176e-10 1.280e-10 1.119e-10 1.065e-10 1.094e-10 1.100e-10 1.062e-10 1.062e-10 1.071e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 1.062e-10 4.468e-10 +96 EP 46 8.683e-11 8.683e-11 8.689e-11 8.683e-11 8.693e-11 8.729e-11 9.363e-11 1.339e-10 4.839e-10 1.852e-04 7.459e-10 1.620e-10 2.239e-10 1.089e-03 3.892e-05 2.500e-10 1.391e-09 2.577e-08 1.516e-08 4.232e-10 4.725e-10 4.199e-03 1.666e-09 3.159e-08 9.794e-01 1.558e-04 4.819e-04 9.138e-03 1.169e-03 5.721e-04 1.826e-03 1.356e-03 1.035e-09 1.402e-09 4.086e-10 4.068e-10 2.751e-04 3.011e-10 1.276e-04 3.024e-10 2.101e-10 1.906e-10 1.433e-10 3.011e-10 1.331e-10 1.002e-10 1.377e-10 3.211e-10 1.033e-10 9.489e-11 1.971e-10 9.740e-11 9.160e-11 9.898e-11 8.753e-11 1.679e-10 1.055e-10 2.331e-10 8.878e-11 8.812e-11 8.995e-11 1.544e-10 9.421e-11 9.442e-11 8.777e-11 8.967e-11 8.886e-11 8.697e-11 8.683e-11 9.045e-11 8.696e-11 8.685e-11 8.683e-11 8.684e-11 8.698e-11 8.683e-11 8.683e-11 8.683e-11 8.691e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.683e-11 8.608e-10 +96 EP 47 5.968e-11 5.968e-11 5.969e-11 5.968e-11 6.405e-11 5.972e-11 6.048e-11 7.165e-11 7.976e-11 2.299e-10 8.332e-11 8.586e-11 1.164e-10 1.666e-10 1.184e-10 8.685e-11 1.701e-10 5.781e-10 6.940e-05 3.099e-10 2.231e-10 1.212e-09 8.432e-10 1.968e-09 4.120e-10 9.788e-06 3.767e-06 2.363e-01 2.641e-01 2.443e-01 1.452e-01 3.577e-02 2.859e-02 1.494e-02 1.056e-02 8.231e-03 6.021e-03 3.319e-03 1.422e-03 6.518e-04 8.242e-10 6.316e-10 3.275e-05 1.298e-04 2.524e-10 2.074e-10 1.042e-10 9.193e-11 1.193e-10 1.077e-10 9.456e-05 7.841e-11 1.274e-10 5.366e-10 6.221e-11 1.238e-10 2.948e-10 6.258e-11 7.818e-11 7.340e-11 7.403e-11 1.803e-10 1.438e-10 7.401e-11 6.175e-11 9.065e-11 1.029e-10 5.984e-11 5.968e-11 1.878e-10 5.991e-11 5.970e-11 5.968e-11 5.969e-11 6.009e-11 5.968e-11 5.987e-11 5.969e-11 5.969e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 5.968e-11 3.097e-04 +96 EP 48 3.182e-11 3.182e-11 3.288e-11 3.966e-11 8.918e-11 4.069e-01 5.907e-01 7.208e-10 1.703e-09 1.085e-03 1.078e-03 2.575e-04 3.607e-10 2.399e-10 1.949e-10 1.090e-10 4.379e-11 4.425e-11 3.534e-11 4.377e-11 6.147e-11 3.794e-11 5.904e-11 3.738e-11 3.428e-11 3.353e-11 3.357e-11 3.949e-11 3.637e-11 3.231e-11 3.267e-11 3.213e-11 3.943e-11 3.261e-11 5.690e-11 3.210e-11 3.207e-11 3.204e-11 3.224e-11 3.185e-11 3.189e-11 3.186e-11 3.182e-11 3.183e-11 3.182e-11 3.182e-11 3.184e-11 3.188e-11 3.237e-11 3.182e-11 3.182e-11 3.183e-11 3.182e-11 3.182e-11 3.182e-11 3.186e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.184e-11 3.182e-11 3.182e-11 3.184e-11 3.183e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 3.182e-11 4.255e-11 +96 TP 1 4.123e-01 8.130e-02 3.317e-04 1.236e-04 2.994e-04 7.305e-11 3.325e-04 8.063e-11 1.469e-11 1.624e-10 5.779e-04 8.654e-04 5.356e-04 1.003e-04 2.427e-01 2.561e-04 1.686e-03 3.017e-07 1.721e-02 2.166e-03 2.549e-03 4.602e-10 6.793e-02 2.290e-04 2.917e-03 6.095e-09 5.504e-06 9.867e-05 1.397e-04 2.489e-10 1.102e-10 9.907e-03 1.412e-04 8.719e-04 1.739e-03 4.858e-05 2.330e-04 1.741e-11 3.442e-11 1.535e-02 5.551e-04 3.235e-04 1.286e-01 9.606e-04 3.868e-04 9.249e-05 6.127e-03 1.204e-05 +96 TP 2 5.195e-02 5.395e-01 8.116e-10 2.703e-10 5.234e-04 3.446e-10 7.177e-05 1.067e-11 1.049e-11 1.420e-04 1.279e-04 1.705e-10 1.295e-04 1.811e-04 2.085e-01 2.688e-04 1.334e-03 1.077e-10 7.365e-03 9.361e-04 1.217e-03 1.249e-03 1.367e-02 8.825e-05 6.969e-04 5.039e-04 3.768e-02 1.088e-04 4.567e-06 8.907e-11 7.354e-11 1.169e-01 6.241e-11 6.196e-04 6.769e-04 1.533e-04 1.236e-04 6.205e-06 1.364e-08 4.223e-03 2.673e-05 1.326e-04 7.370e-03 3.171e-04 3.142e-05 3.723e-04 2.763e-03 1.142e-11 +96 TP 3 3.295e-03 4.933e-09 3.179e-01 4.131e-09 1.014e-09 7.432e-10 3.454e-03 1.504e-10 1.460e-10 1.655e-01 1.041e-02 9.089e-09 8.592e-04 5.348e-06 2.320e-03 2.664e-03 5.012e-02 8.135e-09 3.194e-04 7.689e-04 9.298e-09 1.183e-08 1.875e-09 2.015e-09 5.417e-09 8.040e-09 1.296e-08 3.281e-03 9.756e-04 3.650e-01 5.111e-10 3.572e-03 2.032e-09 1.742e-02 1.365e-02 2.011e-03 4.135e-03 7.689e-10 8.330e-10 2.396e-09 6.670e-03 9.600e-10 1.256e-03 2.023e-02 3.358e-09 4.246e-03 1.339e-08 8.844e-10 +96 TP 4 6.134e-03 7.900e-05 9.888e-04 3.672e-01 1.901e-06 3.911e-10 7.521e-04 4.976e-11 4.954e-11 7.089e-10 2.124e-03 1.304e-09 9.049e-04 2.640e-04 9.258e-03 2.331e-09 7.054e-03 6.150e-09 4.524e-02 3.252e-03 3.274e-03 3.115e-01 1.479e-09 6.613e-04 3.200e-04 1.015e-03 1.637e-08 4.422e-04 2.989e-04 6.996e-10 2.270e-10 2.195e-03 2.749e-10 1.062e-03 4.675e-03 3.775e-08 8.643e-04 6.194e-11 1.286e-09 1.346e-01 7.380e-04 6.340e-04 8.572e-02 1.802e-03 4.972e-04 3.660e-05 6.256e-03 1.742e-04 +96 TP 5 2.890e-09 1.281e-02 2.226e-09 1.961e-09 7.720e-01 5.928e-04 7.539e-04 1.085e-04 2.690e-10 4.135e-09 5.916e-03 4.671e-09 1.766e-03 2.014e-03 1.687e-04 6.550e-10 2.487e-02 1.947e-09 2.704e-02 5.221e-04 2.166e-03 8.212e-10 1.080e-02 9.796e-04 4.600e-04 6.884e-10 4.630e-02 8.659e-04 3.981e-04 6.941e-10 5.703e-10 3.156e-02 4.547e-04 1.190e-03 1.639e-02 2.242e-03 1.488e-03 4.417e-10 4.840e-10 1.754e-03 3.443e-03 1.040e-03 5.398e-10 3.650e-03 3.015e-09 3.183e-09 2.557e-02 7.137e-04 +96 TP 6 4.187e-03 1.546e-03 3.445e-03 2.679e-03 1.171e-03 4.503e-01 4.539e-02 1.040e-10 5.920e-11 7.600e-03 4.457e-02 7.501e-03 1.291e-02 1.986e-02 2.950e-03 1.162e-02 1.070e-02 1.071e-02 2.473e-03 3.717e-03 3.216e-03 7.879e-03 1.580e-03 1.499e-02 2.096e-03 5.221e-03 3.811e-03 5.396e-02 5.723e-03 9.934e-03 7.339e-09 2.223e-04 1.546e-02 7.543e-03 1.135e-02 1.148e-02 1.065e-02 4.286e-10 3.220e-02 3.499e-03 1.462e-02 1.033e-01 1.889e-03 4.964e-03 1.147e-02 1.420e-02 3.973e-03 1.450e-03 +96 TP 7 4.328e-03 2.959e-03 3.419e-03 4.945e-03 1.098e-03 8.658e-10 3.334e-01 2.260e-04 7.818e-11 1.106e-02 2.113e-02 7.571e-03 5.845e-03 5.404e-03 2.976e-03 1.112e-02 1.098e-02 1.138e-02 3.996e-03 5.826e-03 2.949e-03 3.379e-03 2.195e-03 3.493e-03 2.136e-03 6.873e-03 4.579e-03 4.299e-09 2.608e-03 1.332e-02 2.262e-04 1.136e-03 1.820e-02 1.126e-02 1.077e-01 3.332e-03 4.852e-03 3.066e-04 1.302e-01 2.509e-03 4.879e-02 1.276e-01 5.138e-03 9.139e-03 1.420e-02 1.718e-02 7.501e-03 1.507e-03 +96 TP 8 6.792e-11 6.348e-11 8.676e-11 7.081e-11 5.878e-11 5.592e-04 2.077e-04 6.598e-01 8.845e-02 1.095e-09 1.780e-10 9.456e-11 1.319e-03 4.467e-04 3.070e-05 3.602e-10 2.194e-04 8.765e-05 6.478e-11 6.295e-10 6.404e-11 5.920e-11 6.422e-11 5.441e-04 7.331e-11 8.122e-11 8.274e-11 6.469e-04 3.482e-02 1.503e-04 1.041e-03 5.835e-11 1.611e-04 1.441e-10 1.380e-10 2.685e-03 7.923e-03 8.860e-03 9.291e-05 1.166e-10 6.679e-05 2.134e-10 5.953e-11 4.835e-10 5.857e-05 7.840e-10 1.010e-10 1.918e-01 +96 TP 9 1.042e-10 1.042e-10 1.042e-10 1.042e-10 2.084e-04 1.133e-10 1.054e-10 1.760e-01 8.061e-01 1.046e-10 2.491e-10 1.042e-10 1.342e-10 2.397e-10 1.042e-10 1.042e-10 1.045e-10 1.042e-10 1.042e-10 1.042e-10 1.042e-10 1.042e-10 1.042e-10 8.083e-05 1.042e-10 1.042e-10 1.042e-10 1.120e-10 2.762e-03 1.043e-10 3.887e-04 1.042e-10 1.047e-10 1.042e-10 2.443e-10 1.959e-04 4.857e-04 5.083e-04 1.046e-10 1.042e-10 1.045e-10 1.051e-04 1.042e-10 1.046e-10 1.047e-10 1.045e-10 1.042e-10 1.316e-02 +96 TP 10 1.179e-02 5.896e-03 2.817e-02 6.456e-03 1.264e-03 3.893e-09 4.551e-03 1.384e-04 7.173e-11 3.573e-01 1.148e-02 3.185e-02 4.008e-03 1.109e-03 8.451e-03 2.603e-03 6.650e-02 1.684e-02 5.163e-03 2.581e-09 1.546e-02 1.442e-02 7.083e-03 9.848e-04 7.616e-03 1.592e-02 1.040e-02 2.869e-03 6.175e-04 1.757e-01 3.447e-10 3.952e-03 9.118e-10 3.308e-02 1.554e-02 1.647e-03 3.051e-03 1.352e-10 1.895e-09 7.981e-03 6.893e-03 3.369e-03 3.057e-03 8.445e-02 1.585e-03 1.044e-02 1.031e-02 3.343e-10 +96 TP 11 1.253e-09 1.402e-04 3.117e-10 9.149e-04 1.536e-04 6.540e-10 3.929e-10 9.598e-04 8.600e-11 2.092e-10 8.640e-02 3.728e-10 1.957e-01 5.497e-10 2.926e-10 3.185e-10 8.087e-10 4.925e-10 2.980e-06 1.289e-04 4.806e-04 8.781e-09 2.644e-04 6.983e-05 1.101e-09 5.897e-10 9.034e-10 3.997e-10 5.473e-02 4.238e-10 3.872e-01 1.594e-09 2.541e-10 2.402e-10 7.259e-10 1.280e-01 1.237e-01 1.165e-03 4.276e-10 8.946e-10 4.686e-10 4.443e-10 6.663e-10 2.906e-10 5.857e-10 7.445e-10 6.670e-04 1.934e-02 +96 TP 12 4.653e-02 2.594e-02 1.689e-05 3.307e-02 2.859e-03 6.949e-10 2.064e-03 8.412e-11 8.281e-11 1.240e-09 2.211e-04 1.928e-01 1.821e-03 9.885e-04 3.279e-02 2.737e-03 6.851e-09 2.158e-01 4.828e-02 1.204e-03 1.991e-09 7.859e-02 2.971e-02 4.503e-04 3.807e-02 9.866e-02 5.548e-02 7.557e-10 7.654e-10 1.912e-03 4.261e-10 1.437e-02 4.083e-09 5.120e-03 3.411e-09 3.409e-04 3.538e-04 1.128e-10 1.663e-04 1.389e-02 3.433e-03 3.384e-04 1.580e-02 4.149e-03 5.382e-10 4.089e-03 2.787e-02 6.552e-05 +96 TP 13 1.019e-03 5.836e-04 2.450e-04 5.668e-04 4.670e-04 1.600e-02 7.497e-03 1.150e-03 5.170e-11 3.070e-03 5.324e-10 2.407e-03 4.085e-01 1.674e-02 1.774e-03 4.987e-03 1.990e-03 3.639e-03 2.000e-04 1.989e-03 1.384e-03 3.263e-03 8.582e-04 2.991e-02 8.914e-04 2.767e-03 2.245e-10 1.897e-02 4.005e-02 4.983e-03 1.191e-01 4.009e-04 5.967e-03 2.289e-03 7.390e-04 1.523e-01 8.738e-02 4.066e-10 6.736e-03 1.172e-03 5.323e-03 1.234e-02 5.046e-04 2.095e-03 4.069e-03 4.528e-03 1.593e-03 1.748e-02 +96 TP 14 1.722e-03 1.385e-03 6.952e-04 1.319e-03 1.037e-03 6.293e-02 1.768e-02 4.468e-04 7.853e-11 5.597e-03 8.916e-02 4.423e-03 1.356e-02 3.610e-01 2.944e-03 8.541e-03 3.709e-03 4.928e-03 2.156e-03 2.570e-03 2.103e-03 3.362e-03 1.892e-03 1.237e-01 1.354e-03 2.723e-03 1.047e-03 1.388e-01 7.637e-03 6.924e-03 5.258e-10 9.396e-04 1.003e-02 3.367e-03 5.558e-09 1.645e-02 1.364e-02 6.640e-04 1.545e-02 2.305e-03 8.481e-03 2.697e-02 1.764e-03 3.620e-03 7.598e-03 6.143e-03 4.501e-03 2.726e-03 +96 TP 15 2.230e-01 2.408e-01 4.072e-04 1.143e-06 1.041e-05 5.676e-05 2.273e-04 2.480e-05 1.242e-11 1.346e-08 3.162e-04 8.974e-10 2.453e-08 1.003e-04 4.286e-01 2.330e-04 1.254e-03 1.196e-09 9.396e-03 9.111e-04 1.509e-03 4.483e-03 3.092e-02 1.072e-10 1.950e-03 3.480e-08 1.172e-05 9.650e-11 3.220e-05 2.328e-04 1.060e-10 2.077e-02 6.410e-11 3.360e-04 1.114e-03 3.101e-04 1.827e-05 2.232e-11 7.842e-11 6.730e-03 1.284e-04 2.300e-04 2.125e-02 7.827e-04 3.382e-04 6.141e-05 3.406e-03 8.259e-06 +96 TP 16 2.860e-03 1.508e-03 4.961e-03 1.449e-03 8.234e-04 1.245e-09 2.082e-02 1.163e-10 9.494e-11 1.450e-02 1.459e-02 1.317e-02 4.070e-03 4.665e-03 7.709e-03 3.315e-01 3.531e-02 1.165e-02 9.239e-03 4.072e-03 4.101e-03 1.588e-02 3.672e-03 1.297e-03 3.217e-03 5.401e-03 8.671e-03 4.203e-03 8.310e-04 2.492e-02 1.402e-09 1.795e-03 6.135e-02 2.887e-02 3.944e-02 2.737e-03 4.544e-03 2.123e-10 2.008e-09 8.401e-03 2.922e-02 9.828e-03 3.888e-04 1.605e-02 9.586e-02 1.365e-01 9.255e-03 6.624e-04 +96 TP 17 4.802e-10 6.393e-09 5.331e-10 4.378e-10 1.778e-03 7.760e-03 7.090e-02 1.122e-10 6.368e-11 8.973e-10 5.438e-02 1.168e-09 1.388e-02 1.607e-02 5.877e-10 1.426e-01 1.090e-01 1.031e-09 5.442e-09 7.879e-10 4.780e-10 7.498e-10 9.512e-10 9.954e-03 3.600e-10 6.342e-10 1.379e-09 1.024e-02 5.701e-03 1.377e-09 8.960e-10 2.620e-04 9.334e-10 1.231e-09 1.742e-01 1.121e-02 1.233e-02 1.457e-10 5.723e-10 1.296e-09 1.259e-01 5.814e-02 4.048e-10 3.088e-09 1.366e-01 3.744e-02 5.660e-04 1.153e-03 +96 TP 18 6.056e-02 3.563e-02 1.810e-03 8.106e-02 1.853e-03 5.194e-04 7.240e-04 5.889e-11 5.549e-11 8.267e-04 3.282e-04 8.007e-06 8.574e-04 2.163e-04 4.891e-02 3.884e-04 5.612e-03 1.796e-01 6.724e-02 9.867e-03 6.090e-03 1.884e-01 3.019e-02 5.306e-05 9.146e-10 1.649e-09 7.508e-02 1.780e-05 8.046e-05 2.750e-03 9.413e-10 2.295e-02 9.361e-10 4.429e-03 3.015e-03 1.032e-03 1.042e-03 7.287e-11 2.293e-10 1.094e-01 2.170e-03 1.600e-03 2.474e-02 4.929e-03 7.518e-10 1.615e-03 2.414e-02 2.445e-04 +96 TP 19 3.601e-09 2.884e-09 2.142e-02 1.944e-09 1.780e-03 8.910e-08 6.848e-03 5.625e-11 5.280e-11 7.348e-03 6.915e-03 6.268e-10 2.677e-03 1.207e-03 1.014e-09 6.516e-03 4.563e-02 1.586e-09 1.277e-01 8.398e-02 1.523e-01 1.656e-02 2.576e-03 2.598e-04 3.379e-02 2.309e-01 1.747e-02 2.865e-03 3.827e-04 1.080e-05 6.986e-10 3.636e-09 4.646e-03 1.945e-02 1.843e-02 1.186e-03 3.608e-03 7.860e-11 5.101e-10 7.579e-05 3.265e-03 2.634e-03 1.297e-09 2.140e-02 4.410e-03 1.131e-02 1.405e-01 1.005e-10 +96 TP 20 8.224e-03 5.754e-03 6.789e-02 7.862e-03 1.462e-04 8.741e-05 3.057e-03 1.680e-10 7.213e-11 3.733e-03 6.634e-03 1.495e-01 6.772e-04 1.161e-09 7.867e-03 1.714e-03 1.724e-02 3.169e-02 1.637e-02 3.986e-01 6.055e-02 1.932e-02 7.059e-03 5.043e-04 1.427e-02 7.463e-09 1.333e-02 1.760e-03 2.789e-04 3.185e-03 3.511e-10 3.669e-03 1.958e-03 5.820e-03 1.278e-02 1.162e-03 2.644e-03 1.064e-10 4.942e-10 1.070e-02 3.987e-03 4.302e-05 5.302e-03 6.788e-03 2.057e-03 3.231e-03 9.210e-02 4.198e-04 +96 TP 21 1.526e-09 1.924e-09 1.891e-02 2.378e-09 2.545e-04 9.857e-10 1.604e-03 9.221e-11 8.580e-11 1.203e-09 8.826e-03 2.402e-01 2.026e-04 1.008e-03 6.995e-10 3.337e-09 3.188e-02 1.405e-08 1.076e-08 2.173e-01 3.112e-01 2.206e-09 8.607e-10 1.619e-03 1.164e-07 4.387e-05 1.350e-09 1.542e-03 1.398e-03 1.456e-09 4.121e-10 6.278e-04 9.110e-10 2.690e-03 1.707e-02 9.926e-04 4.731e-03 1.132e-10 1.404e-09 2.509e-03 1.388e-03 1.238e-03 7.418e-10 8.583e-03 1.602e-03 3.044e-03 1.196e-01 1.250e-10 +96 TP 22 1.688e-01 8.677e-02 2.204e-03 1.286e-09 2.414e-03 2.485e-09 9.096e-04 4.683e-11 4.670e-11 2.273e-05 3.784e-04 7.388e-07 4.634e-04 2.539e-04 1.076e-01 9.425e-04 3.727e-03 3.964e-03 4.210e-02 3.482e-03 2.415e-03 1.489e-01 4.533e-02 2.939e-04 1.263e-02 3.541e-09 1.827e-01 9.363e-04 1.784e-04 6.934e-10 3.957e-10 3.268e-02 2.784e-10 2.338e-03 1.710e-04 5.137e-04 1.906e-09 5.780e-11 1.336e-10 1.954e-02 1.329e-03 2.266e-09 1.073e-01 2.289e-03 9.473e-04 4.309e-04 1.517e-02 1.097e-10 +96 TP 23 1.507e-09 2.623e-09 1.990e-03 2.981e-01 3.434e-10 5.102e-10 1.999e-03 4.034e-11 4.017e-11 2.364e-03 3.975e-03 3.368e-04 8.190e-04 7.538e-04 3.657e-09 1.109e-03 1.640e-02 9.185e-10 1.226e-01 1.549e-02 1.364e-02 8.266e-09 1.768e-01 1.470e-09 3.981e-02 7.888e-03 3.000e-08 5.998e-10 4.367e-05 2.185e-03 8.369e-10 1.191e-09 2.093e-04 3.200e-03 8.775e-03 1.138e-03 3.531e-04 4.859e-11 2.926e-10 1.985e-01 1.601e-03 1.294e-03 2.080e-02 8.135e-03 1.869e-03 2.402e-03 4.546e-02 1.282e-10 +96 TP 24 1.860e-03 1.084e-03 7.999e-04 1.261e-03 6.280e-04 4.467e-02 1.446e-02 7.000e-09 7.244e-11 4.308e-03 1.040e-01 3.707e-03 1.899e-02 1.388e-01 1.751e-03 7.778e-03 4.908e-03 6.779e-03 8.888e-04 1.123e-03 1.971e-03 2.638e-03 7.362e-04 4.288e-01 1.351e-04 2.353e-03 3.430e-03 6.338e-02 7.954e-03 1.030e-02 7.223e-09 6.872e-04 1.034e-02 4.774e-03 1.325e-09 1.662e-02 1.710e-02 9.265e-10 1.313e-02 8.967e-04 7.777e-03 2.415e-02 1.163e-03 2.961e-03 6.144e-03 7.497e-03 3.588e-03 3.632e-03 +96 TP 25 1.914e-09 7.144e-09 1.250e-05 2.141e-07 5.453e-10 1.140e-04 3.638e-09 8.790e-11 8.117e-11 6.743e-05 5.344e-03 1.358e-09 1.484e-03 1.430e-03 2.233e-09 1.849e-09 1.449e-02 3.638e-01 2.008e-02 7.336e-03 1.864e-02 4.400e-09 2.517e-09 3.076e-04 3.745e-01 1.417e-01 2.126e-09 6.355e-05 7.323e-04 1.911e-09 9.033e-06 1.316e-09 1.210e-09 8.711e-07 8.558e-03 1.425e-04 1.151e-03 3.459e-10 2.732e-10 7.752e-04 4.097e-03 1.330e-03 3.041e-09 5.971e-03 1.279e-03 1.014e-07 2.659e-02 5.334e-05 +96 TP 26 1.075e-02 1.042e-02 2.619e-03 1.107e-02 6.095e-04 4.321e-10 2.176e-03 6.423e-11 6.338e-11 5.612e-03 4.101e-03 8.131e-03 1.323e-03 1.507e-03 9.448e-03 1.639e-03 2.044e-02 1.771e-01 3.520e-09 2.990e-02 7.262e-02 3.433e-02 1.049e-02 1.734e-03 4.784e-02 4.148e-01 1.746e-02 7.139e-10 2.575e-04 1.738e-09 3.798e-10 3.580e-03 1.220e-09 4.207e-03 1.050e-02 7.930e-04 2.057e-03 7.902e-11 1.792e-09 4.313e-09 1.417e-03 1.583e-03 5.948e-03 8.658e-03 1.934e-03 1.885e-03 6.105e-02 1.040e-10 +96 TP 27 2.531e-09 3.971e-02 1.841e-03 1.776e-06 5.125e-03 2.733e-04 1.693e-03 4.233e-11 2.635e-11 4.115e-03 1.614e-03 6.149e-04 5.630e-04 1.106e-03 1.187e-09 1.267e-03 1.015e-02 8.547e-10 5.780e-02 6.869e-03 7.481e-03 1.620e-04 1.198e-01 5.343e-04 6.754e-03 1.547e-08 5.006e-01 8.158e-04 1.050e-04 5.577e-10 8.783e-05 1.042e-01 2.505e-10 2.961e-03 3.095e-03 4.798e-04 6.282e-04 3.696e-11 1.035e-10 3.850e-02 2.513e-03 1.304e-03 4.451e-02 4.863e-03 1.097e-03 2.379e-03 2.434e-02 5.323e-11 +96 TP 28 2.485e-03 6.803e-04 1.565e-03 2.247e-03 1.250e-03 1.205e-01 2.675e-02 4.714e-06 6.943e-11 5.216e-03 7.174e-02 9.165e-03 1.456e-02 1.020e-01 3.017e-03 8.624e-03 9.771e-03 7.115e-03 3.575e-03 2.839e-03 2.984e-03 4.032e-03 1.812e-03 3.885e-02 2.559e-03 6.806e-04 1.892e-03 3.922e-01 6.629e-03 1.048e-02 7.808e-10 9.798e-04 1.170e-02 5.328e-03 1.498e-09 1.429e-02 1.777e-02 1.037e-09 1.933e-02 6.102e-04 1.231e-02 3.508e-02 6.836e-04 4.875e-03 5.867e-03 1.001e-02 4.040e-03 1.966e-03 +96 TP 29 3.718e-04 5.111e-10 3.991e-04 7.779e-05 2.513e-04 6.770e-03 3.249e-03 2.220e-02 7.254e-04 4.156e-04 3.518e-09 8.360e-04 2.118e-02 6.136e-03 1.201e-04 9.671e-04 3.772e-04 4.163e-04 1.953e-05 5.808e-04 2.150e-10 5.354e-04 1.273e-10 8.560e-03 2.424e-04 3.525e-04 1.174e-09 4.902e-03 5.029e-01 7.281e-04 1.846e-02 4.408e-05 1.473e-03 6.832e-04 8.772e-05 1.590e-02 8.064e-02 1.084e-01 2.490e-03 4.289e-04 1.206e-03 2.844e-03 7.618e-10 8.489e-04 6.496e-04 1.153e-03 1.671e-04 1.812e-01 +96 TP 30 2.642e-02 2.035e-02 3.923e-09 2.335e-02 3.958e-03 6.874e-08 3.848e-03 9.169e-11 8.943e-11 8.137e-09 1.883e-03 1.549e-01 7.569e-04 5.964e-04 1.991e-02 1.738e-03 8.100e-03 1.005e-01 2.962e-02 9.500e-02 3.638e-02 5.186e-02 1.792e-02 1.633e-03 1.470e-02 2.645e-02 4.393e-02 8.981e-04 1.096e-04 1.298e-01 5.515e-10 1.137e-02 6.725e-03 9.760e-03 3.403e-03 6.967e-10 4.805e-04 1.799e-10 4.268e-09 2.135e-02 1.570e-03 3.907e-03 1.609e-02 1.554e-02 2.601e-03 8.916e-03 8.357e-02 1.280e-04 +96 TP 31 1.939e-03 1.098e-03 9.943e-04 1.957e-03 3.564e-04 2.946e-02 1.434e-02 6.525e-05 5.066e-11 4.912e-03 2.234e-09 4.985e-03 7.020e-02 4.554e-02 1.335e-03 5.622e-03 5.496e-03 6.273e-03 2.670e-04 8.518e-04 1.304e-03 3.968e-03 7.134e-07 9.965e-02 1.361e-03 2.619e-03 2.703e-03 3.486e-02 1.779e-02 7.681e-03 4.821e-01 5.464e-04 7.928e-03 3.899e-03 1.257e-03 4.340e-02 3.291e-02 1.124e-09 1.219e-02 1.753e-03 6.613e-03 1.676e-02 1.371e-03 2.680e-03 3.516e-03 5.947e-03 2.217e-03 7.322e-03 +96 TP 32 1.270e-02 2.561e-01 2.587e-09 2.310e-10 8.417e-04 2.020e-10 3.196e-04 2.480e-11 2.162e-11 4.974e-10 2.819e-04 1.333e-10 1.374e-08 1.363e-04 3.826e-02 1.926e-10 1.561e-03 1.342e-10 7.600e-03 7.995e-04 9.247e-04 3.776e-10 1.390e-02 3.753e-05 1.107e-03 6.362e-10 8.193e-02 1.007e-04 6.343e-05 7.622e-11 1.126e-10 5.719e-01 1.948e-10 5.628e-04 4.032e-04 1.100e-05 7.250e-05 2.724e-11 8.411e-11 4.281e-03 3.225e-04 9.781e-11 2.342e-09 1.024e-03 2.270e-04 1.745e-04 4.306e-03 2.230e-11 +96 TP 33 2.677e-02 1.728e-02 2.581e-02 1.754e-02 3.558e-03 1.795e-09 1.149e-03 1.472e-10 1.111e-10 1.236e-01 1.323e-09 7.500e-02 2.607e-04 1.565e-09 1.407e-02 3.337e-09 1.154e-08 6.059e-02 2.649e-02 2.884e-02 2.526e-02 4.242e-02 1.091e-02 1.440e-09 1.007e-02 2.219e-02 3.296e-02 9.308e-04 1.826e-09 1.438e-01 5.689e-10 4.741e-03 1.204e-01 5.661e-09 1.233e-09 8.720e-10 3.357e-03 2.465e-10 5.197e-03 2.716e-02 2.958e-09 7.153e-08 1.017e-02 6.706e-02 2.110e-09 3.173e-09 5.242e-02 5.358e-09 +96 TP 34 5.087e-04 2.661e-03 2.918e-09 6.962e-07 8.269e-10 6.100e-09 5.459e-03 9.662e-11 9.292e-11 1.176e-09 1.053e-02 2.751e-03 3.288e-03 4.355e-03 2.495e-03 1.280e-02 1.694e-01 2.358e-09 1.489e-03 3.649e-09 1.607e-07 2.837e-03 3.275e-05 1.116e-03 1.536e-09 2.086e-09 3.411e-09 2.376e-03 1.741e-03 7.735e-09 3.958e-10 7.409e-04 2.096e-01 3.468e-01 2.134e-02 2.796e-03 2.638e-03 1.868e-10 1.003e-09 5.812e-04 5.743e-03 4.518e-03 2.222e-04 5.059e-02 1.923e-09 1.239e-01 6.587e-03 1.777e-04 +96 TP 35 3.108e-10 5.308e-10 3.665e-10 4.831e-10 8.018e-05 2.688e-01 3.952e-10 1.233e-04 7.328e-11 2.983e-10 1.660e-01 3.573e-10 5.002e-02 1.037e-01 2.314e-10 2.864e-10 9.556e-10 3.660e-10 2.639e-08 3.141e-10 3.530e-10 3.893e-10 8.620e-10 6.776e-02 1.254e-09 5.470e-10 6.457e-10 1.734e-01 1.162e-02 3.802e-10 1.846e-03 3.330e-09 4.050e-10 4.076e-10 8.440e-02 3.417e-02 3.516e-02 3.913e-10 3.135e-10 2.905e-10 3.834e-10 2.883e-09 2.728e-10 1.287e-09 3.253e-10 3.865e-10 3.711e-09 2.864e-03 +96 TP 36 6.417e-04 4.503e-04 9.922e-04 9.447e-04 4.618e-04 9.715e-03 4.717e-03 2.163e-03 4.978e-05 1.117e-03 8.501e-04 1.448e-03 1.429e-01 1.092e-02 2.538e-04 2.364e-03 2.733e-03 1.746e-03 4.992e-04 2.279e-04 8.629e-04 1.045e-03 7.193e-04 1.513e-02 4.776e-05 1.634e-03 9.871e-04 8.699e-03 5.933e-02 3.109e-03 4.909e-02 1.983e-04 3.548e-03 7.570e-04 1.833e-03 4.468e-01 1.737e-01 1.043e-09 2.981e-03 1.558e-03 1.390e-03 6.090e-03 2.275e-04 1.224e-03 1.422e-03 2.439e-03 6.395e-06 2.996e-02 +96 TP 37 6.557e-10 1.190e-04 1.572e-10 7.671e-10 9.009e-11 1.331e-09 3.282e-10 7.979e-03 2.785e-04 2.205e-04 6.167e-10 4.316e-05 4.048e-10 5.391e-10 2.840e-04 2.046e-10 8.265e-04 8.742e-10 8.691e-04 5.275e-04 1.950e-04 4.979e-04 1.287e-09 5.323e-04 1.498e-04 4.499e-10 1.137e-04 2.942e-09 1.621e-01 8.471e-05 1.033e-09 3.241e-10 3.129e-09 6.314e-04 7.940e-04 6.471e-10 5.152e-01 2.301e-01 1.237e-09 5.289e-04 9.383e-10 5.157e-10 2.827e-08 3.262e-04 4.426e-04 2.386e-04 8.555e-10 7.691e-02 +96 TP 38 5.143e-03 1.306e-03 2.343e-03 3.322e-03 4.291e-04 4.804e-02 1.975e-02 5.940e-10 1.176e-10 8.423e-03 9.597e-03 7.624e-03 1.449e-01 4.213e-02 1.797e-03 1.034e-02 7.476e-03 7.688e-03 8.045e-10 3.185e-03 2.539e-03 5.286e-03 1.027e-03 5.483e-02 2.316e-03 4.577e-03 8.973e-04 4.570e-02 9.293e-10 1.412e-02 1.257e-01 7.686e-04 1.750e-02 4.804e-03 3.331e-03 1.798e-01 2.210e-09 1.345e-01 2.244e-02 8.301e-04 8.945e-03 2.843e-02 5.578e-10 2.405e-03 4.717e-03 1.015e-02 8.821e-04 2.067e-09 +96 TP 39 6.244e-03 6.702e-03 1.236e-02 1.143e-02 5.421e-03 3.118e-03 5.687e-09 1.354e-10 1.256e-10 3.823e-02 2.546e-09 3.453e-02 4.163e-03 2.849e-09 8.375e-03 8.664e-02 4.724e-02 3.627e-02 5.869e-03 2.164e-02 9.756e-03 2.377e-02 6.531e-03 1.213e-03 9.864e-03 1.994e-02 2.594e-02 4.109e-09 1.790e-03 5.781e-02 1.599e-09 2.764e-03 9.001e-02 4.292e-02 5.185e-09 2.052e-03 2.268e-03 7.707e-09 1.140e-01 1.215e-02 2.527e-08 1.705e-02 6.724e-03 2.736e-02 8.136e-02 9.078e-02 2.566e-02 3.152e-10 +96 TP 40 2.546e-02 1.571e-02 1.262e-04 8.189e-02 6.468e-10 3.177e-10 1.043e-03 3.881e-11 3.812e-11 3.129e-03 4.429e-03 6.335e-10 9.035e-04 1.019e-03 1.259e-02 8.094e-05 8.325e-03 1.978e-02 9.230e-02 5.959e-03 4.125e-06 1.192e-01 1.847e-02 8.249e-04 1.080e-01 3.209e-06 2.611e-02 4.373e-04 2.272e-09 2.116e-08 4.307e-10 3.591e-03 2.419e-10 1.590e-03 4.456e-03 7.413e-04 1.365e-04 5.074e-11 1.582e-10 4.150e-01 2.554e-03 1.532e-04 5.179e-09 3.358e-03 7.020e-04 5.051e-04 2.137e-02 1.158e-10 +96 TP 41 1.124e-09 9.505e-04 4.900e-10 6.439e-10 5.658e-10 4.496e-09 1.296e-01 1.238e-10 9.682e-11 1.809e-09 3.027e-02 1.658e-09 7.929e-03 1.042e-02 1.481e-03 1.070e-09 3.885e-03 4.310e-09 1.045e-03 8.204e-04 4.227e-04 6.994e-10 5.021e-10 5.737e-03 2.489e-07 1.299e-09 2.153e-09 9.503e-03 3.172e-03 1.814e-09 7.089e-10 1.292e-03 2.747e-03 1.759e-09 1.313e-01 7.455e-03 7.510e-03 2.552e-10 2.118e-01 9.609e-10 3.473e-01 6.358e-02 8.112e-10 1.552e-09 1.869e-02 7.206e-10 1.504e-03 1.546e-03 +96 TP 42 2.817e-03 2.010e-03 2.136e-04 1.503e-03 1.682e-03 1.986e-02 1.383e-01 1.086e-04 7.091e-11 9.048e-03 2.424e-02 1.015e-02 8.588e-03 6.991e-03 3.457e-03 1.388e-02 1.147e-02 1.056e-02 2.986e-03 8.387e-04 2.594e-03 5.209e-03 1.695e-03 3.176e-03 1.505e-03 2.127e-03 5.262e-03 5.046e-09 3.040e-03 1.768e-02 9.483e-10 1.562e-03 1.554e-02 7.192e-03 1.217e-01 5.429e-03 6.084e-03 1.992e-10 5.445e-02 2.592e-03 3.033e-02 3.973e-01 2.913e-03 7.488e-03 1.341e-02 1.391e-02 7.512e-03 1.547e-03 +96 TP 43 2.562e-01 3.177e-02 2.909e-04 3.495e-07 1.102e-04 4.758e-10 2.486e-04 2.915e-11 2.908e-11 4.333e-04 7.868e-04 4.578e-10 9.793e-05 5.032e-04 7.135e-02 3.660e-10 1.237e-03 4.705e-10 7.923e-03 1.033e-09 2.633e-03 1.015e-02 9.834e-02 3.053e-05 1.290e-09 9.530e-10 5.916e-02 6.766e-08 1.466e-10 3.390e-10 1.257e-10 5.162e-03 2.068e-10 7.400e-04 1.387e-03 5.389e-05 3.702e-04 3.407e-11 7.689e-11 8.505e-10 9.952e-04 2.595e-04 4.485e-01 3.713e-07 1.180e-04 7.473e-04 3.789e-04 3.771e-05 +96 TP 44 2.366e-03 2.230e-03 7.577e-03 3.029e-03 2.592e-04 8.847e-04 5.502e-03 3.506e-10 8.499e-11 1.132e-01 1.073e-02 1.362e-02 2.255e-03 2.194e-03 4.502e-03 3.061e-05 1.169e-01 7.111e-03 7.114e-03 5.712e-03 7.736e-03 7.876e-03 7.345e-04 6.926e-04 3.254e-03 6.567e-03 1.008e-02 2.112e-03 1.339e-03 4.816e-02 3.871e-10 2.137e-03 4.329e-02 1.374e-01 1.808e-02 1.861e-03 3.109e-03 1.182e-10 1.752e-03 6.789e-03 7.080e-03 5.791e-03 2.033e-03 3.166e-01 1.158e-09 3.494e-02 2.503e-02 2.984e-04 +96 TP 45 6.970e-03 3.355e-03 3.019e-03 1.726e-06 8.165e-05 1.589e-03 3.664e-02 1.259e-10 1.062e-10 6.957e-03 2.360e-02 6.657e-03 6.769e-03 4.419e-03 3.741e-03 1.269e-01 5.643e-03 4.452e-03 3.439e-03 4.107e-03 3.205e-03 5.025e-03 3.032e-03 1.280e-03 6.832e-04 2.870e-03 2.413e-03 2.390e-05 2.766e-03 9.494e-03 8.829e-10 1.912e-03 2.281e-02 1.593e-02 7.342e-02 5.397e-03 5.223e-03 1.976e-09 2.669e-02 3.081e-03 1.040e-01 1.928e-02 3.514e-03 9.669e-03 3.796e-01 3.965e-02 9.944e-03 7.373e-04 +96 TP 46 6.336e-03 8.458e-03 9.133e-03 6.601e-03 1.323e-03 2.675e-09 6.290e-03 2.763e-10 8.683e-11 1.581e-02 1.134e-02 1.904e-02 3.781e-03 2.781e-03 5.022e-03 7.556e-02 8.759e-02 1.767e-02 4.524e-03 8.769e-03 7.222e-03 1.429e-02 4.717e-03 1.343e-03 6.351e-03 1.109e-02 9.580e-03 4.781e-03 1.023e-03 3.571e-02 8.493e-10 2.642e-03 1.346e-01 6.222e-02 1.804e-02 2.597e-03 2.212e-03 1.480e-10 1.412e-09 5.859e-03 7.852e-03 1.301e-03 5.079e-03 1.583e-02 1.270e-02 3.259e-01 1.701e-02 5.442e-10 +96 TP 47 5.434e-09 1.657e-09 9.210e-02 1.050e-09 2.205e-03 7.187e-10 1.518e-02 1.513e-10 5.968e-11 1.875e-01 1.085e-02 2.823e-09 8.292e-03 1.004e-02 3.727e-09 8.991e-03 1.577e-01 8.158e-03 9.217e-03 2.072e-03 1.493e-09 1.888e-07 7.810e-10 2.355e-03 6.610e-10 3.955e-09 7.080e-03 3.946e-03 1.504e-03 1.036e-09 3.490e-10 1.681e-09 3.099e-09 7.216e-02 5.271e-02 6.195e-03 4.383e-03 1.080e-10 5.261e-03 1.201e-09 1.856e-02 1.465e-02 1.319e-09 1.407e-01 9.153e-03 3.213e-02 1.169e-01 1.089e-04 +96 TP 48 3.024e-05 2.495e-05 2.066e-05 1.412e-04 8.427e-11 1.649e-03 7.889e-04 1.023e-01 2.161e-03 7.086e-05 4.014e-10 3.970e-04 8.527e-03 2.037e-03 4.907e-05 4.006e-04 1.034e-04 4.956e-10 7.938e-11 2.669e-10 1.250e-04 1.097e-10 9.913e-05 3.618e-03 7.947e-11 1.797e-09 1.767e-05 2.452e-03 1.655e-01 4.067e-04 8.543e-03 4.849e-11 6.832e-04 2.877e-04 3.894e-04 7.718e-03 3.388e-02 4.131e-02 1.008e-03 3.703e-04 3.677e-04 1.410e-03 2.691e-05 1.672e-04 9.779e-05 4.740e-04 2.423e-07 6.123e-01 +97 IP 1 8.323e-01 +97 IP 2 3.021e-09 +97 IP 3 3.021e-09 +97 IP 4 3.021e-09 +97 IP 5 3.016e-03 +97 IP 6 3.021e-09 +97 IP 7 3.021e-09 +97 IP 8 3.021e-09 +97 IP 9 3.021e-09 +97 IP 10 3.021e-09 +97 IP 11 3.021e-09 +97 IP 12 3.021e-09 +97 IP 13 3.021e-09 +97 IP 14 3.021e-09 +97 IP 15 3.081e-09 +97 IP 16 3.021e-09 +97 IP 17 3.021e-09 +97 IP 18 3.906e-02 +97 IP 19 3.021e-09 +97 IP 20 3.021e-09 +97 IP 21 3.021e-09 +97 IP 22 9.677e-02 +97 IP 23 3.021e-09 +97 IP 24 3.023e-09 +97 IP 25 3.021e-09 +97 IP 26 3.020e-03 +97 IP 27 3.021e-09 +97 IP 28 3.021e-09 +97 IP 29 1.626e-03 +97 IP 30 3.023e-09 +97 IP 31 5.909e-09 +97 IP 32 2.130e-02 +97 IP 33 3.021e-09 +97 IP 34 2.944e-03 +97 IP 35 3.021e-09 +97 IP 36 3.021e-09 +97 IP 37 3.021e-09 +97 IP 38 3.021e-09 +97 IP 39 3.107e-09 +97 IP 40 3.420e-09 +97 EP 1 1.058e-10 4.232e-04 1.393e-01 5.400e-01 3.197e-01 4.475e-10 4.554e-10 3.880e-04 1.538e-10 1.866e-10 1.200e-10 1.122e-10 1.245e-10 1.077e-10 1.064e-10 1.102e-10 1.059e-04 1.062e-10 1.059e-10 1.072e-10 1.059e-10 1.059e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.059e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.059e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.060e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 +97 EP 2 4.963e-11 4.963e-11 4.963e-11 4.964e-11 4.965e-11 4.967e-11 5.038e-11 5.608e-11 7.788e-11 1.961e-10 9.005e-11 2.195e-10 2.657e-10 4.438e-05 4.365e-10 7.162e-11 7.618e-11 8.880e-05 3.397e-10 1.447e-10 3.156e-10 3.751e-10 1.614e-09 2.072e-10 9.714e-04 6.516e-04 6.403e-05 8.085e-04 4.048e-10 6.393e-04 5.263e-02 9.438e-01 2.574e-09 7.435e-10 5.332e-05 3.062e-09 1.525e-09 2.319e-05 5.237e-10 2.465e-10 8.622e-10 6.033e-10 1.629e-09 1.420e-10 6.331e-10 1.132e-04 2.613e-10 8.161e-11 6.597e-11 6.956e-11 6.856e-11 9.582e-05 7.057e-11 1.467e-10 7.256e-11 3.292e-05 1.136e-10 5.576e-11 5.080e-11 5.410e-11 5.707e-11 5.750e-11 5.114e-11 5.726e-11 5.991e-11 4.978e-11 4.974e-11 5.049e-11 4.983e-11 6.979e-11 4.967e-11 4.969e-11 4.988e-11 4.964e-11 5.130e-11 4.963e-11 4.963e-11 4.969e-11 4.965e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 4.963e-11 3.770e-10 +97 EP 3 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.461e-11 6.467e-11 6.523e-11 7.571e-11 2.722e-10 1.696e-10 1.461e-10 1.554e-10 1.680e-10 1.295e-10 8.035e-10 9.839e-11 6.893e-05 3.367e-10 3.996e-04 6.418e-04 5.130e-04 3.468e-04 2.785e-04 8.399e-10 1.932e-03 3.367e-03 2.915e-03 6.401e-03 8.247e-02 8.380e-01 5.445e-02 7.346e-03 6.980e-10 1.358e-09 6.888e-09 1.611e-09 3.215e-04 1.102e-09 4.878e-04 6.361e-10 5.392e-10 2.132e-10 5.603e-10 1.480e-10 1.584e-10 9.146e-11 8.704e-11 7.083e-05 7.302e-11 7.182e-11 7.937e-11 3.551e-08 6.746e-11 6.930e-11 7.908e-11 8.954e-11 6.620e-11 7.242e-11 6.539e-11 7.680e-11 1.494e-10 6.526e-11 6.485e-11 7.323e-11 6.672e-11 6.461e-11 6.461e-11 6.472e-11 6.466e-11 7.177e-11 6.459e-11 6.459e-11 6.461e-11 6.459e-11 6.761e-11 6.459e-11 6.459e-11 6.460e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 6.459e-11 3.540e-10 +97 EP 4 7.322e-11 7.322e-11 7.322e-11 7.327e-11 7.333e-11 7.473e-11 9.837e-11 1.691e-10 1.046e-09 1.090e-10 1.646e-10 1.444e-10 7.214e-05 5.567e-04 5.014e-04 3.594e-10 1.321e-04 1.006e-03 1.111e-03 4.474e-04 1.163e-03 6.713e-09 1.408e-08 7.907e-01 1.789e-01 7.019e-10 8.675e-03 5.385e-03 5.039e-03 2.899e-03 1.550e-03 1.056e-09 9.476e-04 9.621e-10 6.511e-04 2.679e-10 4.167e-10 2.320e-04 7.540e-10 3.807e-10 1.684e-10 9.200e-11 3.894e-10 1.403e-10 1.147e-10 1.160e-10 8.068e-11 1.681e-10 8.222e-11 1.100e-10 8.633e-11 9.585e-11 7.637e-11 7.542e-11 7.942e-11 7.473e-11 6.756e-10 7.546e-11 7.372e-11 7.768e-11 1.490e-10 7.599e-11 7.339e-11 9.268e-11 7.989e-11 7.325e-11 7.325e-11 7.328e-11 7.326e-11 7.433e-11 7.324e-11 7.324e-11 7.328e-11 7.322e-11 7.355e-11 7.322e-11 7.322e-11 7.324e-11 7.324e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 7.322e-11 2.229e-10 +97 EP 5 5.621e-11 5.621e-11 5.622e-11 5.626e-11 5.671e-11 6.606e-11 9.564e-11 2.235e-10 1.293e-10 1.166e-10 2.000e-10 1.894e-10 2.340e-02 4.607e-01 4.468e-01 5.631e-02 4.682e-04 2.029e-03 5.071e-03 1.186e-03 1.328e-03 1.203e-09 9.623e-04 5.494e-04 3.694e-10 1.466e-04 7.018e-05 5.901e-05 4.476e-05 3.854e-10 3.075e-09 7.728e-05 1.434e-10 1.767e-04 9.615e-11 1.588e-10 1.408e-10 6.567e-05 6.562e-11 4.338e-10 6.111e-05 7.088e-05 6.314e-11 5.963e-11 6.095e-11 5.726e-11 5.656e-11 5.688e-11 5.701e-11 5.624e-11 5.692e-11 5.628e-11 5.634e-11 5.623e-11 5.622e-11 5.623e-11 5.622e-11 5.657e-11 5.622e-11 5.645e-11 5.718e-11 5.910e-11 5.621e-11 5.625e-11 5.623e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.622e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.622e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 5.621e-11 3.807e-04 +97 EP 6 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.286e-11 1.363e-11 1.291e-11 1.327e-11 9.529e-06 2.790e-11 1.517e-11 1.491e-11 1.437e-11 1.334e-11 1.874e-11 1.568e-11 3.664e-11 2.951e-10 3.851e-05 1.061e-10 8.293e-11 1.181e-10 5.308e-11 8.716e-05 2.788e-04 1.365e-08 3.945e-10 5.212e-04 1.725e-04 1.083e-03 7.789e-09 5.153e-03 6.327e-03 1.984e-10 1.207e-01 5.507e-01 2.805e-01 3.410e-02 4.050e-10 5.000e-10 1.911e-09 1.021e-07 9.577e-05 3.821e-09 5.045e-05 2.030e-10 6.827e-10 5.022e-11 1.312e-10 6.428e-11 1.438e-04 5.783e-11 2.905e-11 4.594e-11 3.279e-11 4.063e-11 3.091e-10 3.986e-11 3.439e-11 1.711e-05 2.480e-11 5.371e-11 2.110e-11 1.491e-11 1.796e-11 1.879e-11 1.350e-11 2.495e-11 1.465e-11 1.426e-11 1.240e-05 1.280e-11 9.165e-11 1.277e-11 1.277e-11 1.353e-11 1.279e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.277e-11 1.473e-10 +97 EP 7 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.039e-10 1.040e-10 1.546e-10 6.848e-05 5.847e-09 8.590e-10 2.815e-10 4.648e-10 4.278e-10 2.091e-06 8.623e-04 6.460e-10 4.233e-10 1.657e-04 1.996e-03 3.682e-03 1.202e-03 8.362e-10 6.640e-10 8.806e-10 2.928e-01 4.309e-01 1.760e-01 4.696e-02 1.491e-02 1.019e-02 7.089e-03 5.725e-03 1.046e-03 2.318e-03 1.195e-03 2.508e-04 1.792e-03 2.547e-09 8.988e-10 3.259e-08 3.908e-10 2.282e-10 4.150e-04 5.558e-06 2.777e-10 3.924e-10 1.279e-10 1.911e-04 1.286e-10 2.362e-10 1.253e-10 1.208e-10 1.128e-10 1.059e-10 1.066e-10 1.062e-10 1.117e-10 1.041e-10 1.045e-10 1.301e-10 9.043e-05 1.197e-10 1.037e-10 4.476e-05 1.161e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.069e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.040e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.036e-10 1.396e-04 +97 EP 8 6.218e-11 6.218e-11 6.218e-11 6.241e-11 6.250e-11 6.281e-11 6.347e-11 2.050e-10 1.492e-10 9.605e-11 1.661e-10 1.077e-10 1.175e-10 1.127e-10 1.504e-10 1.374e-10 2.447e-10 8.672e-04 6.144e-04 5.514e-04 5.413e-04 4.239e-09 1.527e-09 4.485e-10 3.120e-09 6.872e-02 2.463e-01 2.683e-01 2.543e-01 7.103e-02 3.135e-02 1.869e-02 8.851e-03 1.225e-02 6.233e-03 3.003e-03 1.943e-03 1.998e-03 6.558e-04 3.155e-04 6.498e-04 4.496e-10 3.399e-05 1.355e-04 5.748e-04 1.776e-10 1.118e-10 1.952e-04 1.091e-10 9.973e-11 8.909e-11 1.180e-10 7.954e-11 7.421e-11 7.477e-11 6.601e-11 6.351e-11 8.828e-11 6.434e-11 6.277e-11 7.648e-11 6.233e-11 6.245e-11 1.141e-10 6.234e-11 6.218e-11 6.218e-11 6.267e-11 6.223e-11 6.223e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.220e-11 6.218e-11 6.218e-11 6.218e-11 6.229e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 6.218e-11 1.945e-03 +97 EP 9 2.947e-10 2.947e-10 2.947e-10 1.185e-09 6.245e-05 2.949e-10 3.026e-10 3.230e-10 3.694e-10 3.040e-10 3.119e-10 3.051e-10 3.369e-10 2.347e-09 3.133e-10 3.329e-10 3.449e-10 4.304e-10 6.774e-04 3.691e-10 4.851e-10 4.370e-10 3.873e-04 3.311e-09 7.237e-04 5.743e-04 4.246e-04 5.219e-04 7.144e-04 4.613e-10 1.364e-03 4.280e-04 5.936e-10 1.425e-09 1.985e-03 6.323e-04 6.367e-04 5.427e-10 6.303e-10 6.441e-10 2.474e-09 9.753e-04 1.108e-09 1.801e-09 8.652e-04 9.000e-04 8.418e-10 2.353e-03 7.060e-04 1.323e-09 2.149e-09 7.973e-04 1.240e-03 5.585e-04 1.183e-09 8.749e-04 5.195e-04 7.243e-05 6.876e-04 1.711e-09 7.053e-10 3.457e-10 3.238e-10 4.096e-10 1.064e-09 3.021e-10 3.015e-10 3.207e-10 4.422e-10 2.692e-04 2.955e-10 2.977e-10 3.062e-10 2.958e-10 3.260e-10 2.947e-10 2.947e-10 2.989e-10 2.947e-04 2.947e-10 2.947e-10 2.947e-04 2.947e-10 2.947e-10 2.947e-10 2.947e-10 2.947e-10 2.947e-10 2.947e-10 2.947e-10 9.795e-01 +97 EP 10 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.679e-11 7.684e-11 9.265e-11 2.505e-10 2.500e-10 7.778e-10 2.023e-10 8.197e-10 2.257e-04 4.629e-05 4.725e-06 2.042e-10 7.946e-10 1.026e-09 4.610e-10 3.571e-04 1.243e-03 1.132e-03 8.903e-05 4.034e-10 7.337e-05 1.502e-04 1.208e-08 6.528e-10 1.727e-09 2.789e-01 2.559e-01 1.770e-01 1.591e-01 8.096e-02 1.912e-02 1.578e-02 6.473e-03 2.971e-03 2.563e-05 2.228e-09 6.051e-09 6.069e-10 1.288e-07 3.522e-10 3.555e-10 2.215e-10 2.075e-09 1.598e-10 1.109e-10 1.687e-10 6.731e-10 3.123e-05 4.123e-10 9.083e-11 5.085e-09 4.150e-10 9.521e-11 9.062e-11 9.525e-11 1.029e-10 1.530e-10 1.040e-10 7.793e-11 9.122e-11 8.976e-11 7.689e-11 7.688e-11 7.706e-11 7.696e-11 1.789e-10 7.679e-11 7.678e-11 7.721e-11 7.674e-11 1.085e-10 7.674e-11 7.674e-11 7.687e-11 7.675e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 7.674e-11 3.900e-04 +97 EP 11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.890e-11 5.440e-11 4.192e-11 4.593e-11 3.240e-10 4.132e-11 6.241e-11 9.453e-05 2.409e-10 5.332e-11 7.739e-11 1.633e-10 4.653e-05 1.831e-09 1.202e-04 2.457e-04 1.653e-04 1.951e-10 9.575e-05 5.364e-04 5.543e-04 3.464e-04 4.117e-10 1.069e-03 3.854e-04 5.440e-10 3.982e-10 1.198e-09 2.434e-01 3.825e-01 2.734e-01 8.428e-02 1.269e-02 3.938e-09 6.287e-10 6.221e-10 3.644e-09 3.648e-10 2.732e-10 8.646e-10 3.532e-10 1.247e-06 1.320e-10 1.083e-10 3.956e-10 1.505e-10 5.201e-05 1.897e-10 1.338e-10 1.633e-10 8.262e-11 9.178e-11 6.671e-11 4.209e-11 2.815e-05 6.696e-11 6.364e-11 5.841e-11 4.880e-11 3.918e-11 3.714e-11 7.769e-11 3.769e-11 8.094e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 6.654e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 3.714e-11 2.394e-10 +97 EP 12 6.569e-11 6.569e-11 6.569e-11 6.570e-11 6.578e-11 6.582e-11 6.788e-11 9.059e-11 3.033e-10 1.492e-04 1.018e-10 2.609e-10 1.380e-10 1.800e-10 3.496e-04 4.920e-10 3.300e-10 2.975e-04 5.557e-10 7.198e-10 3.083e-04 1.009e-03 1.919e-09 2.980e-10 4.331e-03 1.205e-09 9.228e-03 6.182e-09 9.308e-01 5.162e-02 1.655e-05 4.495e-09 6.293e-10 5.021e-07 9.329e-04 6.278e-09 3.243e-09 9.280e-05 6.808e-04 3.880e-10 2.452e-10 3.795e-10 1.830e-04 2.843e-10 1.068e-10 2.346e-10 1.658e-10 9.727e-10 8.040e-11 8.286e-11 1.404e-10 1.245e-10 8.848e-11 8.222e-11 1.639e-10 8.593e-11 7.324e-11 7.327e-11 6.851e-11 8.283e-11 1.657e-10 6.965e-11 6.651e-11 8.655e-11 6.930e-11 6.581e-11 6.577e-11 6.616e-11 6.589e-11 7.472e-11 6.572e-11 6.574e-11 6.587e-11 6.570e-11 6.857e-11 6.569e-11 6.569e-11 6.576e-11 6.576e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 6.569e-11 3.905e-10 +97 EP 13 9.052e-12 9.052e-12 9.052e-12 9.057e-12 9.058e-12 9.052e-12 9.060e-12 9.806e-12 9.075e-12 9.154e-12 9.683e-12 1.286e-11 1.087e-11 9.525e-12 9.327e-12 9.130e-12 9.424e-12 1.234e-11 1.113e-11 3.963e-06 1.807e-09 2.001e-11 1.707e-11 2.828e-06 2.006e-11 1.186e-07 5.012e-10 3.389e-10 3.188e-09 1.617e-04 2.940e-04 3.578e-04 3.389e-04 1.390e-03 1.649e-03 3.790e-03 3.223e-07 4.549e-03 5.098e-10 1.012e-01 2.345e-01 2.484e-01 1.737e-01 1.030e-01 5.557e-02 2.927e-02 1.516e-02 8.607e-03 6.338e-03 3.137e-03 2.661e-03 1.827e-03 1.159e-03 8.522e-04 4.889e-04 5.391e-04 2.575e-04 1.314e-04 2.271e-10 9.799e-05 5.205e-05 2.120e-05 7.385e-07 5.645e-11 9.838e-05 3.631e-11 8.333e-11 2.028e-11 1.870e-11 2.642e-05 9.052e-06 7.695e-05 1.595e-11 1.138e-11 4.798e-11 9.052e-12 9.052e-12 9.052e-06 1.008e-11 9.052e-12 9.052e-12 9.052e-12 9.052e-12 9.052e-12 9.052e-12 9.052e-12 9.052e-12 9.052e-12 9.052e-12 9.052e-12 2.862e-04 +97 EP 14 2.609e-11 2.609e-11 2.609e-11 2.622e-11 2.627e-11 2.609e-11 2.737e-11 2.983e-11 2.854e-11 2.824e-11 6.435e-11 2.745e-11 4.981e-05 3.176e-11 3.803e-11 3.385e-11 6.324e-11 9.124e-05 1.257e-04 3.513e-10 7.090e-05 1.185e-04 2.388e-04 1.612e-05 8.677e-04 1.623e-03 1.926e-03 1.806e-03 2.546e-03 4.083e-03 8.109e-03 9.086e-03 6.379e-03 1.840e-02 2.883e-02 4.694e-02 9.249e-02 1.697e-01 1.804e-01 1.558e-01 1.066e-01 6.342e-02 3.759e-02 1.870e-02 1.147e-02 6.695e-03 4.365e-03 3.938e-03 1.233e-03 1.713e-03 6.850e-04 6.857e-04 5.786e-04 1.018e-04 3.777e-04 5.200e-04 1.422e-04 3.183e-10 2.311e-10 1.394e-04 1.992e-04 7.814e-05 8.001e-05 5.336e-05 3.883e-05 3.994e-11 3.939e-11 1.328e-10 7.632e-11 2.016e-07 2.654e-11 3.145e-11 1.073e-10 2.765e-11 1.038e-04 2.609e-11 2.609e-11 3.339e-11 3.120e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 2.609e-11 1.087e-02 +97 EP 15 6.209e-11 6.209e-11 6.209e-11 6.210e-11 6.228e-11 6.724e-11 6.706e-11 5.163e-05 1.236e-10 1.349e-10 1.599e-10 1.302e-10 2.655e-10 9.862e-04 2.947e-07 2.394e-10 4.130e-02 4.584e-01 4.494e-01 4.105e-02 5.829e-06 4.878e-03 1.569e-03 9.847e-05 2.717e-04 1.876e-04 6.601e-10 1.921e-04 1.005e-03 5.698e-10 2.623e-04 1.534e-10 2.065e-04 5.287e-10 1.302e-10 1.295e-10 1.332e-10 9.028e-11 8.520e-11 8.864e-11 7.075e-11 8.221e-11 4.577e-10 7.412e-11 6.599e-11 6.954e-11 6.264e-11 6.342e-11 6.259e-11 6.259e-11 6.671e-11 6.447e-11 6.286e-11 6.227e-11 6.224e-11 6.211e-11 6.211e-11 6.271e-11 6.209e-11 1.629e-10 6.630e-11 7.006e-11 6.209e-11 6.232e-11 6.227e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.210e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 6.209e-11 1.324e-04 +97 EP 16 1.692e-11 1.692e-11 1.692e-11 1.698e-11 1.700e-11 1.692e-11 1.693e-11 1.790e-11 1.700e-11 1.703e-11 1.736e-11 1.737e-11 2.031e-11 1.931e-11 1.750e-11 1.707e-11 1.742e-11 1.408e-06 2.427e-11 2.944e-11 1.617e-05 2.480e-11 2.685e-11 1.491e-10 2.798e-11 3.434e-11 5.111e-06 8.166e-11 1.186e-05 1.173e-04 9.483e-05 1.767e-04 2.551e-04 7.006e-04 1.291e-03 8.615e-04 2.845e-03 5.625e-09 3.550e-03 2.471e-06 2.083e-02 7.048e-02 1.270e-01 1.483e-01 1.323e-01 1.040e-01 7.796e-02 5.764e-02 3.903e-02 2.743e-02 2.078e-02 1.453e-02 1.039e-02 7.965e-03 6.229e-03 4.515e-03 3.963e-03 3.455e-03 2.610e-03 1.619e-03 1.640e-03 1.071e-03 8.520e-04 8.678e-04 5.487e-04 3.383e-04 4.398e-04 3.909e-04 5.075e-05 1.655e-04 2.172e-11 1.776e-04 1.741e-05 1.692e-05 1.526e-04 1.692e-11 1.692e-11 4.898e-11 4.335e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.692e-11 1.024e-01 +97 EP 17 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.653e-11 3.653e-11 3.715e-11 4.269e-11 4.509e-11 3.807e-05 1.101e-10 4.899e-11 1.329e-10 1.304e-10 2.324e-09 5.565e-11 5.301e-11 1.388e-10 4.530e-05 4.816e-10 6.374e-05 5.134e-08 7.842e-04 6.105e-10 2.219e-04 1.212e-03 1.516e-03 1.327e-09 3.899e-10 3.699e-03 4.230e-06 1.835e-09 8.405e-01 1.297e-01 7.907e-10 1.458e-02 4.428e-03 2.175e-03 1.030e-03 5.190e-10 7.495e-10 1.669e-10 7.178e-10 1.844e-10 3.719e-10 1.500e-10 6.780e-10 9.866e-11 7.302e-11 5.886e-11 6.261e-11 1.092e-10 6.365e-11 1.689e-10 6.298e-11 3.702e-10 6.397e-11 4.323e-11 3.875e-11 4.264e-11 4.386e-11 4.656e-11 3.962e-11 4.479e-11 4.870e-11 3.680e-11 3.671e-11 3.805e-11 3.698e-11 5.073e-11 3.659e-11 3.661e-11 3.700e-11 3.653e-11 3.935e-11 3.652e-11 3.652e-11 3.663e-11 3.656e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 3.652e-11 2.974e-10 +97 EP 18 3.510e-11 3.510e-11 3.520e-11 4.109e-11 4.559e-11 9.056e-10 4.742e-01 5.231e-01 7.430e-10 7.874e-10 8.994e-10 1.123e-03 2.591e-04 1.076e-03 1.418e-04 1.247e-09 7.306e-11 1.179e-04 5.802e-11 6.242e-11 8.893e-11 2.607e-06 2.786e-10 4.054e-11 4.449e-11 7.189e-11 4.193e-11 6.802e-11 3.971e-11 3.670e-11 4.531e-11 3.902e-11 3.933e-11 5.191e-11 3.814e-11 4.134e-11 4.577e-11 3.552e-11 3.542e-11 3.552e-11 3.583e-11 4.183e-11 3.586e-11 3.816e-11 3.520e-11 3.597e-11 3.513e-11 3.511e-11 3.538e-11 3.511e-11 3.512e-11 3.512e-11 3.511e-11 3.510e-11 3.511e-11 3.510e-11 3.510e-11 3.545e-11 3.510e-11 3.511e-11 3.511e-11 3.526e-11 3.510e-11 3.511e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 3.510e-11 5.432e-11 +97 EP 19 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.354e-11 3.459e-11 4.174e-11 3.794e-11 1.848e-10 8.688e-10 4.264e-11 3.204e-10 6.367e-05 3.649e-05 5.371e-11 4.934e-11 3.383e-10 9.531e-08 1.554e-04 1.198e-04 3.303e-04 2.140e-04 1.184e-04 1.049e-09 5.563e-04 1.392e-03 1.649e-04 3.472e-04 3.450e-03 3.876e-03 9.287e-10 4.022e-04 6.841e-01 2.991e-01 1.373e-09 5.200e-03 1.816e-09 1.834e-09 1.186e-04 3.997e-10 2.483e-10 3.774e-10 1.999e-10 1.300e-10 1.577e-10 1.422e-09 1.198e-10 6.193e-11 5.732e-11 6.988e-11 5.313e-11 5.456e-11 6.053e-11 6.863e-11 1.174e-05 4.210e-11 3.997e-11 3.550e-11 3.835e-11 4.377e-11 3.936e-11 3.788e-11 4.975e-11 3.730e-11 3.368e-11 3.354e-11 3.478e-11 3.384e-11 3.851e-11 3.353e-11 3.353e-11 3.358e-11 3.353e-11 3.777e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 3.353e-11 2.479e-04 +97 EP 20 4.797e-11 4.797e-11 4.797e-11 4.830e-11 4.841e-11 4.798e-11 4.988e-11 6.366e-11 5.248e-11 5.174e-11 5.531e-10 5.293e-11 5.463e-11 5.663e-11 5.751e-11 8.166e-11 1.160e-10 1.267e-05 7.963e-05 1.037e-10 3.078e-09 2.386e-04 2.217e-10 1.354e-09 8.497e-04 8.631e-04 3.987e-04 2.298e-03 5.091e-10 7.559e-10 4.929e-08 5.304e-10 2.010e-05 2.691e-01 3.131e-01 2.384e-01 1.359e-01 3.119e-02 6.414e-03 1.211e-09 9.506e-10 5.349e-10 7.834e-10 6.342e-04 4.894e-10 1.024e-09 5.655e-10 1.194e-09 1.670e-10 7.134e-10 1.536e-04 6.614e-06 4.904e-10 2.916e-04 2.914e-10 2.833e-05 1.697e-10 7.587e-11 5.795e-11 7.187e-11 1.674e-10 6.875e-11 5.586e-11 6.872e-11 5.781e-05 4.800e-11 4.798e-11 7.098e-11 4.798e-11 6.354e-10 4.797e-11 4.797e-11 4.809e-11 4.797e-11 6.989e-11 4.797e-11 4.797e-11 4.797e-11 4.821e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 4.797e-11 1.194e-09 +97 EP 21 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.205e-11 2.204e-11 2.228e-11 2.281e-11 2.234e-11 2.251e-11 5.858e-10 2.438e-11 2.751e-11 2.668e-11 2.492e-11 2.305e-11 5.144e-11 2.747e-11 5.554e-05 1.153e-04 8.729e-11 3.200e-10 8.115e-05 7.791e-05 1.407e-10 2.700e-05 1.275e-04 2.084e-05 6.009e-05 5.996e-04 1.725e-03 6.184e-06 4.569e-10 5.084e-04 1.272e-09 3.108e-01 5.911e-01 9.377e-02 4.141e-10 4.758e-09 3.160e-10 2.537e-10 4.850e-10 7.095e-04 1.912e-10 2.394e-10 2.413e-04 1.447e-10 9.526e-11 2.395e-10 7.767e-11 9.431e-11 1.499e-10 8.586e-11 3.396e-11 1.107e-10 5.110e-11 5.240e-11 9.946e-11 3.125e-11 3.472e-11 4.235e-11 2.800e-11 5.448e-11 2.864e-11 2.305e-11 2.310e-11 1.959e-05 2.287e-11 2.546e-11 2.239e-11 2.244e-11 3.154e-11 2.205e-11 4.936e-10 2.204e-11 2.204e-11 2.227e-11 2.207e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 2.204e-11 9.156e-11 +97 EP 22 4.846e-11 4.882e-11 5.015e-11 1.282e-10 2.824e-01 6.158e-01 9.906e-02 1.474e-10 1.570e-03 5.198e-10 7.328e-04 1.121e-04 2.002e-04 7.638e-11 6.274e-11 6.120e-05 5.755e-11 5.683e-11 5.424e-11 6.034e-11 5.353e-11 5.566e-11 5.324e-11 4.895e-11 5.077e-11 5.095e-11 4.902e-11 5.515e-11 4.885e-11 4.859e-11 5.095e-11 4.873e-11 4.880e-11 4.969e-11 4.868e-11 4.902e-11 4.938e-11 4.848e-11 4.847e-11 4.849e-11 4.848e-11 4.888e-11 4.851e-11 4.856e-11 4.846e-11 4.847e-11 4.846e-11 4.846e-11 4.848e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.848e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.846e-11 4.980e-11 +97 EP 23 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.049e-11 1.135e-11 1.053e-11 1.072e-11 1.859e-11 8.534e-06 1.290e-11 1.130e-11 1.128e-11 1.070e-11 1.214e-11 1.213e-11 1.502e-11 1.863e-05 7.280e-11 5.135e-11 3.568e-11 5.269e-11 2.932e-11 1.033e-10 3.296e-05 9.977e-05 3.354e-04 6.935e-08 2.460e-09 2.091e-04 1.349e-03 6.710e-04 3.141e-03 4.887e-10 1.525e-10 5.674e-09 3.190e-01 4.000e-01 2.011e-01 5.834e-02 1.289e-02 5.577e-04 1.772e-05 6.782e-10 6.800e-10 5.532e-05 1.856e-09 1.194e-10 6.218e-10 1.482e-10 5.604e-09 2.562e-05 8.656e-11 6.582e-11 5.925e-11 2.438e-10 8.752e-05 9.616e-05 7.822e-11 4.858e-08 5.046e-06 1.369e-06 3.257e-11 1.979e-11 6.096e-11 1.345e-11 1.322e-11 5.633e-05 2.602e-11 1.941e-11 6.531e-11 1.071e-11 5.105e-11 1.048e-11 1.048e-11 1.558e-11 1.057e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.048e-11 1.856e-03 +97 EP 24 9.993e-11 9.993e-11 9.993e-11 9.994e-11 1.000e-10 1.014e-10 1.143e-10 3.357e-10 5.340e-05 1.712e-10 2.749e-10 1.753e-10 2.247e-10 5.571e-04 4.545e-04 3.260e-10 1.265e-04 1.059e-08 5.271e-03 2.420e-03 9.883e-10 2.613e-02 9.605e-01 4.644e-08 1.045e-09 2.298e-08 2.606e-03 8.633e-04 1.558e-08 5.566e-04 1.857e-09 4.036e-10 1.209e-09 5.534e-10 3.980e-10 3.248e-10 5.808e-10 2.292e-10 3.821e-04 3.862e-10 1.840e-10 1.176e-10 2.448e-10 1.394e-10 2.166e-10 1.291e-10 1.081e-10 1.506e-10 1.091e-10 1.165e-10 1.116e-10 1.112e-10 1.033e-10 1.014e-10 1.053e-10 1.008e-10 1.022e-04 1.024e-10 1.001e-10 1.041e-10 3.549e-10 1.036e-10 1.000e-10 1.106e-10 1.216e-10 9.996e-11 9.994e-11 9.998e-11 9.996e-11 1.009e-10 9.994e-11 9.994e-11 9.996e-11 9.993e-11 1.002e-10 9.993e-11 9.993e-11 9.994e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 9.993e-11 7.187e-10 +97 EP 25 6.799e-11 6.799e-11 6.799e-11 6.805e-11 6.809e-11 7.013e-11 6.959e-11 2.375e-10 1.709e-10 8.490e-11 8.559e-11 1.389e-10 1.543e-10 5.460e-09 1.980e-04 1.687e-09 3.456e-10 5.103e-10 6.876e-05 8.456e-04 4.516e-04 1.247e-03 1.354e-03 5.200e-03 5.121e-01 4.729e-01 5.249e-09 1.696e-09 6.300e-04 1.779e-03 2.436e-04 8.368e-04 1.454e-03 9.871e-10 5.393e-04 8.115e-10 6.927e-10 9.901e-10 6.984e-05 1.373e-10 2.281e-10 8.998e-11 1.252e-10 1.067e-10 1.586e-10 8.512e-11 7.330e-11 1.341e-10 7.406e-11 7.266e-05 8.543e-11 7.288e-05 7.181e-11 6.904e-11 7.376e-11 6.868e-11 7.024e-11 7.249e-11 6.802e-11 6.827e-11 6.941e-11 6.822e-11 6.804e-11 1.052e-10 6.827e-11 6.799e-11 6.799e-11 6.803e-11 6.799e-11 6.806e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.802e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 6.799e-11 2.972e-10 +97 EP 26 7.089e-11 7.089e-11 7.090e-11 7.095e-11 7.102e-11 7.548e-11 7.369e-11 2.216e-10 1.495e-10 2.190e-10 1.449e-10 1.174e-10 1.820e-10 8.227e-04 8.067e-04 1.948e-10 7.443e-10 1.978e-09 6.411e-02 5.062e-01 4.146e-01 5.244e-03 3.409e-09 1.817e-03 2.183e-03 1.008e-03 1.442e-03 5.708e-10 3.459e-04 9.452e-10 4.435e-04 7.070e-10 2.270e-10 6.690e-04 5.418e-10 6.398e-05 3.097e-10 1.020e-04 8.357e-11 1.024e-10 9.622e-11 7.974e-11 8.714e-11 7.550e-11 7.335e-11 8.003e-11 7.505e-11 7.941e-11 7.551e-11 7.302e-11 8.978e-11 8.024e-11 7.159e-11 7.113e-11 7.358e-11 7.099e-11 7.116e-11 7.502e-11 7.094e-11 7.219e-11 7.194e-11 7.158e-11 7.099e-11 7.475e-11 7.124e-11 7.090e-11 7.090e-11 7.090e-11 7.090e-11 7.095e-11 7.090e-11 7.090e-11 7.090e-11 7.090e-11 7.094e-11 7.089e-11 7.089e-11 7.090e-11 7.090e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 7.089e-11 1.799e-04 +97 EP 27 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.007e-10 1.022e-10 1.099e-10 6.165e-10 9.240e-10 1.716e-10 2.167e-10 1.850e-10 2.727e-10 9.014e-04 1.174e-09 3.404e-10 4.354e-10 9.278e-04 3.125e-04 2.137e-09 1.679e-01 8.107e-01 1.723e-08 1.209e-02 1.158e-08 9.407e-10 9.220e-04 2.500e-03 1.577e-03 5.556e-05 1.017e-03 7.572e-10 3.291e-06 7.081e-10 2.582e-10 3.812e-10 2.246e-04 1.751e-10 1.863e-10 1.273e-04 1.370e-04 1.153e-10 1.586e-10 1.268e-10 1.163e-10 1.088e-10 1.097e-10 1.168e-10 1.090e-10 1.205e-10 1.235e-10 1.066e-10 1.037e-10 1.012e-10 1.024e-10 1.011e-10 1.058e-10 1.055e-10 1.007e-10 1.023e-10 1.220e-10 1.031e-10 1.007e-10 1.089e-10 1.082e-10 1.007e-10 1.006e-10 1.007e-10 1.006e-10 1.009e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.007e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 1.006e-10 6.469e-04 +97 EP 28 5.757e-11 5.757e-11 5.757e-11 5.790e-11 5.801e-11 5.767e-11 5.872e-11 1.233e-10 8.508e-11 7.722e-11 8.230e-11 7.281e-11 2.518e-10 8.379e-11 1.187e-10 8.278e-11 2.213e-10 4.430e-10 2.529e-04 6.204e-05 5.061e-10 3.362e-04 3.391e-06 2.993e-10 2.079e-03 2.250e-04 8.273e-10 8.834e-10 1.381e-05 1.601e-01 2.616e-01 2.488e-01 2.071e-01 3.696e-02 2.937e-02 2.415e-02 1.672e-02 7.219e-03 2.910e-03 3.683e-04 2.069e-07 1.509e-09 1.078e-09 2.748e-10 1.344e-04 2.282e-10 1.502e-09 3.099e-10 1.029e-10 1.777e-10 8.249e-11 3.207e-10 7.939e-11 7.954e-11 1.460e-10 1.929e-10 6.560e-11 7.427e-11 6.192e-11 8.817e-11 1.452e-10 5.871e-11 5.929e-11 6.257e-05 7.286e-11 5.763e-11 5.764e-11 6.194e-11 5.782e-11 6.460e-11 5.757e-11 5.760e-11 5.772e-11 5.758e-11 5.796e-11 5.757e-11 5.757e-11 5.759e-11 5.796e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 5.757e-11 1.554e-03 +97 EP 29 3.369e-11 3.370e-11 3.371e-11 3.452e-11 3.540e-11 6.272e-11 5.172e-11 1.101e-10 1.667e-10 4.305e-01 4.838e-01 6.827e-02 3.127e-10 4.293e-03 2.454e-03 3.839e-03 2.139e-03 1.306e-03 9.943e-04 1.120e-03 6.523e-04 8.495e-05 1.832e-04 1.338e-04 8.869e-05 1.670e-10 1.400e-10 2.782e-10 6.719e-11 6.218e-11 6.097e-11 1.574e-10 4.935e-11 9.302e-11 3.861e-11 4.383e-05 6.745e-11 3.656e-11 3.805e-11 3.971e-11 3.564e-11 6.450e-11 3.999e-11 3.736e-11 3.559e-11 3.464e-11 3.382e-11 3.410e-11 3.862e-11 3.377e-11 3.432e-11 3.437e-11 3.389e-11 3.372e-11 3.381e-11 3.371e-11 3.372e-11 5.668e-11 3.370e-11 3.385e-11 3.387e-11 4.038e-11 3.370e-11 3.378e-11 3.371e-11 3.370e-11 3.370e-11 3.370e-11 3.370e-11 3.371e-11 3.370e-11 3.370e-11 3.370e-11 3.370e-11 3.370e-11 3.369e-11 3.369e-11 3.370e-11 3.370e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 3.369e-11 1.080e-04 +97 EP 30 9.363e-11 9.363e-11 9.363e-11 9.431e-11 9.424e-11 9.460e-11 1.144e-10 3.061e-10 1.764e-10 1.319e-10 1.728e-10 1.734e-10 2.366e-10 1.022e-09 1.128e-09 4.674e-10 3.812e-02 2.469e-01 3.269e-01 1.874e-01 9.688e-02 2.856e-02 1.848e-02 1.401e-02 9.988e-03 8.554e-03 7.072e-03 2.996e-03 2.950e-03 1.294e-03 2.048e-03 1.358e-03 1.833e-03 6.577e-04 4.863e-04 1.014e-03 6.184e-04 5.034e-05 3.220e-04 1.208e-10 7.729e-10 1.354e-10 2.336e-10 1.383e-10 1.322e-10 1.062e-10 1.101e-10 1.247e-10 1.814e-10 1.010e-10 1.001e-10 8.842e-05 1.044e-10 9.549e-11 1.391e-10 9.386e-11 9.419e-11 1.944e-10 9.412e-11 9.383e-11 9.435e-11 9.565e-11 9.371e-11 1.027e-10 9.381e-11 9.364e-11 9.364e-11 9.365e-11 9.366e-11 9.429e-11 9.363e-11 9.363e-11 9.365e-11 9.363e-11 9.370e-11 9.363e-11 9.363e-11 9.363e-11 9.365e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 9.363e-11 1.431e-03 +97 EP 31 9.900e-11 9.900e-11 9.902e-11 9.950e-11 9.934e-11 1.012e-10 1.521e-10 1.977e-10 1.580e-10 2.064e-10 2.810e-10 5.973e-10 2.932e-02 2.365e-01 3.142e-01 1.998e-01 1.233e-01 3.139e-02 1.429e-03 1.542e-02 8.155e-03 1.039e-02 6.083e-03 4.419e-03 3.423e-03 2.407e-03 3.072e-03 1.682e-03 2.496e-03 2.045e-03 1.224e-03 6.193e-04 3.362e-04 3.669e-04 4.011e-04 1.535e-04 2.173e-10 1.233e-10 3.178e-10 1.115e-10 1.198e-10 2.505e-10 7.981e-05 1.067e-10 1.171e-10 1.129e-10 1.000e-10 1.062e-10 9.262e-05 9.933e-11 1.020e-10 1.009e-10 1.042e-10 9.904e-11 1.081e-10 9.905e-11 9.905e-11 9.843e-05 9.926e-11 9.929e-11 9.905e-11 9.908e-11 9.901e-11 9.945e-11 9.904e-11 9.901e-11 9.900e-11 9.901e-11 9.902e-11 9.904e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.902e-11 9.900e-11 9.900e-11 9.900e-11 9.901e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 9.900e-11 1.052e-03 +97 EP 32 4.369e-11 4.369e-11 4.372e-11 4.650e-11 5.158e-11 1.291e-10 9.337e-11 9.142e-02 7.561e-01 1.425e-01 3.564e-10 1.990e-03 1.181e-03 3.219e-03 1.582e-03 6.116e-04 3.781e-04 4.261e-05 2.405e-10 1.532e-05 3.914e-06 4.190e-04 2.645e-04 9.662e-11 7.402e-11 1.085e-04 1.250e-10 7.206e-05 7.467e-11 5.343e-11 7.699e-11 1.020e-10 7.625e-11 2.519e-10 4.791e-11 7.938e-11 1.805e-05 4.657e-11 4.633e-11 4.896e-11 4.601e-11 3.583e-05 5.399e-11 4.804e-11 4.444e-11 4.623e-11 4.377e-11 4.387e-11 4.546e-11 4.374e-11 4.388e-11 4.383e-11 4.398e-11 4.370e-11 4.374e-11 4.370e-11 4.371e-11 4.695e-11 4.369e-11 4.378e-11 4.380e-11 4.882e-11 4.369e-11 4.377e-11 4.370e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.370e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 4.369e-11 8.633e-11 +97 EP 33 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.094e-11 4.093e-11 4.387e-11 4.330e-11 4.370e-11 4.900e-11 5.368e-10 4.484e-11 7.612e-11 7.882e-11 7.026e-11 5.401e-11 6.615e-11 1.062e-10 3.309e-10 4.925e-06 5.739e-05 1.190e-10 6.120e-10 1.151e-04 3.823e-05 1.591e-10 2.104e-04 9.152e-05 3.417e-04 8.267e-04 4.062e-04 1.433e-03 9.316e-10 4.507e-09 5.168e-01 4.792e-01 5.209e-07 7.725e-10 1.371e-09 6.008e-09 2.454e-10 1.745e-10 1.245e-09 1.890e-04 1.279e-10 3.319e-10 2.179e-04 1.363e-10 6.114e-11 1.283e-10 7.084e-11 8.037e-11 2.971e-05 2.223e-05 7.032e-11 1.747e-10 7.357e-11 4.147e-05 5.287e-11 4.489e-11 4.922e-11 4.354e-11 4.401e-11 7.224e-11 4.850e-11 4.094e-11 4.096e-11 4.829e-11 4.094e-11 4.289e-11 4.093e-11 4.094e-11 4.142e-11 4.093e-11 6.556e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 4.093e-11 1.873e-10 +97 EP 34 3.938e-11 3.938e-11 3.939e-11 3.954e-11 4.047e-11 5.189e-11 5.561e-11 1.080e-10 1.036e-10 1.040e-10 1.011e-02 4.462e-01 4.739e-01 4.764e-02 8.706e-10 5.172e-03 5.316e-03 4.002e-03 9.532e-04 1.863e-03 1.681e-03 5.677e-04 1.049e-03 4.123e-04 3.079e-05 1.341e-04 1.410e-04 1.035e-04 1.574e-04 1.500e-04 1.188e-10 6.621e-05 7.303e-05 8.409e-07 5.140e-11 1.185e-10 8.164e-11 4.638e-11 5.963e-11 4.947e-11 4.505e-11 1.301e-09 5.743e-11 4.221e-11 4.096e-11 4.063e-11 3.958e-11 4.035e-11 5.891e-11 3.958e-11 4.011e-11 3.999e-11 3.960e-11 3.943e-11 3.990e-11 3.942e-11 3.943e-11 4.544e-11 3.939e-11 3.975e-11 3.986e-11 4.165e-11 3.938e-11 3.952e-11 3.941e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.941e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.939e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 3.938e-11 2.731e-04 +97 EP 35 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.478e-11 7.518e-11 7.737e-11 1.129e-10 1.394e-04 1.865e-10 1.210e-10 1.591e-10 1.779e-10 2.758e-10 3.540e-09 3.861e-10 2.348e-10 4.188e-04 4.488e-10 9.732e-04 5.580e-04 1.502e-03 7.330e-10 3.484e-10 3.306e-03 7.681e-10 2.565e-02 9.638e-01 4.430e-09 3.815e-05 4.024e-05 3.640e-09 6.787e-10 1.631e-03 8.519e-10 5.746e-10 8.045e-04 8.507e-04 9.066e-08 2.085e-04 2.652e-10 3.117e-10 2.095e-10 1.469e-10 1.150e-10 1.858e-10 9.948e-11 6.944e-10 8.775e-11 9.512e-11 2.912e-10 1.003e-10 8.577e-11 8.322e-05 2.173e-05 8.576e-11 7.786e-11 8.699e-11 7.563e-11 8.439e-11 1.160e-10 7.891e-11 7.518e-11 9.190e-11 7.707e-11 7.479e-11 7.477e-11 7.490e-11 7.482e-11 8.032e-11 7.473e-11 7.475e-11 7.483e-11 7.472e-11 7.605e-11 7.472e-11 7.472e-11 7.475e-11 7.474e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 7.472e-11 3.849e-10 +97 EP 36 8.154e-11 8.154e-11 8.154e-11 8.155e-11 8.158e-11 8.224e-11 8.339e-11 1.804e-10 9.785e-10 1.443e-10 1.363e-10 1.380e-10 2.405e-10 6.665e-10 8.615e-10 4.106e-04 4.425e-10 4.876e-04 7.015e-10 3.205e-04 2.025e-04 1.912e-09 1.045e-04 1.258e-09 1.681e-09 1.954e-01 7.969e-01 7.111e-04 2.825e-09 3.344e-03 1.229e-08 9.960e-04 2.429e-04 7.119e-10 2.819e-04 3.841e-04 3.383e-09 2.147e-10 2.715e-09 2.486e-10 1.617e-09 2.941e-10 1.507e-10 1.218e-10 2.730e-10 1.279e-10 9.022e-11 1.068e-10 9.040e-11 9.760e-11 1.818e-04 1.784e-10 8.938e-11 1.266e-10 1.118e-10 8.557e-11 8.247e-11 8.774e-11 8.183e-11 8.782e-11 9.804e-11 8.365e-11 8.170e-11 1.022e-10 8.285e-11 8.159e-11 8.156e-11 8.160e-11 8.158e-11 8.263e-11 8.155e-11 8.155e-11 8.157e-11 8.155e-11 8.215e-11 8.154e-11 8.154e-11 8.156e-11 8.155e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 8.154e-11 4.447e-10 +97 EP 37 7.198e-11 7.198e-11 7.198e-11 7.231e-11 7.243e-11 7.297e-11 7.722e-11 3.184e-10 1.632e-10 9.896e-11 1.079e-10 1.098e-10 1.576e-10 4.304e-10 3.257e-10 3.540e-10 4.835e-10 1.280e-09 5.136e-10 5.267e-09 7.687e-02 1.888e-01 2.012e-01 1.987e-01 1.431e-01 8.333e-02 3.775e-02 1.796e-02 1.388e-02 1.086e-02 7.592e-03 4.771e-03 3.176e-03 3.595e-03 1.989e-03 2.623e-03 1.141e-03 1.520e-04 1.535e-10 1.323e-09 7.289e-10 1.366e-10 5.359e-05 9.815e-11 9.784e-11 1.014e-10 1.340e-10 2.038e-10 1.642e-10 9.175e-10 1.378e-10 2.426e-10 7.880e-11 7.282e-11 9.361e-11 7.231e-11 8.953e-11 1.648e-10 7.350e-11 7.229e-11 7.224e-11 7.208e-11 7.201e-11 1.199e-10 7.218e-11 7.199e-11 7.198e-11 7.200e-11 7.206e-11 7.202e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.208e-11 7.198e-11 7.198e-11 7.198e-11 7.204e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 7.198e-11 2.421e-03 +97 EP 38 7.481e-11 7.481e-11 7.481e-11 7.482e-11 7.485e-11 7.491e-11 7.565e-11 9.049e-11 1.488e-10 1.523e-10 1.565e-10 6.391e-05 1.013e-05 1.692e-10 1.305e-04 1.040e-10 2.093e-10 2.293e-10 4.352e-10 1.631e-10 6.343e-04 1.763e-09 1.010e-09 5.494e-10 2.173e-05 1.073e-04 5.802e-03 6.845e-09 1.066e-09 4.782e-09 9.906e-01 1.468e-07 1.455e-09 7.554e-10 2.460e-03 2.097e-04 1.049e-09 2.112e-09 5.783e-10 6.222e-09 1.104e-09 3.351e-10 2.786e-10 1.548e-10 2.592e-10 1.341e-10 1.109e-10 1.143e-10 8.471e-11 9.138e-11 9.177e-11 9.293e-10 8.310e-11 9.469e-11 9.160e-11 4.939e-10 9.006e-11 8.521e-11 7.589e-11 8.494e-11 9.546e-11 7.875e-11 7.549e-11 8.796e-11 7.809e-11 7.488e-11 7.485e-11 7.509e-11 7.491e-11 1.140e-10 7.483e-11 7.483e-11 7.488e-11 7.481e-11 7.674e-11 7.481e-11 7.481e-11 7.483e-11 7.482e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 7.481e-11 5.804e-10 +97 EP 39 5.232e-11 5.232e-11 5.232e-11 5.234e-11 5.250e-11 5.685e-11 1.315e-10 2.126e-10 1.414e-10 9.930e-11 1.483e-10 1.272e-10 1.768e-10 6.460e-10 3.823e-02 4.300e-01 4.670e-01 5.023e-02 9.430e-10 4.844e-03 2.368e-03 1.359e-03 1.459e-03 8.828e-04 7.785e-04 9.920e-04 2.225e-04 5.101e-04 3.270e-04 9.101e-05 4.828e-10 1.296e-04 1.513e-04 1.486e-10 1.020e-10 1.597e-10 7.508e-11 8.329e-11 9.163e-11 9.118e-11 6.227e-11 1.699e-10 5.490e-05 6.404e-11 5.748e-11 5.560e-11 5.308e-11 5.493e-11 5.373e-11 5.379e-11 5.435e-11 5.510e-11 5.386e-11 5.247e-11 5.329e-11 5.245e-11 5.247e-11 5.432e-11 5.236e-11 5.639e-11 5.475e-11 5.635e-11 5.233e-11 5.289e-11 5.253e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.240e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.234e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 5.232e-11 3.269e-04 +97 EP 40 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.250e-10 1.324e-10 1.301e-10 3.052e-10 5.444e-10 2.620e-10 3.003e-10 2.791e-10 3.481e-10 1.716e-03 1.434e-03 4.891e-10 4.371e-10 6.354e-10 1.358e-02 2.694e-01 3.441e-01 1.958e-01 8.348e-02 4.684e-02 1.162e-02 1.129e-08 1.043e-02 6.039e-03 5.434e-03 2.529e-03 3.325e-09 1.662e-03 1.261e-09 5.098e-04 3.159e-10 2.110e-03 4.169e-10 9.868e-04 3.051e-10 1.714e-08 1.196e-09 1.740e-10 3.329e-10 1.643e-04 1.556e-10 1.818e-10 1.268e-10 1.422e-10 1.252e-10 1.281e-10 1.421e-10 1.289e-10 1.292e-10 1.251e-10 1.280e-10 1.249e-10 1.249e-10 1.251e-10 1.248e-10 1.198e-04 1.820e-10 1.477e-10 1.246e-10 1.265e-10 1.284e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.250e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 1.246e-10 2.037e-03 +97 TP 1 8.216e-01 1.067e-10 1.076e-10 1.145e-10 2.362e-04 1.063e-10 1.742e-10 1.144e-10 1.062e-10 1.078e-10 2.447e-10 1.142e-10 7.817e-10 1.198e-04 1.145e-04 1.125e-10 1.069e-10 9.384e-03 1.062e-10 1.128e-10 2.329e-10 1.650e-01 2.672e-10 1.291e-04 1.078e-10 1.235e-10 1.301e-10 1.063e-10 1.526e-03 1.331e-10 1.999e-10 1.588e-03 1.172e-04 1.994e-04 1.066e-10 1.101e-10 3.881e-10 1.062e-10 1.633e-10 1.916e-10 +97 TP 2 4.963e-11 3.339e-01 2.571e-02 2.015e-03 3.510e-10 1.498e-02 6.079e-10 3.197e-02 6.694e-10 7.775e-03 4.795e-02 5.108e-03 1.172e-02 1.991e-02 4.316e-10 5.204e-03 2.008e-01 3.204e-04 7.468e-02 2.436e-03 9.914e-03 5.751e-05 1.549e-02 5.930e-04 3.898e-03 7.015e-04 1.042e-03 4.876e-02 1.592e-03 5.016e-03 2.831e-03 4.744e-04 1.647e-02 1.793e-03 2.286e-03 1.531e-09 8.137e-03 9.498e-02 1.528e-03 1.057e-09 +97 TP 3 6.462e-11 3.629e-02 3.583e-01 5.692e-03 3.457e-10 4.008e-03 2.287e-09 9.706e-02 4.155e-05 2.138e-01 4.769e-05 8.689e-02 2.276e-08 8.549e-08 3.450e-10 4.816e-03 7.403e-10 5.455e-04 5.951e-10 7.304e-10 4.399e-06 4.101e-05 5.602e-03 1.307e-03 1.151e-02 3.368e-03 7.790e-04 2.963e-09 3.316e-03 1.176e-02 6.846e-03 1.804e-03 1.226e-09 2.136e-03 2.620e-02 5.294e-08 2.349e-02 9.187e-02 2.452e-03 5.491e-10 +97 TP 4 7.329e-11 9.546e-03 1.106e-02 3.961e-01 1.672e-09 8.353e-03 1.259e-01 3.989e-03 1.366e-03 2.886e-02 1.430e-02 1.902e-02 7.593e-03 1.025e-02 7.846e-10 2.118e-03 1.121e-02 8.196e-04 1.204e-02 3.319e-03 2.938e-03 1.346e-10 4.194e-03 8.918e-02 5.043e-02 2.620e-03 1.762e-08 7.177e-03 3.407e-03 1.485e-02 1.027e-02 2.309e-03 4.776e-03 2.922e-03 2.347e-02 1.689e-02 8.961e-02 5.739e-03 3.387e-03 1.142e-09 +97 TP 5 1.393e-10 3.831e-03 4.334e-03 1.345e-02 5.111e-01 1.825e-03 9.366e-03 2.828e-03 8.857e-04 1.084e-02 4.549e-03 5.790e-03 1.538e-03 2.433e-03 4.568e-02 4.405e-04 3.812e-03 1.046e-02 4.772e-03 7.780e-04 1.678e-03 1.478e-03 2.239e-03 9.503e-03 6.730e-03 1.567e-02 1.250e-02 2.324e-03 4.009e-02 5.453e-03 4.952e-08 2.157e-02 3.032e-03 8.093e-02 5.952e-03 8.017e-03 5.548e-03 3.287e-03 1.135e-01 2.181e-02 +97 TP 6 1.277e-11 3.179e-03 9.157e-07 5.357e-04 6.470e-11 4.102e-01 9.912e-11 5.203e-03 1.679e-04 5.505e-04 4.828e-10 4.951e-04 8.244e-02 1.367e-02 1.078e-10 6.307e-03 6.535e-03 2.610e-05 1.282e-03 4.003e-02 1.568e-01 1.410e-11 2.388e-01 1.839e-04 1.132e-03 3.317e-04 6.252e-05 1.047e-02 1.686e-04 6.990e-04 3.388e-04 1.793e-04 1.621e-02 3.268e-04 2.396e-04 1.600e-05 2.601e-03 3.996e-04 3.222e-04 4.325e-11 +97 TP 7 1.040e-10 3.070e-02 5.521e-02 1.439e-09 6.226e-10 2.450e-02 1.335e-01 3.685e-02 4.246e-03 7.430e-02 5.623e-02 8.020e-02 1.349e-02 3.157e-02 2.700e-09 9.959e-03 4.057e-02 4.887e-04 4.355e-02 9.533e-03 9.020e-03 2.126e-10 1.754e-02 2.093e-08 5.575e-09 5.583e-09 1.021e-09 1.889e-02 8.721e-08 2.288e-09 1.061e-09 7.378e-07 1.150e-02 1.285e-03 9.828e-02 1.592e-01 3.101e-09 3.883e-02 5.227e-04 1.467e-09 +97 TP 8 6.333e-11 1.106e-09 8.064e-10 5.028e-02 3.100e-08 6.571e-10 9.066e-10 1.697e-01 1.111e-03 1.277e-09 1.091e-09 6.726e-03 1.804e-09 1.213e-04 4.741e-04 7.695e-10 6.783e-10 1.647e-03 7.159e-10 3.684e-09 3.904e-10 1.972e-04 2.136e-09 2.275e-02 1.713e-01 1.800e-02 5.236e-03 1.690e-03 9.672e-03 5.191e-02 3.101e-02 3.321e-03 4.869e-10 1.344e-02 7.713e-02 1.937e-01 1.546e-01 9.877e-10 1.101e-02 4.934e-03 +97 TP 9 5.270e-04 8.039e-04 9.376e-10 2.417e-03 4.472e-10 1.761e-03 2.957e-09 1.689e-02 7.317e-01 3.205e-04 1.204e-09 1.941e-04 1.424e-02 5.465e-02 8.393e-10 5.531e-02 1.402e-03 3.909e-04 1.198e-09 3.983e-02 2.641e-03 4.947e-10 8.875e-04 7.820e-10 3.657e-03 1.936e-03 1.597e-09 2.747e-02 2.981e-04 1.343e-02 4.980e-03 1.717e-03 1.528e-09 2.796e-03 2.090e-09 1.237e-09 1.760e-02 7.468e-04 1.004e-03 4.188e-04 +97 TP 10 7.683e-11 6.082e-02 3.245e-09 6.479e-03 5.798e-10 6.322e-02 3.382e-03 7.928e-03 7.405e-03 7.416e-02 1.345e-01 1.156e-02 4.575e-02 7.429e-02 5.274e-10 1.804e-02 9.903e-02 2.191e-10 1.292e-01 3.753e-02 3.243e-02 2.639e-05 4.410e-02 3.191e-03 7.579e-03 7.238e-08 2.860e-09 7.722e-02 7.748e-04 1.598e-03 1.457e-09 5.818e-04 4.142e-02 5.140e-10 1.189e-02 3.154e-08 1.670e-04 3.636e-03 1.815e-03 2.160e-04 +97 TP 11 3.714e-11 5.259e-03 9.287e-10 1.361e-09 1.747e-10 1.916e-01 2.226e-10 5.491e-03 4.047e-03 2.332e-05 1.831e-01 1.407e-03 8.758e-02 1.248e-01 5.940e-10 2.930e-02 7.910e-03 7.825e-11 1.204e-09 7.488e-02 1.439e-01 3.795e-11 1.116e-01 3.849e-04 3.798e-03 1.254e-03 6.730e-04 1.697e-02 7.689e-04 2.383e-04 1.066e-03 2.570e-10 8.140e-09 5.816e-04 1.022e-09 3.310e-04 4.837e-05 1.704e-03 1.135e-03 1.124e-10 +97 TP 12 6.576e-11 2.187e-02 9.483e-02 1.197e-03 7.167e-04 1.560e-02 2.787e-09 9.165e-02 1.907e-03 1.508e-01 3.321e-02 3.214e-01 1.146e-02 1.491e-02 4.932e-10 5.783e-03 1.706e-02 3.145e-04 1.716e-02 6.797e-03 2.924e-03 1.936e-10 9.542e-03 1.244e-03 2.973e-04 3.373e-03 1.068e-03 2.072e-02 9.634e-04 3.911e-03 1.800e-03 3.995e-04 8.987e-03 1.401e-03 9.452e-02 2.659e-09 1.100e-02 2.910e-02 2.066e-03 6.999e-10 +97 TP 13 9.055e-12 1.166e-03 2.744e-04 2.925e-04 1.986e-10 5.169e-02 4.143e-11 2.442e-03 5.596e-04 9.889e-11 1.601e-10 5.185e-04 5.461e-01 3.372e-02 1.362e-10 1.233e-01 1.859e-03 1.128e-05 1.148e-10 1.164e-02 1.099e-02 9.124e-12 2.057e-01 3.793e-05 5.535e-04 2.599e-04 3.483e-05 4.548e-03 1.523e-04 5.584e-04 1.279e-04 2.066e-05 2.026e-03 1.511e-04 1.193e-04 3.655e-05 4.543e-04 6.211e-04 2.522e-05 3.885e-11 +97 TP 14 2.610e-11 9.760e-03 5.135e-03 2.503e-03 1.604e-10 1.676e-09 3.692e-10 1.295e-02 5.700e-03 3.786e-03 1.921e-09 7.230e-03 3.153e-03 5.037e-01 5.792e-10 1.403e-01 2.434e-02 1.801e-04 1.073e-07 1.099e-01 5.914e-02 2.821e-11 2.201e-09 1.081e-03 5.174e-03 2.388e-03 1.496e-03 3.901e-02 1.001e-03 3.597e-03 2.301e-03 4.221e-04 4.042e-02 4.650e-04 4.134e-03 1.651e-03 7.230e-03 6.504e-04 1.136e-03 9.615e-10 +97 TP 15 6.415e-11 5.101e-03 5.630e-03 1.610e-02 2.439e-09 5.428e-03 1.750e-02 1.880e-03 7.466e-04 1.477e-02 1.027e-02 1.185e-02 2.784e-03 4.656e-03 4.851e-01 1.909e-03 5.872e-03 3.502e-03 7.560e-03 1.285e-03 9.782e-04 2.313e-04 2.863e-03 1.479e-02 1.232e-02 5.475e-02 1.031e-02 3.450e-03 1.726e-02 1.142e-08 5.371e-02 7.864e-03 2.990e-03 1.925e-02 1.010e-02 1.088e-02 1.458e-02 5.604e-03 4.716e-02 1.090e-01 +97 TP 16 1.693e-11 1.170e-03 4.636e-10 1.944e-04 8.251e-11 1.177e-02 6.254e-11 2.292e-03 1.014e-03 1.070e-10 2.152e-10 1.153e-03 2.534e-01 7.479e-02 1.114e-04 5.863e-01 2.205e-03 4.476e-05 1.611e-10 1.185e-02 6.278e-03 1.693e-11 3.489e-02 8.966e-05 1.095e-03 2.567e-04 3.332e-10 7.204e-03 1.193e-05 2.819e-04 4.146e-04 3.950e-05 5.172e-04 2.744e-04 5.339e-04 1.848e-04 1.464e-03 6.710e-05 1.231e-04 3.812e-11 +97 TP 17 3.652e-11 1.499e-01 6.641e-05 4.286e-04 1.638e-10 2.158e-02 7.072e-10 1.693e-02 6.241e-04 7.704e-09 7.290e-02 1.302e-03 1.542e-02 3.068e-02 4.051e-04 9.163e-03 3.252e-01 2.850e-10 1.856e-01 9.223e-08 1.401e-02 5.029e-11 2.251e-02 4.702e-09 4.269e-03 9.869e-04 5.585e-04 6.910e-02 1.346e-03 2.926e-03 1.576e-03 1.299e-04 2.687e-02 1.263e-03 1.179e-03 6.380e-04 8.972e-03 1.264e-02 7.910e-04 1.888e-10 +97 TP 18 3.112e-03 1.963e-04 4.614e-04 1.333e-03 1.345e-02 3.338e-04 2.687e-03 4.422e-05 1.037e-04 5.282e-04 4.033e-04 1.071e-03 9.254e-05 1.140e-04 5.245e-03 8.214e-11 5.196e-04 5.862e-01 3.835e-04 2.596e-04 5.685e-08 1.295e-01 3.978e-05 1.381e-03 2.761e-04 2.186e-03 1.255e-03 1.652e-05 6.755e-02 2.275e-10 2.390e-09 1.398e-01 4.169e-04 2.684e-02 8.290e-04 4.734e-04 6.569e-04 8.067e-04 9.018e-03 2.417e-03 +97 TP 19 3.353e-11 2.748e-02 3.554e-03 2.549e-03 1.701e-10 3.154e-02 1.700e-10 1.786e-02 6.802e-04 5.355e-10 1.882e-01 5.692e-03 1.857e-02 3.512e-02 2.590e-10 9.170e-03 1.148e-01 1.538e-04 3.568e-01 3.781e-04 3.853e-06 3.504e-11 2.641e-02 3.344e-04 2.500e-03 1.457e-03 2.263e-10 5.202e-02 1.111e-03 3.938e-03 2.055e-03 5.860e-04 7.878e-02 1.464e-03 2.793e-03 1.229e-09 7.358e-03 5.747e-03 8.896e-04 4.900e-10 +97 TP 20 4.797e-11 7.825e-02 1.627e-02 4.765e-03 2.883e-10 1.208e-09 6.573e-04 4.101e-02 1.987e-10 3.026e-03 1.017e-09 1.801e-02 1.511e-09 2.716e-06 3.205e-10 5.824e-10 1.912e-01 1.680e-04 2.625e-01 1.149e-01 2.030e-09 5.003e-11 1.231e-09 2.956e-03 1.137e-02 2.011e-03 1.182e-03 1.344e-01 1.173e-03 7.852e-03 5.005e-03 7.114e-04 3.842e-02 1.882e-03 7.877e-03 4.668e-03 2.088e-02 2.601e-02 2.780e-03 2.784e-10 +97 TP 21 2.204e-11 1.572e-03 8.541e-04 3.753e-04 8.678e-11 2.203e-01 1.860e-10 8.519e-03 2.501e-04 1.104e-09 2.004e-02 1.434e-03 2.575e-02 2.981e-02 2.977e-10 3.526e-03 6.708e-03 8.959e-05 2.039e-09 6.181e-02 4.149e-01 2.269e-11 6.236e-02 3.661e-08 3.301e-04 1.296e-04 1.147e-10 1.018e-02 5.608e-04 1.688e-03 5.276e-04 2.187e-04 1.233e-01 5.830e-04 3.788e-04 8.880e-10 3.561e-03 3.659e-09 2.056e-04 1.049e-10 +97 TP 22 6.450e-02 1.850e-04 8.122e-11 2.225e-04 3.103e-03 5.152e-11 3.384e-04 1.282e-04 4.870e-11 1.529e-04 3.775e-05 9.849e-11 5.063e-11 6.281e-11 1.890e-03 4.885e-11 3.313e-05 1.831e-01 5.774e-11 5.664e-11 1.291e-10 6.759e-01 5.090e-11 3.674e-05 1.313e-10 3.572e-04 2.657e-04 4.842e-05 1.905e-02 3.088e-10 1.879e-10 3.859e-02 1.298e-10 8.837e-03 1.309e-04 1.114e-04 5.096e-05 9.330e-05 1.932e-03 8.457e-04 +97 TP 23 1.048e-11 1.437e-03 7.313e-04 4.675e-04 5.804e-11 2.135e-01 3.822e-11 3.045e-03 1.437e-04 6.789e-06 3.072e-10 2.869e-04 2.315e-01 1.465e-03 6.209e-11 2.409e-02 3.943e-03 1.343e-05 5.937e-05 1.905e-02 4.173e-02 1.089e-11 4.435e-01 1.275e-04 6.217e-04 1.709e-04 1.175e-05 5.830e-03 1.394e-04 8.164e-04 3.229e-04 1.014e-04 3.954e-03 3.432e-04 2.111e-04 1.170e-10 1.448e-03 8.140e-04 1.509e-04 8.446e-11 +97 TP 24 1.052e-10 6.800e-03 9.597e-03 1.839e-01 7.298e-10 8.867e-03 5.330e-02 8.948e-03 4.705e-04 1.586e-02 1.218e-02 1.743e-02 6.751e-03 3.540e-03 7.139e-05 3.433e-03 6.180e-03 1.223e-03 9.877e-03 1.970e-03 1.761e-03 8.617e-05 6.663e-03 3.431e-01 2.347e-02 2.159e-02 8.114e-02 6.529e-03 3.924e-03 3.232e-02 1.490e-02 3.642e-03 5.581e-03 8.507e-03 1.922e-02 1.788e-02 4.723e-02 6.332e-03 5.750e-03 1.479e-09 +97 TP 25 7.903e-11 1.051e-09 2.300e-09 1.129e-01 5.793e-10 2.618e-08 2.326e-01 3.213e-09 4.897e-10 2.018e-06 1.553e-09 8.038e-10 1.689e-03 3.465e-07 1.700e-04 1.624e-09 5.917e-10 1.100e-03 6.601e-10 1.498e-09 1.474e-09 4.986e-04 3.642e-04 2.099e-02 4.419e-01 2.721e-03 7.551e-10 1.203e-03 4.474e-03 1.847e-02 2.026e-02 3.263e-03 4.074e-10 4.448e-03 8.776e-10 2.569e-09 1.279e-01 9.980e-09 4.601e-03 4.072e-04 +97 TP 26 2.080e-10 1.691e-06 8.667e-10 7.602e-10 6.017e-05 2.102e-03 1.522e-09 2.499e-09 2.011e-04 3.785e-03 1.345e-03 5.617e-04 2.345e-03 1.255e-09 1.880e-09 9.644e-04 6.146e-04 2.591e-03 3.082e-06 1.302e-04 1.280e-03 1.590e-04 4.681e-05 1.486e-09 1.891e-03 4.954e-01 3.307e-09 2.251e-04 1.171e-02 1.484e-01 3.637e-02 8.823e-03 6.401e-04 1.484e-02 6.113e-04 1.851e-09 5.441e-09 5.210e-10 9.036e-09 2.649e-01 +97 TP 27 6.907e-10 6.865e-03 6.942e-03 5.927e-02 2.244e-04 5.247e-03 3.001e-02 2.133e-03 2.351e-10 7.139e-03 7.268e-03 1.080e-02 7.128e-03 2.275e-03 2.187e-03 4.196e-04 5.748e-03 2.403e-03 6.888e-03 2.889e-03 2.053e-03 1.815e-05 3.278e-03 1.293e-01 1.760e-02 8.635e-02 4.365e-01 3.142e-03 1.104e-02 5.689e-02 2.639e-02 3.857e-03 1.954e-03 9.571e-03 1.205e-02 1.239e-02 1.014e-02 3.809e-03 7.828e-03 1.553e-09 +97 TP 28 5.758e-11 5.572e-04 1.805e-01 1.716e-02 5.485e-10 1.254e-09 1.099e-02 1.825e-01 1.400e-03 7.505e-10 2.385e-09 1.030e-01 6.012e-09 5.859e-03 7.897e-10 8.790e-04 1.560e-09 8.772e-04 1.046e-09 1.909e-05 1.505e-09 1.655e-07 3.767e-08 7.951e-03 2.728e-02 1.095e-02 4.816e-03 1.333e-01 3.310e-03 2.413e-02 1.767e-02 4.578e-03 8.070e-10 5.332e-03 3.895e-02 1.284e-03 6.272e-02 1.468e-01 5.477e-03 1.814e-03 +97 TP 29 1.620e-04 1.929e-03 2.893e-03 5.635e-03 3.872e-02 1.766e-03 6.559e-03 9.832e-04 1.659e-04 4.473e-03 4.048e-03 3.092e-03 1.095e-03 1.211e-09 1.683e-02 4.798e-04 2.627e-03 6.746e-02 2.798e-03 2.632e-04 2.524e-08 1.360e-02 1.264e-03 4.534e-03 2.439e-03 7.342e-03 3.953e-03 2.193e-10 5.395e-01 2.319e-03 2.794e-09 1.085e-01 1.016e-03 1.073e-01 4.017e-03 3.572e-03 2.581e-03 1.962e-03 2.406e-02 1.011e-02 +97 TP 30 1.081e-10 8.677e-04 8.657e-04 8.918e-10 8.354e-03 9.854e-10 1.033e-03 1.845e-03 7.478e-04 1.154e-04 1.510e-03 9.213e-10 9.714e-10 1.934e-03 3.380e-01 4.057e-04 2.024e-09 1.307e-02 1.284e-03 1.225e-09 4.790e-10 1.887e-03 2.504e-03 2.106e-03 8.988e-10 9.832e-10 5.506e-10 9.386e-04 4.515e-02 1.209e-01 1.805e-01 2.001e-02 1.494e-09 6.363e-02 1.086e-09 1.520e-09 4.936e-09 2.864e-10 1.923e-01 8.195e-10 +97 TP 31 3.089e-04 4.029e-10 4.529e-10 4.089e-10 3.643e-01 5.121e-09 3.830e-10 1.139e-04 5.449e-04 1.230e-09 2.118e-04 2.256e-10 5.584e-10 4.894e-09 5.061e-10 3.104e-04 2.772e-08 3.878e-02 9.622e-04 2.386e-09 6.298e-10 4.690e-03 1.633e-04 6.030e-10 3.049e-10 3.888e-10 3.499e-10 9.654e-04 1.545e-01 7.593e-10 1.056e-01 6.931e-02 1.130e-07 2.587e-01 1.924e-09 3.571e-10 5.375e-04 6.933e-10 1.546e-09 4.318e-10 +97 TP 32 4.738e-04 1.258e-03 7.610e-04 3.602e-03 2.678e-02 5.297e-04 4.464e-03 1.307e-03 9.152e-05 3.931e-03 1.735e-03 2.107e-03 3.105e-04 8.945e-04 1.169e-02 1.682e-04 1.033e-03 1.717e-01 1.241e-03 3.300e-04 3.944e-10 3.563e-02 9.908e-04 2.789e-03 2.473e-03 5.426e-03 2.038e-03 7.229e-04 1.418e-01 1.357e-09 2.076e-09 4.921e-01 9.680e-04 4.781e-02 3.534e-03 2.030e-03 1.677e-03 9.880e-04 1.758e-02 7.071e-03 +97 TP 33 4.093e-11 7.337e-03 4.171e-07 6.545e-04 1.748e-10 3.222e-07 1.817e-10 8.688e-03 2.371e-10 5.092e-04 3.080e-01 1.447e-03 8.339e-10 6.592e-09 2.687e-10 8.658e-10 1.612e-02 1.022e-04 1.201e-01 5.221e-02 4.751e-02 4.460e-11 3.642e-03 3.969e-10 2.412e-04 9.123e-04 2.561e-04 2.214e-02 6.510e-04 4.392e-03 3.191e-03 5.657e-04 3.958e-01 4.163e-04 1.339e-03 2.127e-09 3.480e-03 1.703e-04 1.052e-04 1.198e-10 +97 TP 34 1.626e-04 2.550e-03 2.483e-03 6.453e-03 1.056e-01 1.911e-03 8.911e-03 2.217e-03 3.152e-04 7.094e-03 3.786e-03 4.377e-03 1.030e-03 4.324e-04 2.453e-02 2.787e-04 2.907e-03 3.568e-02 2.428e-03 1.314e-09 3.965e-04 5.054e-03 1.893e-03 5.377e-03 4.436e-03 1.025e-02 7.012e-03 8.890e-04 1.247e-01 1.186e-03 5.565e-10 4.932e-02 1.064e-03 5.142e-01 4.162e-03 3.169e-03 2.987e-03 2.051e-03 3.528e-02 1.349e-02 +97 TP 35 7.484e-11 1.642e-02 4.583e-02 1.146e-02 9.129e-10 1.272e-02 5.180e-10 4.321e-02 9.362e-04 8.928e-02 2.413e-02 1.702e-01 6.940e-03 1.359e-02 6.241e-04 5.557e-03 1.267e-02 5.947e-04 1.280e-02 5.706e-03 3.039e-03 7.686e-05 1.494e-02 3.594e-03 1.985e-02 4.529e-03 1.154e-03 1.771e-02 2.684e-03 9.414e-03 5.962e-03 2.853e-04 7.756e-03 1.714e-03 3.201e-01 7.299e-02 1.971e-02 2.104e-02 8.626e-04 4.313e-10 +97 TP 36 8.878e-11 9.993e-03 2.449e-02 2.139e-02 6.650e-05 7.793e-03 8.336e-10 1.487e-02 7.557e-04 5.190e-02 1.103e-02 6.389e-02 5.822e-03 5.905e-03 8.445e-04 4.781e-03 6.492e-03 1.060e-03 9.328e-03 3.720e-03 2.067e-03 1.236e-10 9.272e-03 7.385e-03 8.134e-02 6.485e-03 1.923e-03 4.908e-03 3.172e-03 8.754e-03 7.152e-03 3.577e-03 5.913e-03 3.002e-03 1.453e-01 3.956e-01 5.308e-02 1.420e-02 2.701e-03 1.131e-09 +97 TP 37 7.041e-05 3.307e-10 5.403e-10 1.046e-08 2.536e-03 7.038e-10 8.492e-10 4.436e-08 1.675e-03 3.698e-09 4.735e-10 7.084e-10 9.128e-05 7.011e-10 1.133e-03 1.037e-03 1.019e-04 4.039e-03 9.485e-10 2.423e-08 4.806e-10 2.662e-04 1.117e-09 8.520e-02 4.078e-09 1.850e-01 1.778e-01 2.235e-03 3.118e-02 2.057e-01 8.174e-02 1.385e-02 4.951e-10 3.442e-02 1.068e-09 9.340e-10 1.223e-01 8.457e-10 4.962e-02 1.058e-09 +97 TP 38 7.481e-11 1.776e-01 1.222e-01 3.432e-03 1.160e-09 6.462e-03 3.416e-04 4.459e-02 6.405e-10 9.248e-02 2.312e-02 1.866e-02 5.667e-03 1.094e-02 4.039e-04 4.817e-03 6.162e-02 5.412e-04 2.780e-02 5.956e-09 8.328e-04 1.692e-09 9.615e-03 9.117e-04 7.844e-03 1.647e-03 1.085e-09 1.188e-02 1.936e-03 6.293e-03 4.726e-03 3.904e-04 8.295e-03 1.623e-03 7.726e-03 6.558e-03 1.841e-02 3.089e-01 1.822e-03 5.957e-10 +97 TP 39 1.329e-10 2.152e-03 4.142e-03 1.373e-02 8.544e-10 3.476e-03 1.527e-02 1.682e-03 5.765e-04 1.483e-02 6.750e-03 7.390e-03 2.851e-03 3.363e-03 1.155e-01 3.391e-04 5.770e-03 4.132e-03 3.619e-03 6.880e-04 9.699e-04 1.342e-04 2.252e-03 1.082e-02 8.237e-03 2.344e-02 1.062e-02 1.627e-03 1.939e-02 1.028e-09 1.033e-01 7.007e-03 2.136e-03 1.780e-02 7.649e-03 4.611e-03 1.081e-02 2.957e-03 5.295e-01 3.052e-02 +97 TP 40 3.664e-10 2.191e-02 2.801e-02 8.558e-02 3.311e-09 1.347e-02 9.729e-02 1.911e-02 4.346e-03 5.471e-02 4.294e-02 3.673e-02 9.387e-03 4.742e-03 6.812e-09 2.473e-03 2.373e-02 1.537e-09 3.044e-02 4.080e-03 1.377e-08 9.490e-10 1.461e-02 8.216e-02 4.565e-02 3.901e-09 1.192e-01 6.367e-03 5.076e-03 1.192e-08 8.396e-04 2.262e-03 5.204e-03 4.378e-09 4.295e-02 3.510e-02 4.530e-02 2.123e-02 2.594e-02 6.919e-02 +98 IP 1 6.866e-03 +98 IP 2 3.436e-09 +98 IP 3 3.436e-09 +98 IP 4 3.436e-09 +98 IP 5 3.436e-09 +98 IP 6 3.804e-09 +98 IP 7 3.436e-09 +98 IP 8 3.436e-09 +98 IP 9 3.436e-09 +98 IP 10 3.436e-09 +98 IP 11 3.436e-09 +98 IP 12 6.945e-08 +98 IP 13 3.436e-09 +98 IP 14 5.035e-02 +98 IP 15 3.436e-09 +98 IP 16 3.436e-03 +98 IP 17 3.436e-09 +98 IP 18 3.436e-09 +98 IP 19 9.083e-01 +98 IP 20 3.436e-09 +98 IP 21 3.437e-09 +98 IP 22 3.440e-09 +98 IP 23 3.430e-03 +98 IP 24 3.436e-09 +98 IP 25 1.942e-02 +98 IP 26 3.436e-09 +98 IP 27 3.439e-09 +98 IP 28 3.437e-09 +98 IP 29 8.229e-03 +98 IP 30 3.436e-09 +98 IP 31 3.436e-09 +98 IP 32 3.436e-09 +98 IP 33 3.437e-09 +98 IP 34 3.436e-09 +98 IP 35 3.436e-09 +98 IP 36 3.436e-09 +98 IP 37 3.503e-09 +98 IP 38 3.437e-09 +98 IP 39 3.436e-09 +98 IP 40 3.436e-09 +98 EP 1 3.915e-11 3.915e-11 3.988e-11 3.939e-11 3.936e-11 4.115e-11 1.299e-10 6.106e-11 1.716e-10 7.666e-11 1.182e-10 9.731e-11 1.570e-09 2.615e-01 3.460e-01 3.257e-01 4.712e-02 2.842e-03 2.362e-10 4.949e-03 1.800e-03 2.354e-03 1.578e-03 1.416e-03 2.341e-04 3.158e-04 9.574e-04 3.735e-04 7.951e-04 4.011e-04 2.621e-05 3.864e-04 2.073e-04 9.029e-11 1.495e-04 6.220e-10 2.945e-10 1.195e-05 4.200e-10 6.416e-11 5.236e-11 4.453e-11 4.248e-11 4.037e-11 4.589e-11 5.769e-11 4.095e-11 3.050e-10 4.120e-11 4.439e-11 4.013e-11 4.112e-11 3.994e-11 5.143e-11 3.988e-11 4.013e-11 3.936e-11 3.934e-11 3.918e-11 3.918e-11 3.928e-11 3.940e-11 3.921e-11 3.931e-11 4.296e-11 3.917e-11 3.917e-11 3.916e-11 3.915e-11 3.922e-11 3.916e-11 3.926e-11 3.915e-11 3.915e-11 3.916e-11 3.915e-11 3.915e-11 3.916e-11 3.969e-11 3.915e-11 4.095e-11 3.915e-11 3.916e-11 3.915e-11 3.915e-11 3.915e-11 3.915e-11 3.915e-11 3.915e-11 3.915e-11 7.868e-04 +98 EP 2 8.357e-11 8.357e-11 8.359e-11 8.358e-11 8.357e-11 8.363e-11 8.379e-11 1.121e-10 9.286e-11 1.304e-10 1.942e-10 1.286e-10 1.006e-10 1.103e-10 1.010e-10 1.267e-10 1.143e-10 2.119e-08 1.629e-10 1.725e-10 2.030e-04 2.023e-04 2.113e-04 1.156e-09 3.682e-04 3.381e-09 1.769e-03 6.755e-04 3.233e-03 1.094e-02 9.810e-02 8.405e-01 4.272e-02 1.024e-09 9.406e-04 1.166e-08 1.376e-09 3.153e-06 8.907e-10 8.981e-10 7.845e-10 3.176e-10 3.964e-10 3.478e-05 2.023e-10 1.659e-10 1.200e-10 1.447e-10 1.065e-10 2.166e-10 1.326e-04 1.062e-10 3.751e-10 1.115e-10 1.679e-10 8.985e-11 9.682e-11 1.017e-10 8.702e-11 8.394e-11 8.378e-11 9.448e-11 8.547e-11 8.439e-11 9.938e-11 1.021e-10 8.427e-11 8.357e-11 8.357e-11 8.981e-11 8.357e-11 8.518e-11 8.357e-11 8.357e-11 8.363e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 8.357e-11 4.701e-10 +98 EP 3 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.150e-11 8.160e-11 8.772e-11 8.251e-11 8.324e-11 1.440e-10 9.223e-11 8.802e-11 1.018e-10 1.334e-10 1.027e-10 9.116e-11 4.736e-10 1.522e-10 1.086e-10 1.667e-10 6.568e-10 2.945e-10 1.016e-04 1.248e-09 3.546e-10 1.385e-04 2.089e-06 1.608e-03 3.920e-03 1.436e-03 1.142e-03 1.090e-01 7.874e-01 9.227e-02 1.520e-09 1.560e-03 1.998e-09 1.299e-09 1.172e-03 1.108e-09 2.758e-10 3.263e-10 3.223e-10 3.022e-10 2.509e-10 2.420e-10 2.302e-10 1.057e-04 1.825e-10 1.277e-10 1.224e-10 1.620e-10 8.748e-05 8.410e-11 9.452e-11 9.539e-11 1.038e-10 8.606e-11 8.357e-11 8.201e-11 8.389e-11 8.253e-11 8.226e-11 2.896e-10 8.170e-11 1.035e-10 8.171e-11 8.146e-11 8.762e-11 8.163e-11 8.353e-11 8.146e-11 8.146e-11 8.158e-11 8.146e-11 8.146e-11 8.155e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 8.146e-11 3.120e-10 +98 EP 4 3.311e-11 3.311e-11 3.311e-11 3.311e-11 3.311e-11 3.311e-11 3.312e-11 3.399e-11 3.469e-11 3.378e-11 7.828e-11 3.889e-11 4.015e-11 3.689e-11 3.731e-11 3.189e-05 3.662e-11 2.330e-08 4.662e-11 2.983e-10 6.068e-05 1.784e-10 1.052e-04 1.368e-10 4.047e-10 1.306e-10 2.095e-10 2.075e-04 2.821e-10 1.052e-03 6.008e-10 2.065e-04 5.980e-03 1.322e-07 4.484e-02 7.088e-01 2.387e-01 8.871e-10 7.026e-10 1.338e-09 6.367e-10 1.673e-10 1.565e-10 1.800e-10 2.095e-10 1.272e-10 1.247e-10 8.341e-11 4.602e-10 7.609e-05 4.695e-11 1.571e-10 1.390e-10 5.889e-11 3.907e-11 3.923e-11 4.573e-11 4.536e-11 5.545e-11 3.760e-11 5.188e-10 4.614e-11 5.927e-11 4.243e-11 1.849e-10 3.445e-11 3.701e-11 3.337e-11 3.311e-11 4.229e-11 3.408e-11 4.019e-11 3.311e-11 3.311e-11 3.358e-11 3.311e-11 3.311e-11 3.342e-11 3.311e-11 3.311e-11 3.311e-11 3.312e-11 3.328e-11 3.311e-11 3.311e-11 3.311e-11 3.311e-11 3.311e-11 3.311e-11 3.311e-11 5.602e-10 +98 EP 5 5.179e-11 5.179e-11 5.181e-11 5.180e-11 5.179e-11 5.185e-11 5.435e-11 1.291e-10 5.764e-11 5.739e-11 1.002e-10 7.457e-11 5.986e-11 8.413e-11 7.234e-11 8.823e-11 1.067e-10 1.075e-04 2.252e-10 1.410e-10 3.788e-05 4.554e-10 4.160e-04 1.492e-09 8.867e-10 5.446e-10 3.375e-03 4.862e-03 9.494e-10 1.499e-08 1.060e-08 1.251e-01 4.398e-01 3.274e-01 8.029e-02 1.558e-02 4.036e-08 3.643e-09 2.502e-09 1.711e-03 8.386e-04 5.438e-10 5.215e-09 9.523e-10 2.177e-10 9.790e-10 1.436e-10 1.150e-04 1.486e-10 2.866e-10 4.806e-10 9.321e-11 5.186e-05 2.869e-04 8.981e-11 7.647e-11 1.029e-10 1.225e-09 6.613e-11 5.960e-11 5.369e-11 1.241e-10 6.037e-11 5.906e-11 4.357e-05 8.588e-11 5.484e-11 5.184e-11 5.179e-11 6.788e-11 5.180e-11 5.532e-11 5.179e-11 5.179e-11 5.226e-11 5.179e-11 5.179e-11 5.184e-11 5.188e-11 5.179e-11 5.199e-11 5.180e-11 5.181e-11 5.179e-11 5.179e-11 5.179e-11 5.179e-11 5.179e-11 5.179e-11 5.179e-11 6.401e-05 +98 EP 6 5.080e-11 5.080e-11 5.120e-11 5.100e-11 5.096e-11 5.355e-11 6.222e-11 9.025e-11 1.468e-10 1.216e-10 2.181e-10 1.038e-10 1.858e-10 1.168e-10 1.946e-10 3.076e-02 3.133e-01 3.555e-01 2.705e-01 1.501e-02 1.213e-03 1.302e-03 3.013e-03 2.738e-03 1.864e-03 1.960e-03 1.230e-03 2.397e-04 2.861e-04 6.247e-10 5.801e-10 1.895e-10 1.641e-10 8.105e-11 8.769e-05 3.160e-05 1.948e-10 9.767e-11 3.237e-10 1.273e-04 5.334e-05 5.435e-11 5.686e-11 5.440e-11 5.639e-11 8.004e-11 5.280e-11 5.106e-05 5.585e-11 5.132e-11 5.153e-11 5.164e-05 5.202e-11 5.105e-11 5.093e-11 7.622e-11 5.096e-11 5.083e-11 5.080e-11 5.080e-11 5.091e-11 5.101e-11 5.080e-11 5.087e-11 6.574e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.084e-11 5.080e-11 5.081e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 5.080e-11 6.229e-04 +98 EP 7 3.735e-11 3.735e-11 3.739e-11 3.737e-11 3.735e-11 3.737e-11 3.751e-11 4.400e-11 4.786e-11 4.208e-11 2.092e-10 4.268e-11 8.591e-05 5.024e-11 4.023e-10 8.479e-10 5.632e-11 5.119e-09 8.750e-11 5.980e-10 1.134e-04 1.915e-04 9.706e-10 6.334e-05 6.841e-06 4.551e-10 5.796e-04 1.943e-04 4.271e-10 1.401e-03 7.555e-04 3.720e-03 1.972e-09 9.343e-09 1.641e-01 3.511e-01 2.875e-01 1.435e-01 4.160e-02 4.561e-03 2.236e-06 3.276e-10 3.997e-10 7.868e-10 4.788e-10 2.582e-10 4.750e-10 6.483e-06 4.500e-04 1.000e-07 1.262e-10 8.681e-11 1.075e-09 1.237e-10 6.711e-11 8.871e-11 6.238e-11 3.611e-10 2.715e-05 4.370e-11 1.200e-10 1.664e-10 5.923e-11 1.061e-10 2.181e-05 7.499e-11 5.658e-11 4.283e-11 3.740e-11 1.575e-10 3.870e-11 3.798e-05 3.740e-11 3.735e-11 4.032e-11 3.735e-11 3.735e-11 3.911e-11 3.759e-11 3.735e-11 3.737e-11 3.860e-11 4.350e-11 3.735e-11 3.735e-11 3.735e-11 3.735e-11 3.735e-11 3.735e-11 3.735e-11 8.603e-10 +98 EP 8 7.485e-12 7.485e-12 7.485e-12 7.485e-12 7.485e-12 7.485e-12 7.534e-12 7.490e-12 7.758e-12 7.590e-12 7.664e-12 7.527e-12 7.840e-12 7.627e-12 2.202e-11 8.732e-12 7.682e-12 8.075e-12 2.228e-11 8.414e-12 8.203e-12 1.240e-05 1.311e-11 1.512e-11 2.139e-10 3.842e-11 2.258e-11 7.067e-11 1.196e-10 1.646e-10 1.775e-10 2.604e-04 5.131e-04 9.644e-04 1.018e-03 2.270e-05 4.095e-03 3.512e-03 9.133e-10 8.413e-02 2.362e-01 2.592e-01 1.859e-01 1.054e-01 5.629e-02 2.718e-02 1.415e-02 7.761e-03 5.163e-03 8.321e-04 1.273e-03 9.096e-04 5.500e-04 6.443e-04 3.372e-04 1.754e-04 3.246e-04 1.832e-04 3.103e-05 1.113e-04 1.852e-04 5.708e-10 5.235e-05 2.215e-05 1.154e-10 8.267e-06 2.329e-05 5.394e-11 9.088e-12 8.158e-06 1.402e-11 1.631e-10 1.100e-11 7.485e-12 4.183e-05 7.485e-12 7.485e-12 1.786e-11 2.748e-11 7.485e-12 7.916e-12 5.897e-06 7.557e-12 7.485e-12 7.485e-12 7.485e-12 7.485e-12 7.485e-12 7.485e-12 7.485e-12 2.414e-03 +98 EP 9 3.666e-11 3.666e-11 3.667e-11 3.667e-11 3.666e-11 3.667e-11 3.670e-11 4.723e-11 3.843e-11 3.749e-11 3.061e-05 3.986e-11 4.275e-11 4.543e-11 5.344e-11 4.684e-05 4.388e-11 3.619e-05 5.766e-11 1.019e-09 1.461e-10 1.428e-10 4.037e-04 1.518e-04 2.690e-04 1.364e-10 2.496e-04 5.621e-04 5.175e-04 2.750e-03 2.483e-03 9.497e-03 6.620e-03 1.133e-01 6.667e-01 1.959e-01 2.966e-09 6.389e-10 4.789e-10 5.184e-04 5.606e-10 1.234e-10 2.724e-10 1.495e-10 3.537e-10 9.453e-11 2.544e-10 1.078e-10 1.464e-10 1.525e-10 4.871e-11 1.006e-10 7.526e-11 1.701e-10 3.794e-11 4.013e-11 4.902e-11 4.448e-11 9.482e-11 3.716e-11 4.215e-11 4.100e-11 4.016e-11 3.793e-11 7.592e-11 3.681e-11 4.075e-11 3.668e-11 3.666e-11 4.640e-11 3.672e-11 3.953e-11 3.666e-11 3.666e-11 3.667e-11 3.666e-11 3.666e-11 3.670e-11 3.666e-11 3.666e-11 3.666e-11 3.666e-11 3.669e-11 3.666e-11 3.666e-11 3.666e-11 3.666e-11 3.666e-11 3.666e-11 3.666e-11 2.910e-05 +98 EP 10 9.099e-11 9.099e-11 9.099e-11 9.099e-11 9.104e-11 9.100e-11 9.848e-11 9.199e-11 4.669e-05 1.488e-10 7.064e-10 1.062e-10 1.778e-10 1.737e-10 1.540e-10 2.519e-10 3.779e-04 2.125e-09 1.203e-04 3.155e-10 5.198e-10 5.073e-10 1.277e-09 8.424e-10 1.063e-09 3.601e-09 3.675e-01 4.892e-01 1.175e-01 4.823e-03 3.322e-06 3.927e-04 4.520e-03 5.553e-03 3.648e-03 3.796e-03 7.634e-04 9.215e-04 3.336e-04 8.419e-10 7.948e-10 5.125e-05 5.008e-04 1.582e-10 1.429e-10 1.956e-10 2.715e-10 1.465e-10 1.231e-10 1.140e-10 1.686e-10 1.300e-10 1.913e-10 1.155e-10 1.133e-10 1.096e-10 9.756e-11 3.669e-10 9.224e-11 9.102e-11 9.602e-11 1.092e-10 9.588e-11 1.371e-10 9.107e-11 9.099e-11 9.103e-11 9.099e-11 9.099e-11 9.868e-11 9.099e-11 9.123e-11 9.099e-11 9.099e-11 9.100e-11 9.099e-11 9.099e-11 9.099e-11 9.232e-11 9.099e-11 9.379e-11 9.099e-11 9.099e-11 9.099e-11 9.099e-11 9.099e-11 9.099e-11 9.099e-11 9.099e-11 9.099e-11 3.519e-10 +98 EP 11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.925e-11 1.047e-10 1.029e-10 1.023e-10 1.052e-04 4.628e-10 1.236e-10 1.094e-10 1.092e-10 1.253e-10 1.142e-10 5.190e-09 2.466e-10 2.215e-10 2.902e-09 4.610e-08 1.954e-10 6.397e-04 1.213e-04 6.234e-04 4.451e-05 6.128e-08 3.745e-09 3.945e-03 2.744e-03 7.738e-02 8.459e-01 6.496e-02 1.013e-09 8.599e-04 1.091e-03 5.443e-04 9.611e-10 4.319e-04 9.352e-10 6.242e-10 1.205e-04 2.347e-10 1.857e-10 2.569e-10 1.310e-10 1.436e-10 2.253e-10 1.125e-04 1.724e-10 1.371e-10 4.587e-10 4.308e-10 1.048e-10 1.030e-10 1.096e-10 1.333e-10 1.005e-10 1.004e-10 1.004e-10 1.421e-10 1.005e-10 1.000e-10 1.116e-10 9.939e-11 1.011e-10 9.925e-11 9.919e-11 1.222e-10 9.919e-11 1.007e-10 9.919e-11 9.919e-11 9.938e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.920e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 9.919e-11 3.727e-04 +98 EP 12 5.574e-11 5.574e-11 5.601e-11 5.588e-11 5.576e-11 5.610e-11 1.071e-10 7.417e-11 1.725e-10 8.145e-11 1.282e-10 9.611e-11 3.064e-10 1.193e-10 2.309e-10 2.001e-10 1.613e-10 2.051e-03 9.384e-02 4.468e-01 4.440e-01 5.144e-09 1.594e-09 9.259e-04 1.557e-03 3.296e-03 2.121e-03 1.920e-03 1.294e-03 7.664e-04 2.956e-10 5.452e-04 9.764e-05 1.683e-10 3.695e-04 1.480e-09 4.948e-10 8.293e-11 4.826e-05 9.565e-11 1.075e-10 7.566e-11 8.993e-05 6.436e-11 6.448e-11 8.364e-11 9.042e-11 1.005e-10 1.082e-10 5.866e-11 7.427e-11 6.282e-11 6.492e-11 5.725e-11 5.679e-11 6.387e-11 5.822e-11 5.632e-11 5.585e-11 5.583e-11 5.662e-11 5.611e-11 5.596e-11 5.663e-11 6.044e-11 5.578e-11 5.580e-11 5.578e-11 5.574e-11 5.599e-11 5.575e-11 5.601e-11 5.574e-11 5.574e-11 5.575e-11 5.574e-11 5.574e-11 5.575e-11 5.577e-11 5.574e-11 5.579e-11 5.574e-11 5.574e-11 5.574e-11 5.574e-11 5.574e-11 5.574e-11 5.574e-11 5.574e-11 5.574e-11 3.290e-04 +98 EP 13 1.295e-11 1.295e-11 1.295e-11 1.295e-11 1.295e-11 1.295e-11 1.303e-11 1.296e-11 1.350e-11 1.307e-11 1.320e-11 1.304e-11 1.344e-11 1.316e-11 1.740e-11 1.414e-11 1.343e-11 1.415e-11 2.585e-11 1.480e-11 1.399e-11 2.559e-11 1.778e-11 1.877e-11 2.899e-11 3.587e-10 4.983e-06 3.624e-10 1.021e-04 1.595e-04 3.293e-04 2.089e-10 1.668e-04 3.855e-10 1.758e-03 3.090e-03 2.768e-03 2.232e-04 2.498e-05 1.243e-03 1.773e-02 7.381e-02 1.333e-01 1.549e-01 1.341e-01 1.097e-01 7.823e-02 5.830e-02 3.945e-02 3.165e-02 2.186e-02 1.486e-02 1.066e-02 7.685e-03 5.385e-03 4.332e-03 3.630e-03 2.608e-03 2.668e-03 1.658e-03 9.424e-04 1.076e-03 7.503e-04 7.499e-04 5.117e-04 3.094e-04 4.847e-04 3.108e-04 3.885e-05 2.534e-04 2.646e-05 1.928e-04 6.475e-05 1.295e-11 1.866e-04 1.295e-11 1.295e-11 9.324e-05 1.295e-05 1.295e-11 2.300e-11 8.781e-11 1.328e-11 1.295e-11 1.295e-11 1.295e-11 1.295e-11 1.295e-11 1.295e-11 1.295e-11 7.749e-02 +98 EP 14 5.237e-11 5.283e-11 5.427e-11 6.026e-11 3.686e-02 4.075e-01 5.003e-01 5.433e-02 1.733e-10 3.845e-04 1.837e-09 2.830e-04 5.047e-10 1.584e-10 8.913e-11 6.298e-05 1.792e-04 6.901e-11 9.609e-11 6.980e-11 6.276e-11 5.951e-11 5.699e-11 5.833e-11 1.231e-06 5.509e-11 5.680e-11 5.637e-11 5.585e-11 5.442e-11 5.778e-11 5.949e-11 5.289e-11 5.311e-11 5.287e-11 5.520e-11 5.286e-11 5.251e-11 5.305e-11 5.251e-11 5.241e-11 5.251e-11 5.262e-11 5.237e-11 5.244e-11 5.245e-11 5.237e-11 5.242e-11 5.238e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.238e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.237e-11 5.649e-11 +98 EP 15 6.683e-11 6.683e-11 6.685e-11 6.684e-11 6.683e-11 6.695e-11 6.731e-11 3.942e-05 7.721e-11 1.022e-10 4.439e-10 8.427e-11 8.174e-11 9.368e-11 1.658e-10 1.206e-10 9.981e-05 1.783e-04 1.616e-10 2.869e-10 2.474e-09 4.183e-10 5.408e-09 7.646e-04 6.548e-10 4.174e-10 4.994e-03 1.541e-03 9.268e-10 1.063e-01 8.045e-01 7.916e-02 1.546e-09 7.508e-04 1.604e-04 2.215e-04 1.623e-09 3.523e-04 2.227e-04 7.207e-04 5.151e-10 3.436e-10 2.097e-10 1.916e-10 2.141e-10 1.173e-10 1.099e-10 8.603e-11 1.148e-10 8.635e-11 6.608e-10 8.396e-11 1.149e-10 9.019e-11 1.048e-10 7.602e-11 9.656e-11 7.629e-11 7.065e-11 6.838e-11 6.827e-11 7.363e-11 6.846e-11 9.304e-11 7.286e-11 6.794e-11 7.225e-11 6.867e-11 6.683e-11 7.430e-11 6.700e-11 7.125e-11 6.684e-11 6.683e-11 6.716e-11 6.683e-11 6.683e-11 6.704e-11 6.685e-11 6.683e-11 6.684e-11 6.695e-11 6.691e-11 6.683e-11 6.683e-11 6.683e-11 6.683e-11 6.683e-11 6.683e-11 6.683e-11 3.170e-10 +98 EP 16 4.795e-11 4.795e-11 4.970e-11 4.873e-11 4.854e-11 6.417e-11 1.065e-10 7.574e-11 1.455e-10 1.251e-10 1.399e-02 4.030e-01 4.525e-01 1.082e-01 6.235e-03 2.594e-10 3.841e-03 3.245e-03 2.315e-03 1.865e-03 1.197e-03 1.044e-03 2.548e-09 4.591e-04 6.563e-04 5.680e-04 1.498e-04 9.094e-05 1.365e-04 4.267e-04 5.293e-05 1.769e-10 1.382e-10 7.786e-11 3.910e-10 2.266e-10 8.426e-11 8.353e-11 2.013e-10 9.921e-11 5.505e-11 5.229e-11 5.222e-11 4.881e-11 8.504e-11 9.113e-11 4.906e-11 5.696e-11 4.884e-11 4.954e-11 4.865e-11 5.269e-11 4.836e-11 4.995e-11 4.817e-11 4.846e-11 4.808e-11 4.801e-11 4.796e-11 4.796e-11 4.804e-11 5.015e-11 4.797e-11 4.805e-11 4.873e-11 4.796e-11 4.796e-11 4.795e-11 4.795e-11 4.799e-11 4.795e-11 4.801e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.842e-11 4.795e-11 5.223e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 4.795e-11 2.300e-09 +98 EP 17 2.131e-10 2.131e-10 2.132e-10 2.132e-10 2.131e-10 2.132e-10 2.179e-10 2.160e-10 2.280e-10 2.172e-10 2.263e-10 2.200e-10 2.909e-10 2.942e-10 3.145e-10 3.750e-10 3.717e-10 1.994e-04 3.080e-10 2.695e-10 2.905e-10 2.881e-10 3.475e-10 3.492e-10 6.298e-10 8.736e-09 7.237e-10 1.308e-09 1.214e-03 4.438e-04 1.359e-09 1.579e-04 1.374e-09 1.462e-03 3.137e-09 4.782e-03 1.504e-03 2.527e-09 1.200e-09 4.766e-04 2.560e-09 3.600e-09 3.569e-08 6.444e-09 2.802e-02 3.783e-02 3.271e-02 3.468e-02 2.127e-02 2.161e-02 8.726e-03 1.027e-02 1.295e-02 3.083e-03 7.049e-03 7.464e-03 4.486e-03 1.982e-03 2.104e-09 1.930e-03 9.995e-04 1.201e-03 1.220e-03 6.147e-04 1.102e-04 7.890e-10 1.293e-03 6.531e-10 2.644e-10 1.131e-03 4.920e-10 5.726e-10 2.445e-10 2.131e-10 3.022e-10 2.131e-10 2.131e-10 4.661e-10 2.325e-10 2.132e-10 2.142e-04 2.505e-04 2.131e-04 2.131e-10 2.131e-10 2.131e-10 2.188e-10 2.131e-10 2.131e-10 2.131e-10 7.484e-01 +98 EP 18 2.298e-11 2.298e-11 2.299e-11 2.298e-11 2.298e-11 2.299e-11 2.535e-11 2.345e-11 2.957e-11 2.383e-11 2.906e-11 2.452e-11 3.738e-11 2.559e-11 4.598e-11 9.100e-11 3.007e-11 6.452e-11 5.667e-05 4.759e-11 1.019e-10 4.972e-11 6.321e-11 1.393e-10 9.887e-11 3.889e-10 1.865e-04 5.501e-04 1.632e-04 6.910e-04 1.881e-03 3.340e-03 6.732e-03 1.176e-02 7.567e-06 1.903e-04 1.324e-02 1.039e-01 1.854e-01 2.087e-01 1.734e-01 1.212e-01 7.074e-02 4.193e-02 2.169e-02 1.115e-02 6.396e-03 3.593e-03 1.840e-03 1.384e-03 1.121e-03 5.987e-04 7.060e-04 4.689e-04 1.011e-03 1.693e-04 6.046e-10 3.906e-04 1.865e-04 1.896e-10 7.707e-05 4.317e-10 9.520e-11 3.032e-06 1.457e-04 1.126e-10 2.317e-10 1.191e-10 2.547e-11 1.005e-10 4.508e-11 2.748e-05 2.536e-11 2.298e-11 6.203e-11 2.298e-11 2.298e-11 1.838e-05 2.666e-11 2.298e-11 2.429e-11 6.925e-11 2.778e-11 2.298e-11 2.298e-11 2.298e-11 2.301e-11 2.298e-11 2.298e-11 2.298e-11 4.847e-03 +98 EP 19 8.208e-11 5.746e-04 1.258e-01 3.717e-01 4.565e-01 4.542e-02 1.464e-10 3.444e-10 1.114e-10 1.150e-10 1.087e-10 1.218e-10 8.618e-11 8.345e-11 8.292e-11 8.468e-11 8.453e-11 8.236e-11 8.389e-11 8.230e-11 8.220e-11 8.216e-11 8.215e-11 8.213e-11 8.313e-11 8.230e-11 8.211e-11 8.211e-11 8.210e-11 8.209e-11 8.214e-11 8.218e-11 8.208e-11 8.209e-11 8.210e-11 8.212e-11 8.212e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.208e-11 8.214e-11 +98 EP 20 1.155e-11 1.155e-11 1.155e-11 1.155e-11 1.155e-11 1.155e-11 1.178e-11 1.158e-11 1.186e-11 1.182e-11 1.240e-11 1.170e-11 1.505e-11 1.202e-11 3.459e-11 1.874e-11 1.211e-11 1.901e-11 1.843e-11 3.524e-10 1.856e-11 4.234e-11 2.544e-11 8.266e-11 3.406e-11 2.227e-11 4.507e-09 1.353e-04 1.547e-09 6.100e-04 8.570e-04 1.292e-03 9.634e-04 2.445e-03 5.325e-03 8.357e-07 1.316e-05 4.768e-01 4.404e-01 7.086e-02 1.235e-09 4.604e-10 7.658e-10 4.737e-07 3.962e-10 5.751e-10 2.089e-10 1.796e-04 1.534e-10 1.179e-10 1.455e-10 1.137e-04 6.281e-11 4.856e-10 8.375e-11 1.360e-10 5.787e-11 1.836e-10 5.282e-11 2.419e-11 2.015e-10 5.235e-10 2.446e-10 3.597e-05 1.036e-10 1.759e-11 1.559e-11 1.641e-11 1.158e-11 2.310e-11 1.203e-10 3.396e-11 1.163e-11 1.155e-11 1.808e-11 1.155e-11 1.155e-11 1.532e-11 1.176e-11 1.155e-11 1.156e-11 1.228e-11 1.167e-11 1.155e-11 1.155e-11 1.155e-11 1.155e-11 1.155e-11 1.155e-11 1.155e-11 1.734e-09 +98 EP 21 8.379e-11 8.379e-11 8.404e-11 8.392e-11 8.380e-11 8.460e-11 8.547e-11 9.185e-11 1.272e-04 4.328e-10 1.105e-04 1.553e-10 2.519e-04 1.694e-10 1.608e-05 4.055e-04 9.342e-05 4.972e-09 9.716e-10 4.545e-10 1.383e-09 1.112e-09 7.667e-04 5.844e-04 3.970e-10 4.145e-10 9.507e-08 8.996e-10 8.665e-02 4.600e-01 3.873e-01 4.298e-02 1.355e-02 6.371e-09 2.416e-03 1.778e-09 1.823e-03 1.034e-03 1.220e-09 9.367e-04 1.819e-04 6.685e-10 4.039e-10 7.075e-10 1.086e-04 1.169e-10 4.297e-04 2.394e-10 1.656e-10 4.257e-10 1.655e-10 1.258e-10 4.953e-08 1.135e-10 2.799e-10 1.008e-10 2.638e-10 1.240e-10 8.418e-11 8.685e-11 3.597e-05 8.629e-11 8.405e-11 1.062e-10 9.944e-11 8.405e-11 8.432e-11 1.241e-10 8.379e-11 9.219e-11 8.380e-11 8.473e-11 8.379e-11 8.379e-11 8.380e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 8.386e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 8.379e-11 1.810e-04 +98 EP 22 8.794e-11 8.794e-11 8.807e-11 8.801e-11 8.808e-11 8.893e-11 9.392e-11 1.137e-10 1.812e-10 1.267e-10 1.596e-10 1.838e-10 2.692e-10 2.788e-10 5.215e-10 9.195e-03 1.485e-01 1.979e-01 2.345e-01 1.588e-01 9.479e-02 5.277e-02 1.819e-02 1.760e-02 1.565e-02 8.501e-03 9.115e-03 8.544e-03 6.098e-03 2.911e-03 4.210e-03 1.879e-03 2.470e-03 2.221e-03 2.053e-03 9.258e-04 3.141e-04 3.066e-09 3.594e-04 7.067e-10 1.689e-10 1.252e-10 9.996e-11 9.681e-11 1.060e-10 2.721e-05 2.893e-10 9.504e-11 1.056e-10 1.118e-10 1.728e-10 9.430e-11 8.933e-11 1.576e-10 9.174e-11 8.818e-11 8.934e-11 8.980e-11 8.817e-11 8.796e-11 8.819e-11 8.803e-11 8.796e-11 8.801e-11 8.796e-11 8.794e-11 8.796e-11 8.794e-11 8.794e-11 8.800e-11 8.794e-11 8.795e-11 8.794e-11 8.794e-11 8.794e-11 8.794e-11 8.794e-11 8.794e-11 9.190e-11 8.794e-11 1.021e-10 8.794e-11 8.795e-11 8.794e-11 8.794e-11 8.794e-11 8.794e-11 8.794e-11 8.794e-11 8.794e-11 2.508e-03 +98 EP 23 6.640e-11 6.640e-11 6.666e-11 6.654e-11 6.642e-11 6.669e-11 8.174e-11 9.283e-11 4.349e-10 1.055e-10 7.951e-10 1.488e-10 2.112e-10 1.330e-10 2.086e-10 1.874e-10 7.691e-10 4.629e-04 3.294e-10 3.764e-10 1.186e-01 6.690e-01 1.834e-01 7.294e-10 1.483e-02 6.298e-03 1.018e-03 3.113e-03 9.038e-04 3.990e-04 4.193e-04 7.880e-10 5.841e-04 9.680e-07 3.951e-10 1.201e-04 3.878e-04 1.433e-10 1.000e-09 1.225e-10 1.272e-10 1.004e-10 9.404e-11 1.051e-10 7.705e-11 1.654e-08 1.444e-10 8.074e-11 8.041e-11 6.983e-11 8.190e-11 7.104e-11 7.872e-11 6.923e-11 7.042e-11 6.978e-11 6.980e-11 6.721e-11 6.658e-11 6.656e-11 7.026e-11 6.703e-11 6.701e-11 6.991e-11 6.962e-11 6.649e-11 6.650e-11 6.647e-11 6.640e-11 6.682e-11 6.642e-11 6.674e-11 6.640e-11 6.640e-11 6.643e-11 6.640e-11 6.640e-11 6.642e-11 6.662e-11 6.640e-11 6.672e-11 6.641e-11 6.641e-11 6.640e-11 6.640e-11 6.640e-11 6.640e-11 6.640e-11 6.640e-11 6.640e-11 5.698e-04 +98 EP 24 6.504e-11 6.504e-11 6.522e-11 6.514e-11 6.507e-11 6.528e-11 6.852e-11 7.751e-11 1.337e-04 1.031e-10 1.513e-10 1.549e-10 1.808e-10 1.068e-10 1.164e-10 2.050e-10 3.015e-10 7.378e-04 7.292e-10 2.716e-10 3.359e-10 1.431e-09 4.688e-01 5.167e-01 2.015e-03 4.598e-04 2.072e-03 2.624e-03 3.925e-03 1.073e-04 5.433e-04 6.781e-04 7.167e-04 3.685e-10 9.542e-05 2.156e-10 1.818e-04 1.317e-10 1.717e-10 1.345e-10 9.833e-11 7.443e-05 8.617e-11 9.963e-05 8.123e-11 1.152e-10 4.171e-05 9.055e-11 6.920e-11 7.203e-11 7.146e-11 6.758e-11 6.965e-11 6.604e-11 6.805e-11 6.864e-11 6.827e-11 6.531e-11 6.508e-11 6.509e-11 6.886e-11 6.540e-11 6.559e-11 9.904e-11 6.816e-11 6.506e-11 6.509e-11 6.507e-11 6.504e-11 6.537e-11 6.505e-11 6.510e-11 6.505e-11 6.504e-11 6.505e-11 6.504e-11 6.504e-11 6.505e-11 6.505e-11 6.504e-11 6.505e-11 6.505e-11 6.504e-11 6.504e-11 6.504e-11 6.504e-11 6.504e-11 6.504e-11 6.504e-11 6.504e-11 3.527e-10 +98 EP 25 4.144e-11 4.144e-11 4.306e-11 4.281e-11 5.112e-11 6.169e-11 1.302e-02 4.274e-01 4.953e-01 5.688e-02 2.738e-10 2.319e-03 1.045e-03 2.057e-03 7.288e-04 1.207e-09 2.713e-04 3.036e-04 1.066e-04 3.861e-04 7.885e-05 7.933e-06 1.325e-10 4.985e-05 7.963e-10 7.165e-11 3.722e-05 1.091e-10 1.514e-10 5.225e-11 6.671e-11 1.138e-10 4.807e-11 4.849e-11 4.795e-11 6.717e-11 4.751e-11 4.385e-11 4.951e-11 4.364e-11 4.222e-11 4.351e-11 4.452e-11 4.161e-11 4.251e-11 4.251e-11 4.155e-11 4.234e-11 4.172e-11 4.153e-11 4.150e-11 4.174e-11 4.154e-11 4.307e-11 4.146e-11 4.148e-11 4.145e-11 4.145e-11 4.144e-11 4.144e-11 4.145e-11 4.146e-11 4.144e-11 4.145e-11 4.151e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.511e-11 4.144e-11 4.177e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 4.144e-11 7.965e-11 +98 EP 26 1.138e-10 1.138e-10 1.139e-10 1.139e-10 1.138e-10 1.145e-10 1.154e-10 2.596e-10 2.086e-10 1.916e-10 3.179e-10 1.324e-10 1.656e-10 1.856e-10 3.056e-10 1.726e-10 2.233e-04 2.637e-10 2.523e-04 2.994e-05 1.802e-04 1.450e-09 1.281e-03 2.494e-04 7.735e-04 1.030e-09 1.003e-02 1.196e-09 1.166e-01 8.685e-01 3.717e-09 6.988e-10 1.319e-07 1.287e-09 9.414e-09 1.477e-03 1.716e-04 1.296e-09 3.103e-09 5.980e-09 1.750e-09 1.913e-10 1.536e-04 1.856e-10 1.919e-10 2.172e-05 1.868e-10 1.371e-10 1.183e-10 1.198e-10 7.262e-05 1.176e-10 1.185e-10 1.174e-10 1.273e-10 1.182e-10 1.151e-10 1.232e-10 1.142e-10 1.141e-10 1.162e-10 1.172e-10 1.139e-10 1.156e-10 1.162e-10 1.138e-10 1.140e-10 1.142e-10 1.138e-10 1.155e-10 1.138e-10 1.340e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 1.138e-10 5.764e-10 +98 EP 27 8.603e-11 8.603e-11 8.604e-11 8.603e-11 8.607e-11 8.608e-11 7.582e-07 8.742e-11 1.491e-10 9.499e-11 2.040e-10 9.281e-11 1.893e-04 1.820e-10 2.462e-04 2.363e-04 1.200e-09 7.620e-04 6.525e-04 1.053e-03 2.062e-04 1.352e-03 4.468e-03 5.580e-03 7.568e-03 1.024e-02 1.946e-02 2.638e-02 3.732e-02 4.267e-02 5.165e-02 8.041e-02 9.040e-02 1.081e-01 1.115e-01 1.152e-01 1.017e-01 7.483e-02 4.527e-02 3.280e-02 1.001e-02 7.467e-03 2.987e-03 1.127e-03 5.340e-04 1.442e-03 5.912e-04 3.428e-05 8.654e-04 4.756e-10 3.703e-10 9.818e-04 5.081e-04 6.040e-10 2.595e-10 5.030e-09 4.894e-05 1.172e-04 2.230e-10 1.509e-10 3.828e-10 4.996e-05 1.557e-10 2.319e-10 2.063e-10 1.406e-10 1.442e-10 1.069e-10 8.753e-11 2.382e-04 9.451e-11 1.223e-04 8.775e-11 8.603e-11 1.003e-10 8.603e-11 8.603e-11 1.229e-10 8.908e-11 8.603e-11 8.720e-11 1.026e-10 8.980e-11 8.603e-11 8.603e-11 8.603e-11 8.603e-11 8.603e-11 8.603e-11 8.603e-11 2.723e-03 +98 EP 28 6.108e-11 6.108e-11 6.119e-11 6.114e-11 6.109e-11 6.125e-11 6.344e-11 6.837e-11 1.992e-10 1.215e-10 1.240e-10 8.636e-11 1.282e-10 1.053e-10 1.230e-10 6.984e-05 6.315e-10 3.427e-04 1.619e-04 2.603e-10 3.705e-10 6.506e-10 4.968e-10 4.632e-10 4.184e-09 8.122e-01 1.707e-01 1.221e-09 1.227e-02 2.273e-03 1.443e-04 5.439e-04 2.318e-09 8.380e-10 4.792e-05 1.848e-06 1.498e-09 3.058e-10 1.256e-04 1.797e-04 1.219e-10 1.857e-04 1.310e-10 8.565e-11 1.058e-10 9.185e-11 1.051e-10 1.135e-10 7.587e-11 1.110e-10 7.758e-11 6.875e-11 8.043e-11 7.884e-11 7.008e-11 6.537e-11 6.500e-11 7.259e-11 6.155e-11 6.165e-11 6.558e-11 6.297e-11 6.326e-11 6.854e-11 6.290e-11 6.131e-11 6.140e-11 6.139e-11 6.108e-11 6.263e-11 6.111e-11 6.221e-11 6.108e-11 6.108e-11 6.115e-11 6.108e-11 6.108e-11 6.113e-11 6.110e-11 6.108e-11 6.111e-11 6.111e-11 6.109e-11 6.108e-11 6.108e-11 6.108e-11 6.108e-11 6.108e-11 6.108e-11 6.108e-11 6.646e-04 +98 EP 29 4.539e-11 4.539e-11 5.234e-11 4.901e-11 4.775e-11 5.254e-11 1.353e-10 9.359e-11 3.549e-03 4.606e-01 4.670e-01 6.162e-02 3.725e-10 7.914e-04 1.270e-03 2.956e-04 7.502e-04 1.623e-03 1.981e-05 4.767e-04 3.850e-04 1.553e-04 5.878e-04 1.169e-04 3.249e-09 5.230e-05 3.084e-05 1.104e-04 1.098e-05 1.570e-10 2.699e-10 9.478e-05 9.627e-11 7.605e-11 1.266e-10 1.322e-10 1.286e-10 5.203e-11 2.331e-05 5.924e-11 4.822e-11 4.813e-11 4.948e-11 4.624e-11 5.099e-11 4.898e-11 4.590e-11 4.801e-11 4.593e-11 4.581e-11 4.568e-11 4.822e-11 4.583e-11 4.725e-11 4.550e-11 4.571e-11 4.545e-11 4.543e-11 4.540e-11 4.539e-11 4.544e-11 4.557e-11 4.540e-11 4.543e-11 4.562e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.540e-11 4.539e-11 4.542e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.665e-11 4.539e-11 4.638e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.539e-11 4.230e-04 +98 EP 30 3.163e-11 3.163e-11 3.163e-11 3.163e-11 3.163e-11 3.164e-11 3.559e-11 3.368e-11 3.278e-11 3.295e-11 5.413e-11 3.431e-11 3.710e-11 3.726e-11 5.291e-11 4.979e-11 4.630e-11 1.078e-05 4.878e-11 5.100e-11 9.492e-11 6.581e-11 1.938e-10 1.416e-04 1.752e-10 1.646e-10 2.892e-04 9.452e-05 7.312e-04 3.903e-04 4.703e-10 3.668e-03 1.583e-04 3.536e-02 2.288e-01 2.842e-01 2.617e-01 1.399e-01 4.245e-02 1.505e-03 2.146e-09 2.909e-10 7.071e-10 3.500e-09 7.969e-10 1.221e-09 2.300e-04 2.625e-10 1.349e-04 1.347e-10 6.369e-10 5.045e-05 1.077e-10 3.531e-10 6.810e-11 6.752e-11 2.097e-04 1.178e-10 1.688e-09 5.210e-11 5.433e-11 7.502e-11 4.093e-11 4.521e-11 5.021e-11 4.242e-11 1.252e-05 3.436e-11 3.165e-11 4.917e-11 3.270e-11 8.284e-11 3.170e-11 3.163e-11 3.702e-11 3.163e-11 3.163e-11 3.434e-11 3.181e-11 3.163e-11 3.165e-11 3.385e-11 3.185e-11 3.163e-11 3.163e-11 3.163e-11 3.163e-11 3.163e-11 3.163e-11 3.163e-11 4.934e-10 +98 EP 31 1.703e-11 1.703e-11 1.703e-11 1.703e-11 1.703e-11 1.703e-11 1.739e-11 1.707e-11 1.753e-11 1.745e-11 1.926e-11 1.745e-11 2.292e-11 1.780e-11 2.402e-11 9.385e-11 1.784e-11 1.179e-05 2.912e-11 1.062e-05 5.836e-11 4.795e-09 1.029e-10 3.974e-11 5.185e-11 5.942e-11 1.242e-10 5.480e-05 5.169e-04 5.125e-09 7.882e-04 8.791e-04 3.304e-03 5.039e-03 1.019e-09 5.874e-02 6.243e-01 3.062e-01 9.887e-10 6.502e-09 6.706e-10 2.506e-10 1.390e-10 2.408e-10 2.711e-10 2.085e-10 1.333e-10 3.882e-10 1.009e-10 1.246e-10 5.266e-11 3.695e-07 8.695e-11 1.233e-10 3.881e-11 4.112e-11 3.393e-11 1.907e-10 5.092e-11 2.670e-11 9.231e-06 7.329e-11 7.133e-06 7.794e-11 4.666e-11 2.302e-11 2.058e-11 1.903e-11 1.704e-11 2.422e-11 2.363e-11 2.610e-11 1.706e-11 1.703e-11 1.952e-11 1.703e-11 1.703e-11 1.901e-11 1.710e-11 1.703e-11 1.703e-11 1.744e-11 1.750e-11 1.703e-11 1.703e-11 1.703e-11 1.703e-11 1.703e-11 1.703e-11 1.703e-11 1.031e-04 +98 EP 32 6.789e-11 6.789e-11 6.802e-11 6.796e-11 6.790e-11 6.804e-11 6.825e-11 7.448e-11 9.997e-11 9.379e-11 4.892e-05 1.782e-10 5.510e-10 9.522e-11 9.615e-11 1.634e-10 2.718e-10 1.842e-06 1.771e-05 5.350e-10 6.303e-10 1.660e-04 4.554e-05 1.896e-04 1.757e-03 4.100e-10 3.269e-03 2.094e-03 2.369e-09 1.525e-09 7.608e-03 4.984e-01 4.275e-01 4.849e-02 8.693e-07 6.765e-03 1.290e-03 7.591e-04 1.182e-03 5.124e-10 8.563e-10 5.959e-10 4.845e-10 1.964e-10 2.133e-04 1.732e-10 2.987e-10 1.053e-10 3.572e-10 3.400e-10 5.574e-05 1.163e-10 3.044e-10 8.277e-11 1.302e-10 8.194e-11 7.152e-05 1.198e-10 6.847e-11 7.274e-11 8.320e-11 1.174e-10 6.795e-11 1.166e-10 7.876e-11 6.790e-11 7.525e-11 7.770e-11 6.789e-11 2.260e-10 6.791e-11 6.805e-11 6.789e-11 6.789e-11 6.798e-11 6.789e-11 6.789e-11 6.790e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 6.789e-11 2.517e-09 +98 EP 33 6.301e-11 6.301e-11 6.318e-11 6.310e-11 6.301e-11 6.339e-11 6.783e-11 7.154e-11 1.672e-10 1.275e-10 1.993e-10 8.799e-11 1.019e-10 1.151e-10 3.076e-10 4.197e-10 6.702e-10 4.108e-04 2.671e-04 3.300e-10 5.218e-04 2.852e-09 7.653e-04 8.604e-10 6.505e-10 2.622e-09 5.458e-01 4.380e-01 2.266e-08 5.430e-03 2.377e-03 3.059e-09 3.923e-03 2.152e-03 1.913e-04 6.865e-09 8.160e-09 3.063e-09 2.471e-10 2.430e-10 1.108e-10 2.033e-10 3.299e-10 1.123e-10 1.027e-10 9.489e-11 1.089e-10 8.273e-11 1.140e-10 1.017e-10 7.242e-11 6.928e-11 6.650e-11 1.295e-10 6.720e-11 6.727e-11 6.454e-11 6.317e-11 6.303e-11 6.530e-11 6.780e-11 6.344e-11 6.303e-11 6.807e-11 6.690e-11 6.304e-11 6.302e-11 6.307e-11 6.301e-11 6.364e-11 6.301e-11 6.306e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 6.301e-11 1.032e-04 +98 EP 34 6.002e-11 6.002e-11 6.004e-11 6.003e-11 6.005e-11 6.023e-11 7.023e-11 8.799e-11 9.526e-11 7.528e-11 1.998e-10 6.820e-11 9.019e-11 1.131e-10 9.459e-11 1.146e-10 2.871e-04 3.652e-04 1.287e-04 5.546e-10 3.318e-10 3.062e-10 7.688e-09 1.339e-09 6.493e-10 7.390e-10 2.397e-09 6.076e-03 1.555e-01 3.076e-01 2.929e-01 1.558e-01 2.717e-02 1.645e-02 1.711e-02 7.372e-03 5.991e-03 4.264e-03 5.012e-04 7.663e-04 5.300e-04 2.668e-10 2.849e-04 1.884e-10 1.323e-10 2.245e-10 1.897e-10 8.207e-11 8.564e-11 1.169e-10 6.055e-10 9.832e-11 1.265e-10 9.888e-11 7.877e-11 8.375e-11 7.400e-11 4.159e-10 6.744e-11 6.065e-11 6.405e-11 5.259e-05 6.529e-11 8.632e-11 6.196e-11 6.016e-11 6.104e-11 6.004e-11 6.002e-11 8.345e-11 6.002e-11 6.316e-11 6.002e-11 6.002e-11 6.035e-11 6.002e-11 6.002e-11 6.006e-11 6.107e-11 6.002e-11 6.237e-11 6.003e-11 6.005e-11 6.002e-11 6.002e-11 6.002e-11 6.002e-11 6.002e-11 6.002e-11 6.002e-11 8.798e-04 +98 EP 35 7.190e-11 7.190e-11 7.207e-11 7.199e-11 7.192e-11 7.211e-11 7.466e-11 8.486e-11 1.327e-04 1.301e-10 2.150e-10 1.029e-10 1.395e-10 1.079e-10 1.138e-10 3.773e-10 3.320e-04 3.526e-04 5.580e-10 3.664e-10 4.168e-10 5.065e-10 4.128e-10 1.550e-01 8.333e-01 1.498e-07 7.462e-10 2.548e-03 5.550e-04 1.796e-03 1.276e-03 5.412e-04 2.601e-04 6.960e-04 7.140e-04 1.313e-03 6.145e-04 6.611e-05 4.965e-10 2.644e-10 1.452e-10 2.746e-10 1.334e-10 9.577e-11 1.108e-10 1.186e-10 1.325e-10 1.412e-04 8.056e-11 3.168e-05 8.453e-11 7.826e-11 8.100e-11 7.864e-11 8.214e-11 7.556e-11 7.462e-11 8.076e-11 7.218e-11 7.222e-11 7.515e-11 7.326e-11 7.696e-11 8.489e-11 7.420e-11 7.204e-11 7.210e-11 7.208e-11 7.191e-11 7.315e-11 7.193e-11 7.263e-11 7.191e-11 7.190e-11 7.195e-11 7.190e-11 7.190e-11 7.195e-11 7.192e-11 7.190e-11 7.194e-11 7.191e-11 7.192e-11 7.190e-11 7.190e-11 7.190e-11 7.190e-11 7.190e-11 7.190e-11 7.190e-11 3.769e-04 +98 EP 36 8.362e-12 8.362e-12 8.363e-12 8.362e-12 8.362e-12 8.362e-12 8.653e-12 8.371e-12 8.557e-12 8.513e-12 8.600e-12 8.424e-12 9.273e-12 8.571e-12 1.011e-05 1.110e-11 8.669e-12 9.418e-12 1.552e-11 1.263e-11 1.008e-11 3.648e-11 1.652e-11 1.288e-10 3.161e-05 1.615e-11 8.437e-11 1.464e-10 1.757e-10 7.820e-05 1.182e-10 1.419e-06 4.818e-04 1.414e-05 1.529e-03 4.869e-03 4.309e-09 7.096e-10 2.514e-01 4.239e-01 2.318e-01 6.788e-02 1.271e-02 2.207e-03 3.749e-10 6.928e-04 1.937e-09 7.562e-10 8.971e-09 8.622e-04 4.315e-04 1.583e-09 1.671e-10 9.182e-05 1.647e-10 1.143e-04 1.373e-10 9.289e-11 4.929e-11 5.519e-11 2.897e-05 6.518e-05 1.611e-05 1.434e-10 2.680e-05 2.157e-11 2.344e-11 2.618e-11 8.486e-12 4.123e-11 7.997e-06 3.960e-06 8.743e-12 8.362e-12 4.017e-11 8.362e-12 8.362e-12 1.472e-11 9.713e-12 8.362e-12 8.392e-12 1.132e-11 8.413e-12 8.362e-12 8.362e-12 8.362e-12 8.362e-12 8.362e-12 8.362e-12 8.362e-12 7.657e-04 +98 EP 37 7.948e-11 7.948e-11 7.955e-11 7.952e-11 7.954e-11 7.973e-11 1.650e-10 8.091e-11 1.555e-10 1.750e-10 1.128e-10 1.496e-10 1.349e-10 1.198e-10 1.460e-10 2.489e-10 5.242e-04 3.311e-04 3.622e-10 4.477e-10 5.050e-03 6.310e-02 1.920e-01 2.582e-01 2.057e-01 1.528e-01 4.330e-02 1.511e-02 1.987e-02 1.246e-02 1.094e-02 4.951e-03 8.097e-03 3.257e-03 7.406e-04 9.007e-06 3.596e-04 9.608e-05 2.608e-10 4.662e-10 5.730e-04 1.259e-04 2.326e-09 1.629e-10 1.105e-10 1.161e-04 3.313e-10 1.547e-10 5.179e-10 8.811e-11 1.946e-04 9.703e-11 9.014e-11 9.957e-11 8.103e-11 8.007e-11 1.108e-10 1.571e-10 8.015e-11 7.949e-11 8.497e-11 7.981e-11 7.962e-11 8.513e-11 7.951e-11 7.948e-11 7.949e-11 7.948e-11 7.948e-11 7.953e-11 7.948e-11 7.949e-11 7.948e-11 7.948e-11 7.949e-11 7.948e-11 7.948e-11 7.948e-11 8.316e-11 7.948e-11 9.059e-11 7.948e-11 7.949e-11 7.948e-11 7.948e-11 7.948e-11 7.948e-11 7.948e-11 7.948e-11 7.948e-11 2.059e-03 +98 EP 38 3.819e-10 3.819e-10 3.822e-10 3.820e-10 3.819e-10 3.821e-10 3.833e-10 3.854e-10 3.906e-10 3.904e-10 4.020e-10 3.957e-10 4.010e-10 5.966e-10 4.196e-10 1.058e-09 3.072e-04 6.962e-10 7.702e-04 4.469e-10 3.312e-04 9.675e-10 6.564e-04 4.539e-04 5.065e-10 4.467e-04 5.651e-10 1.438e-03 4.117e-05 7.856e-04 1.230e-09 1.554e-03 1.267e-03 7.882e-04 6.226e-10 6.776e-04 1.181e-03 7.402e-04 2.048e-09 1.449e-09 3.310e-03 4.345e-09 3.759e-03 7.181e-10 1.184e-09 4.760e-09 1.208e-03 2.003e-03 4.701e-10 7.407e-10 4.991e-10 1.941e-03 4.395e-10 5.943e-10 1.081e-09 4.662e-10 4.199e-10 1.868e-04 3.829e-04 2.099e-09 3.906e-10 3.985e-10 3.866e-10 4.039e-10 4.989e-10 3.829e-10 4.212e-10 3.836e-10 3.819e-10 6.687e-10 3.820e-10 3.834e-10 3.819e-10 3.819e-10 3.825e-10 3.819e-10 3.819e-10 3.830e-10 3.819e-04 3.819e-04 3.799e-04 3.958e-04 4.282e-10 3.819e-10 3.819e-10 3.819e-10 3.819e-04 3.819e-10 3.819e-10 3.819e-10 9.739e-01 +98 EP 39 5.787e-11 5.787e-11 5.797e-11 5.792e-11 5.787e-11 5.820e-11 6.589e-11 7.068e-11 4.296e-09 1.118e-10 1.505e-10 6.813e-11 1.320e-10 1.555e-10 9.251e-11 1.736e-10 7.432e-05 3.617e-10 8.229e-04 1.789e-09 5.810e-05 3.865e-04 4.798e-04 1.192e-03 6.731e-10 6.275e-10 9.868e-09 2.578e-01 7.080e-01 2.583e-02 1.375e-09 7.786e-10 2.494e-03 1.130e-03 1.271e-08 4.351e-04 4.724e-04 2.950e-04 5.512e-10 3.508e-10 1.506e-10 1.009e-10 2.355e-10 1.290e-10 1.103e-10 9.579e-11 1.267e-10 6.922e-11 7.147e-11 8.726e-11 1.720e-09 6.986e-11 6.690e-11 6.614e-11 8.704e-11 6.155e-11 9.081e-11 6.229e-11 5.834e-11 5.911e-11 1.056e-10 6.668e-11 5.818e-11 6.612e-11 6.263e-11 5.803e-11 5.847e-11 5.949e-11 5.787e-11 6.140e-11 5.791e-11 6.114e-11 5.787e-11 5.787e-11 5.794e-11 5.787e-11 5.787e-11 5.792e-11 5.788e-11 5.787e-11 5.788e-11 5.789e-11 5.788e-11 5.787e-11 5.787e-11 5.787e-11 5.787e-11 5.787e-11 5.787e-11 5.787e-11 5.521e-04 +98 EP 40 5.045e-11 5.045e-11 5.051e-11 5.048e-11 5.046e-11 5.049e-11 5.070e-11 5.758e-11 6.162e-11 5.763e-11 8.881e-08 9.190e-11 3.411e-10 7.096e-11 6.281e-11 3.420e-10 7.613e-11 2.103e-04 7.266e-10 5.336e-07 1.296e-10 4.011e-10 2.744e-10 2.657e-04 7.112e-04 2.252e-10 1.556e-04 1.749e-03 2.981e-03 9.547e-04 4.488e-09 4.016e-03 1.139e-01 5.551e-01 3.108e-01 9.125e-03 3.834e-07 4.301e-09 1.037e-09 1.050e-06 4.139e-10 2.431e-10 3.332e-10 1.287e-09 3.449e-10 3.416e-10 2.833e-10 2.314e-10 7.467e-10 1.122e-09 1.139e-10 7.441e-11 2.826e-10 1.032e-10 6.014e-11 8.132e-11 9.948e-11 2.584e-10 1.150e-10 5.327e-11 6.613e-11 5.750e-10 5.171e-11 6.782e-11 1.375e-10 5.055e-11 5.347e-11 5.376e-11 5.045e-11 1.337e-05 5.052e-11 6.991e-11 5.045e-11 5.045e-11 5.089e-11 5.045e-11 5.045e-11 5.058e-11 5.045e-11 5.045e-11 5.045e-11 5.050e-11 5.046e-11 5.045e-11 5.045e-11 5.045e-11 5.045e-11 5.045e-11 5.045e-11 5.045e-11 3.901e-10 +98 TP 1 5.554e-01 1.116e-03 2.840e-04 2.278e-03 1.805e-03 9.709e-02 4.318e-03 2.045e-03 7.451e-04 4.436e-10 7.860e-04 2.410e-02 6.508e-04 6.561e-03 9.325e-04 1.050e-01 2.062e-04 2.137e-03 3.147e-04 3.410e-03 1.076e-02 4.212e-10 1.760e-02 1.310e-02 3.219e-02 1.427e-03 1.867e-04 7.704e-03 5.213e-02 2.629e-03 1.649e-03 6.350e-03 1.329e-02 2.149e-03 9.685e-03 1.763e-03 4.801e-03 1.106e-03 6.161e-03 6.179e-03 +98 TP 2 4.042e-03 3.676e-01 8.959e-07 1.027e-03 2.842e-09 5.805e-10 2.679e-09 4.278e-09 2.106e-03 8.260e-03 8.936e-04 1.282e-09 1.415e-09 1.318e-04 1.778e-01 4.146e-04 6.040e-10 1.077e-09 1.378e-10 1.356e-09 9.180e-10 1.124e-02 1.226e-03 2.138e-03 1.823e-04 8.039e-08 3.493e-09 1.740e-04 2.088e-03 4.351e-05 1.324e-09 3.063e-01 3.306e-03 9.604e-02 8.850e-07 1.008e-09 1.496e-02 6.086e-10 2.651e-09 5.504e-09 +98 TP 3 3.020e-03 1.910e-09 3.614e-01 4.935e-08 7.135e-02 4.382e-10 2.896e-09 4.550e-09 8.715e-02 3.831e-03 1.194e-01 9.660e-09 1.072e-09 4.433e-04 7.650e-09 1.347e-03 5.770e-10 3.610e-09 8.570e-11 2.882e-09 4.545e-09 7.161e-03 6.875e-06 2.969e-09 1.248e-03 1.204e-09 4.549e-09 6.057e-08 1.868e-03 2.651e-09 1.778e-09 1.653e-05 1.689e-09 1.038e-02 2.748e-04 6.771e-03 7.886e-03 4.330e-10 2.517e-09 3.165e-01 +98 TP 4 7.427e-04 2.236e-05 2.017e-06 3.601e-01 2.191e-02 1.595e-05 1.146e-01 4.890e-04 1.518e-01 3.787e-03 2.273e-05 9.161e-09 4.427e-03 8.071e-11 8.892e-04 9.100e-04 2.473e-09 1.244e-04 3.512e-11 5.203e-02 8.710e-10 1.738e-03 2.437e-06 1.976e-10 4.224e-04 6.214e-10 8.035e-09 2.473e-04 5.969e-04 1.210e-03 2.349e-01 8.783e-10 9.517e-05 8.504e-03 4.340e-05 3.777e-02 2.614e-03 3.213e-10 4.913e-09 1.034e-09 +98 TP 5 8.204e-03 1.791e-01 2.511e-02 2.397e-09 1.668e-01 3.989e-10 3.305e-03 1.828e-09 1.487e-08 4.757e-02 1.954e-01 3.199e-03 1.048e-09 1.106e-10 9.273e-02 1.974e-03 1.097e-09 2.574e-05 5.579e-11 3.395e-04 2.299e-09 1.438e-02 3.220e-03 1.337e-08 9.112e-04 1.475e-02 6.862e-03 1.233e-02 2.268e-03 1.190e-02 5.731e-09 8.617e-10 8.577e-09 1.487e-01 4.641e-03 1.285e-08 3.678e-02 4.281e-04 1.906e-02 1.471e-09 +98 TP 6 7.030e-02 2.538e-03 1.368e-03 2.878e-03 4.004e-03 5.498e-01 6.575e-03 3.651e-03 2.850e-03 5.344e-10 8.505e-10 1.014e-01 1.701e-03 2.118e-03 2.265e-03 2.394e-02 4.117e-04 3.114e-03 2.346e-05 4.316e-03 1.483e-02 1.736e-09 3.637e-02 3.073e-02 1.099e-02 3.915e-03 9.062e-04 1.599e-02 1.823e-02 1.891e-03 3.485e-03 1.023e-02 1.855e-02 2.375e-03 1.779e-02 4.971e-03 2.142e-03 5.183e-04 1.381e-02 9.022e-03 +98 TP 7 1.465e-03 4.542e-03 2.685e-06 5.670e-08 2.631e-02 3.527e-10 1.899e-01 9.281e-02 1.024e-09 3.083e-03 2.335e-03 1.149e-03 3.736e-02 5.352e-11 5.898e-03 1.662e-04 1.033e-02 1.473e-01 5.006e-11 1.537e-01 2.443e-03 1.796e-03 1.209e-03 2.016e-10 4.163e-05 1.010e-09 1.456e-08 1.336e-03 3.384e-04 8.645e-02 1.056e-01 5.195e-05 7.331e-10 1.358e-02 6.104e-04 1.031e-01 4.501e-03 1.777e-03 5.317e-04 2.151e-04 +98 TP 8 6.624e-05 9.875e-05 5.501e-04 3.892e-04 3.308e-03 5.522e-05 2.653e-03 5.215e-01 8.002e-10 9.818e-04 1.210e-10 1.843e-05 1.364e-01 8.493e-12 7.396e-04 1.154e-04 9.702e-04 1.700e-02 7.485e-12 5.187e-02 7.793e-11 3.781e-04 2.049e-04 2.445e-10 5.093e-05 2.876e-10 3.663e-03 3.232e-04 1.516e-04 1.497e-02 9.697e-03 7.614e-11 6.682e-11 2.422e-03 1.987e-07 2.301e-01 1.075e-03 3.786e-11 1.855e-04 8.625e-08 +98 TP 9 4.749e-04 7.392e-03 7.627e-02 1.086e-01 5.661e-02 1.883e-10 2.330e-01 1.614e-03 4.032e-01 5.844e-03 2.074e-09 1.902e-04 2.173e-05 5.267e-05 5.370e-03 1.427e-03 1.166e-04 1.009e-09 3.675e-05 5.676e-03 1.468e-09 3.827e-03 3.523e-04 3.362e-10 4.638e-04 1.433e-09 1.988e-09 2.547e-03 9.050e-04 7.145e-10 5.906e-04 6.902e-10 1.591e-09 2.103e-02 7.438e-04 5.794e-03 5.981e-03 1.748e-10 1.338e-03 5.054e-02 +98 TP 10 1.568e-02 7.606e-10 7.838e-10 4.653e-10 1.240e-08 1.854e-09 7.214e-10 4.856e-10 1.072e-09 1.890e-01 7.029e-10 1.705e-02 4.385e-10 2.610e-04 6.685e-09 1.091e-02 9.267e-10 6.294e-10 9.134e-11 8.898e-10 2.088e-09 5.450e-02 1.757e-02 1.003e-02 5.303e-03 6.751e-10 4.658e-09 1.486e-01 6.816e-03 6.162e-10 5.640e-10 9.131e-10 2.927e-01 5.741e-03 5.517e-02 6.401e-10 1.531e-01 4.394e-10 1.759e-02 8.970e-10 +98 TP 11 1.537e-03 6.269e-02 3.211e-02 1.197e-02 1.878e-09 4.164e-04 3.763e-02 1.265e-02 2.904e-09 5.680e-03 3.820e-01 3.742e-04 3.520e-04 1.356e-10 1.827e-02 1.739e-03 1.411e-09 3.959e-03 1.046e-10 1.205e-02 1.063e-05 5.845e-03 1.259e-03 6.089e-09 1.627e-04 3.578e-09 3.918e-09 4.323e-03 7.618e-04 3.478e-03 5.542e-03 8.447e-02 1.123e-09 4.201e-02 2.194e-03 8.262e-03 3.574e-03 1.268e-09 1.416e-03 2.532e-01 +98 TP 12 1.873e-02 1.616e-03 6.224e-04 1.778e-03 3.663e-03 9.080e-10 1.298e-02 3.806e-03 4.518e-03 1.210e-09 1.302e-03 5.293e-01 1.245e-03 6.105e-04 3.779e-03 7.237e-03 6.084e-04 4.998e-03 6.043e-11 3.490e-03 1.502e-02 9.121e-02 1.128e-01 4.978e-02 4.888e-03 1.195e-03 8.476e-04 2.194e-02 7.043e-03 2.950e-03 3.793e-03 1.180e-02 2.010e-02 6.197e-03 2.364e-02 4.754e-03 1.612e-09 1.031e-03 1.236e-02 8.369e-03 +98 TP 13 3.937e-04 1.182e-03 7.421e-04 1.456e-03 4.125e-03 1.475e-10 1.479e-04 2.537e-01 1.468e-10 1.057e-03 9.062e-11 2.825e-04 5.664e-01 1.304e-11 3.301e-04 4.901e-05 7.072e-03 8.433e-02 1.299e-11 1.105e-02 1.039e-10 4.269e-04 4.456e-04 1.558e-04 1.080e-05 1.700e-10 6.295e-03 4.254e-04 6.865e-05 1.605e-02 5.925e-03 8.110e-11 2.087e-10 3.385e-03 2.828e-04 3.254e-02 1.336e-03 2.608e-07 3.592e-04 1.131e-10 +98 TP 14 8.334e-03 1.145e-10 1.908e-04 7.967e-11 8.648e-11 3.970e-03 2.545e-04 9.019e-05 8.495e-11 2.446e-10 3.683e-10 2.385e-03 6.466e-11 6.836e-01 6.111e-10 1.626e-02 5.274e-11 6.673e-11 7.467e-02 2.056e-10 1.131e-03 1.137e-10 1.001e-03 1.641e-03 1.637e-01 5.204e-10 9.161e-11 6.860e-04 3.965e-02 6.645e-11 2.729e-10 3.758e-04 1.014e-03 2.337e-10 5.083e-04 5.458e-05 1.745e-10 5.286e-11 2.704e-04 2.173e-04 +98 TP 15 1.624e-03 3.206e-02 7.589e-03 8.237e-03 1.814e-02 1.445e-04 3.856e-02 1.084e-02 8.847e-03 1.178e-02 3.182e-09 1.133e-03 3.088e-03 6.804e-06 4.639e-01 7.657e-04 1.446e-03 1.332e-02 7.926e-11 9.857e-03 5.533e-03 4.408e-03 5.110e-05 1.045e-08 3.976e-10 5.367e-02 2.850e-03 1.917e-03 1.709e-04 8.029e-03 3.944e-03 1.508e-01 2.041e-09 7.467e-02 2.109e-09 9.617e-03 7.299e-03 4.051e-09 1.936e-03 4.379e-02 +98 TP 16 1.081e-01 1.630e-03 4.724e-04 1.137e-03 9.638e-04 3.684e-02 3.680e-03 1.476e-03 1.397e-03 1.141e-09 8.791e-04 1.695e-02 3.008e-04 1.281e-02 6.365e-04 5.344e-01 5.978e-04 1.162e-03 3.858e-04 2.320e-03 9.459e-03 2.096e-03 1.176e-02 1.229e-02 6.320e-02 1.217e-03 1.991e-03 8.162e-03 1.230e-01 3.469e-04 1.271e-03 6.306e-03 9.195e-03 1.758e-03 9.245e-03 1.531e-03 2.294e-03 1.047e-05 5.023e-03 3.784e-03 +98 TP 17 9.533e-04 1.024e-03 6.127e-09 1.683e-09 1.984e-02 1.916e-04 4.366e-09 6.056e-06 1.017e-09 7.675e-03 9.595e-10 1.440e-03 2.489e-01 2.211e-10 1.486e-03 1.366e-03 4.402e-01 1.748e-01 2.132e-10 5.821e-03 7.151e-10 4.632e-03 1.234e-03 1.353e-06 4.612e-04 6.252e-04 5.013e-09 2.975e-03 5.914e-04 5.923e-02 2.043e-03 1.504e-09 7.978e-04 1.995e-02 1.317e-03 2.101e-08 1.606e-03 8.953e-04 3.511e-09 7.541e-10 +98 TP 18 1.621e-03 6.383e-03 6.277e-03 1.659e-02 2.818e-02 2.131e-09 2.158e-02 6.491e-09 1.089e-08 7.654e-03 1.178e-06 1.304e-03 1.522e-01 3.349e-11 6.983e-03 5.215e-04 2.297e-02 4.353e-01 2.312e-11 2.327e-02 3.165e-10 2.437e-03 7.329e-04 4.270e-08 5.740e-05 2.905e-04 3.543e-02 2.899e-03 2.712e-10 1.294e-01 6.753e-02 3.294e-09 2.380e-10 1.765e-02 2.195e-03 2.009e-09 5.609e-03 1.560e-03 2.182e-03 1.179e-03 +98 TP 19 4.001e-04 8.269e-11 8.422e-11 1.345e-10 8.303e-11 3.198e-04 9.272e-11 8.356e-11 8.746e-11 8.301e-11 1.189e-10 1.651e-10 8.244e-11 1.336e-01 8.346e-11 1.259e-03 8.235e-11 9.178e-11 8.489e-01 8.381e-11 8.862e-11 1.305e-10 1.062e-10 5.607e-05 1.182e-02 1.075e-10 1.652e-10 8.171e-05 3.301e-03 8.199e-05 1.054e-10 4.724e-05 8.635e-11 8.330e-11 8.256e-11 8.304e-11 1.043e-10 8.239e-11 8.783e-11 1.094e-04 +98 TP 20 3.744e-04 9.448e-04 7.499e-10 2.600e-02 6.437e-03 5.331e-11 2.028e-07 7.913e-02 1.451e-07 1.931e-03 1.828e-05 1.032e-04 9.856e-03 6.248e-05 1.154e-03 3.992e-04 3.121e-04 1.783e-02 1.158e-11 3.592e-01 1.430e-10 1.429e-03 1.259e-04 1.181e-10 1.262e-04 5.268e-04 4.126e-03 3.108e-04 4.304e-04 5.353e-02 1.738e-01 1.633e-04 3.145e-10 3.504e-03 1.618e-04 2.561e-01 1.757e-03 4.141e-11 1.116e-04 4.001e-06 +98 TP 21 2.034e-03 3.956e-02 6.560e-03 1.185e-02 4.539e-02 1.678e-04 6.987e-02 2.805e-02 2.822e-02 2.163e-02 2.760e-09 1.387e-03 1.795e-02 1.394e-10 1.037e-01 1.892e-03 2.470e-03 3.009e-02 1.084e-10 2.611e-02 1.221e-01 3.191e-03 2.495e-03 1.459e-09 8.440e-10 9.683e-10 5.675e-09 1.161e-02 3.419e-04 3.120e-02 2.451e-02 1.677e-01 2.183e-03 6.540e-02 3.673e-03 3.394e-02 8.739e-03 4.040e-03 4.431e-08 8.196e-02 +98 TP 22 2.405e-01 1.222e-08 4.073e-10 2.845e-09 8.472e-10 3.947e-01 1.320e-03 4.186e-10 8.380e-04 5.198e-10 2.531e-10 9.248e-10 1.107e-09 4.386e-03 7.987e-10 1.056e-01 1.666e-04 1.267e-06 1.179e-10 3.417e-10 1.187e-09 1.580e-01 5.856e-10 3.968e-10 3.276e-02 7.477e-10 1.184e-09 4.444e-10 5.877e-02 5.841e-09 1.272e-09 2.762e-10 4.024e-10 2.428e-03 1.594e-09 5.344e-09 1.033e-09 5.193e-04 8.806e-10 1.207e-09 +98 TP 23 2.001e-02 3.371e-03 5.632e-04 3.545e-03 4.829e-03 7.724e-10 8.495e-03 4.580e-03 3.626e-03 8.759e-06 1.651e-09 9.736e-02 3.288e-03 1.283e-04 3.145e-03 8.106e-03 5.695e-04 6.258e-03 6.845e-11 5.021e-03 1.747e-02 7.086e-02 4.445e-01 1.208e-01 5.388e-03 4.174e-03 2.399e-03 3.042e-02 8.693e-03 3.823e-03 3.267e-03 1.549e-02 2.924e-02 8.056e-03 3.304e-02 3.514e-03 9.022e-10 1.149e-03 1.490e-02 9.924e-03 +98 TP 24 1.135e-02 3.659e-03 8.628e-04 2.279e-03 7.166e-03 1.678e-03 1.430e-02 2.176e-03 6.266e-03 2.812e-09 8.431e-04 1.765e-02 5.827e-03 2.977e-04 7.114e-03 7.935e-03 4.939e-04 9.399e-03 7.129e-11 5.470e-03 2.032e-02 3.160e-02 6.546e-02 4.585e-01 2.286e-03 6.213e-03 1.994e-03 5.910e-02 4.295e-03 3.966e-03 3.478e-03 1.385e-02 4.326e-02 8.619e-03 1.187e-01 3.583e-03 1.297e-02 1.080e-03 2.452e-02 1.144e-02 +98 TP 25 2.950e-02 1.150e-05 1.261e-04 2.198e-10 5.520e-09 1.691e-02 1.291e-03 7.155e-04 3.469e-04 1.569e-09 8.941e-10 8.159e-03 2.325e-04 1.266e-01 6.985e-04 4.499e-02 8.360e-06 5.067e-04 5.443e-03 5.442e-04 3.915e-03 1.912e-04 6.663e-03 4.357e-03 6.013e-01 4.311e-04 1.426e-09 3.660e-03 1.254e-01 5.119e-04 8.648e-04 2.768e-03 3.733e-03 6.014e-04 3.359e-03 5.983e-04 5.502e-04 6.614e-05 2.561e-03 2.405e-03 +98 TP 26 5.775e-03 8.225e-05 2.801e-03 2.067e-09 4.312e-09 7.970e-04 3.500e-09 1.303e-09 3.925e-09 4.403e-02 2.996e-03 5.092e-03 1.371e-09 6.335e-05 1.046e-08 2.037e-03 8.259e-04 3.598e-03 5.265e-10 1.698e-06 3.990e-01 9.394e-03 1.067e-03 1.697e-09 6.166e-04 3.591e-01 3.911e-09 9.103e-03 2.996e-03 6.316e-09 1.356e-03 6.354e-09 1.511e-09 2.774e-09 4.449e-03 1.217e-08 3.462e-02 6.306e-10 1.102e-01 3.684e-09 +98 TP 27 6.311e-03 1.249e-09 2.401e-09 3.494e-09 5.067e-05 2.692e-03 2.412e-03 6.429e-02 4.498e-09 1.866e-02 3.125e-09 2.174e-02 7.255e-02 3.641e-04 7.194e-04 6.822e-03 1.802e-02 1.471e-01 1.145e-10 1.317e-03 8.680e-09 9.225e-03 1.323e-02 5.574e-03 3.431e-03 3.843e-03 5.328e-01 1.185e-02 2.257e-03 1.458e-07 1.529e-06 1.777e-09 1.287e-08 2.649e-03 1.435e-02 1.592e-04 2.034e-02 2.252e-10 1.725e-02 1.693e-09 +98 TP 28 5.595e-03 5.728e-03 1.773e-03 3.870e-03 9.569e-03 3.987e-10 1.783e-02 7.515e-03 5.601e-03 8.428e-10 6.444e-05 3.545e-03 4.385e-03 2.164e-04 8.182e-03 3.148e-03 4.242e-10 6.246e-03 6.168e-11 5.764e-03 3.416e-02 1.256e-02 3.797e-03 8.243e-10 1.252e-03 8.633e-03 4.982e-03 3.683e-01 4.080e-03 5.552e-03 4.222e-03 1.772e-02 1.551e-01 1.276e-02 1.299e-01 5.546e-03 8.352e-02 1.565e-03 4.374e-02 1.368e-02 +98 TP 29 5.070e-02 6.699e-04 9.176e-10 1.167e-03 1.310e-03 2.591e-02 4.622e-03 4.322e-04 1.111e-03 1.046e-09 8.432e-06 1.588e-02 5.278e-04 3.636e-02 9.442e-04 1.050e-01 1.085e-04 8.040e-04 1.526e-03 1.312e-03 6.372e-03 3.214e-03 1.055e-02 7.455e-03 1.348e-01 1.161e-03 8.007e-10 5.422e-03 5.466e-01 6.557e-09 1.416e-03 5.141e-03 7.893e-03 1.251e-03 5.682e-03 2.346e-03 1.823e-03 4.749e-04 5.811e-03 4.100e-03 +98 TP 30 3.061e-03 2.584e-02 1.118e-01 6.226e-02 1.542e-01 4.214e-10 1.071e-09 1.033e-07 2.399e-01 1.697e-02 5.334e-04 9.298e-04 3.136e-07 1.402e-07 2.434e-02 3.628e-04 6.829e-09 5.881e-02 3.409e-11 1.448e-09 7.611e-10 9.213e-03 6.723e-04 3.152e-10 2.310e-04 5.038e-03 4.115e-02 7.370e-03 7.198e-04 1.633e-01 6.521e-09 2.202e-09 5.184e-08 4.768e-02 1.769e-03 2.135e-09 1.639e-02 1.242e-10 7.375e-03 9.323e-10 +98 TP 31 8.788e-04 9.599e-04 4.072e-10 1.319e-01 3.264e-03 1.584e-09 7.415e-06 3.530e-02 1.426e-05 6.255e-04 2.077e-03 6.358e-04 8.353e-03 3.545e-11 1.819e-09 3.796e-04 7.670e-04 3.821e-02 1.706e-11 2.418e-01 1.296e-10 9.443e-04 4.846e-04 1.374e-10 1.891e-10 4.037e-10 8.980e-06 5.477e-04 2.242e-04 6.951e-02 3.584e-01 5.260e-10 1.513e-10 4.061e-03 5.630e-04 9.887e-02 1.050e-03 1.635e-10 2.328e-04 1.955e-08 +98 TP 32 1.165e-09 1.578e-09 1.945e-02 3.940e-02 6.225e-02 1.367e-07 9.817e-02 2.418e-02 2.099e-02 6.679e-03 3.791e-02 1.257e-03 1.846e-02 7.933e-11 6.747e-03 1.451e-03 3.081e-03 5.647e-02 6.859e-11 4.135e-02 6.377e-03 4.372e-09 1.402e-03 1.159e-09 5.976e-04 3.661e-09 1.347e-08 5.554e-03 1.633e-09 3.581e-02 2.421e-02 2.007e-01 2.292e-03 3.218e-02 1.231e-03 2.929e-02 4.697e-03 2.287e-03 7.294e-04 2.148e-01 +98 TP 33 4.523e-03 8.374e-03 2.830e-03 7.398e-03 1.241e-02 1.261e-09 2.147e-02 8.844e-03 6.749e-03 2.203e-09 2.683e-03 7.372e-03 6.260e-03 2.144e-04 8.440e-03 3.214e-03 1.229e-03 1.645e-02 6.591e-11 7.857e-03 7.253e-02 1.159e-02 7.326e-03 3.068e-03 1.520e-03 1.502e-02 2.634e-09 6.117e-02 3.443e-03 1.224e-02 8.860e-03 3.079e-02 3.975e-01 2.548e-02 2.210e-02 1.192e-02 3.836e-02 1.302e-03 1.245e-01 2.494e-02 +98 TP 34 1.275e-02 3.084e-09 6.463e-09 9.066e-10 3.089e-03 2.095e-09 1.418e-09 5.296e-10 3.656e-09 1.966e-01 1.088e-09 1.533e-02 3.891e-10 7.994e-04 2.801e-03 9.339e-03 3.352e-09 1.998e-09 8.004e-11 7.442e-10 9.360e-10 4.151e-02 1.378e-02 8.883e-03 4.283e-03 1.648e-01 8.378e-03 5.597e-02 8.250e-03 1.178e-03 1.317e-09 9.244e-10 1.760e-09 1.458e-01 3.424e-02 1.072e-09 9.096e-02 1.056e-03 1.801e-01 2.007e-09 +98 TP 35 7.022e-03 5.186e-03 2.202e-03 4.608e-03 6.221e-03 1.792e-09 1.294e-02 6.092e-03 9.544e-04 9.794e-10 1.925e-03 7.499e-03 3.905e-03 2.750e-04 4.265e-03 3.735e-03 1.138e-03 6.473e-03 1.364e-10 5.251e-03 2.418e-02 1.475e-02 1.978e-03 2.866e-02 1.094e-03 5.003e-03 3.201e-03 1.768e-01 1.668e-03 7.122e-03 1.607e-03 1.687e-02 7.592e-02 9.513e-03 4.057e-01 6.471e-03 9.160e-02 1.992e-03 3.470e-02 1.150e-02 +98 TP 36 2.191e-04 7.119e-04 2.004e-03 5.823e-03 5.533e-03 2.055e-05 2.685e-06 2.468e-01 3.456e-05 8.483e-04 3.994e-10 2.864e-04 2.249e-02 9.056e-06 5.220e-04 9.298e-05 5.614e-04 2.151e-09 8.378e-12 1.961e-01 8.261e-11 8.056e-04 2.912e-04 1.247e-10 1.000e-04 1.314e-10 4.454e-03 5.302e-04 1.424e-04 2.880e-02 4.941e-02 1.819e-10 8.093e-11 2.888e-03 9.557e-05 4.279e-01 1.241e-03 4.362e-11 2.248e-04 1.156e-03 +98 TP 37 5.237e-02 3.717e-10 7.237e-10 3.658e-10 1.966e-09 2.432e-08 4.764e-10 4.177e-10 8.363e-10 6.693e-10 4.823e-10 1.325e-01 4.088e-10 1.220e-03 3.624e-10 2.951e-02 1.161e-04 4.810e-10 7.595e-05 2.983e-10 4.905e-10 1.876e-01 1.804e-01 2.631e-01 1.063e-02 3.996e-10 9.894e-10 6.081e-10 1.825e-02 7.718e-10 3.282e-10 4.703e-10 5.282e-10 9.870e-10 1.266e-03 4.582e-10 1.229e-01 1.952e-10 7.068e-10 5.506e-10 +98 TP 38 5.293e-03 4.035e-09 8.148e-10 2.193e-03 1.896e-02 7.871e-10 1.265e-08 2.611e-09 7.989e-10 1.488e-02 9.177e-10 1.068e-03 7.203e-09 4.934e-10 8.128e-10 1.581e-03 5.153e-03 2.484e-02 3.825e-10 1.629e-09 9.245e-10 7.389e-03 4.396e-03 1.364e-09 1.611e-03 9.508e-10 3.633e-09 1.071e-03 2.170e-03 1.598e-02 4.077e-03 8.573e-10 6.488e-09 3.318e-02 8.172e-04 1.175e-09 2.601e-02 8.288e-01 5.560e-04 8.517e-10 +98 TP 39 3.082e-03 1.223e-02 4.655e-03 2.979e-03 1.290e-02 6.340e-10 1.917e-02 7.855e-03 9.167e-03 8.605e-02 2.805e-03 4.122e-03 6.135e-03 1.374e-04 1.325e-03 3.039e-03 1.013e-03 1.056e-02 5.833e-11 1.030e-02 1.613e-01 8.798e-03 2.512e-03 2.815e-09 5.482e-04 4.214e-02 7.838e-03 1.213e-02 1.813e-03 7.017e-03 6.003e-03 3.635e-02 1.539e-09 2.496e-02 8.452e-03 1.089e-02 2.400e-02 1.050e-03 4.216e-01 2.503e-02 +98 TP 40 4.097e-07 9.194e-09 1.305e-09 6.333e-02 5.145e-02 5.755e-10 2.545e-01 3.968e-02 7.481e-02 3.645e-03 9.097e-10 2.180e-03 1.826e-02 1.600e-10 6.856e-03 9.637e-10 4.743e-03 5.047e-02 5.370e-11 4.964e-02 1.624e-03 9.189e-04 1.025e-03 2.158e-09 2.089e-10 1.203e-09 1.825e-09 1.897e-03 2.855e-04 3.232e-02 3.052e-02 3.859e-05 2.004e-09 1.630e-02 1.870e-03 5.009e-02 2.619e-03 1.027e-03 1.448e-07 2.399e-01 +99 IP 1 4.000e-09 +99 IP 2 4.000e-09 +99 IP 3 4.000e-09 +99 IP 4 4.000e-09 +99 IP 5 4.000e-09 +99 IP 6 4.000e-09 +99 IP 7 4.000e-09 +99 IP 8 4.000e-09 +99 IP 9 4.000e-09 +99 IP 10 4.000e-09 +99 IP 11 4.942e-02 +99 IP 12 4.000e-09 +99 IP 13 4.000e-09 +99 IP 14 9.423e-01 +99 IP 15 4.000e-09 +99 IP 16 4.000e-09 +99 IP 17 4.000e-09 +99 IP 18 4.000e-09 +99 IP 19 3.870e-03 +99 IP 20 4.000e-09 +99 IP 21 4.000e-09 +99 IP 22 4.000e-09 +99 IP 23 4.000e-09 +99 IP 24 4.000e-09 +99 IP 25 4.392e-03 +99 IP 26 4.000e-09 +99 IP 27 4.000e-09 +99 IP 28 4.000e-09 +99 IP 29 4.000e-09 +99 IP 30 4.000e-09 +99 IP 31 4.000e-09 +99 IP 32 4.000e-09 +99 IP 33 4.000e-09 +99 IP 34 4.000e-09 +99 EP 1 9.242e-11 9.242e-11 9.242e-11 9.243e-11 9.259e-11 9.350e-11 9.405e-11 2.143e-10 3.570e-05 2.161e-09 2.004e-10 1.786e-10 2.138e-10 1.517e-10 2.146e-10 5.614e-04 4.468e-04 3.610e-03 1.181e-09 2.956e-10 2.608e-02 4.071e-01 4.766e-01 6.754e-02 8.411e-04 2.990e-03 4.105e-03 3.664e-03 3.625e-03 2.417e-04 6.534e-04 1.947e-04 1.018e-04 2.047e-04 4.295e-09 4.456e-04 4.619e-04 1.669e-09 3.552e-10 3.963e-04 2.321e-06 6.860e-05 1.161e-10 1.301e-10 1.706e-10 1.175e-10 1.767e-10 1.074e-10 1.537e-10 1.045e-10 9.984e-11 7.302e-10 1.279e-10 9.738e-11 9.491e-11 1.179e-10 9.327e-11 9.288e-11 1.173e-10 9.276e-11 9.554e-11 9.400e-11 9.283e-11 9.248e-11 9.251e-11 9.326e-11 9.250e-11 1.033e-10 9.242e-11 9.246e-11 9.268e-11 9.243e-11 9.243e-11 9.242e-11 9.243e-11 9.242e-11 9.243e-11 9.247e-11 9.242e-11 9.242e-11 9.244e-11 9.242e-11 9.242e-11 9.242e-11 9.242e-11 9.242e-11 9.242e-11 9.242e-11 9.242e-11 9.242e-11 1.201e-09 +99 EP 2 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.072e-10 1.067e-10 1.143e-10 1.292e-10 1.321e-10 1.127e-10 1.397e-10 1.465e-10 1.944e-10 3.793e-10 1.900e-10 4.702e-10 1.341e-09 1.615e-03 4.361e-10 8.142e-10 3.081e-09 1.880e-09 4.653e-10 3.887e-02 2.311e-01 2.956e-01 2.324e-01 9.514e-02 3.903e-02 2.043e-02 9.051e-03 6.885e-03 6.053e-03 3.874e-03 4.415e-03 5.328e-03 3.732e-03 1.422e-03 1.258e-03 2.157e-06 2.881e-04 3.441e-04 2.571e-05 2.064e-04 3.154e-10 1.607e-10 1.386e-10 1.325e-04 1.222e-04 2.342e-04 1.570e-10 1.195e-10 2.552e-10 1.204e-10 1.084e-10 1.418e-10 1.372e-10 1.779e-04 1.370e-10 1.589e-10 6.582e-10 1.368e-10 1.069e-10 1.073e-10 1.068e-10 1.058e-10 1.059e-10 1.058e-10 1.058e-10 1.064e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.076e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 1.058e-10 2.221e-03 +99 EP 3 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.240e-11 4.252e-11 4.433e-11 4.262e-11 5.016e-11 6.366e-05 5.424e-11 5.224e-11 5.351e-11 6.338e-11 1.539e-10 7.162e-11 6.788e-05 1.149e-04 1.254e-04 1.110e-10 1.322e-10 3.803e-04 3.074e-10 1.355e-04 1.996e-08 8.310e-04 3.949e-04 4.871e-04 2.586e-03 1.079e-03 2.934e-03 1.447e-04 7.035e-02 6.357e-01 2.831e-01 2.930e-09 1.720e-08 1.306e-03 1.405e-09 3.166e-10 6.085e-10 3.861e-10 2.031e-10 2.088e-10 1.369e-10 2.243e-05 8.698e-11 1.505e-10 9.610e-11 1.250e-10 8.337e-05 6.715e-11 5.751e-11 5.919e-11 7.306e-11 5.036e-11 4.540e-11 4.558e-11 6.630e-11 5.028e-11 6.533e-11 4.660e-11 4.346e-11 4.282e-11 4.290e-11 4.509e-11 2.846e-05 4.365e-11 4.239e-11 4.243e-11 4.571e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 4.239e-11 1.065e-10 +99 EP 4 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 4.013e-11 3.971e-11 3.973e-11 4.084e-11 7.133e-11 4.279e-11 4.094e-11 4.503e-11 4.166e-11 5.635e-11 1.007e-10 8.554e-11 2.229e-10 7.213e-11 6.296e-11 5.090e-11 1.019e-04 3.707e-10 1.938e-10 1.026e-04 1.887e-04 2.260e-04 3.249e-04 1.679e-09 3.672e-04 8.772e-04 3.499e-03 7.649e-03 3.214e-02 4.674e-01 4.290e-01 5.747e-02 9.277e-10 1.414e-09 5.850e-04 1.130e-09 7.052e-10 5.341e-05 2.990e-10 1.361e-10 8.256e-11 6.783e-11 1.342e-10 1.334e-10 1.173e-10 1.037e-10 7.888e-11 5.213e-11 9.437e-11 8.023e-11 1.911e-05 4.103e-11 4.389e-11 4.927e-11 4.550e-11 4.093e-11 4.014e-11 3.982e-11 4.002e-11 4.027e-11 4.018e-11 1.645e-10 4.128e-11 3.964e-11 3.987e-11 3.967e-11 3.969e-11 3.964e-11 3.964e-11 3.966e-11 3.964e-11 3.964e-11 4.006e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 3.964e-11 8.013e-11 +99 EP 5 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 1.114e-08 4.071e-11 4.204e-11 4.491e-11 4.313e-11 7.989e-11 8.354e-11 1.006e-10 4.292e-11 3.331e-05 4.458e-11 8.409e-11 6.117e-11 5.836e-11 5.530e-11 1.382e-10 8.454e-11 1.170e-04 1.019e-10 1.144e-10 4.233e-04 2.029e-04 1.704e-04 1.370e-06 5.642e-10 3.827e-04 2.899e-04 1.784e-03 1.284e-09 4.176e-02 2.231e-01 3.152e-01 2.495e-01 1.262e-01 3.603e-02 2.800e-03 2.556e-09 7.562e-10 1.146e-03 6.731e-10 3.905e-09 3.653e-10 1.038e-06 1.648e-04 2.912e-04 2.072e-10 5.781e-06 9.059e-05 4.670e-09 4.211e-10 6.933e-05 1.918e-10 1.364e-04 9.114e-09 1.170e-10 7.826e-11 9.400e-11 7.136e-11 1.147e-10 4.717e-05 4.183e-11 5.953e-05 6.505e-06 4.052e-11 7.810e-11 4.687e-11 4.065e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.695e-11 4.052e-11 4.052e-11 4.071e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 4.052e-11 8.308e-10 +99 EP 6 7.106e-12 7.106e-12 7.106e-12 7.106e-12 7.106e-12 8.043e-12 7.115e-12 7.134e-12 7.588e-12 7.348e-12 8.017e-12 5.029e-06 8.402e-12 8.305e-12 1.275e-11 8.405e-12 1.760e-11 9.755e-12 9.134e-12 3.899e-11 1.854e-11 4.345e-11 3.931e-09 1.735e-11 7.064e-06 3.357e-11 2.199e-05 6.082e-05 1.624e-04 1.856e-04 1.738e-04 4.049e-04 5.856e-04 1.411e-03 1.667e-03 2.844e-03 3.089e-10 1.529e-09 2.691e-01 4.086e-01 2.275e-01 7.159e-02 1.395e-02 3.721e-09 9.090e-10 4.315e-10 3.934e-10 1.617e-10 1.659e-10 1.636e-10 3.093e-04 2.421e-10 1.860e-10 1.105e-04 5.106e-11 8.454e-11 1.491e-04 3.300e-10 1.402e-08 4.946e-10 7.769e-06 3.519e-11 2.548e-11 1.825e-10 2.443e-05 2.130e-05 5.503e-06 9.706e-08 7.975e-12 3.038e-09 1.048e-11 5.370e-11 7.572e-12 7.264e-12 2.237e-11 7.106e-12 8.027e-12 1.259e-11 7.402e-12 7.106e-12 7.108e-12 7.106e-12 7.106e-12 7.106e-12 7.106e-12 7.106e-12 7.106e-12 7.106e-12 7.106e-12 7.106e-12 1.051e-03 +99 EP 7 8.480e-11 8.480e-11 8.480e-11 8.481e-11 8.482e-11 8.938e-11 8.522e-11 8.530e-11 7.442e-05 9.777e-11 9.061e-11 1.048e-10 1.556e-10 9.802e-11 1.462e-10 1.996e-10 1.799e-10 2.256e-10 3.730e-06 2.236e-10 1.741e-10 4.301e-10 2.101e-05 1.132e-08 1.380e-09 1.547e-03 1.415e-03 2.546e-09 1.831e-02 3.781e-01 5.999e-01 5.484e-04 1.387e-09 5.150e-10 6.237e-10 6.503e-10 5.966e-08 4.422e-10 3.592e-10 6.877e-10 2.037e-10 1.541e-09 2.307e-10 1.404e-10 2.288e-10 6.654e-10 1.037e-10 6.078e-05 1.348e-10 1.000e-10 9.689e-11 9.511e-11 8.617e-11 8.626e-11 1.304e-10 9.674e-11 8.551e-11 8.554e-11 9.336e-11 8.711e-11 9.281e-11 8.646e-11 8.522e-11 8.514e-11 9.071e-11 8.551e-11 8.508e-11 8.520e-11 8.480e-11 8.481e-11 9.810e-11 8.481e-11 8.481e-11 8.481e-11 8.481e-11 8.480e-11 8.480e-11 8.481e-11 8.481e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 8.480e-11 1.402e-10 +99 EP 8 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.294e-10 1.309e-10 2.253e-10 1.681e-10 2.634e-10 1.659e-10 1.636e-10 9.567e-10 2.746e-10 3.669e-10 3.959e-10 1.001e-09 6.517e-04 1.097e-09 8.606e-10 3.518e-02 1.817e-01 2.612e-01 2.358e-01 1.568e-01 3.164e-02 1.330e-02 1.765e-02 1.788e-02 1.212e-02 1.086e-02 5.016e-03 6.276e-03 5.535e-03 2.529e-03 2.248e-03 4.172e-09 6.428e-04 1.019e-03 8.371e-05 2.301e-04 7.245e-04 3.012e-04 1.171e-04 1.222e-04 2.231e-10 1.702e-10 1.978e-10 1.517e-10 1.988e-10 1.367e-10 1.318e-10 1.319e-10 1.328e-10 1.404e-10 1.295e-10 1.610e-10 1.310e-10 1.484e-10 2.249e-10 2.437e-10 3.302e-05 1.313e-10 1.293e-10 1.291e-10 1.306e-10 1.290e-10 1.291e-10 1.290e-10 1.290e-10 1.294e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.313e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 1.290e-10 4.147e-04 +99 EP 9 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 6.026e-11 5.573e-11 5.579e-11 5.620e-11 5.732e-11 6.780e-11 5.736e-11 7.251e-11 5.950e-11 7.726e-11 6.252e-11 8.366e-11 8.758e-11 6.828e-11 6.633e-05 1.211e-06 4.234e-10 2.529e-04 1.454e-10 4.021e-07 3.515e-08 5.751e-04 1.130e-03 8.126e-04 7.908e-04 1.253e-03 1.610e-03 6.151e-03 1.336e-08 2.230e-01 5.580e-01 1.782e-01 2.367e-02 2.845e-03 4.942e-07 1.046e-03 3.335e-04 1.555e-04 1.270e-09 1.910e-10 2.929e-05 1.351e-10 2.229e-10 9.463e-10 2.042e-09 1.442e-10 9.909e-11 6.745e-05 6.983e-05 1.320e-10 1.034e-10 7.306e-11 8.804e-11 6.465e-11 6.641e-11 5.828e-11 8.672e-11 5.581e-11 5.654e-11 5.853e-11 5.635e-11 5.826e-11 5.677e-11 5.564e-11 5.579e-11 5.768e-11 5.565e-11 5.564e-11 5.564e-11 5.565e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 5.564e-11 1.591e-10 +99 EP 10 6.296e-12 6.296e-12 6.296e-12 6.296e-12 6.296e-12 6.565e-12 6.298e-12 6.313e-12 6.563e-12 6.399e-12 6.415e-12 9.278e-12 6.439e-12 6.634e-12 7.193e-12 6.695e-12 6.126e-06 7.241e-12 7.158e-12 9.275e-12 9.795e-12 2.804e-11 1.262e-11 1.111e-11 5.879e-09 1.746e-11 4.342e-05 1.847e-05 1.251e-10 8.228e-05 1.254e-04 3.499e-04 6.717e-04 5.886e-04 1.343e-03 2.786e-03 2.414e-03 5.414e-03 4.145e-10 8.042e-02 2.310e-01 2.540e-01 1.835e-01 1.110e-01 5.805e-02 2.995e-02 1.524e-02 8.570e-03 5.305e-03 2.847e-03 1.133e-03 1.313e-03 9.117e-04 5.253e-04 5.333e-04 5.124e-04 8.326e-05 2.692e-04 1.744e-04 1.268e-04 1.893e-04 1.078e-04 2.695e-10 7.901e-05 3.284e-10 4.646e-05 6.910e-05 7.516e-05 1.452e-11 5.009e-05 1.989e-05 3.304e-05 1.002e-11 7.940e-12 3.325e-06 6.296e-12 1.715e-11 9.040e-06 8.803e-12 6.296e-12 6.321e-12 6.296e-12 6.296e-12 6.296e-12 6.296e-12 6.296e-12 6.296e-12 6.296e-12 6.296e-12 6.296e-12 1.259e-05 +99 EP 11 5.409e-11 5.433e-11 5.434e-11 5.477e-11 6.497e-11 1.438e-03 1.446e-01 2.547e-01 3.069e-01 2.611e-01 2.665e-02 7.135e-10 1.593e-10 7.549e-04 1.005e-03 3.797e-04 7.372e-04 4.723e-04 5.604e-05 3.343e-04 2.027e-10 2.856e-10 4.010e-05 3.637e-04 2.154e-04 8.252e-11 6.758e-05 1.110e-10 1.878e-10 5.508e-05 6.995e-11 9.498e-05 7.762e-11 1.192e-10 1.080e-10 1.824e-10 1.647e-10 6.434e-11 5.871e-11 5.764e-11 5.676e-11 5.801e-11 6.462e-11 5.609e-11 5.632e-11 5.592e-11 6.555e-11 6.225e-11 5.513e-11 5.474e-11 5.415e-11 5.501e-11 5.427e-11 5.465e-11 5.422e-11 5.688e-11 5.426e-11 5.411e-11 5.420e-11 5.421e-11 6.125e-11 5.433e-11 5.410e-11 5.409e-11 5.410e-11 5.411e-11 5.410e-11 5.498e-11 5.409e-11 5.409e-11 5.411e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 5.409e-11 7.928e-11 +99 EP 12 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.181e-10 1.203e-10 1.324e-10 1.215e-10 4.339e-05 6.056e-04 2.010e-10 6.009e-09 3.379e-10 1.649e-10 2.171e-10 1.807e-04 7.806e-05 1.400e-09 2.232e-09 9.909e-10 5.429e-10 1.230e-04 1.295e-03 5.076e-10 1.503e-06 2.569e-03 5.172e-10 2.858e-09 5.114e-01 4.707e-01 1.814e-03 2.763e-09 2.637e-03 6.995e-04 4.300e-03 7.609e-04 6.640e-04 1.001e-03 6.468e-04 3.755e-10 2.166e-04 1.191e-09 4.468e-09 3.092e-10 2.039e-10 1.630e-10 1.496e-10 3.710e-10 2.568e-10 1.562e-10 1.337e-10 2.100e-04 1.624e-10 5.583e-10 1.329e-10 1.833e-06 1.265e-10 1.242e-10 2.215e-09 1.203e-10 1.160e-04 1.185e-10 1.272e-10 1.183e-10 1.234e-10 1.401e-10 1.181e-10 1.240e-10 1.180e-10 1.182e-10 2.153e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.181e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 1.180e-10 5.774e-10 +99 EP 13 1.151e-11 1.151e-11 1.151e-11 1.151e-11 1.152e-11 1.176e-11 1.152e-11 1.159e-11 1.192e-11 1.175e-11 1.179e-11 1.324e-11 1.180e-11 1.254e-11 1.209e-11 1.227e-11 1.542e-11 1.311e-11 1.518e-11 1.544e-11 1.587e-11 1.696e-05 6.608e-11 9.836e-06 9.572e-05 2.880e-11 4.371e-11 6.127e-05 6.084e-11 1.371e-09 1.684e-10 2.777e-10 2.531e-10 1.077e-04 1.261e-04 1.239e-03 2.042e-03 6.596e-07 2.811e-09 2.108e-09 1.369e-02 7.428e-02 1.277e-01 1.494e-01 1.381e-01 1.065e-01 7.678e-02 6.063e-02 4.118e-02 2.936e-02 2.105e-02 1.497e-02 1.068e-02 8.703e-03 5.916e-03 4.306e-03 3.531e-03 2.474e-03 2.120e-03 1.567e-03 1.131e-03 9.787e-04 6.404e-04 6.385e-04 7.761e-04 2.006e-04 4.043e-04 2.499e-04 2.303e-05 1.227e-04 3.416e-10 1.353e-04 6.909e-05 1.151e-05 1.206e-04 1.151e-11 1.151e-05 6.407e-05 2.303e-05 1.151e-11 1.204e-11 1.151e-11 1.151e-11 1.151e-11 1.151e-11 1.151e-11 1.151e-11 1.151e-11 1.151e-11 1.151e-11 9.784e-02 +99 EP 14 1.053e-10 2.106e-04 6.148e-02 1.874e-01 2.562e-01 3.388e-01 1.482e-01 7.576e-03 6.148e-10 1.533e-10 1.912e-10 1.098e-04 1.228e-10 1.530e-10 1.261e-10 1.425e-10 1.288e-10 1.093e-10 1.096e-10 1.107e-10 1.075e-10 1.164e-10 1.078e-10 1.082e-10 1.077e-10 1.114e-10 1.082e-10 1.064e-10 1.066e-10 1.123e-10 1.055e-10 1.073e-10 1.056e-10 1.058e-10 1.064e-10 1.064e-10 1.068e-10 1.054e-10 1.053e-10 1.053e-10 1.053e-10 1.054e-10 1.212e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.053e-10 1.057e-10 +99 EP 15 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.543e-11 3.548e-11 3.561e-11 3.556e-11 6.378e-11 1.472e-10 4.279e-11 4.588e-11 4.747e-11 5.533e-11 4.219e-05 2.605e-05 3.797e-05 8.935e-11 1.338e-10 7.481e-11 1.436e-10 1.002e-04 1.689e-04 3.615e-05 2.176e-10 2.382e-04 6.669e-04 1.267e-09 1.116e-03 5.015e-10 2.345e-10 9.168e-10 2.574e-03 9.957e-03 1.626e-01 3.484e-01 3.040e-01 1.381e-01 2.944e-02 2.334e-03 3.866e-10 4.119e-10 4.153e-10 1.984e-10 4.294e-10 1.490e-10 2.742e-10 2.232e-10 1.338e-10 1.915e-10 2.115e-10 1.965e-10 9.984e-11 1.998e-05 1.585e-10 6.622e-11 4.773e-11 5.613e-11 1.034e-10 1.078e-04 4.696e-11 4.834e-11 3.881e-11 4.535e-11 4.016e-11 4.175e-11 9.477e-11 1.081e-10 3.547e-11 3.826e-11 4.266e-11 3.587e-11 3.551e-11 3.545e-11 3.572e-11 3.542e-11 3.543e-11 3.569e-11 3.547e-11 3.542e-11 3.543e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 3.542e-11 1.897e-10 +99 EP 16 9.357e-12 9.357e-12 9.357e-12 9.357e-12 9.357e-12 1.033e-11 9.364e-12 9.391e-12 1.002e-11 9.693e-12 1.836e-11 6.268e-11 1.870e-11 1.592e-11 5.730e-11 1.335e-11 1.471e-11 2.937e-11 1.715e-11 1.937e-05 3.116e-11 5.071e-06 1.285e-05 4.501e-11 1.400e-05 7.335e-05 3.084e-10 5.354e-05 6.148e-05 2.684e-06 3.768e-04 5.146e-04 1.363e-03 1.740e-03 7.060e-03 1.924e-10 8.885e-02 4.837e-01 3.560e-01 5.939e-02 4.793e-10 2.677e-10 6.062e-10 6.153e-04 1.482e-09 9.623e-05 3.682e-10 7.948e-11 7.243e-11 4.671e-11 7.531e-06 9.776e-06 5.231e-11 8.173e-11 2.339e-11 2.211e-11 4.815e-07 6.704e-11 3.569e-11 4.061e-11 1.753e-05 1.509e-11 1.327e-11 1.759e-11 2.157e-11 1.924e-06 1.807e-11 4.672e-11 9.507e-12 3.594e-06 1.063e-11 1.573e-11 9.446e-12 9.379e-12 1.099e-11 9.357e-12 9.633e-12 1.042e-11 9.398e-12 9.357e-12 9.358e-12 9.357e-12 9.357e-12 9.357e-12 9.357e-12 9.357e-12 9.357e-12 9.357e-12 9.357e-12 9.357e-12 8.978e-11 +99 EP 17 2.203e-11 2.203e-11 2.203e-11 2.203e-11 2.203e-11 2.664e-11 2.208e-11 2.230e-11 2.775e-11 3.138e-11 6.372e-11 3.165e-11 5.863e-11 3.207e-11 4.694e-11 6.729e-11 3.211e-11 4.173e-11 4.157e-05 9.569e-11 9.441e-05 1.533e-04 2.336e-04 1.224e-04 4.773e-04 6.490e-04 9.929e-04 1.006e-03 3.201e-03 2.644e-03 1.952e-03 6.285e-03 1.066e-02 1.773e-02 2.632e-02 3.069e-02 4.741e-02 1.054e-01 1.634e-01 1.839e-01 1.486e-01 9.308e-02 6.394e-02 3.239e-02 1.816e-02 8.531e-03 7.231e-03 3.926e-03 1.797e-03 1.735e-03 1.540e-03 1.462e-03 8.825e-04 7.722e-04 7.999e-04 6.501e-04 6.803e-05 1.395e-04 2.532e-04 1.486e-10 2.908e-10 5.699e-05 9.328e-11 6.791e-10 2.206e-05 1.134e-10 8.103e-11 9.888e-11 2.381e-11 4.176e-09 5.669e-05 3.142e-11 2.915e-11 2.460e-11 3.053e-11 2.203e-11 2.762e-11 5.279e-11 2.533e-11 2.203e-11 2.234e-11 2.203e-11 2.203e-11 2.203e-11 2.203e-11 2.203e-11 2.203e-11 2.203e-11 2.203e-11 2.203e-11 1.051e-02 +99 EP 18 8.542e-11 8.542e-11 8.542e-11 8.542e-11 8.543e-11 1.818e-10 8.590e-11 8.737e-11 6.407e-10 1.452e-10 1.125e-10 1.831e-10 1.393e-10 1.198e-10 1.947e-05 3.154e-10 3.767e-10 8.800e-10 9.808e-10 6.864e-10 1.952e-10 7.118e-04 2.032e-04 1.027e-09 3.930e-04 2.946e-03 9.461e-10 4.116e-02 5.760e-01 3.668e-01 1.587e-09 1.470e-03 1.789e-03 2.517e-09 1.809e-09 1.651e-03 2.730e-03 1.415e-03 1.278e-03 4.284e-04 2.775e-04 7.296e-10 4.465e-04 1.716e-10 1.433e-04 1.047e-04 1.421e-10 2.512e-10 1.109e-10 1.220e-10 1.182e-10 1.132e-10 9.566e-11 9.916e-11 1.361e-10 9.271e-11 9.137e-11 8.874e-11 1.276e-10 8.792e-11 1.028e-10 9.620e-11 9.006e-11 8.600e-11 8.781e-11 8.758e-11 8.560e-11 8.600e-11 8.544e-11 8.548e-11 9.400e-11 8.545e-11 8.546e-11 8.544e-11 8.546e-11 8.542e-11 8.544e-11 8.545e-11 8.544e-11 8.542e-11 8.616e-11 8.542e-11 8.542e-11 8.542e-11 8.542e-11 8.542e-11 8.542e-11 8.542e-11 8.542e-11 8.542e-11 1.492e-09 +99 EP 19 6.429e-11 6.429e-11 6.429e-11 6.433e-11 6.552e-11 8.110e-11 7.532e-11 9.612e-11 1.632e-10 2.402e-10 1.240e-10 2.080e-10 2.354e-02 2.873e-01 3.177e-01 2.998e-01 4.461e-02 2.766e-03 2.342e-09 4.876e-03 3.566e-03 2.873e-03 2.264e-03 2.243e-03 1.988e-03 1.677e-03 1.218e-03 4.923e-04 9.238e-04 5.265e-04 3.458e-04 3.924e-09 5.325e-04 1.872e-08 2.975e-10 2.367e-10 5.237e-10 6.139e-05 2.785e-10 8.495e-11 1.011e-10 7.658e-11 8.132e-11 7.085e-11 6.956e-11 7.010e-11 7.141e-11 7.087e-11 6.807e-11 6.645e-11 6.527e-11 9.432e-11 6.698e-11 6.513e-11 6.883e-11 4.669e-05 6.524e-11 6.450e-11 6.556e-11 6.631e-11 7.916e-11 6.758e-11 6.446e-11 6.434e-11 6.439e-11 6.442e-11 6.441e-11 7.906e-11 6.429e-11 6.432e-11 6.438e-11 6.430e-11 6.429e-11 6.429e-11 6.430e-11 6.429e-11 6.431e-11 6.435e-11 6.429e-11 6.429e-11 6.432e-11 6.429e-11 6.429e-11 6.429e-11 6.429e-11 6.429e-11 6.429e-11 6.429e-11 6.429e-11 6.429e-11 6.927e-04 +99 EP 20 8.807e-11 8.807e-11 8.807e-11 8.809e-11 8.854e-11 9.234e-11 9.471e-11 1.236e-10 2.987e-09 2.394e-04 2.010e-10 1.780e-10 2.832e-10 2.257e-10 3.668e-10 3.234e-02 3.029e-01 3.465e-01 2.763e-01 2.452e-02 1.720e-03 3.388e-03 2.733e-03 2.791e-03 1.821e-03 3.940e-10 7.688e-04 9.584e-04 6.231e-04 5.945e-04 4.338e-10 2.199e-04 1.030e-04 3.518e-04 2.902e-04 1.906e-04 1.285e-04 6.260e-05 1.453e-10 3.894e-10 1.347e-10 1.349e-10 1.187e-04 1.033e-10 1.057e-10 9.257e-11 1.032e-10 2.156e-10 9.350e-11 8.954e-11 8.896e-11 2.656e-10 9.814e-11 8.880e-11 9.229e-11 7.441e-05 8.817e-11 8.816e-11 8.899e-11 9.244e-11 9.059e-11 9.300e-11 8.809e-11 8.811e-11 8.813e-11 8.815e-11 8.808e-11 1.627e-05 8.807e-11 8.807e-11 8.819e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.810e-11 8.807e-11 8.807e-11 8.810e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 8.807e-11 2.801e-04 +99 EP 21 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.651e-11 6.654e-11 7.093e-11 6.816e-11 1.077e-10 9.506e-11 1.955e-06 8.687e-11 1.396e-10 8.153e-11 1.764e-10 2.189e-10 1.836e-10 2.624e-10 4.764e-04 6.848e-05 1.326e-04 3.755e-04 2.469e-04 4.322e-10 1.342e-04 1.061e-03 7.863e-04 1.943e-04 5.783e-03 2.280e-03 5.481e-09 2.256e-01 6.525e-01 1.000e-01 1.465e-05 8.879e-03 8.960e-04 2.511e-04 3.171e-08 3.344e-10 3.517e-10 3.080e-10 1.524e-10 2.312e-10 2.323e-10 2.263e-04 2.061e-10 1.838e-09 2.036e-10 2.115e-10 1.878e-10 1.619e-10 9.722e-11 1.130e-10 8.156e-11 9.517e-11 7.236e-11 8.065e-11 9.911e-11 8.190e-11 8.860e-11 7.483e-11 7.100e-11 6.753e-11 6.775e-11 8.679e-11 9.328e-11 6.934e-11 6.648e-11 6.649e-11 8.195e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.650e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 6.648e-11 1.170e-04 +99 EP 22 7.444e-11 7.444e-11 7.444e-11 7.444e-11 7.444e-11 7.749e-11 7.487e-11 7.509e-11 8.094e-11 7.727e-11 8.712e-11 1.375e-10 1.082e-10 8.633e-11 1.001e-10 2.372e-10 5.815e-10 2.601e-04 6.731e-05 1.989e-10 1.319e-10 3.466e-10 2.221e-10 3.975e-04 4.535e-10 6.666e-04 2.540e-09 1.525e-09 5.713e-03 7.694e-10 1.551e-01 7.923e-01 3.995e-02 1.346e-09 3.270e-03 1.047e-09 5.907e-04 4.571e-04 8.384e-04 5.763e-10 9.076e-05 1.931e-10 1.436e-10 7.380e-10 1.427e-10 1.338e-10 2.307e-10 4.252e-05 8.697e-05 8.598e-11 1.132e-10 1.126e-10 8.127e-11 8.643e-11 9.160e-11 1.008e-10 7.611e-11 7.630e-11 8.185e-11 7.900e-11 8.690e-11 2.116e-10 7.504e-11 7.505e-11 8.104e-11 7.567e-11 7.937e-11 7.845e-11 7.445e-11 7.458e-11 7.493e-11 7.447e-11 7.444e-11 7.444e-11 7.446e-11 7.444e-11 7.446e-11 7.458e-11 7.444e-11 7.444e-11 7.445e-11 7.444e-11 7.444e-11 7.444e-11 7.444e-11 7.444e-11 7.444e-11 7.444e-11 7.444e-11 7.444e-11 1.803e-04 +99 EP 23 4.919e-11 4.919e-11 4.919e-11 4.919e-11 4.920e-11 4.850e-05 4.938e-11 5.231e-11 9.430e-11 6.254e-11 5.750e-11 8.548e-11 9.494e-11 6.565e-11 9.696e-11 8.307e-11 2.816e-10 7.201e-10 2.944e-10 1.615e-10 1.574e-10 2.862e-05 8.455e-04 3.824e-07 5.950e-10 1.050e-03 2.092e-09 1.114e-09 1.530e-02 9.947e-02 2.133e-01 2.043e-01 1.796e-01 1.287e-01 8.447e-02 3.835e-02 1.823e-02 1.320e-02 1.879e-03 3.154e-04 4.182e-08 3.941e-04 1.818e-09 1.251e-09 3.860e-10 2.756e-04 7.285e-10 5.340e-05 8.725e-05 1.225e-10 4.224e-10 1.962e-10 9.016e-11 1.796e-10 3.393e-08 1.257e-10 6.973e-11 8.047e-11 3.021e-10 7.797e-11 1.466e-10 1.500e-04 6.147e-11 5.819e-11 8.545e-11 5.241e-11 5.458e-11 5.580e-11 4.931e-11 5.113e-11 5.408e-11 4.990e-11 4.942e-11 4.926e-11 4.964e-11 4.919e-11 5.001e-11 5.400e-11 4.931e-11 4.919e-11 5.160e-11 4.919e-11 4.919e-11 4.919e-11 4.919e-11 4.919e-11 4.919e-11 4.919e-11 4.919e-11 4.919e-11 7.627e-10 +99 EP 24 8.421e-11 8.421e-11 8.421e-11 8.426e-11 8.438e-11 8.580e-11 8.746e-11 1.098e-10 1.509e-10 1.305e-04 1.218e-10 5.335e-10 1.868e-10 1.590e-10 3.733e-10 6.529e-10 1.856e-10 3.221e-03 7.034e-02 4.065e-01 4.390e-01 5.970e-02 1.777e-09 5.816e-03 4.837e-03 2.885e-03 1.308e-03 1.121e-03 2.016e-03 1.747e-03 4.973e-04 1.787e-04 1.380e-04 3.091e-10 2.410e-10 4.337e-10 4.589e-10 3.222e-10 4.614e-10 1.198e-04 3.497e-10 1.956e-06 1.606e-10 6.515e-07 1.113e-10 9.832e-11 3.002e-05 1.013e-10 3.193e-09 9.063e-11 8.703e-11 1.510e-10 1.547e-10 8.717e-11 9.100e-11 1.260e-10 8.524e-11 8.489e-11 9.184e-11 8.796e-11 8.696e-11 1.439e-10 8.472e-11 8.437e-11 8.451e-11 8.511e-11 8.456e-11 9.312e-11 8.422e-11 8.429e-11 8.464e-11 8.423e-11 8.422e-11 8.421e-11 8.423e-11 8.421e-11 8.425e-11 8.434e-11 8.421e-11 8.421e-11 8.430e-11 8.421e-11 8.421e-11 8.421e-11 8.421e-11 8.421e-11 8.421e-11 8.421e-11 8.421e-11 8.421e-11 4.248e-04 +99 EP 25 6.164e-11 6.164e-11 6.165e-11 6.174e-11 6.964e-11 1.062e-10 8.679e-11 9.898e-11 2.125e-10 4.198e-02 2.948e-01 3.160e-01 2.870e-01 3.955e-02 2.604e-03 3.164e-10 3.634e-03 3.085e-03 2.205e-03 2.227e-03 1.606e-03 1.385e-03 7.892e-04 5.047e-04 6.953e-04 2.968e-04 3.930e-05 4.857e-04 3.476e-05 4.343e-04 9.516e-05 3.925e-04 1.800e-10 3.387e-10 1.849e-10 7.456e-05 1.116e-10 6.714e-10 1.566e-04 9.633e-11 8.122e-11 7.139e-11 7.498e-11 6.535e-11 7.291e-11 7.073e-11 7.199e-11 7.366e-11 6.292e-11 6.272e-11 6.203e-11 6.795e-11 6.256e-11 6.349e-11 6.236e-11 7.851e-11 6.393e-11 6.173e-11 6.230e-11 6.214e-11 5.596e-10 6.253e-11 6.169e-11 6.167e-11 6.170e-11 6.174e-11 6.170e-11 6.730e-11 6.164e-11 6.166e-11 6.192e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.166e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 6.164e-11 3.870e-10 +99 EP 26 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.219e-11 9.220e-11 9.966e-11 9.619e-11 4.660e-09 1.610e-10 1.267e-10 1.419e-10 3.749e-10 1.146e-10 2.465e-10 4.940e-10 2.451e-04 3.020e-04 1.097e-09 1.485e-09 9.719e-06 1.021e-03 4.542e-10 3.703e-10 9.391e-06 6.953e-04 1.527e-04 9.996e-10 5.148e-09 1.171e-01 5.247e-01 3.169e-01 1.337e-02 1.352e-02 3.801e-03 3.863e-03 3.917e-03 2.546e-09 2.547e-08 6.682e-10 4.353e-10 4.783e-10 2.761e-10 2.212e-10 4.270e-10 5.014e-05 2.760e-10 4.726e-10 1.951e-10 5.084e-05 2.200e-10 7.640e-10 4.552e-10 2.002e-10 1.066e-10 5.822e-10 1.028e-10 1.107e-10 8.346e-09 1.369e-10 2.431e-10 9.222e-11 9.660e-11 9.246e-11 1.135e-10 1.168e-10 9.214e-11 9.859e-11 9.213e-11 9.217e-11 1.168e-04 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.215e-11 9.213e-11 9.213e-11 9.214e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 9.213e-11 1.517e-04 +99 EP 27 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 7.429e-11 6.907e-11 6.909e-11 6.986e-11 7.068e-11 7.575e-11 1.163e-10 7.169e-11 8.437e-11 2.698e-10 8.985e-11 2.050e-10 2.427e-10 2.632e-10 1.302e-10 1.265e-10 3.378e-10 4.089e-04 3.771e-05 9.234e-04 6.513e-04 9.164e-04 5.430e-04 5.997e-08 1.482e-03 1.796e-09 4.587e-02 7.292e-01 2.191e-01 1.048e-09 6.476e-08 7.519e-04 1.489e-09 8.459e-10 2.656e-08 7.011e-10 5.386e-10 1.836e-10 4.013e-05 1.797e-10 1.912e-10 2.048e-10 3.597e-05 2.061e-10 1.051e-10 6.436e-05 1.138e-10 8.232e-11 1.931e-10 1.601e-10 8.804e-11 7.022e-11 7.459e-11 7.795e-11 7.340e-11 9.550e-11 2.201e-10 6.991e-11 7.104e-11 8.406e-11 6.863e-11 8.299e-11 1.114e-10 6.862e-11 6.865e-11 6.877e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.869e-11 6.862e-11 6.862e-11 6.863e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 6.862e-11 5.653e-10 +99 EP 28 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 2.034e-11 1.897e-11 1.899e-11 1.936e-11 1.916e-11 3.188e-11 2.308e-11 4.035e-11 2.540e-11 3.511e-10 3.139e-11 2.558e-11 7.662e-05 4.678e-11 5.516e-11 5.324e-06 3.235e-06 6.479e-05 5.389e-11 7.171e-10 2.215e-10 1.174e-05 1.038e-04 1.114e-04 5.739e-05 4.388e-10 2.989e-04 2.644e-03 6.756e-03 3.395e-07 2.074e-01 5.888e-01 1.936e-01 5.111e-10 1.613e-09 5.305e-10 2.342e-10 2.388e-10 1.737e-10 1.382e-10 1.384e-10 2.192e-10 6.810e-11 1.882e-10 4.684e-11 5.342e-11 1.024e-10 5.564e-11 4.969e-11 3.280e-11 2.578e-11 7.301e-11 8.822e-11 2.656e-11 2.718e-06 4.359e-11 2.405e-11 2.036e-11 2.155e-11 2.234e-11 2.986e-11 2.059e-11 2.887e-11 1.898e-11 3.309e-11 2.010e-11 1.978e-11 1.899e-11 1.897e-11 1.921e-11 1.896e-11 1.897e-11 1.939e-11 1.897e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 1.896e-11 7.018e-11 +99 EP 29 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 7.587e-11 5.420e-11 5.402e-11 5.508e-11 5.578e-11 5.554e-11 7.095e-11 6.075e-11 7.106e-11 1.107e-10 6.679e-11 4.275e-10 1.235e-10 7.159e-11 7.490e-11 1.019e-10 7.724e-05 3.514e-05 1.382e-10 1.080e-09 3.640e-10 9.279e-04 3.858e-05 1.824e-03 3.228e-03 1.928e-03 1.269e-03 1.699e-09 4.291e-01 4.797e-01 7.991e-02 4.547e-06 5.646e-09 5.337e-08 7.947e-04 9.112e-04 2.710e-06 3.435e-10 3.710e-10 2.978e-10 3.575e-10 1.216e-04 1.308e-09 2.455e-05 9.490e-05 3.661e-10 8.301e-11 1.487e-10 3.961e-05 3.045e-05 1.753e-10 5.933e-11 8.610e-11 8.051e-11 6.409e-11 6.888e-11 1.157e-10 5.792e-11 6.850e-11 9.295e-11 5.351e-11 7.318e-11 4.004e-10 5.348e-11 5.369e-11 5.357e-11 5.349e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.368e-11 5.348e-11 5.348e-11 5.352e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 5.348e-11 3.261e-10 +99 EP 30 7.063e-11 7.063e-11 7.063e-11 7.064e-11 7.068e-11 7.798e-11 7.746e-11 7.589e-11 2.227e-10 1.280e-10 1.251e-10 6.977e-05 1.123e-10 1.016e-10 2.225e-10 5.100e-08 2.325e-10 7.277e-04 1.018e-09 3.005e-10 7.087e-10 6.434e-04 1.316e-03 3.973e-10 8.406e-10 1.314e-09 1.929e-01 6.912e-01 9.755e-02 9.143e-10 6.906e-03 4.218e-03 1.306e-03 1.317e-03 3.337e-10 2.722e-04 7.078e-10 7.345e-10 2.714e-10 2.121e-09 5.495e-10 1.851e-04 1.970e-04 1.670e-10 1.075e-10 9.935e-11 3.106e-10 9.670e-11 4.274e-10 8.475e-11 8.072e-11 1.626e-10 7.975e-11 8.961e-11 8.597e-11 8.960e-11 7.386e-11 7.477e-11 9.336e-11 7.302e-11 8.114e-11 7.416e-11 7.588e-11 7.119e-11 7.287e-11 8.305e-11 7.133e-11 7.322e-11 7.064e-11 7.084e-11 7.358e-11 7.069e-11 7.065e-11 7.063e-11 7.069e-11 7.063e-11 7.068e-11 7.090e-11 7.064e-11 7.063e-11 7.067e-11 7.063e-11 7.063e-11 7.063e-11 7.063e-11 7.063e-11 7.063e-11 7.063e-11 7.063e-11 7.063e-11 1.192e-03 +99 EP 31 1.665e-10 1.665e-10 1.665e-10 1.665e-10 1.666e-10 1.703e-10 1.666e-10 1.808e-09 1.727e-10 1.714e-10 1.688e-04 1.547e-04 2.025e-10 1.719e-10 1.768e-10 1.998e-10 2.081e-10 1.754e-04 2.013e-10 1.877e-10 2.404e-04 2.935e-04 3.122e-10 6.735e-09 2.255e-10 2.362e-10 2.211e-10 1.912e-04 2.627e-10 2.618e-10 2.719e-10 2.533e-10 2.476e-04 2.815e-10 3.261e-10 3.324e-10 2.398e-04 2.715e-10 4.086e-10 8.903e-05 4.162e-10 6.127e-04 3.714e-10 7.184e-10 1.291e-03 2.018e-03 7.578e-04 2.076e-04 2.436e-03 1.611e-03 1.503e-04 9.046e-04 3.064e-08 5.979e-04 4.353e-04 6.615e-05 1.170e-03 4.433e-04 6.743e-04 7.658e-04 3.026e-04 2.193e-10 2.300e-04 1.369e-09 1.801e-10 1.819e-10 4.453e-10 2.353e-10 2.000e-10 1.740e-10 1.835e-10 1.678e-10 2.041e-10 1.671e-10 2.371e-10 1.665e-10 2.415e-10 3.180e-10 6.373e-09 1.665e-10 6.658e-04 1.665e-04 1.665e-10 1.665e-10 1.665e-10 1.665e-10 1.665e-10 1.665e-10 1.665e-10 1.665e-10 9.827e-01 +99 EP 32 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.469e-10 1.514e-10 1.536e-10 2.077e-10 2.118e-10 4.769e-10 2.268e-10 2.889e-10 4.467e-10 4.583e-10 7.945e-10 1.360e-02 1.416e-01 2.072e-01 2.380e-01 1.642e-01 9.956e-02 3.400e-02 3.832e-03 1.545e-02 1.275e-02 1.436e-02 9.639e-03 1.157e-02 5.905e-03 3.937e-03 4.200e-03 5.725e-03 2.160e-03 1.556e-03 2.192e-03 2.636e-03 8.995e-04 1.377e-03 5.325e-04 8.747e-10 7.950e-04 2.277e-04 3.806e-09 2.032e-10 1.561e-10 2.068e-10 2.127e-10 1.703e-10 1.566e-10 1.527e-10 1.501e-10 1.493e-10 1.495e-10 1.521e-10 1.477e-10 1.488e-10 1.553e-10 1.475e-10 1.477e-10 3.802e-10 1.428e-04 9.402e-10 1.473e-10 1.470e-10 1.470e-10 1.469e-10 1.469e-10 1.489e-10 1.468e-10 1.469e-10 1.469e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.470e-10 1.469e-10 1.468e-10 1.468e-10 1.486e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 1.468e-10 2.058e-03 +99 EP 33 7.140e-11 7.140e-11 7.141e-11 7.141e-11 7.148e-11 7.273e-11 7.548e-11 3.357e-05 2.639e-10 2.648e-10 9.883e-11 1.410e-10 7.855e-05 1.521e-10 1.885e-10 1.384e-10 3.677e-10 8.074e-04 6.975e-04 1.995e-10 7.084e-08 4.285e-10 3.801e-02 4.122e-01 4.798e-01 4.554e-02 9.908e-10 8.519e-03 6.239e-03 3.697e-03 2.188e-03 7.572e-04 6.414e-04 4.118e-09 1.614e-07 1.528e-04 5.241e-10 4.710e-04 6.668e-10 2.841e-10 5.948e-10 2.057e-10 1.014e-10 1.062e-10 1.197e-10 9.113e-05 9.221e-11 8.223e-11 8.826e-11 1.110e-10 1.258e-10 1.129e-10 8.492e-11 7.873e-11 7.715e-11 8.498e-11 7.587e-11 7.704e-11 7.034e-05 7.238e-11 7.435e-11 7.585e-11 7.442e-11 7.178e-11 7.209e-11 7.442e-11 7.174e-11 7.477e-11 7.142e-11 7.152e-11 7.213e-11 7.145e-11 7.142e-11 7.141e-11 7.145e-11 7.140e-11 7.143e-11 7.156e-11 7.141e-11 7.140e-11 7.142e-11 7.140e-11 7.140e-11 7.140e-11 7.140e-11 7.140e-11 7.140e-11 7.140e-11 7.140e-11 7.140e-11 2.481e-10 +99 EP 34 7.807e-11 7.807e-11 7.807e-11 7.807e-11 7.814e-11 7.850e-11 9.222e-11 9.004e-11 3.612e-04 1.886e-10 1.529e-10 1.097e-10 2.208e-10 8.102e-05 9.615e-05 2.108e-10 8.108e-10 1.106e-09 2.407e-04 2.679e-10 3.968e-04 5.399e-04 1.662e-03 3.909e-10 5.001e-02 5.099e-01 4.201e-01 4.894e-03 4.134e-03 2.340e-03 5.179e-08 1.400e-03 1.210e-03 1.845e-03 6.641e-10 4.763e-10 7.178e-10 2.231e-04 2.180e-04 1.945e-04 1.649e-04 3.041e-10 4.670e-10 1.624e-10 1.327e-10 1.024e-10 1.471e-10 9.006e-11 1.077e-10 9.614e-11 9.072e-11 1.082e-10 8.845e-11 8.652e-11 8.238e-11 9.876e-11 8.454e-11 8.121e-11 1.187e-10 7.890e-11 8.118e-11 8.042e-11 9.701e-11 7.843e-11 7.822e-11 8.897e-11 7.820e-11 8.162e-11 7.807e-11 7.812e-11 7.877e-11 7.808e-11 7.808e-11 7.807e-11 7.808e-11 7.807e-11 7.808e-11 7.822e-11 7.807e-11 7.807e-11 7.808e-11 7.807e-11 7.807e-11 7.807e-11 7.807e-11 7.807e-11 7.807e-11 7.807e-11 7.807e-11 7.807e-11 2.210e-10 +99 TP 1 5.014e-01 1.018e-05 1.137e-02 7.881e-03 2.891e-03 8.742e-03 5.207e-03 2.917e-04 6.644e-04 1.009e-02 4.226e-03 1.514e-02 5.485e-03 2.243e-10 1.836e-02 1.076e-02 1.063e-02 7.114e-03 1.758e-02 2.025e-09 2.156e-02 2.824e-03 1.024e-02 5.004e-02 1.116e-02 1.770e-02 1.397e-03 1.939e-03 9.874e-10 2.858e-02 3.330e-03 3.794e-02 1.323e-01 4.315e-02 +99 TP 2 1.724e-02 1.261e-01 6.116e-10 6.396e-10 1.765e-09 1.135e-09 6.344e-10 1.827e-01 1.306e-09 1.514e-09 9.244e-03 1.659e-09 8.372e-04 6.256e-10 2.527e-09 5.524e-10 1.326e-09 1.224e-09 2.880e-02 1.683e-09 1.618e-09 4.985e-10 7.440e-03 3.646e-02 1.433e-02 1.433e-04 6.246e-10 1.432e-09 1.216e-09 8.862e-06 6.937e-07 7.059e-02 1.732e-01 3.329e-01 +99 TP 3 2.487e-09 3.395e-03 3.802e-01 1.406e-01 1.168e-02 3.532e-02 7.226e-10 2.724e-03 3.309e-09 2.729e-02 4.348e-04 2.396e-10 1.694e-02 2.121e-10 1.986e-01 3.264e-02 4.576e-02 1.699e-03 4.344e-04 2.842e-10 1.966e-09 8.738e-03 3.616e-02 7.181e-04 1.064e-03 4.744e-10 5.021e-02 4.369e-09 8.569e-04 1.088e-03 1.931e-03 7.413e-04 7.772e-04 6.325e-10 +99 TP 4 6.575e-10 2.166e-03 3.420e-09 4.020e-01 5.802e-10 1.647e-02 2.222e-09 8.667e-04 1.258e-09 1.112e-09 1.545e-09 2.381e-10 9.765e-10 7.969e-11 4.835e-01 3.377e-09 2.175e-09 3.160e-03 8.306e-05 1.535e-10 1.585e-09 4.734e-03 1.893e-02 3.732e-04 5.920e-10 5.041e-10 3.861e-07 2.732e-03 6.286e-02 9.291e-04 2.274e-10 1.230e-03 1.529e-09 2.541e-09 +99 TP 5 7.733e-04 1.708e-02 1.795e-02 6.481e-09 7.391e-02 4.457e-09 6.259e-04 6.901e-03 4.036e-01 2.733e-09 2.814e-10 1.494e-03 1.804e-09 5.582e-11 4.826e-09 1.976e-09 5.065e-08 1.101e-02 9.268e-04 6.086e-04 5.201e-09 2.707e-02 1.006e-01 2.621e-03 1.175e-03 1.982e-07 5.731e-02 7.608e-02 1.847e-01 6.786e-03 2.190e-10 3.911e-03 3.411e-03 1.526e-03 +99 TP 6 1.205e-10 1.560e-03 1.440e-10 2.626e-03 3.305e-02 4.534e-01 2.213e-04 1.221e-03 8.119e-10 2.416e-01 5.874e-05 6.654e-11 2.402e-02 7.229e-12 8.228e-10 2.056e-01 1.417e-09 9.547e-04 1.121e-04 1.177e-04 1.021e-10 5.328e-04 6.196e-03 1.378e-04 2.101e-04 1.558e-10 1.823e-03 1.915e-02 6.207e-03 5.383e-04 1.593e-04 3.012e-04 1.961e-04 9.570e-11 +99 TP 7 6.128e-10 4.166e-02 9.119e-03 3.097e-04 2.416e-09 1.550e-09 4.325e-01 1.455e-02 6.631e-07 1.050e-05 3.216e-04 1.335e-02 4.768e-03 2.918e-10 1.714e-03 1.675e-09 2.434e-09 1.008e-01 4.169e-03 7.803e-09 2.705e-03 1.391e-08 9.032e-09 8.582e-10 2.171e-03 3.364e-01 2.874e-03 4.609e-09 1.298e-03 1.403e-02 6.348e-10 1.456e-02 2.653e-03 1.313e-08 +99 TP 8 3.327e-01 1.921e-09 7.300e-10 7.196e-10 2.174e-09 1.281e-03 1.009e-09 1.140e-01 1.016e-09 3.317e-09 1.991e-02 5.934e-10 1.046e-03 8.962e-04 8.633e-10 1.127e-09 8.055e-09 2.496e-09 6.768e-02 4.673e-03 5.729e-10 7.870e-10 2.990e-09 1.964e-01 4.004e-02 2.130e-09 4.612e-10 7.986e-10 1.095e-09 1.551e-09 6.169e-04 2.129e-01 7.898e-03 9.215e-10 +99 TP 9 1.823e-04 1.008e-02 2.658e-09 4.419e-01 1.366e-09 1.623e-06 2.250e-09 5.230e-03 1.667e-01 2.660e-09 1.484e-03 1.574e-09 2.329e-03 7.837e-11 8.830e-09 2.695e-09 1.205e-02 8.766e-03 2.489e-03 3.496e-10 1.806e-09 1.009e-02 3.023e-02 1.434e-09 5.302e-04 2.012e-09 3.129e-02 1.322e-01 1.359e-01 2.226e-03 3.631e-09 3.996e-03 2.313e-03 6.468e-09 +99 TP 10 1.477e-10 8.376e-04 7.803e-11 1.034e-03 1.769e-02 2.254e-01 1.545e-04 6.779e-04 1.290e-05 5.516e-01 7.193e-05 9.433e-11 1.276e-01 6.311e-12 2.250e-03 4.501e-02 1.075e-02 6.607e-04 2.122e-04 8.067e-11 7.846e-11 4.674e-04 4.086e-03 1.582e-04 1.322e-04 5.879e-11 1.293e-03 4.799e-03 4.008e-03 1.766e-04 7.133e-06 3.245e-04 4.010e-04 1.121e-04 +99 TP 11 7.955e-03 8.114e-10 2.883e-03 2.954e-04 2.024e-04 1.548e-03 8.214e-04 7.216e-04 6.474e-04 9.867e-04 7.215e-01 3.820e-03 8.315e-04 5.441e-02 3.686e-03 1.735e-03 1.840e-03 1.007e-03 3.294e-02 1.948e-02 2.808e-03 2.510e-05 2.362e-03 1.146e-02 1.011e-01 4.550e-03 3.866e-04 8.280e-04 6.581e-04 5.880e-03 1.790e-04 1.482e-09 5.753e-03 6.746e-03 +99 TP 12 1.495e-09 3.376e-09 5.680e-02 2.405e-02 1.028e-02 3.216e-02 5.573e-02 9.126e-09 1.047e-03 2.151e-02 3.688e-04 2.532e-01 1.471e-02 1.328e-10 6.078e-02 2.722e-02 4.648e-02 9.044e-09 3.776e-09 2.729e-09 6.472e-02 1.124e-02 5.150e-02 1.760e-03 2.909e-09 2.229e-01 8.197e-03 1.765e-02 1.151e-02 1.501e-09 5.979e-03 3.055e-09 1.752e-04 1.356e-09 +99 TP 13 4.682e-10 1.731e-03 6.595e-11 2.181e-10 1.935e-02 3.684e-02 3.789e-06 8.347e-04 2.400e-10 2.605e-01 6.018e-05 5.458e-11 5.764e-01 1.164e-11 3.509e-10 1.252e-02 7.423e-02 1.208e-03 1.252e-04 8.093e-11 7.764e-11 9.350e-04 6.584e-03 1.112e-04 1.288e-04 7.320e-11 1.871e-03 1.508e-09 4.273e-03 3.926e-04 1.170e-03 5.152e-04 2.231e-04 3.196e-07 +99 TP 14 4.816e-04 5.103e-10 1.404e-10 1.679e-10 1.356e-10 1.105e-10 1.760e-04 1.398e-09 1.423e-10 1.482e-10 1.174e-01 6.549e-04 1.585e-10 8.578e-01 1.884e-10 1.160e-04 1.079e-04 2.819e-10 5.031e-03 2.758e-03 3.198e-04 1.617e-04 1.495e-10 1.774e-03 1.250e-02 5.905e-10 1.467e-10 1.777e-10 1.149e-10 4.539e-04 1.060e-10 2.656e-10 2.435e-04 4.706e-10 +99 TP 15 1.744e-04 2.267e-03 2.212e-09 1.076e-09 6.577e-02 1.207e-01 3.809e-10 2.967e-03 2.597e-08 9.100e-02 2.332e-04 2.788e-10 4.011e-02 6.962e-11 9.683e-02 1.992e-01 1.452e-01 2.929e-10 5.630e-04 1.239e-09 1.124e-07 1.587e-03 2.974e-02 1.047e-08 7.478e-04 7.387e-10 1.285e-02 1.550e-01 2.495e-02 9.018e-04 7.989e-03 1.171e-03 3.055e-09 1.267e-09 +99 TP 16 1.103e-04 1.109e-03 3.209e-10 1.820e-03 4.804e-02 2.574e-01 3.769e-10 7.890e-04 1.496e-09 7.795e-02 3.090e-04 5.916e-11 9.168e-03 1.340e-11 3.582e-10 4.343e-01 1.822e-02 5.006e-04 2.469e-04 3.642e-10 1.114e-10 2.921e-05 6.587e-03 1.199e-04 2.297e-04 1.762e-10 1.835e-03 1.363e-01 3.557e-03 5.524e-05 2.307e-04 5.880e-04 4.426e-04 1.780e-10 +99 TP 17 3.001e-04 9.605e-03 4.194e-10 6.600e-05 1.195e-01 7.439e-09 6.196e-04 2.779e-03 1.041e-09 2.117e-08 4.828e-04 2.559e-07 1.871e-01 2.927e-11 2.164e-03 2.419e-02 5.098e-01 6.178e-03 1.522e-03 3.435e-10 6.028e-10 4.367e-03 4.201e-02 1.855e-03 4.930e-04 3.461e-07 1.146e-02 2.796e-02 2.761e-02 3.484e-03 1.264e-02 1.585e-03 2.329e-03 2.111e-09 +99 TP 18 1.002e-07 1.238e-01 6.301e-09 6.058e-06 1.322e-09 1.120e-08 1.075e-09 3.551e-02 1.608e-09 2.857e-03 3.011e-03 2.226e-01 6.055e-03 1.100e-04 9.592e-08 5.259e-09 3.960e-09 3.916e-01 7.275e-03 1.136e-03 4.213e-03 1.915e-09 9.499e-09 4.602e-03 5.373e-03 5.038e-08 3.616e-05 1.616e-09 1.096e-09 1.633e-01 2.702e-10 1.319e-02 1.525e-02 1.831e-09 +99 TP 19 1.932e-02 3.521e-03 5.149e-03 3.522e-03 1.097e-03 3.620e-03 1.035e-03 4.232e-03 4.213e-04 4.757e-03 5.429e-02 8.734e-03 8.395e-04 1.554e-03 9.886e-03 5.653e-03 9.896e-04 4.190e-03 5.792e-01 8.320e-02 5.713e-03 1.743e-03 4.489e-03 2.607e-02 1.222e-01 8.057e-03 6.363e-04 1.629e-09 6.372e-04 8.508e-03 1.675e-03 1.029e-09 1.451e-02 1.059e-02 +99 TP 20 3.925e-02 1.375e-03 1.008e-02 6.510e-03 3.214e-03 8.239e-03 3.682e-03 1.990e-03 4.214e-07 5.366e-03 1.251e-02 9.957e-03 2.933e-03 4.740e-04 1.489e-02 7.277e-03 4.525e-03 5.298e-03 7.108e-02 5.567e-01 1.177e-02 9.277e-04 6.154e-03 9.696e-02 2.569e-02 1.478e-02 2.249e-09 3.199e-03 1.244e-09 1.880e-02 1.517e-03 1.417e-09 2.999e-02 2.484e-02 +99 TP 21 1.514e-09 9.153e-03 2.034e-01 2.813e-02 7.795e-03 3.574e-02 7.423e-08 3.123e-03 2.372e-02 2.634e-02 5.043e-10 8.566e-10 2.199e-02 6.814e-11 1.381e-01 3.698e-02 5.057e-02 1.223e-03 4.979e-04 4.042e-10 3.066e-01 2.069e-02 7.104e-02 7.463e-04 3.895e-04 3.717e-09 5.273e-07 5.532e-03 2.398e-09 2.363e-03 3.324e-03 1.405e-03 1.107e-03 1.025e-09 +99 TP 22 3.683e-10 1.975e-02 3.605e-02 1.726e-02 3.398e-03 1.619e-03 1.071e-01 1.062e-02 3.170e-09 7.325e-03 1.844e-03 9.384e-10 1.402e-08 1.178e-10 9.407e-03 5.651e-03 1.052e-04 2.164e-02 3.342e-03 5.578e-10 2.517e-01 4.337e-01 5.694e-09 9.574e-04 1.700e-03 4.596e-02 6.298e-09 7.094e-03 1.195e-06 8.598e-03 2.458e-10 5.071e-03 1.962e-04 1.569e-09 +99 TP 23 3.791e-03 8.803e-02 2.382e-09 2.725e-09 5.917e-03 1.190e-02 1.927e-01 3.980e-02 1.148e-08 2.326e-03 2.294e-03 6.381e-04 7.582e-03 1.152e-10 5.773e-02 2.048e-03 6.389e-02 1.523e-01 7.263e-03 8.359e-10 1.145e-09 4.209e-02 1.610e-01 1.165e-02 6.759e-03 8.250e-10 3.706e-03 1.018e-09 7.285e-03 5.876e-02 4.343e-04 2.268e-02 3.212e-02 1.530e-02 +99 TP 24 1.154e-01 4.631e-04 9.968e-03 4.569e-03 3.015e-03 7.326e-03 3.763e-03 8.614e-10 7.912e-04 5.396e-03 4.219e-03 1.361e-02 4.790e-03 8.954e-05 1.347e-02 6.808e-03 7.000e-03 7.607e-03 1.885e-02 1.042e-09 1.189e-02 2.665e-03 5.656e-03 5.591e-01 4.725e-03 1.317e-02 1.988e-03 2.859e-03 1.480e-03 1.580e-02 1.594e-03 8.305e-02 4.036e-02 2.855e-02 +99 TP 25 1.486e-02 1.218e-03 6.115e-03 3.164e-03 2.214e-03 3.198e-03 1.162e-03 2.326e-03 1.295e-09 2.067e-03 1.278e-01 7.459e-03 2.093e-03 6.895e-03 7.005e-03 4.274e-03 1.597e-03 1.096e-03 8.803e-02 3.223e-02 7.862e-03 2.081e-05 4.667e-03 1.749e-02 6.137e-01 7.231e-03 3.875e-10 1.239e-03 6.649e-04 8.800e-03 3.634e-04 3.644e-09 1.339e-02 9.716e-03 +99 TP 26 8.889e-10 1.205e-02 9.260e-02 3.344e-02 8.818e-03 3.265e-02 2.142e-09 2.439e-03 1.571e-02 2.469e-02 2.268e-10 1.411e-09 1.909e-02 1.129e-10 9.926e-02 3.706e-02 6.129e-02 8.831e-03 5.201e-05 1.338e-04 1.933e-01 4.937e-02 5.551e-02 2.069e-03 8.657e-04 1.962e-01 1.032e-02 6.777e-03 1.437e-02 9.311e-03 8.096e-03 8.224e-09 5.734e-03 7.620e-09 +99 TP 27 2.224e-09 1.794e-02 1.669e-01 1.142e-08 1.142e-09 9.855e-10 1.654e-02 5.655e-03 4.134e-09 6.169e-10 1.169e-03 1.060e-08 3.780e-10 1.238e-10 9.556e-09 2.276e-09 1.177e-09 2.936e-03 1.959e-03 1.384e-06 1.791e-01 1.968e-01 5.563e-02 1.605e-03 1.514e-03 8.594e-10 3.432e-01 1.607e-09 1.341e-09 3.736e-03 1.881e-10 5.000e-03 2.553e-04 1.127e-09 +99 TP 28 6.983e-10 2.031e-03 1.269e-09 2.221e-09 1.125e-08 6.437e-02 4.503e-10 2.048e-03 8.224e-02 2.341e-02 2.692e-09 1.169e-10 5.079e-03 1.197e-05 2.450e-02 2.566e-01 4.262e-02 7.176e-04 9.943e-04 4.024e-10 4.437e-10 1.631e-03 1.302e-02 3.736e-04 3.008e-04 2.364e-10 6.350e-03 4.585e-01 1.366e-02 4.131e-04 2.718e-04 6.947e-04 2.188e-04 2.749e-10 +99 TP 29 1.545e-04 1.571e-02 2.836e-01 6.701e-02 1.134e-09 2.356e-09 4.125e-05 9.081e-03 1.654e-09 1.324e-09 9.089e-04 1.414e-03 6.712e-10 1.975e-10 2.255e-09 9.516e-10 1.240e-04 4.861e-05 1.934e-03 2.880e-10 6.939e-10 4.490e-02 1.065e-01 1.398e-03 2.406e-03 9.152e-10 2.107e-01 9.013e-10 2.409e-01 4.877e-03 1.614e-10 5.064e-03 3.262e-03 1.646e-08 +99 TP 30 5.417e-04 9.161e-02 2.245e-02 5.337e-03 7.266e-03 1.301e-02 1.186e-02 1.272e-02 3.567e-03 9.638e-03 5.152e-05 1.258e-01 7.020e-03 8.335e-05 3.059e-02 1.086e-02 2.017e-02 3.268e-02 6.754e-04 2.133e-08 2.835e-02 7.902e-03 2.332e-02 1.460e-04 1.712e-03 4.962e-02 4.277e-03 2.496e-04 2.109e-03 4.677e-01 2.443e-03 6.225e-03 9.708e-05 2.292e-09 +99 TP 31 3.200e-04 1.425e-02 4.968e-10 4.569e-10 3.214e-02 4.584e-09 5.396e-10 1.158e-02 5.307e-10 7.722e-08 5.598e-04 5.724e-05 6.151e-02 1.679e-04 6.980e-10 2.022e-03 5.518e-02 3.724e-03 2.622e-03 5.770e-05 4.507e-10 3.427e-04 3.545e-02 2.367e-03 9.196e-04 6.060e-10 1.149e-03 7.155e-10 4.400e-03 9.400e-04 7.613e-01 8.289e-03 5.482e-04 1.476e-04 +99 TP 32 1.097e-09 1.107e-07 1.390e-09 8.495e-10 6.848e-08 3.505e-03 4.436e-10 1.545e-09 1.967e-04 1.807e-09 5.628e-02 2.673e-09 1.392e-09 1.256e-03 2.181e-09 5.237e-04 7.312e-04 1.360e-06 2.395e-01 4.050e-01 1.314e-09 1.373e-09 4.516e-03 1.500e-09 1.257e-01 1.108e-09 2.551e-09 9.844e-09 6.704e-10 9.184e-10 6.438e-04 1.622e-01 1.145e-09 8.747e-10 +99 TP 33 2.004e-09 1.059e-09 1.567e-02 6.236e-03 2.683e-03 8.010e-03 1.366e-03 8.589e-02 3.698e-03 9.679e-03 9.304e-04 2.664e-02 5.018e-03 1.840e-10 2.027e-02 1.051e-02 1.439e-02 9.623e-03 2.447e-03 8.069e-10 1.560e-02 4.194e-03 2.051e-02 1.190e-03 2.310e-03 2.403e-02 7.774e-04 1.293e-04 4.121e-03 3.570e-02 2.670e-03 5.401e-03 5.312e-01 1.291e-01 +99 TP 34 3.888e-04 1.041e-07 1.402e-02 1.010e-02 5.279e-03 1.462e-02 1.101e-02 4.516e-02 3.937e-09 1.240e-02 2.436e-03 4.401e-02 8.705e-03 1.066e-10 2.336e-02 1.301e-02 1.857e-02 1.369e-02 5.901e-03 6.977e-10 2.448e-02 6.971e-03 1.501e-02 9.103e-03 4.231e-03 2.886e-02 5.896e-04 2.528e-03 5.233e-03 1.295e-01 3.078e-03 1.376e-02 4.921e-02 4.648e-01 diff --git a/mess/data/models/pbsim3/QSHMM-ONT.model b/mess/data/models/pbsim3/QSHMM-ONT.model new file mode 100644 index 0000000..4e12c8c --- /dev/null +++ b/mess/data/models/pbsim3/QSHMM-ONT.model @@ -0,0 +1,1839 @@ +51 IP 1 4.686e-03 +51 IP 2 1.991e-09 +51 IP 3 3.744e-03 +51 IP 4 1.184e-05 +51 IP 5 4.701e-03 +51 IP 6 4.788e-09 +51 IP 7 2.587e-09 +51 IP 8 1.721e-01 +51 IP 9 6.003e-07 +51 IP 10 4.370e-03 +51 IP 11 1.781e-08 +51 IP 12 1.845e-09 +51 IP 13 9.492e-03 +51 IP 14 6.299e-09 +51 IP 15 6.486e-04 +51 IP 16 4.889e-06 +51 IP 17 7.324e-01 +51 IP 18 1.273e-02 +51 IP 19 1.880e-04 +51 IP 20 3.480e-09 +51 IP 21 6.031e-07 +51 IP 22 2.924e-02 +51 IP 23 2.565e-02 +51 EP 1 1.846e-10 3.977e-01 4.866e-01 8.522e-02 7.846e-03 4.716e-03 5.743e-03 1.215e-02 1.886e-07 2.408e-08 1.879e-09 2.531e-09 8.964e-10 5.220e-10 1.050e-06 2.842e-10 2.360e-10 2.365e-10 2.217e-10 1.974e-10 2.701e-10 1.871e-10 1.854e-10 1.878e-10 1.847e-10 1.877e-10 1.851e-10 1.847e-10 1.847e-10 1.846e-10 1.846e-10 1.850e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 1.846e-10 +51 EP 2 8.837e-09 7.746e-08 1.911e-08 1.818e-08 1.989e-08 1.638e-08 2.196e-08 8.790e-03 3.061e-08 2.310e-07 4.035e-08 1.764e-08 2.211e-08 3.423e-02 2.336e-02 1.361e-01 1.647e-01 1.418e-01 1.824e-01 9.950e-02 8.479e-02 6.592e-02 2.290e-02 1.375e-02 5.364e-04 7.492e-03 9.570e-09 5.330e-04 8.717e-03 8.859e-09 8.838e-09 4.485e-03 8.907e-09 8.860e-09 8.837e-09 8.837e-09 8.837e-09 8.837e-09 8.837e-09 8.837e-09 8.837e-09 8.838e-09 8.838e-09 8.837e-09 8.837e-09 8.837e-09 8.837e-09 8.837e-09 8.837e-09 +51 EP 3 5.006e-09 9.902e-01 2.926e-04 6.897e-03 1.727e-03 8.527e-06 2.134e-07 1.019e-07 1.719e-06 8.234e-04 3.176e-08 2.234e-08 9.036e-09 9.886e-09 1.047e-08 5.597e-09 6.148e-09 5.269e-09 5.429e-09 5.245e-09 5.059e-09 5.102e-09 5.039e-09 5.039e-09 5.018e-09 5.010e-09 5.014e-09 5.006e-09 5.007e-09 5.006e-09 5.006e-09 5.008e-09 5.009e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 5.006e-09 +51 EP 4 4.221e-11 1.785e-02 1.036e-01 5.550e-02 3.115e-02 2.765e-02 5.106e-02 6.420e-02 7.615e-02 8.762e-02 8.848e-02 8.682e-02 7.757e-02 6.312e-02 5.135e-02 3.950e-02 2.782e-02 1.738e-02 1.193e-02 7.307e-03 5.195e-03 3.369e-03 2.497e-03 1.318e-03 6.143e-04 4.089e-04 2.411e-04 1.482e-04 1.643e-10 4.318e-05 7.091e-11 2.106e-10 3.080e-05 2.355e-05 4.223e-11 4.235e-11 4.224e-11 4.221e-11 4.578e-11 4.221e-11 4.254e-11 4.253e-11 3.237e-05 4.280e-11 4.221e-11 4.221e-11 4.221e-11 4.221e-11 4.221e-11 +51 EP 5 1.065e-09 4.798e-03 5.513e-06 2.332e-01 3.252e-01 2.443e-01 1.102e-01 5.218e-02 2.343e-02 6.353e-03 1.256e-05 1.674e-05 3.110e-09 1.870e-05 3.201e-04 1.067e-05 5.259e-07 1.124e-07 1.937e-09 1.359e-09 1.731e-09 1.476e-09 1.135e-09 1.246e-09 1.071e-09 1.393e-09 1.103e-09 1.072e-09 1.101e-09 1.065e-09 1.065e-09 1.099e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 1.065e-09 +51 EP 6 2.830e-09 1.187e-01 3.132e-01 2.477e-01 4.281e-02 5.050e-03 4.363e-02 6.527e-02 7.156e-02 2.672e-02 1.710e-02 2.155e-03 1.298e-08 4.666e-03 7.557e-03 1.286e-02 1.349e-02 5.329e-03 1.362e-03 3.147e-09 7.741e-04 3.032e-09 2.878e-09 3.007e-09 2.844e-09 2.917e-09 2.854e-09 2.845e-09 2.904e-09 2.831e-09 2.830e-09 3.770e-09 2.835e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 2.830e-09 +51 EP 7 4.853e-10 4.484e-08 3.544e-05 2.771e-06 9.211e-06 2.264e-04 4.704e-02 1.604e-01 2.360e-01 2.253e-01 1.830e-01 9.762e-02 3.440e-02 1.314e-02 2.800e-03 1.305e-09 7.562e-10 6.049e-10 5.809e-10 5.389e-10 3.707e-09 4.963e-10 4.898e-10 5.012e-10 4.857e-10 4.931e-10 4.916e-10 4.865e-10 4.866e-10 4.854e-10 4.853e-10 4.860e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 4.853e-10 +51 EP 8 2.214e-12 1.457e-01 1.996e-01 1.885e-01 1.499e-01 1.117e-01 7.640e-02 5.068e-02 3.250e-02 2.042e-02 1.187e-02 6.830e-03 3.371e-03 1.764e-03 5.142e-04 1.982e-04 1.153e-10 1.239e-10 4.001e-11 1.551e-11 3.712e-11 1.041e-11 5.296e-12 5.039e-12 2.985e-12 3.160e-10 3.206e-12 3.778e-12 2.444e-12 3.811e-12 2.291e-12 2.708e-12 2.375e-12 2.228e-12 2.214e-12 2.218e-12 2.214e-12 2.214e-12 2.349e-12 2.214e-12 2.214e-12 2.214e-12 2.228e-12 2.214e-12 2.214e-12 2.214e-12 2.214e-12 2.214e-12 2.214e-12 +51 EP 9 1.855e-10 8.516e-03 9.488e-02 2.488e-01 3.610e-01 2.162e-01 7.022e-02 7.793e-05 2.743e-04 2.174e-06 6.071e-07 1.893e-08 1.419e-07 8.748e-10 5.337e-10 3.446e-10 2.258e-10 2.209e-10 2.111e-10 1.930e-10 2.175e-10 1.871e-10 1.862e-10 1.875e-10 1.855e-10 1.873e-10 1.860e-10 1.856e-10 1.856e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 1.855e-10 +51 EP 10 2.347e-10 6.218e-06 5.557e-04 3.236e-02 1.254e-01 2.542e-01 2.753e-01 1.843e-01 9.170e-02 3.177e-02 3.972e-03 4.851e-04 6.321e-10 7.870e-10 1.509e-05 3.719e-07 3.022e-10 2.771e-10 2.680e-10 2.455e-10 2.551e-10 2.368e-10 2.358e-10 2.374e-10 2.348e-10 2.362e-10 2.365e-10 2.348e-10 2.360e-10 2.347e-10 2.347e-10 2.372e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 2.347e-10 +51 EP 11 1.674e-09 7.279e-09 1.487e-01 2.984e-01 4.052e-01 1.242e-01 1.488e-02 3.206e-09 3.974e-09 3.522e-09 3.394e-09 1.057e-03 1.035e-03 4.609e-08 4.560e-09 4.168e-03 2.317e-03 1.405e-07 1.947e-09 1.771e-09 1.892e-09 7.918e-05 3.073e-05 1.814e-09 1.677e-09 1.703e-09 1.677e-09 1.675e-09 1.677e-09 1.674e-09 1.674e-09 1.677e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 1.674e-09 +51 EP 12 4.676e-08 6.315e-08 6.740e-08 7.393e-08 7.373e-08 7.039e-08 6.745e-08 6.164e-08 6.460e-08 6.160e-08 6.192e-08 6.534e-08 7.317e-08 1.832e-01 2.965e-01 2.399e-01 1.153e-01 1.545e-01 6.913e-03 5.225e-08 2.364e-03 1.186e-04 4.797e-08 5.364e-04 4.686e-08 5.384e-04 4.806e-08 4.721e-08 4.716e-08 4.678e-08 4.676e-08 4.681e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 4.676e-08 +51 EP 13 4.413e-10 7.827e-02 4.839e-01 3.346e-01 7.117e-02 2.313e-03 4.051e-03 9.261e-04 5.542e-07 3.463e-04 4.143e-03 6.719e-03 9.620e-03 3.946e-03 5.219e-06 1.213e-09 6.517e-10 6.055e-10 4.879e-10 4.715e-10 4.799e-10 4.541e-10 4.467e-10 4.475e-10 4.419e-10 4.481e-10 4.440e-10 4.417e-10 4.416e-10 4.413e-10 4.413e-10 4.418e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 4.413e-10 +51 EP 14 2.172e-09 7.731e-06 7.175e-08 1.474e-05 9.800e-03 6.038e-02 3.443e-02 1.190e-02 1.276e-03 3.973e-02 8.485e-02 1.435e-01 1.653e-01 1.897e-01 1.125e-01 7.276e-02 4.678e-02 1.678e-02 7.669e-03 2.675e-03 3.427e-09 2.987e-09 2.683e-09 2.193e-05 2.179e-09 3.480e-09 2.215e-09 2.190e-09 2.267e-09 2.173e-09 2.172e-09 2.290e-09 2.174e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 2.172e-09 +51 EP 15 5.326e-09 8.276e-03 3.736e-01 6.068e-02 7.000e-03 2.543e-01 2.352e-01 5.938e-02 4.904e-04 3.183e-08 1.461e-08 2.158e-08 1.093e-03 1.824e-08 2.711e-08 9.050e-09 7.273e-09 1.150e-08 7.630e-09 5.803e-09 7.020e-09 5.402e-09 5.350e-09 5.413e-09 5.328e-09 5.702e-09 5.334e-09 5.338e-09 5.326e-09 5.326e-09 5.326e-09 5.473e-09 5.327e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 5.326e-09 +51 EP 16 2.899e-10 8.503e-01 1.433e-01 2.164e-03 5.510e-04 2.068e-04 2.731e-06 2.948e-06 3.546e-09 1.491e-05 3.156e-04 2.173e-08 7.695e-09 8.944e-08 1.985e-03 1.126e-03 8.207e-10 4.447e-10 4.401e-10 3.821e-10 3.793e-10 3.149e-10 2.996e-10 2.978e-10 2.902e-10 3.162e-10 2.937e-10 2.902e-10 2.913e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 2.899e-10 +51 EP 17 2.142e-12 2.379e-01 2.496e-01 1.803e-01 1.223e-01 8.087e-02 5.198e-02 3.215e-02 1.928e-02 1.152e-02 6.408e-03 3.475e-03 2.014e-03 1.184e-03 6.150e-04 2.678e-04 3.964e-05 7.007e-05 1.692e-10 1.653e-05 1.248e-11 4.470e-06 4.314e-06 2.707e-12 2.268e-12 8.922e-12 2.236e-12 2.147e-12 2.509e-12 2.144e-12 2.142e-12 2.235e-12 2.155e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.143e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 2.142e-12 +51 EP 18 2.524e-10 2.066e-02 2.908e-01 4.285e-01 2.127e-01 4.573e-02 1.500e-03 2.983e-09 3.037e-07 1.369e-04 4.772e-09 1.579e-08 6.842e-10 4.473e-10 5.071e-10 2.908e-10 2.982e-10 2.678e-10 2.987e-10 2.635e-10 2.661e-10 2.539e-10 2.531e-10 2.530e-10 2.524e-10 2.528e-10 2.528e-10 2.524e-10 2.525e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 2.524e-10 +51 EP 19 1.163e-09 3.835e-09 4.850e-09 7.162e-09 3.235e-09 3.740e-09 2.845e-03 9.836e-02 1.706e-01 2.048e-01 1.816e-01 1.488e-01 9.048e-02 4.836e-02 2.453e-02 1.226e-02 6.431e-03 2.001e-03 7.459e-03 1.266e-03 1.478e-04 1.228e-09 1.184e-09 1.295e-09 1.167e-09 1.752e-05 1.185e-09 1.168e-09 1.192e-09 1.164e-09 1.163e-09 1.437e-09 1.165e-09 1.164e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 1.163e-09 +51 EP 20 1.137e-10 2.132e-02 4.835e-02 6.544e-02 5.959e-02 5.749e-02 5.578e-02 4.348e-02 4.580e-02 4.611e-02 4.579e-02 4.033e-02 3.951e-02 3.711e-02 3.673e-02 3.255e-02 2.679e-02 2.820e-02 2.607e-02 2.338e-02 1.963e-02 2.475e-02 1.908e-02 1.737e-02 1.744e-02 1.446e-02 1.492e-02 1.528e-02 1.319e-02 1.182e-02 9.321e-03 7.672e-03 6.737e-03 4.483e-03 4.206e-03 3.865e-03 3.069e-03 2.501e-03 2.273e-03 7.957e-04 1.819e-03 1.478e-03 1.504e-03 1.023e-03 4.547e-04 3.410e-04 3.410e-04 1.137e-10 3.410e-04 +51 EP 21 2.382e-10 2.622e-01 3.261e-01 3.210e-01 8.246e-02 1.954e-04 5.276e-03 1.721e-03 1.054e-05 1.860e-06 1.509e-09 1.361e-09 7.109e-04 1.750e-04 1.193e-04 1.061e-08 3.182e-10 3.600e-10 2.896e-10 2.544e-10 1.872e-09 2.411e-10 2.392e-10 2.422e-10 2.382e-10 2.423e-10 2.389e-10 2.383e-10 2.384e-10 2.382e-10 2.382e-10 2.391e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 2.382e-10 +51 EP 22 5.928e-11 1.983e-09 2.207e-02 9.611e-02 9.755e-02 1.255e-01 1.372e-01 1.448e-01 1.079e-01 8.596e-02 6.220e-02 4.552e-02 2.970e-02 1.720e-02 9.823e-03 4.077e-03 6.071e-03 2.952e-03 2.707e-03 1.182e-03 2.448e-04 1.094e-04 3.755e-04 4.363e-04 8.857e-11 1.922e-04 1.215e-04 1.045e-10 1.363e-10 6.247e-11 1.387e-10 1.780e-10 1.497e-10 1.517e-09 5.929e-11 5.992e-11 5.930e-11 5.928e-11 6.364e-11 5.928e-11 5.928e-11 5.928e-11 1.574e-10 5.935e-11 5.928e-11 5.928e-11 5.928e-11 5.928e-11 5.928e-11 +51 EP 23 6.346e-10 7.179e-01 2.800e-01 1.726e-04 2.889e-04 7.405e-06 1.607e-06 1.209e-03 2.167e-08 1.453e-08 1.243e-07 3.315e-09 9.620e-08 2.658e-04 1.698e-04 1.202e-07 8.245e-10 6.952e-10 7.091e-10 6.674e-10 1.709e-05 6.435e-10 6.374e-10 6.391e-10 6.348e-10 6.417e-10 6.369e-10 6.348e-10 6.348e-10 6.346e-10 6.346e-10 6.347e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 6.346e-10 +51 TP 1 8.699e-02 2.487e-10 8.816e-03 2.064e-09 9.624e-04 1.583e-05 9.407e-03 2.321e-08 2.031e-01 2.676e-01 2.063e-07 2.045e-10 3.653e-03 5.756e-10 7.868e-03 3.402e-02 8.223e-04 1.791e-01 1.100e-02 1.975e-10 1.708e-01 7.985e-09 1.583e-02 +51 TP 2 4.961e-07 1.816e-02 1.512e-08 1.352e-02 1.730e-01 8.520e-03 4.256e-02 9.806e-08 3.924e-08 6.786e-02 1.708e-01 9.236e-09 2.775e-02 3.955e-02 6.375e-03 2.134e-08 3.388e-01 1.359e-05 9.310e-02 6.325e-08 4.620e-08 1.777e-08 3.503e-08 +51 TP 3 3.214e-04 6.748e-09 4.316e-02 2.864e-08 4.621e-08 1.218e-08 8.901e-05 1.024e-07 1.874e-06 1.217e-04 1.497e-03 5.570e-09 2.558e-01 1.187e-08 5.410e-08 1.684e-03 1.811e-04 2.119e-01 9.465e-02 6.016e-09 5.785e-07 5.372e-08 3.906e-01 +51 TP 4 1.641e-09 4.601e-06 7.804e-04 2.908e-01 4.309e-10 2.814e-10 2.146e-10 6.035e-01 4.910e-10 4.510e-10 1.920e-06 8.494e-11 3.930e-03 1.940e-10 2.373e-09 6.158e-09 4.484e-02 8.209e-08 1.694e-10 1.534e-03 8.551e-10 5.467e-02 1.324e-06 +51 TP 5 2.034e-01 1.179e-09 3.358e-09 1.602e-08 1.834e-02 3.135e-02 1.138e-02 4.462e-07 2.003e-01 2.952e-02 5.233e-02 1.161e-09 2.542e-01 1.794e-03 1.020e-02 6.135e-06 3.287e-08 1.261e-01 1.774e-02 1.159e-09 3.701e-03 1.936e-02 2.025e-02 +51 TP 6 5.535e-04 3.276e-09 1.102e-08 5.355e-08 1.128e-04 7.425e-06 5.687e-01 4.989e-03 8.578e-02 3.184e-01 2.090e-05 3.136e-09 1.018e-03 1.890e-06 7.088e-04 1.111e-05 3.147e-06 1.569e-04 1.906e-02 2.955e-09 5.325e-04 7.689e-07 2.851e-07 +51 TP 7 1.506e-01 1.176e-09 1.150e-05 5.315e-08 1.950e-01 5.921e-02 1.242e-04 3.886e-05 1.386e-03 9.769e-04 1.098e-04 1.844e-05 3.847e-01 1.567e-02 1.644e-05 1.536e-01 9.593e-08 4.265e-06 3.642e-04 5.214e-10 1.444e-02 3.039e-09 2.375e-02 +51 TP 8 8.515e-11 3.374e-09 6.297e-11 1.312e-09 7.243e-10 4.895e-11 3.026e-08 9.569e-01 1.544e-04 4.623e-07 7.171e-11 8.528e-12 1.883e-08 1.038e-09 4.016e-08 9.456e-11 1.160e-02 4.077e-08 4.315e-11 1.343e-10 7.755e-09 3.132e-02 1.312e-10 +51 TP 9 2.351e-01 3.545e-10 2.950e-07 8.302e-09 9.986e-04 9.845e-05 1.523e-01 2.940e-06 2.170e-01 9.790e-02 1.018e-09 2.269e-10 6.392e-03 1.042e-03 3.252e-03 1.801e-03 3.064e-05 1.232e-02 2.877e-02 2.003e-10 2.221e-01 8.217e-09 2.095e-02 +51 TP 10 1.378e-01 1.514e-03 2.457e-06 8.844e-09 4.464e-02 3.605e-02 6.438e-02 1.369e-04 9.278e-02 1.966e-03 2.932e-09 3.595e-10 1.807e-01 8.462e-02 1.066e-02 1.741e-01 7.022e-06 1.679e-03 7.903e-09 2.572e-10 1.232e-01 5.068e-09 4.583e-02 +51 TP 11 1.549e-01 2.104e-09 1.141e-08 2.148e-08 6.003e-09 1.433e-02 7.710e-09 1.842e-07 8.190e-09 7.198e-09 7.947e-09 1.932e-09 2.489e-05 5.605e-09 4.621e-09 2.376e-01 2.360e-08 1.547e-05 4.319e-09 1.788e-09 4.513e-07 2.442e-02 5.687e-01 +51 TP 12 4.780e-01 8.011e-08 3.260e-02 1.186e-07 1.036e-07 1.020e-03 8.105e-08 5.853e-07 1.008e-07 1.131e-07 1.523e-07 7.104e-03 1.027e-01 9.114e-08 1.053e-07 4.394e-03 1.118e-02 5.688e-03 7.747e-08 4.891e-08 3.366e-01 9.398e-08 2.078e-02 +51 TP 13 1.904e-01 5.675e-10 9.975e-06 9.013e-09 2.660e-06 1.440e-02 4.559e-03 1.672e-03 1.456e-01 1.891e-02 2.187e-09 4.893e-10 1.531e-03 7.295e-04 1.616e-03 1.533e-01 3.967e-08 1.937e-02 1.737e-09 4.624e-10 3.149e-01 5.078e-06 1.330e-01 +51 TP 14 5.111e-02 4.766e-03 1.062e-03 1.940e-08 2.967e-01 8.888e-03 1.878e-02 4.325e-02 3.953e-02 9.515e-02 1.747e-01 2.757e-09 1.463e-01 3.643e-04 2.008e-08 4.440e-02 1.182e-02 6.605e-03 5.331e-02 2.279e-09 3.248e-03 4.306e-09 1.315e-05 +51 TP 15 4.315e-03 3.132e-08 5.661e-05 6.145e-07 4.604e-02 1.072e-05 8.989e-03 3.307e-06 3.098e-01 5.463e-01 2.280e-08 6.823e-09 3.488e-05 5.763e-07 4.396e-03 4.202e-03 2.940e-07 3.210e-04 2.742e-07 5.778e-09 6.726e-02 7.191e-06 8.264e-03 +51 TP 16 1.309e-01 3.483e-10 3.850e-04 2.005e-09 2.365e-08 6.569e-09 2.609e-07 3.350e-08 1.615e-01 1.221e-01 2.041e-02 3.058e-10 2.010e-02 5.454e-10 3.871e-03 7.765e-03 1.359e-01 3.731e-01 1.200e-02 3.092e-10 8.290e-04 9.034e-09 1.113e-02 +51 TP 17 4.934e-06 6.070e-11 4.957e-07 2.041e-10 2.550e-11 2.693e-11 2.457e-11 1.109e-02 6.467e-11 8.712e-08 1.365e-08 5.298e-07 2.602e-07 1.089e-07 1.514e-11 2.334e-03 9.836e-01 3.370e-05 4.129e-05 5.154e-12 9.504e-09 2.904e-03 5.686e-06 +51 TP 18 1.540e-01 2.029e-09 1.800e-02 2.056e-08 3.962e-04 3.962e-04 5.955e-02 7.244e-07 5.948e-03 1.005e-01 2.050e-09 3.209e-10 2.141e-03 1.172e-06 3.590e-05 1.108e-01 1.864e-01 1.627e-01 8.534e-02 2.749e-10 4.146e-02 6.812e-03 6.540e-02 +51 TP 19 4.727e-09 1.119e-01 3.707e-09 1.170e-07 1.728e-01 4.301e-07 4.768e-02 6.999e-08 1.397e-08 1.042e-01 4.397e-01 2.438e-02 1.994e-08 6.291e-02 2.945e-09 3.982e-09 1.206e-08 1.686e-08 3.650e-02 1.363e-09 7.950e-09 1.026e-08 3.670e-09 +51 TP 20 1.227e-10 1.337e-10 1.449e-10 5.607e-03 1.216e-10 1.195e-10 1.450e-10 1.723e-05 1.215e-10 1.285e-10 1.482e-10 1.172e-10 1.211e-10 1.194e-10 1.155e-10 1.484e-10 2.587e-10 1.274e-10 1.198e-10 9.944e-01 1.204e-10 1.455e-09 1.354e-10 +51 TP 21 1.130e-01 3.241e-10 3.879e-06 5.186e-09 4.336e-04 5.449e-06 7.300e-02 4.707e-08 2.955e-01 2.422e-01 1.690e-09 2.705e-10 2.415e-02 8.933e-08 1.178e-02 3.672e-05 1.613e-04 5.489e-02 3.179e-02 2.539e-10 1.437e-01 1.398e-08 9.359e-03 +51 TP 22 1.297e-09 3.680e-04 1.235e-09 9.933e-01 7.709e-10 5.237e-10 5.400e-03 1.255e-07 6.726e-10 1.668e-09 1.317e-09 2.600e-10 1.554e-09 5.281e-09 7.877e-10 2.492e-09 2.921e-08 1.197e-09 7.719e-10 9.036e-04 9.127e-10 1.078e-08 2.055e-09 +51 TP 23 3.207e-01 8.066e-10 3.135e-02 3.449e-09 1.132e-06 2.535e-06 4.224e-03 3.831e-08 1.432e-01 1.532e-02 2.733e-07 6.744e-10 4.915e-03 1.356e-09 2.785e-03 8.596e-02 2.135e-04 3.449e-01 3.313e-03 6.781e-10 1.588e-02 1.010e-08 2.720e-02 +52 IP 1 2.526e-02 +52 IP 2 2.895e-02 +52 IP 3 2.769e-09 +52 IP 4 8.490e-01 +52 IP 5 2.465e-09 +52 IP 6 3.511e-03 +52 IP 7 8.603e-03 +52 IP 8 4.140e-09 +52 IP 9 7.930e-03 +52 IP 10 1.988e-09 +52 IP 11 1.882e-03 +52 IP 12 2.582e-09 +52 IP 13 4.281e-04 +52 IP 14 7.109e-02 +52 IP 15 1.141e-03 +52 IP 16 2.274e-09 +52 IP 17 6.546e-04 +52 IP 18 1.513e-03 +52 EP 1 2.832e-10 7.355e-01 2.310e-01 1.786e-05 2.915e-02 1.423e-06 1.244e-09 1.092e-09 1.163e-09 4.890e-09 2.265e-08 3.908e-03 1.468e-04 1.899e-04 6.804e-10 1.787e-05 6.806e-10 3.578e-10 3.778e-10 3.149e-10 3.029e-10 3.034e-10 2.891e-10 2.906e-10 2.841e-10 2.836e-10 2.832e-10 3.248e-10 2.839e-10 2.832e-10 2.832e-10 2.832e-10 2.844e-10 2.832e-10 2.832e-10 +52 EP 2 5.143e-11 1.364e-02 5.985e-02 6.526e-02 4.927e-02 5.565e-02 6.169e-02 6.490e-02 7.794e-02 6.968e-02 7.775e-02 6.777e-02 6.232e-02 6.724e-02 4.486e-02 3.833e-02 3.810e-02 2.265e-02 2.152e-02 1.506e-02 9.645e-03 5.976e-03 4.253e-03 2.107e-03 1.258e-03 1.078e-03 5.143e-04 3.912e-04 5.657e-04 3.086e-04 2.571e-04 5.143e-11 5.143e-05 5.143e-05 5.143e-05 +52 EP 3 1.433e-09 3.041e-09 5.154e-02 1.738e-01 2.348e-01 2.291e-01 1.562e-01 9.167e-02 4.924e-02 1.358e-02 4.519e-08 1.798e-09 1.704e-09 1.805e-09 1.518e-09 1.491e-09 1.517e-09 1.464e-09 1.526e-09 1.452e-09 1.445e-09 1.445e-09 1.437e-09 1.436e-09 1.434e-09 1.433e-09 1.433e-09 1.472e-09 1.433e-09 1.433e-09 1.433e-09 1.433e-09 1.433e-09 1.433e-09 1.433e-09 +52 EP 4 1.830e-12 2.106e-01 2.408e-01 1.865e-01 1.290e-01 8.816e-02 5.765e-02 3.696e-02 2.230e-02 1.287e-02 7.415e-03 3.806e-03 2.097e-03 8.524e-04 7.759e-04 2.618e-04 5.918e-10 3.788e-05 3.929e-09 1.185e-10 3.636e-10 1.258e-10 1.345e-11 1.429e-11 2.011e-12 1.911e-12 1.830e-12 1.193e-11 1.854e-12 1.830e-12 1.830e-12 1.830e-12 1.830e-12 1.830e-12 1.830e-12 +52 EP 5 2.925e-09 3.025e-08 3.633e-08 2.399e-01 3.469e-01 1.800e-01 1.140e-01 3.260e-02 1.083e-03 3.872e-09 4.134e-09 4.046e-09 5.989e-09 8.215e-03 1.311e-02 1.546e-02 1.389e-02 1.165e-02 1.031e-02 1.137e-02 1.496e-05 1.810e-04 5.315e-04 6.407e-04 1.501e-04 1.493e-07 2.925e-09 2.973e-09 2.926e-09 2.925e-09 2.925e-09 2.925e-09 2.936e-09 2.925e-09 2.925e-09 +52 EP 6 3.838e-10 5.017e-09 1.217e-01 2.768e-01 3.095e-01 1.955e-01 7.662e-02 1.244e-02 5.501e-03 1.454e-08 1.824e-03 2.546e-09 1.000e-08 2.396e-08 6.406e-10 5.543e-10 2.202e-04 4.162e-10 4.188e-10 3.976e-10 3.933e-10 3.907e-10 3.917e-10 3.870e-10 3.845e-10 3.841e-10 3.839e-10 3.994e-10 3.841e-10 3.839e-10 3.838e-10 3.838e-10 3.839e-10 3.839e-10 3.838e-10 +52 EP 7 4.347e-10 3.299e-01 4.152e-01 2.085e-01 4.114e-02 3.787e-03 1.005e-04 1.279e-04 1.288e-05 4.679e-04 7.641e-04 1.136e-09 7.936e-05 2.972e-08 6.311e-10 1.050e-05 6.213e-10 5.203e-10 4.981e-10 4.536e-10 4.463e-10 4.464e-10 4.393e-10 4.378e-10 4.351e-10 4.348e-10 4.347e-10 4.712e-10 4.351e-10 4.347e-10 4.347e-10 4.347e-10 4.347e-10 4.347e-10 4.347e-10 +52 EP 8 1.419e-09 8.687e-09 1.289e-08 1.162e-08 5.244e-05 3.618e-02 6.548e-02 1.266e-01 1.783e-01 1.787e-01 1.688e-01 1.159e-01 7.141e-02 4.262e-02 8.744e-03 5.294e-03 2.056e-09 1.956e-09 1.769e-03 1.683e-09 1.564e-09 1.572e-09 1.464e-09 1.446e-09 1.426e-09 1.424e-09 1.419e-09 1.615e-09 1.422e-09 1.419e-09 1.419e-09 1.419e-09 1.421e-09 1.419e-09 1.419e-09 +52 EP 9 1.001e-09 1.995e-08 5.842e-01 3.962e-01 2.791e-03 4.390e-09 3.340e-09 3.436e-09 4.988e-09 1.043e-08 3.038e-09 4.183e-03 6.677e-03 3.984e-03 1.942e-03 1.772e-09 3.154e-09 1.190e-09 1.230e-09 1.119e-09 1.049e-09 1.024e-09 1.063e-09 1.025e-09 1.019e-09 1.008e-09 1.002e-09 1.060e-09 1.004e-09 1.001e-09 1.001e-09 1.001e-09 1.010e-09 1.001e-09 1.001e-09 +52 EP 10 5.735e-09 2.638e-08 1.063e-08 8.399e-09 2.178e-02 1.291e-01 1.963e-01 1.855e-01 1.737e-01 1.398e-01 9.956e-02 4.046e-02 1.210e-02 1.624e-03 6.039e-09 5.917e-09 5.958e-09 5.840e-09 6.033e-09 5.795e-09 5.808e-09 5.760e-09 5.745e-09 5.744e-09 5.738e-09 5.736e-09 5.735e-09 5.849e-09 5.737e-09 5.735e-09 5.735e-09 5.735e-09 5.736e-09 5.735e-09 5.735e-09 +52 EP 11 7.828e-10 2.193e-09 2.710e-09 1.215e-02 7.176e-02 1.899e-01 2.670e-01 2.377e-01 1.407e-01 6.459e-02 1.483e-02 1.217e-03 2.555e-05 1.554e-04 1.578e-09 9.794e-10 1.278e-09 8.163e-10 8.444e-10 7.974e-10 7.963e-10 7.905e-10 8.319e-10 7.870e-10 7.833e-10 7.830e-10 7.828e-10 7.938e-10 7.834e-10 7.828e-10 7.828e-10 7.828e-10 7.830e-10 7.828e-10 7.828e-10 +52 EP 12 1.797e-09 3.172e-09 3.720e-09 5.038e-05 8.715e-09 4.086e-09 7.739e-09 2.933e-02 1.323e-01 1.883e-01 1.934e-01 1.555e-01 1.193e-01 7.799e-02 4.645e-02 2.674e-02 1.792e-02 6.311e-03 5.014e-03 7.356e-04 4.345e-04 2.308e-09 2.731e-04 3.569e-05 1.816e-09 1.841e-09 1.800e-09 2.817e-09 1.813e-09 1.798e-09 1.798e-09 1.797e-09 1.804e-09 1.798e-09 1.797e-09 +52 EP 13 6.643e-09 1.278e-01 3.516e-01 2.933e-01 1.528e-01 5.224e-02 2.706e-05 7.510e-09 7.699e-09 7.865e-09 1.716e-03 5.581e-03 5.863e-03 6.271e-03 1.684e-03 1.096e-03 1.456e-08 6.998e-09 7.127e-09 6.487e-05 7.262e-09 6.681e-09 6.683e-09 6.653e-09 6.654e-09 6.644e-09 6.643e-09 6.661e-09 6.644e-09 6.643e-09 6.643e-09 6.643e-09 6.643e-09 6.643e-09 6.643e-09 +52 EP 14 2.354e-12 1.285e-01 1.806e-01 1.747e-01 1.421e-01 1.109e-01 8.169e-02 5.938e-02 4.253e-02 2.900e-02 1.940e-02 1.296e-02 8.390e-03 4.546e-03 2.701e-03 1.556e-03 5.949e-04 4.618e-04 3.983e-10 5.375e-11 3.005e-11 1.708e-11 1.280e-11 1.269e-11 6.919e-12 3.886e-12 2.469e-12 8.096e-12 4.758e-12 2.542e-12 2.409e-12 2.354e-12 2.601e-12 2.368e-12 2.361e-12 +52 EP 15 5.847e-09 2.518e-02 1.759e-03 1.242e-01 1.718e-01 1.346e-01 6.936e-02 5.026e-02 7.005e-02 6.342e-02 6.896e-02 7.142e-02 6.094e-02 5.069e-02 1.979e-02 8.635e-03 6.107e-03 1.814e-03 1.058e-03 6.102e-09 6.078e-09 5.974e-09 5.903e-09 5.875e-09 5.853e-09 5.852e-09 5.847e-09 6.567e-09 5.854e-09 5.847e-09 5.847e-09 5.847e-09 5.848e-09 5.847e-09 5.847e-09 +52 EP 16 1.782e-09 1.060e-08 5.962e-09 7.530e-09 4.531e-09 1.155e-07 1.792e-02 1.389e-03 1.427e-04 3.355e-06 5.992e-02 8.896e-02 1.370e-01 1.816e-01 1.752e-01 1.290e-01 1.398e-01 4.728e-02 1.620e-02 5.579e-03 3.423e-09 3.236e-09 2.166e-09 1.998e-09 1.879e-09 1.801e-09 1.782e-09 5.506e-05 1.797e-09 1.782e-09 1.782e-09 1.782e-09 1.790e-09 1.782e-09 1.782e-09 +52 EP 17 2.172e-09 3.527e-01 1.190e-08 6.277e-06 1.473e-01 1.800e-01 1.426e-01 1.009e-01 5.319e-02 2.319e-02 5.273e-08 4.818e-09 1.626e-08 1.073e-04 2.836e-05 1.199e-08 5.700e-09 5.023e-09 5.043e-09 3.591e-09 2.761e-09 2.740e-09 2.342e-09 2.209e-09 2.189e-09 7.909e-05 2.172e-09 8.320e-09 2.181e-09 2.172e-09 2.172e-09 2.172e-09 2.178e-09 2.173e-09 2.172e-09 +52 EP 18 6.979e-09 1.615e-08 1.719e-08 2.110e-08 1.112e-08 1.206e-08 4.505e-08 4.754e-02 5.556e-02 5.330e-02 4.237e-05 9.774e-03 1.659e-08 3.273e-08 5.271e-08 9.397e-02 1.299e-01 1.073e-01 1.800e-01 1.375e-01 9.208e-02 5.402e-02 2.764e-02 5.511e-03 3.381e-03 7.549e-09 7.009e-09 2.532e-03 7.022e-09 6.991e-09 6.987e-09 6.979e-09 7.189e-09 7.029e-09 6.982e-09 +52 TP 1 2.167e-01 3.171e-09 2.304e-05 9.532e-02 1.127e-09 3.591e-01 1.548e-01 5.365e-09 7.873e-02 5.829e-10 9.484e-02 4.142e-04 8.559e-10 9.249e-09 7.435e-10 6.656e-10 1.617e-09 3.752e-10 +52 TP 2 2.942e-03 5.881e-01 1.323e-10 1.781e-08 1.775e-09 3.503e-09 8.579e-05 5.140e-10 2.814e-03 1.094e-10 5.737e-10 7.463e-10 1.341e-10 4.057e-01 1.353e-10 5.761e-09 1.720e-09 3.408e-04 +52 TP 3 4.623e-06 2.827e-09 1.219e-01 1.488e-01 2.497e-09 2.075e-05 4.385e-01 3.224e-03 1.111e-03 7.968e-02 2.776e-09 2.804e-09 3.308e-02 5.381e-09 1.703e-01 3.276e-09 3.297e-03 2.222e-09 +52 TP 4 1.097e-03 1.435e-09 1.500e-04 9.827e-01 5.078e-11 3.204e-10 1.772e-06 7.164e-11 2.673e-05 2.728e-11 1.781e-10 1.576e-10 1.195e-08 1.602e-02 3.552e-11 5.917e-11 5.121e-11 2.296e-11 +52 TP 5 6.078e-01 1.731e-07 4.041e-09 6.226e-08 5.983e-09 5.110e-02 8.338e-02 4.546e-09 2.308e-01 3.190e-09 6.615e-09 5.298e-09 8.603e-03 4.617e-08 3.570e-09 3.872e-09 1.745e-02 8.457e-04 +52 TP 6 2.775e-01 7.191e-03 1.631e-09 2.320e-08 1.191e-09 1.346e-01 1.338e-01 1.769e-01 3.959e-02 5.858e-03 6.969e-02 9.851e-02 3.969e-06 7.071e-06 9.406e-10 4.609e-07 5.271e-02 3.647e-03 +52 TP 7 6.847e-02 2.984e-09 1.890e-01 3.921e-04 9.825e-10 1.842e-01 1.940e-01 3.254e-03 6.067e-09 3.049e-02 2.634e-01 5.811e-02 9.026e-10 2.007e-04 8.322e-03 7.865e-10 2.005e-09 6.196e-10 +52 TP 8 2.195e-01 4.361e-07 3.250e-09 1.244e-01 1.337e-02 4.614e-02 1.070e-01 1.437e-02 2.531e-01 2.370e-09 4.090e-05 3.932e-02 1.004e-02 4.470e-08 3.519e-09 7.522e-09 1.727e-01 3.951e-09 +52 TP 9 4.953e-01 1.778e-02 5.690e-09 7.698e-04 3.058e-09 1.570e-01 1.864e-01 3.440e-02 6.134e-09 9.010e-03 1.082e-08 7.605e-05 2.799e-09 5.259e-02 2.277e-09 8.712e-09 4.672e-02 2.222e-09 +52 TP 10 2.258e-05 1.186e-08 1.440e-02 8.734e-08 1.179e-08 1.266e-08 4.861e-01 9.283e-09 3.622e-08 9.293e-09 8.510e-09 8.956e-09 4.447e-01 2.014e-08 4.332e-02 1.220e-08 1.140e-02 7.890e-08 +52 TP 11 2.668e-01 1.093e-07 7.341e-09 2.660e-08 1.122e-05 5.081e-02 7.606e-02 9.551e-02 9.800e-02 1.036e-09 7.583e-05 1.301e-03 3.081e-04 1.238e-08 1.497e-09 3.391e-01 4.882e-02 2.320e-02 +52 TP 12 5.441e-09 8.470e-02 2.936e-09 4.325e-08 3.890e-01 8.221e-09 4.292e-09 6.874e-02 6.930e-02 9.388e-03 4.553e-09 1.265e-08 3.049e-08 6.847e-08 2.623e-09 2.103e-01 8.103e-09 1.685e-01 +52 TP 13 5.949e-02 1.165e-08 1.857e-08 1.116e-07 9.970e-09 8.344e-05 9.388e-01 2.042e-08 1.620e-08 1.533e-08 1.131e-08 3.662e-08 1.523e-08 2.577e-08 8.776e-06 1.322e-08 1.620e-03 7.466e-09 +52 TP 14 3.999e-05 1.862e-02 6.197e-11 2.034e-02 9.155e-11 3.320e-10 2.386e-09 1.144e-10 2.182e-05 1.715e-11 1.590e-04 1.985e-04 2.199e-11 9.606e-01 2.148e-11 6.040e-11 7.333e-11 2.486e-11 +52 TP 15 1.690e-08 1.012e-08 5.220e-01 1.012e-07 1.943e-08 1.442e-06 7.534e-02 9.289e-09 9.068e-07 1.077e-01 8.771e-09 8.991e-09 1.835e-01 1.984e-08 1.114e-01 8.573e-09 2.597e-08 7.509e-09 +52 TP 16 5.289e-03 2.958e-06 6.799e-03 3.107e-01 1.478e-01 5.161e-02 2.725e-02 2.736e-02 6.925e-02 3.308e-09 8.755e-03 2.138e-02 1.479e-02 1.688e-01 1.111e-02 1.305e-07 1.252e-01 3.826e-03 +52 TP 17 1.159e-08 9.681e-07 8.984e-03 1.282e-07 8.384e-09 5.736e-01 3.533e-02 1.745e-05 1.425e-01 4.134e-09 1.729e-01 6.666e-02 1.926e-07 5.116e-08 4.961e-09 3.926e-09 2.638e-06 3.932e-09 +52 TP 18 1.231e-08 4.487e-02 4.324e-08 2.624e-07 2.311e-01 8.658e-02 1.273e-08 1.079e-01 8.052e-02 1.151e-02 6.822e-02 7.004e-02 1.193e-08 1.296e-01 2.576e-03 7.937e-02 8.385e-02 3.912e-03 +53 IP 1 1.233e-08 +53 IP 2 6.882e-04 +53 IP 3 1.996e-01 +53 IP 4 3.889e-01 +53 IP 5 1.281e-02 +53 IP 6 4.686e-02 +53 IP 7 2.687e-02 +53 IP 8 1.814e-02 +53 IP 9 2.578e-04 +53 IP 10 1.943e-02 +53 IP 11 4.634e-09 +53 IP 12 2.172e-01 +53 IP 13 1.931e-02 +53 IP 14 4.986e-02 +53 IP 15 8.956e-09 +53 IP 16 4.431e-09 +53 EP 1 5.350e-11 5.028e-09 7.802e-05 7.013e-07 3.982e-09 6.941e-08 3.726e-02 1.113e-01 1.665e-01 1.702e-01 1.639e-01 1.333e-01 8.971e-02 6.463e-02 3.403e-02 1.918e-02 6.183e-03 3.739e-03 7.761e-10 1.788e-10 1.307e-10 1.417e-10 9.324e-11 2.636e-10 8.068e-11 7.572e-11 9.483e-11 1.511e-10 9.328e-11 1.124e-10 8.144e-11 5.351e-11 5.350e-11 6.890e-11 5.350e-11 5.351e-11 5.350e-11 5.350e-11 5.350e-11 5.350e-11 +53 EP 2 7.480e-11 9.034e-10 5.889e-03 5.835e-02 8.176e-02 8.651e-02 1.101e-01 1.099e-01 1.144e-01 8.785e-02 9.644e-02 7.008e-02 5.401e-02 3.942e-02 2.873e-02 1.943e-02 1.486e-02 9.796e-03 5.216e-03 3.927e-03 1.693e-03 6.378e-04 4.579e-04 3.794e-04 2.412e-10 1.867e-10 3.864e-08 1.353e-04 9.224e-11 9.254e-11 3.977e-05 1.100e-10 7.490e-11 9.653e-11 7.604e-11 8.237e-11 7.480e-11 7.480e-11 7.480e-11 7.480e-11 +53 EP 3 4.131e-12 6.475e-02 2.904e-01 3.215e-01 1.923e-01 8.739e-02 3.125e-02 1.112e-02 2.384e-08 4.139e-08 9.671e-10 1.271e-03 2.453e-10 1.126e-10 1.198e-10 5.197e-11 9.510e-11 3.387e-11 1.917e-11 2.211e-11 1.073e-11 4.413e-11 9.528e-12 1.039e-11 1.404e-11 9.945e-12 5.293e-12 5.360e-12 4.899e-12 9.701e-12 5.403e-12 4.132e-12 4.131e-12 4.321e-12 4.131e-12 4.132e-12 4.131e-12 4.131e-12 4.131e-12 4.131e-12 +53 EP 4 5.462e-12 6.042e-01 3.297e-01 5.100e-02 1.996e-04 5.121e-03 8.153e-03 1.273e-03 6.570e-09 2.575e-04 9.096e-10 1.088e-04 3.871e-10 1.675e-10 2.384e-10 1.165e-10 1.877e-10 4.066e-11 2.808e-11 2.712e-11 1.300e-11 4.603e-11 1.188e-11 1.721e-11 1.338e-11 9.909e-12 6.808e-12 7.227e-12 6.155e-12 1.898e-11 6.996e-12 5.462e-12 5.462e-12 6.053e-12 5.462e-12 5.462e-12 5.462e-12 5.462e-12 5.462e-12 5.462e-12 +53 EP 5 3.116e-11 2.242e-08 3.133e-09 5.829e-08 9.936e-05 1.707e-02 1.104e-01 1.592e-01 2.061e-01 1.860e-01 1.425e-01 9.522e-02 5.089e-02 2.249e-02 7.479e-03 2.481e-03 3.120e-05 1.933e-10 2.256e-10 2.445e-10 1.024e-10 1.141e-10 2.586e-10 3.891e-05 6.007e-06 7.460e-11 3.930e-11 3.947e-11 3.313e-11 1.480e-05 4.511e-11 3.116e-11 3.116e-11 3.820e-11 3.116e-11 3.120e-11 3.116e-11 3.116e-11 3.116e-11 3.116e-11 +53 EP 6 9.083e-12 2.737e-09 9.081e-08 7.840e-02 2.016e-01 2.442e-01 2.049e-01 1.378e-01 8.109e-02 3.580e-02 1.457e-02 1.652e-03 1.614e-10 1.646e-10 9.396e-11 6.718e-11 2.959e-09 3.399e-11 3.141e-11 3.815e-11 1.409e-11 3.467e-11 1.317e-11 1.706e-11 1.417e-11 1.540e-11 1.023e-11 1.077e-11 9.274e-12 1.149e-11 9.903e-12 9.083e-12 9.083e-12 1.141e-11 9.083e-12 9.087e-12 9.083e-12 9.083e-12 9.083e-12 9.083e-12 +53 EP 7 7.234e-11 1.219e-08 3.451e-09 1.274e-02 2.444e-01 2.993e-01 2.075e-01 1.096e-01 3.448e-02 1.338e-02 5.905e-09 4.352e-09 5.631e-05 1.302e-02 1.547e-02 1.462e-02 1.480e-02 7.134e-03 7.245e-03 3.398e-03 1.898e-03 1.064e-05 3.721e-04 4.065e-04 1.388e-10 1.550e-10 1.390e-10 1.339e-10 1.023e-10 3.527e-10 7.675e-05 7.235e-11 7.236e-11 7.209e-05 7.254e-11 7.247e-11 7.234e-11 7.234e-11 7.234e-11 7.234e-11 +53 EP 8 1.681e-11 2.110e-03 2.185e-02 1.602e-01 2.264e-01 2.345e-01 1.657e-01 1.078e-01 6.109e-02 2.034e-02 2.883e-07 1.973e-09 3.088e-10 2.653e-10 1.560e-10 1.095e-10 1.051e-10 8.202e-06 8.965e-11 2.832e-08 3.537e-11 2.730e-11 2.081e-11 2.619e-11 5.221e-11 1.699e-11 1.968e-11 1.698e-11 1.683e-11 1.731e-11 2.644e-11 1.681e-11 1.681e-11 1.498e-05 1.681e-11 1.681e-11 1.681e-11 1.681e-11 1.681e-11 1.681e-11 +53 EP 9 7.914e-12 1.048e-01 2.094e-01 1.984e-01 1.560e-01 1.164e-01 8.179e-02 5.466e-02 3.504e-02 2.416e-02 8.944e-03 8.197e-03 2.102e-03 2.091e-06 5.285e-07 6.259e-10 2.725e-10 1.456e-09 1.312e-04 1.630e-10 2.961e-09 5.962e-11 3.707e-11 1.878e-11 5.928e-11 6.005e-11 1.817e-11 2.381e-11 1.068e-11 1.631e-11 1.271e-11 8.243e-12 7.920e-12 8.122e-12 7.933e-12 8.040e-12 7.915e-12 7.915e-12 7.915e-12 7.915e-12 +53 EP 10 3.996e-10 5.665e-03 3.390e-02 3.230e-02 4.976e-02 5.373e-02 3.059e-02 3.577e-02 3.130e-02 6.720e-02 4.294e-02 6.389e-02 5.743e-02 5.154e-02 4.046e-02 4.069e-02 5.218e-02 4.570e-02 4.634e-02 3.463e-02 2.846e-02 3.514e-02 2.212e-02 2.470e-02 1.495e-02 1.089e-02 1.392e-02 7.018e-03 7.661e-03 4.913e-03 5.758e-03 2.398e-03 7.993e-04 1.244e-03 7.993e-04 1.199e-03 3.996e-04 3.996e-04 3.996e-04 7.993e-04 +53 EP 11 6.751e-11 1.635e-09 1.019e-02 6.315e-09 3.450e-08 8.004e-06 3.691e-02 8.022e-02 9.898e-02 9.376e-02 1.008e-01 8.933e-02 8.656e-02 7.809e-02 7.125e-02 6.027e-02 4.762e-02 4.323e-02 2.998e-02 2.423e-02 1.691e-02 1.146e-02 7.954e-03 4.984e-03 4.009e-03 1.628e-03 7.608e-04 5.827e-04 1.896e-04 8.317e-05 2.202e-09 7.251e-11 6.823e-11 7.245e-11 7.054e-11 7.646e-11 6.852e-11 6.759e-11 6.759e-11 6.760e-11 +53 EP 12 2.747e-11 3.116e-09 3.188e-01 4.390e-01 1.938e-01 3.755e-02 7.855e-09 1.207e-09 8.426e-10 1.334e-09 2.408e-09 1.596e-03 5.691e-03 1.912e-03 1.324e-03 6.023e-10 3.740e-04 2.430e-10 1.871e-10 1.725e-10 9.010e-11 1.787e-10 6.000e-11 5.671e-11 3.552e-11 3.598e-11 3.851e-11 3.345e-11 2.952e-11 5.658e-11 3.885e-11 2.747e-11 2.747e-11 4.897e-11 2.747e-11 2.747e-11 2.747e-11 2.747e-11 2.747e-11 2.747e-11 +53 EP 13 4.401e-11 5.551e-02 9.796e-02 1.378e-01 1.446e-01 1.302e-01 1.063e-01 8.644e-02 6.775e-02 5.033e-02 3.713e-02 2.742e-02 1.921e-02 1.479e-02 8.877e-03 7.813e-03 3.014e-03 2.088e-03 1.539e-03 7.906e-04 1.377e-04 2.201e-04 6.928e-11 4.712e-11 9.934e-11 4.634e-11 3.924e-05 4.533e-11 4.470e-11 4.406e-11 4.606e-11 4.403e-11 4.403e-11 6.360e-11 4.408e-11 4.402e-11 4.402e-11 4.401e-11 4.401e-11 4.401e-11 +53 EP 14 9.200e-12 2.057e-01 2.930e-01 2.129e-01 1.197e-01 4.757e-02 3.139e-02 2.012e-02 1.581e-02 1.784e-02 1.751e-02 9.133e-03 4.801e-03 2.877e-03 1.052e-03 3.780e-04 1.472e-04 3.202e-05 4.931e-05 9.158e-11 3.055e-11 1.297e-11 1.180e-11 1.430e-11 8.792e-11 9.367e-12 1.081e-11 9.443e-12 9.249e-12 9.840e-12 1.803e-11 9.200e-12 9.200e-12 2.330e-11 9.200e-12 9.200e-12 9.200e-12 9.200e-12 9.200e-12 9.200e-12 +53 EP 15 1.128e-10 5.427e-01 2.258e-04 4.945e-03 6.334e-03 1.424e-02 1.381e-02 4.111e-02 3.076e-02 4.564e-03 8.411e-02 4.821e-02 8.051e-02 5.524e-02 4.173e-02 1.753e-02 9.663e-03 3.971e-03 1.659e-04 1.882e-08 1.072e-06 7.294e-10 6.003e-10 2.645e-10 1.135e-04 7.098e-05 2.455e-10 3.657e-10 1.426e-10 2.956e-10 1.723e-10 1.129e-10 1.128e-10 1.138e-10 1.128e-10 1.129e-10 1.128e-10 1.128e-10 1.128e-10 1.128e-10 +53 EP 16 1.314e-10 1.153e-02 5.942e-09 1.522e-08 6.417e-08 1.251e-01 1.110e-01 7.443e-02 4.834e-07 3.095e-07 3.643e-03 5.377e-02 1.052e-01 1.205e-01 1.106e-01 9.771e-02 7.839e-02 4.248e-02 2.873e-02 2.050e-02 8.450e-03 5.076e-03 2.307e-03 4.515e-04 1.887e-08 1.495e-09 5.852e-10 3.528e-10 1.341e-04 1.332e-09 5.169e-10 1.315e-10 1.314e-10 1.963e-10 1.314e-10 1.314e-10 1.314e-10 1.314e-10 1.314e-10 1.314e-10 +53 TP 1 2.524e-05 2.626e-09 3.753e-01 3.080e-01 6.945e-02 4.027e-07 4.681e-02 2.845e-04 4.133e-02 7.171e-10 1.386e-09 1.391e-01 7.142e-10 1.972e-02 2.537e-06 1.039e-09 +53 TP 2 1.177e-01 4.784e-09 1.032e-08 7.031e-06 4.574e-09 1.776e-08 2.782e-08 1.944e-09 4.759e-07 6.138e-05 8.821e-01 8.613e-09 6.175e-10 1.505e-09 1.385e-04 5.566e-09 +53 TP 3 6.580e-10 4.961e-03 3.967e-01 2.195e-01 1.073e-01 2.564e-01 7.183e-10 9.017e-10 9.866e-03 2.420e-10 3.140e-10 1.694e-09 2.887e-11 4.852e-10 3.753e-07 5.288e-03 +53 TP 4 1.775e-10 2.394e-03 4.418e-01 2.457e-01 1.233e-02 2.335e-01 2.812e-10 1.729e-05 8.952e-09 5.265e-05 2.100e-10 6.183e-02 3.429e-11 2.819e-10 1.701e-03 6.658e-04 +53 TP 5 1.752e-02 2.900e-06 6.656e-03 2.037e-01 3.232e-02 2.940e-03 2.581e-01 3.396e-09 1.567e-02 3.578e-10 3.669e-05 4.017e-01 2.009e-10 1.322e-08 2.059e-07 6.127e-02 +53 TP 6 1.442e-01 3.245e-10 3.378e-01 4.347e-01 2.247e-09 1.633e-09 2.563e-09 9.952e-06 2.537e-05 1.085e-10 3.261e-10 3.689e-02 6.983e-11 1.329e-02 5.044e-10 3.312e-02 +53 TP 7 1.046e-05 3.988e-02 3.590e-01 2.678e-01 2.982e-02 5.062e-02 1.815e-02 6.213e-09 4.717e-06 8.291e-10 1.628e-09 2.348e-01 4.086e-10 6.002e-09 2.592e-09 2.803e-09 +53 TP 8 8.423e-10 2.343e-10 1.663e-08 1.690e-06 1.187e-09 2.149e-04 1.311e-09 1.834e-01 3.325e-10 1.439e-10 1.589e-10 4.603e-07 5.192e-03 8.112e-01 2.025e-10 3.420e-10 +53 TP 9 1.869e-03 7.956e-02 1.699e-02 4.290e-07 8.435e-10 4.392e-03 1.414e-09 2.340e-10 8.244e-01 1.429e-03 7.734e-07 2.551e-04 7.493e-11 1.655e-10 6.698e-02 4.179e-03 +53 TP 10 2.435e-09 8.198e-09 5.404e-09 3.724e-09 2.918e-09 4.038e-09 8.388e-09 8.733e-09 5.878e-02 7.491e-01 1.609e-01 7.855e-09 2.958e-02 1.637e-03 5.642e-09 1.139e-08 +53 TP 11 7.452e-09 4.076e-02 2.249e-06 7.164e-03 1.353e-02 4.509e-09 6.639e-02 1.729e-09 6.669e-01 2.415e-02 1.768e-01 4.345e-03 2.090e-09 1.300e-09 1.008e-08 2.558e-09 +53 TP 12 1.217e-02 1.448e-02 3.747e-01 5.746e-01 2.182e-09 2.396e-02 2.131e-09 2.341e-09 5.803e-09 1.474e-08 3.661e-09 3.561e-09 1.634e-10 5.291e-05 4.981e-09 2.079e-09 +53 TP 13 5.297e-09 4.989e-09 8.435e-10 1.148e-09 1.346e-09 6.590e-10 3.943e-10 1.377e-02 6.895e-10 2.980e-03 4.574e-10 1.092e-09 9.833e-01 4.392e-09 6.045e-10 2.851e-10 +53 TP 14 1.867e-10 1.892e-10 1.538e-08 1.007e-08 6.695e-10 1.653e-02 3.892e-10 4.443e-01 1.477e-10 5.745e-11 7.550e-11 4.100e-08 4.114e-10 5.392e-01 8.868e-11 7.665e-11 +53 TP 15 1.366e-09 2.251e-09 2.847e-08 2.235e-03 1.697e-09 3.270e-09 3.511e-09 1.420e-09 9.647e-01 4.857e-04 2.916e-09 2.251e-02 9.322e-10 1.513e-09 1.011e-02 2.374e-09 +53 TP 16 1.152e-08 1.438e-09 8.333e-09 7.894e-09 1.208e-01 1.690e-01 4.492e-01 3.042e-08 9.555e-09 5.676e-09 1.459e-08 2.519e-01 8.199e-10 3.937e-09 3.701e-09 9.078e-03 +54 IP 1 3.843e-02 +54 IP 2 7.410e-03 +54 IP 3 1.243e-02 +54 IP 4 3.854e-09 +54 IP 5 6.835e-03 +54 IP 6 5.379e-09 +54 IP 7 4.320e-09 +54 IP 8 5.166e-09 +54 IP 9 8.331e-03 +54 IP 10 1.072e-02 +54 IP 11 5.040e-08 +54 IP 12 6.212e-04 +54 IP 13 3.356e-09 +54 IP 14 1.138e-08 +54 IP 15 1.051e-01 +54 IP 16 8.032e-01 +54 IP 17 4.438e-03 +54 IP 18 7.816e-09 +54 IP 19 2.544e-03 +54 IP 20 1.049e-08 +54 EP 1 2.554e-11 1.762e-02 7.252e-02 5.626e-02 4.840e-02 5.290e-02 3.675e-02 6.128e-02 5.590e-02 6.582e-02 6.413e-02 6.452e-02 6.628e-02 6.301e-02 5.810e-02 5.030e-02 4.457e-02 3.607e-02 2.853e-02 2.016e-02 1.495e-02 8.686e-03 5.424e-03 3.787e-03 1.785e-03 1.106e-03 7.554e-04 1.417e-04 2.470e-04 2.524e-10 1.465e-10 6.990e-11 7.065e-11 3.369e-11 2.595e-11 2.740e-11 3.165e-11 2.562e-11 2.636e-11 2.562e-11 4.071e-11 2.580e-11 2.554e-11 2.562e-11 2.654e-11 2.562e-11 2.562e-11 2.562e-11 2.562e-11 2.562e-11 +54 EP 2 5.248e-10 8.614e-03 4.846e-01 3.839e-01 1.211e-01 3.701e-04 3.985e-05 1.298e-03 1.245e-08 1.146e-08 2.435e-09 1.246e-05 2.097e-08 2.680e-09 2.169e-09 2.215e-09 1.115e-09 8.112e-09 7.844e-10 7.105e-10 7.140e-10 5.808e-10 5.475e-10 5.595e-10 5.616e-10 5.492e-10 5.257e-10 5.419e-10 6.053e-10 5.352e-10 5.262e-10 5.250e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 5.248e-10 +54 EP 3 3.953e-10 7.662e-01 1.651e-01 7.186e-03 4.841e-02 2.325e-05 8.275e-05 2.999e-09 4.260e-07 6.375e-04 1.228e-02 1.680e-05 4.352e-09 2.328e-09 1.129e-09 1.717e-09 7.913e-10 2.729e-09 6.541e-10 6.866e-10 2.493e-05 5.014e-10 4.281e-10 4.408e-10 4.948e-10 4.115e-10 3.956e-10 4.238e-10 4.186e-10 4.065e-10 3.958e-10 3.954e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 3.953e-10 +54 EP 4 8.610e-10 4.507e-09 2.671e-07 9.208e-03 8.964e-02 2.025e-01 2.166e-01 1.906e-01 1.313e-01 8.494e-02 4.304e-02 2.286e-02 8.971e-03 3.245e-09 2.010e-09 3.198e-09 3.581e-09 3.310e-04 1.304e-09 1.299e-09 4.194e-09 9.744e-10 9.176e-10 9.199e-10 9.064e-10 8.762e-10 8.633e-10 8.971e-10 9.004e-10 8.670e-10 8.679e-10 8.621e-10 8.613e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 8.610e-10 +54 EP 5 2.852e-10 2.625e-01 4.876e-01 2.187e-01 5.871e-03 8.940e-05 1.689e-04 1.100e-02 8.959e-03 3.070e-03 5.545e-09 9.567e-04 2.929e-09 1.029e-03 6.315e-10 1.078e-09 6.315e-10 1.466e-09 4.789e-10 5.326e-10 1.077e-09 4.836e-10 3.188e-10 3.247e-10 3.193e-10 2.927e-10 2.854e-10 2.932e-10 2.939e-10 2.954e-10 2.855e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 2.852e-10 +54 EP 6 1.709e-09 4.219e-07 1.894e-08 9.619e-09 7.423e-09 6.223e-09 1.213e-08 1.162e-02 2.140e-08 1.858e-02 3.675e-02 5.217e-02 6.523e-02 1.049e-01 1.363e-01 1.278e-01 1.120e-01 1.237e-01 7.497e-02 7.379e-02 3.355e-02 1.530e-02 1.129e-02 1.295e-03 5.571e-04 2.803e-09 2.815e-05 2.089e-09 1.987e-04 1.824e-09 1.765e-09 1.711e-09 1.713e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.710e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 1.709e-09 +54 EP 7 8.598e-10 6.963e-09 5.914e-09 3.815e-07 5.522e-09 6.620e-09 5.076e-04 4.044e-02 1.141e-01 1.636e-01 1.861e-01 1.679e-01 1.389e-01 8.865e-02 6.018e-02 2.711e-02 1.257e-02 1.417e-05 6.050e-09 1.389e-09 1.193e-09 1.008e-09 9.279e-10 9.683e-10 9.772e-10 2.274e-06 8.653e-10 8.994e-10 8.932e-10 8.845e-10 8.680e-10 8.601e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 8.598e-10 +54 EP 8 8.113e-10 2.020e-09 1.505e-02 6.553e-02 6.690e-02 5.433e-02 7.525e-02 1.041e-01 1.112e-01 1.189e-01 1.080e-01 8.468e-02 7.003e-02 4.320e-02 3.558e-02 1.981e-02 1.858e-02 6.571e-03 1.768e-03 4.622e-04 5.024e-05 1.503e-09 2.654e-09 9.857e-10 9.181e-10 8.673e-10 8.506e-10 8.590e-10 8.472e-10 9.372e-10 1.165e-05 8.178e-10 8.122e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.115e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 8.113e-10 +54 EP 9 2.354e-10 9.585e-06 1.079e-01 3.242e-01 3.153e-01 1.663e-01 6.889e-02 1.333e-02 1.657e-04 4.009e-07 1.245e-09 1.194e-03 1.656e-03 2.094e-04 4.139e-04 3.690e-04 7.244e-10 1.081e-09 4.034e-10 3.708e-10 3.149e-10 2.736e-10 2.570e-10 2.554e-10 2.520e-10 2.426e-10 2.360e-10 2.404e-10 2.398e-10 2.444e-10 2.360e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 2.354e-10 +54 EP 10 1.597e-10 4.991e-01 3.763e-01 1.183e-01 6.066e-03 1.425e-08 4.068e-07 7.251e-08 7.091e-10 1.966e-06 8.899e-10 2.621e-04 1.432e-09 1.117e-08 4.809e-10 8.282e-10 3.161e-10 7.898e-10 2.716e-10 2.458e-10 2.033e-10 1.719e-10 1.677e-10 1.659e-10 1.672e-10 1.624e-10 1.598e-10 1.652e-10 1.654e-10 1.606e-10 1.598e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 1.597e-10 +54 EP 11 4.547e-11 3.092e-09 3.547e-08 5.080e-02 1.004e-01 9.392e-02 1.203e-01 7.970e-02 8.826e-02 9.321e-02 8.295e-02 7.904e-02 5.318e-02 4.331e-02 3.590e-02 2.373e-02 1.797e-02 1.386e-02 8.319e-03 7.164e-03 3.983e-03 2.873e-03 6.563e-07 1.625e-09 1.077e-03 2.072e-09 2.058e-10 5.306e-10 8.301e-05 4.260e-10 3.374e-10 8.136e-11 6.180e-11 5.037e-11 4.570e-11 4.592e-11 5.307e-11 4.547e-11 4.548e-11 4.547e-11 5.860e-11 4.547e-11 4.547e-11 4.547e-11 4.548e-11 4.547e-11 4.547e-11 4.547e-11 4.547e-11 4.547e-11 +54 EP 12 8.290e-09 1.750e-08 1.924e-08 1.514e-08 1.588e-08 1.885e-08 2.620e-03 4.854e-02 2.029e-01 2.003e-01 1.660e-01 1.581e-01 1.111e-01 3.429e-02 1.122e-07 1.428e-08 1.969e-08 1.854e-08 1.668e-08 3.444e-07 2.572e-03 1.372e-02 1.696e-02 2.095e-02 1.644e-02 2.378e-03 1.849e-03 7.622e-04 4.691e-07 3.381e-04 1.740e-04 8.355e-09 8.450e-09 8.291e-09 8.291e-09 8.293e-09 8.291e-09 8.290e-09 8.291e-09 8.290e-09 8.301e-09 8.290e-09 8.290e-09 8.290e-09 8.290e-09 8.290e-09 8.290e-09 8.290e-09 8.290e-09 8.290e-09 +54 EP 13 3.545e-10 2.480e-08 3.659e-05 1.181e-02 9.220e-02 2.086e-01 2.455e-01 2.151e-01 1.246e-01 7.125e-02 2.505e-02 5.889e-03 6.415e-09 3.989e-09 8.025e-10 7.987e-10 1.170e-09 1.031e-09 5.127e-10 4.682e-10 4.049e-10 3.827e-10 3.739e-10 3.911e-10 3.658e-10 3.625e-10 3.548e-10 3.572e-10 3.559e-10 3.624e-10 3.556e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 3.545e-10 +54 EP 14 1.130e-09 4.448e-01 2.822e-03 1.787e-02 7.190e-02 6.537e-02 4.597e-02 1.631e-02 1.671e-04 3.021e-09 4.786e-04 1.379e-02 3.531e-02 4.977e-02 5.514e-02 5.648e-02 4.796e-02 4.222e-02 1.733e-02 8.790e-03 6.411e-03 4.271e-04 1.299e-09 2.190e-09 1.396e-04 1.426e-05 1.132e-09 1.216e-09 5.547e-04 1.187e-09 1.132e-09 1.131e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 1.130e-09 +54 EP 15 2.909e-12 1.374e-01 1.877e-01 1.758e-01 1.369e-01 1.038e-01 7.717e-02 5.678e-02 4.048e-02 2.738e-02 1.989e-02 1.396e-02 9.479e-03 6.092e-03 3.470e-03 2.196e-03 8.696e-04 7.076e-04 9.166e-08 4.168e-10 2.805e-08 2.684e-09 5.886e-11 4.359e-10 1.981e-11 9.787e-11 9.939e-12 2.775e-11 3.825e-11 1.137e-11 7.320e-06 3.323e-12 3.101e-12 2.928e-12 2.909e-12 2.910e-12 2.915e-12 2.909e-12 2.909e-12 2.909e-12 2.910e-12 2.909e-12 2.909e-12 2.909e-12 2.909e-12 2.909e-12 2.909e-12 2.909e-12 2.909e-12 2.909e-12 +54 EP 16 1.776e-12 1.911e-01 2.227e-01 1.812e-01 1.294e-01 8.924e-02 6.159e-02 4.108e-02 2.812e-02 1.932e-02 1.314e-02 8.627e-03 5.743e-03 3.579e-03 2.265e-03 1.379e-03 8.622e-04 1.977e-04 2.846e-04 1.100e-09 6.170e-09 7.900e-10 2.390e-05 1.304e-09 1.922e-09 3.455e-11 4.231e-12 3.420e-12 1.916e-12 9.866e-11 1.816e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 1.776e-12 +54 EP 17 2.514e-10 1.076e-01 2.029e-01 2.049e-01 1.608e-01 1.259e-01 9.053e-02 6.173e-02 3.075e-02 1.484e-02 4.075e-09 6.647e-09 1.431e-09 1.524e-09 2.324e-09 4.146e-05 1.234e-09 1.621e-09 5.558e-10 5.084e-10 4.052e-10 4.239e-10 3.707e-10 3.083e-10 3.054e-10 2.721e-10 2.764e-10 2.649e-10 2.887e-10 2.807e-10 2.560e-10 2.531e-10 2.519e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.515e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 2.514e-10 +54 EP 18 2.801e-09 7.138e-09 8.343e-09 1.668e-08 7.834e-09 6.050e-09 6.566e-09 4.339e-03 5.319e-02 1.178e-01 1.303e-01 1.481e-01 1.614e-01 1.183e-01 9.303e-02 6.155e-02 4.016e-02 4.051e-02 1.887e-02 8.001e-03 2.425e-03 1.545e-03 4.288e-04 2.454e-07 3.557e-09 2.138e-05 2.806e-09 3.386e-09 2.826e-09 2.887e-09 2.814e-09 2.801e-09 2.802e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.804e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 2.801e-09 +54 EP 19 2.675e-09 4.806e-09 1.483e-08 5.740e-09 6.453e-09 6.662e-09 6.483e-09 5.822e-09 6.035e-09 6.790e-09 1.094e-05 2.269e-03 2.655e-02 6.773e-02 8.545e-02 1.057e-01 1.239e-01 1.277e-01 1.353e-01 1.197e-01 8.659e-02 5.801e-02 2.129e-02 2.323e-02 7.523e-03 2.819e-03 7.984e-04 1.922e-03 6.808e-09 3.544e-03 2.875e-09 2.684e-09 2.728e-09 2.676e-09 2.677e-09 2.678e-09 2.677e-09 2.676e-09 2.677e-09 2.676e-09 2.750e-09 2.677e-09 2.675e-09 2.676e-09 2.678e-09 2.676e-09 2.676e-09 2.676e-09 2.676e-09 2.676e-09 +54 EP 20 7.045e-10 2.845e-09 6.831e-09 6.379e-03 4.445e-03 5.328e-08 4.472e-09 5.385e-03 4.109e-03 1.083e-06 1.565e-08 4.439e-03 1.607e-02 1.291e-02 2.580e-02 2.508e-02 3.270e-02 5.278e-02 8.387e-02 7.667e-02 7.676e-02 8.351e-02 7.989e-02 6.889e-02 5.156e-02 5.942e-02 4.853e-02 4.554e-02 2.529e-02 2.440e-02 1.793e-02 1.480e-02 1.198e-02 2.818e-03 4.932e-03 7.750e-03 4.227e-03 1.409e-03 2.818e-03 7.045e-04 7.045e-04 1.409e-03 7.045e-10 7.045e-04 1.409e-03 2.114e-03 2.818e-03 2.114e-03 2.818e-03 2.114e-03 +54 TP 1 4.224e-01 3.906e-10 3.182e-09 2.786e-10 2.195e-10 3.057e-09 3.016e-10 6.943e-10 3.560e-10 1.773e-04 1.063e-01 4.715e-06 2.744e-10 9.918e-10 4.526e-01 4.750e-09 3.362e-03 1.925e-10 1.388e-09 1.509e-02 +54 TP 2 3.243e-07 4.246e-03 1.064e-01 7.405e-07 1.709e-01 1.999e-07 2.462e-02 5.300e-02 2.134e-01 3.488e-01 8.370e-06 9.941e-10 6.893e-02 1.285e-05 3.213e-08 1.274e-07 3.476e-03 6.320e-03 6.232e-09 2.567e-09 +54 TP 3 1.142e-08 5.294e-02 5.845e-04 8.207e-03 1.205e-01 7.598e-10 1.623e-02 2.228e-03 3.210e-01 2.586e-01 1.914e-08 9.001e-10 2.064e-01 1.657e-09 1.595e-08 8.339e-08 1.920e-06 1.270e-02 1.523e-09 7.142e-04 +54 TP 4 5.803e-08 3.678e-01 3.296e-02 3.552e-09 1.922e-03 3.504e-09 3.504e-09 1.628e-08 9.644e-02 2.325e-01 7.957e-04 1.865e-09 4.534e-09 3.809e-02 3.188e-08 7.186e-08 2.295e-01 6.350e-09 3.269e-09 4.020e-09 +54 TP 5 6.902e-05 4.607e-03 4.183e-02 1.491e-01 7.098e-02 9.905e-10 1.014e-03 4.829e-02 1.961e-01 4.637e-02 9.267e-05 7.533e-10 3.438e-01 1.832e-09 3.803e-02 1.238e-07 1.556e-04 5.325e-02 4.692e-03 1.716e-03 +54 TP 6 2.091e-06 9.275e-02 3.648e-02 1.596e-08 5.668e-09 7.272e-03 4.650e-09 3.387e-08 6.365e-02 9.942e-02 4.063e-08 2.778e-02 5.766e-09 1.284e-08 9.907e-02 5.494e-08 5.579e-01 1.569e-02 3.758e-09 3.623e-09 +54 TP 7 9.623e-03 2.512e-01 9.632e-02 3.024e-02 4.436e-02 7.332e-09 7.324e-07 9.234e-08 3.337e-02 1.614e-01 3.006e-02 1.781e-02 2.387e-06 1.110e-01 5.110e-04 6.242e-05 2.130e-01 9.456e-04 3.132e-09 9.619e-09 +54 TP 8 5.025e-07 2.367e-05 2.516e-07 3.971e-06 7.768e-05 3.438e-01 1.351e-01 1.081e-01 4.387e-08 1.254e-07 1.203e-07 1.205e-02 2.072e-04 2.548e-08 1.392e-07 1.839e-08 3.160e-01 1.590e-07 8.252e-02 1.938e-03 +54 TP 9 6.002e-04 6.744e-02 1.848e-01 4.429e-02 8.454e-02 1.354e-09 4.438e-02 1.349e-07 6.096e-02 3.284e-01 3.661e-04 6.059e-10 7.128e-02 6.840e-06 9.928e-03 2.739e-02 4.423e-02 2.660e-02 4.781e-03 3.547e-09 +54 TP 10 8.176e-09 2.473e-02 1.369e-01 5.852e-03 2.951e-01 4.236e-10 2.068e-06 3.741e-03 1.716e-01 3.295e-01 6.836e-09 3.827e-10 3.108e-02 8.768e-10 1.047e-08 3.711e-08 1.430e-03 1.013e-04 1.088e-09 2.979e-09 +54 TP 11 9.960e-01 7.213e-10 1.261e-09 8.421e-10 4.753e-10 2.821e-09 2.718e-03 2.918e-09 7.910e-10 1.851e-09 1.777e-08 1.842e-08 1.003e-09 1.224e-09 1.843e-08 1.408e-08 2.209e-09 7.379e-10 7.027e-10 1.261e-03 +54 TP 12 2.561e-07 1.635e-08 2.172e-08 3.412e-01 1.310e-08 1.200e-08 1.541e-04 1.697e-01 8.030e-02 1.687e-08 1.104e-06 8.227e-02 2.168e-08 4.018e-08 3.789e-07 1.936e-07 3.155e-01 1.282e-08 1.160e-08 1.087e-02 +54 TP 13 3.840e-08 7.485e-02 3.799e-02 1.566e-03 1.111e-01 1.058e-08 1.833e-01 1.740e-09 4.829e-03 2.503e-01 2.026e-04 9.514e-10 3.239e-02 2.523e-01 9.444e-09 1.655e-07 2.165e-02 1.901e-08 2.956e-02 1.487e-09 +54 TP 14 9.342e-09 1.323e-01 2.070e-05 5.303e-02 6.709e-02 1.787e-09 8.784e-03 6.136e-09 4.073e-01 1.157e-01 1.003e-08 2.294e-09 1.353e-01 4.404e-09 2.956e-08 7.764e-02 1.372e-07 2.854e-03 1.904e-09 1.754e-09 +54 TP 15 1.583e-09 2.935e-08 7.707e-11 1.091e-10 8.625e-11 5.769e-11 8.723e-06 3.505e-05 2.627e-10 5.176e-09 5.172e-02 3.087e-11 1.539e-10 7.618e-11 9.377e-01 1.033e-02 7.796e-05 5.180e-11 5.912e-05 1.075e-04 +54 TP 16 1.891e-08 2.063e-10 4.582e-04 1.061e-10 3.134e-07 2.115e-11 3.761e-11 5.115e-11 1.029e-04 2.695e-08 4.118e-09 3.172e-11 2.033e-08 4.380e-11 6.213e-03 9.932e-01 6.560e-11 5.062e-11 3.989e-11 1.938e-10 +54 TP 17 2.146e-08 5.034e-02 1.945e-09 2.480e-09 2.546e-05 1.038e-09 3.166e-02 1.934e-01 6.310e-02 8.488e-05 3.816e-03 6.809e-10 6.537e-02 1.488e-09 3.805e-08 9.192e-09 5.740e-01 1.102e-04 1.449e-02 3.605e-03 +54 TP 18 4.154e-05 2.704e-08 6.872e-09 2.530e-01 8.501e-09 3.379e-01 3.225e-07 5.375e-09 2.775e-01 7.746e-09 2.245e-06 5.080e-02 6.489e-04 1.131e-08 4.888e-06 3.906e-08 8.554e-08 1.818e-05 7.049e-02 9.625e-03 +54 TP 19 1.166e-01 9.997e-09 4.121e-09 4.741e-01 4.322e-09 8.442e-02 1.557e-08 7.429e-09 9.476e-02 5.316e-09 3.395e-08 1.044e-01 1.244e-08 4.635e-09 3.113e-05 5.821e-08 1.355e-08 1.644e-08 1.009e-01 2.477e-02 +54 TP 20 4.544e-01 2.632e-03 1.137e-09 2.816e-09 1.109e-09 3.664e-03 2.648e-03 2.173e-09 2.821e-04 7.537e-09 2.766e-04 9.413e-04 1.397e-09 1.258e-09 1.328e-02 1.274e-07 3.450e-03 1.214e-09 7.396e-03 5.110e-01 +55 IP 1 1.022e-08 +55 IP 2 3.481e-02 +55 IP 3 1.733e-08 +55 IP 4 2.029e-08 +55 IP 5 4.942e-02 +55 IP 6 7.772e-09 +55 IP 7 5.486e-01 +55 IP 8 1.306e-02 +55 IP 9 1.860e-01 +55 IP 10 6.632e-03 +55 IP 11 6.749e-08 +55 IP 12 7.303e-02 +55 IP 13 8.781e-02 +55 IP 14 6.299e-04 +55 EP 1 4.516e-11 1.791e-09 7.962e-03 4.232e-09 3.552e-09 2.626e-06 3.058e-02 5.551e-02 8.771e-02 7.686e-02 7.923e-02 9.030e-02 8.617e-02 8.705e-02 8.700e-02 7.608e-02 6.544e-02 5.275e-02 4.118e-02 2.989e-02 1.668e-02 1.129e-02 8.251e-03 4.620e-03 2.184e-03 1.959e-03 9.340e-04 3.326e-04 3.193e-10 7.587e-11 1.137e-05 5.379e-11 4.908e-11 4.541e-11 3.528e-05 4.550e-11 5.247e-11 4.524e-11 4.516e-11 4.525e-11 4.516e-11 4.518e-11 4.521e-11 4.518e-11 4.516e-11 4.516e-11 4.516e-11 4.516e-11 4.516e-11 4.516e-11 4.516e-11 +55 EP 2 2.230e-11 3.990e-01 6.943e-02 1.157e-01 1.950e-01 1.174e-01 4.769e-02 2.530e-02 5.055e-03 5.399e-03 3.843e-03 6.525e-03 1.131e-08 3.863e-03 7.043e-04 1.907e-03 2.081e-03 1.050e-03 7.811e-10 9.317e-09 9.307e-11 8.869e-11 7.406e-11 6.431e-11 6.373e-11 2.909e-11 3.087e-11 3.965e-11 3.090e-11 2.353e-11 3.226e-11 2.243e-11 2.232e-11 2.230e-11 2.733e-11 2.230e-11 2.234e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 2.230e-11 +55 EP 3 7.334e-12 1.007e-01 1.741e-01 1.792e-01 1.514e-01 1.130e-01 8.434e-02 6.187e-02 4.215e-02 3.234e-02 2.213e-02 1.463e-02 9.513e-03 6.404e-03 3.521e-03 2.483e-03 7.409e-04 1.031e-03 3.040e-04 1.948e-04 9.770e-11 4.634e-11 3.112e-11 5.375e-11 1.448e-05 1.541e-11 2.496e-11 3.031e-11 8.272e-12 7.924e-12 9.529e-12 8.030e-12 7.455e-12 7.339e-12 6.296e-07 7.356e-12 7.586e-12 7.339e-12 7.334e-12 7.334e-12 7.334e-12 7.334e-12 7.335e-12 7.334e-12 7.334e-12 7.334e-12 7.334e-12 7.334e-12 7.334e-12 7.334e-12 7.334e-12 +55 EP 4 3.805e-11 3.466e-09 5.360e-09 8.466e-09 3.034e-07 1.241e-08 1.786e-08 1.523e-08 1.918e-02 8.096e-02 1.460e-01 1.917e-01 1.848e-01 1.551e-01 1.045e-01 6.340e-02 3.278e-02 1.608e-02 5.385e-03 2.756e-05 2.346e-10 1.275e-10 1.097e-10 1.870e-10 1.005e-10 5.949e-11 5.084e-11 8.286e-11 5.738e-11 4.290e-11 5.854e-11 3.894e-11 3.827e-11 3.809e-11 5.320e-11 3.806e-11 3.835e-11 3.806e-11 3.806e-11 3.807e-11 3.806e-11 3.806e-11 3.806e-11 3.806e-11 3.805e-11 3.805e-11 3.806e-11 3.805e-11 3.805e-11 3.805e-11 3.818e-11 +55 EP 5 6.849e-11 2.077e-02 7.777e-02 8.899e-02 9.122e-02 8.214e-02 7.781e-02 8.163e-02 7.201e-02 7.279e-02 6.847e-02 5.967e-02 4.942e-02 4.398e-02 3.339e-02 2.435e-02 1.504e-02 1.157e-02 1.105e-02 6.662e-03 5.926e-03 2.441e-03 6.062e-04 2.142e-03 6.691e-10 5.787e-10 1.647e-04 3.648e-09 1.276e-10 1.374e-10 1.959e-10 1.524e-10 6.295e-10 9.098e-11 2.730e-10 2.656e-10 1.898e-10 8.086e-11 7.008e-11 7.030e-11 7.047e-11 7.339e-11 7.887e-11 7.419e-11 6.849e-11 6.849e-11 7.007e-11 6.849e-11 6.849e-11 6.849e-11 6.909e-11 +55 EP 6 4.404e-11 4.211e-10 1.553e-09 1.936e-02 4.424e-02 7.119e-02 8.741e-02 1.058e-01 1.097e-01 1.091e-01 9.675e-02 9.303e-02 8.385e-02 6.258e-02 4.395e-02 2.839e-02 1.717e-02 1.235e-02 6.291e-03 3.853e-03 2.308e-03 1.087e-03 6.600e-04 3.490e-04 4.287e-05 3.963e-04 1.227e-04 1.130e-10 9.229e-11 7.725e-11 4.854e-11 8.849e-06 4.735e-11 4.409e-11 7.032e-11 4.447e-11 4.458e-11 4.467e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.404e-11 4.405e-11 +55 EP 7 3.174e-12 3.844e-01 3.883e-01 1.825e-01 3.750e-02 3.502e-07 4.093e-07 1.119e-07 6.555e-03 7.521e-04 1.193e-06 3.367e-10 1.438e-09 5.605e-10 1.319e-10 6.794e-11 3.908e-11 4.703e-11 2.708e-11 6.331e-11 7.048e-06 8.366e-12 8.462e-12 7.543e-12 5.677e-12 4.401e-12 3.635e-12 4.121e-12 3.461e-12 3.331e-12 3.545e-12 3.208e-12 3.176e-12 3.174e-12 3.899e-12 3.175e-12 3.177e-12 3.175e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 3.174e-12 +55 EP 8 1.200e-11 3.823e-05 4.204e-07 1.124e-05 3.531e-02 1.296e-01 1.883e-01 2.014e-01 1.847e-01 1.434e-01 7.835e-02 2.866e-02 1.013e-02 8.207e-10 1.999e-10 1.699e-10 1.187e-10 1.324e-10 9.143e-11 3.100e-10 7.657e-11 2.999e-11 2.931e-11 4.677e-11 2.338e-11 1.970e-11 1.420e-11 1.703e-11 1.279e-11 1.382e-11 1.266e-11 1.294e-11 1.205e-11 1.200e-11 1.329e-11 1.200e-11 1.203e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 1.200e-11 +55 EP 9 7.857e-12 1.310e-09 6.236e-03 2.136e-01 3.111e-01 2.497e-01 1.396e-01 6.744e-02 1.237e-02 1.086e-09 2.234e-10 1.794e-10 2.896e-10 2.463e-10 8.855e-11 8.131e-11 4.828e-11 6.381e-11 3.355e-11 9.115e-11 6.499e-06 1.568e-11 1.956e-11 1.838e-11 1.165e-11 9.676e-12 9.111e-12 9.976e-12 8.260e-12 8.229e-12 8.068e-12 7.868e-12 7.869e-12 7.857e-12 8.393e-12 7.857e-12 7.867e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 7.857e-12 +55 EP 10 1.992e-10 2.725e-09 2.093e-08 2.027e-08 2.191e-08 6.735e-09 5.762e-09 6.204e-09 1.173e-08 2.286e-07 1.625e-08 2.162e-08 2.823e-04 1.862e-02 7.034e-02 1.168e-01 1.538e-01 1.356e-01 1.521e-01 1.238e-01 8.938e-02 5.989e-02 3.699e-02 2.020e-02 1.402e-02 6.125e-03 2.813e-09 1.836e-03 2.243e-04 4.029e-10 5.544e-10 2.598e-10 2.214e-10 2.054e-10 3.889e-10 2.008e-10 2.084e-10 2.003e-10 1.998e-10 2.001e-10 1.998e-10 1.995e-10 1.994e-10 1.994e-10 1.992e-10 1.992e-10 1.994e-10 1.992e-10 1.992e-10 1.992e-10 2.325e-10 +55 EP 11 3.420e-11 1.970e-09 5.279e-02 1.190e-01 1.391e-01 1.987e-01 1.742e-01 1.404e-01 9.783e-02 5.527e-02 2.263e-02 4.224e-06 2.441e-07 1.662e-09 2.901e-09 5.123e-09 2.790e-09 1.129e-09 1.230e-09 7.519e-10 3.629e-10 3.897e-10 3.499e-10 2.997e-10 2.657e-05 1.088e-10 1.157e-04 2.308e-10 7.752e-11 4.358e-11 8.539e-11 4.902e-11 3.501e-11 3.424e-11 3.974e-11 3.422e-11 3.619e-11 3.423e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.420e-11 3.426e-11 +55 EP 12 1.797e-11 7.880e-02 4.366e-01 3.098e-01 1.173e-01 5.231e-05 1.258e-09 2.975e-09 4.927e-03 1.185e-02 1.527e-02 1.242e-02 1.020e-02 2.708e-03 6.978e-09 7.103e-10 5.412e-10 2.599e-10 2.141e-10 3.330e-10 1.520e-10 4.513e-11 3.689e-11 3.697e-11 3.823e-11 2.526e-11 2.624e-11 2.650e-11 2.202e-11 1.980e-11 2.130e-11 1.851e-11 1.802e-11 1.797e-11 1.935e-11 1.797e-11 1.804e-11 1.798e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 1.797e-11 +55 EP 13 8.615e-12 4.490e-04 1.502e-01 2.537e-01 2.388e-01 1.644e-01 9.343e-02 4.691e-02 2.242e-02 1.154e-02 7.459e-03 4.304e-03 2.406e-03 9.684e-04 1.541e-03 7.825e-04 6.891e-04 1.752e-10 4.431e-10 5.688e-10 6.407e-08 6.322e-11 2.232e-11 3.729e-11 2.708e-11 5.354e-11 1.179e-11 1.390e-11 9.334e-12 1.184e-11 9.522e-12 9.739e-12 8.622e-12 8.615e-12 1.548e-11 8.616e-12 8.617e-12 8.618e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 8.615e-12 +55 EP 14 2.802e-10 1.140e-09 1.678e-09 9.623e-09 3.459e-09 3.118e-09 5.583e-03 4.812e-04 1.884e-09 3.814e-03 1.011e-02 9.187e-03 1.885e-02 4.184e-02 4.691e-02 8.525e-02 7.750e-02 8.161e-02 6.286e-02 6.602e-02 7.056e-02 7.565e-02 6.380e-02 5.746e-02 4.470e-02 3.919e-02 3.552e-02 2.646e-02 1.846e-02 1.429e-02 1.086e-02 7.790e-03 5.044e-03 3.643e-03 3.680e-03 1.681e-03 1.962e-03 2.522e-03 1.121e-03 1.121e-03 8.407e-04 1.681e-03 1.121e-03 2.802e-04 2.802e-10 2.802e-10 2.802e-04 2.802e-10 2.802e-10 2.802e-10 2.802e-04 +55 TP 1 2.782e-02 4.248e-02 3.802e-01 1.096e-03 1.591e-02 3.326e-02 9.833e-02 3.024e-09 7.354e-07 1.636e-09 2.600e-01 1.390e-01 1.859e-03 1.834e-05 +55 TP 2 6.023e-10 1.294e-08 2.223e-09 1.183e-09 8.659e-10 7.909e-03 4.010e-03 9.913e-04 2.656e-01 6.573e-10 1.993e-09 3.280e-01 3.935e-01 1.837e-10 +55 TP 3 4.701e-10 1.687e-08 9.183e-01 4.143e-03 1.160e-02 5.192e-02 1.653e-09 1.104e-04 2.387e-09 1.995e-03 6.807e-03 7.442e-09 3.954e-03 1.190e-03 +55 TP 4 1.814e-02 6.757e-02 2.283e-04 1.206e-02 9.272e-04 5.714e-03 2.440e-01 1.580e-03 3.155e-01 3.663e-06 1.333e-01 1.957e-01 2.018e-04 5.155e-03 +55 TP 5 3.721e-09 4.839e-09 8.715e-02 2.315e-08 8.014e-01 3.000e-02 2.774e-09 1.616e-08 1.214e-08 1.535e-09 3.539e-07 4.042e-09 2.728e-09 8.145e-02 +55 TP 6 8.486e-01 6.656e-09 2.397e-07 5.913e-02 4.537e-08 3.171e-09 3.301e-09 8.313e-07 2.311e-08 8.981e-02 2.411e-08 8.199e-09 3.710e-09 2.449e-03 +55 TP 7 9.719e-11 6.979e-08 8.100e-10 7.066e-03 3.620e-10 1.058e-02 5.089e-01 8.788e-02 2.272e-01 5.578e-04 3.182e-10 3.441e-03 1.545e-01 1.193e-05 +55 TP 8 1.849e-09 1.536e-01 6.652e-06 7.999e-02 7.787e-10 1.855e-07 3.890e-01 1.341e-02 5.601e-02 1.076e-02 1.070e-01 1.637e-01 2.658e-02 1.624e-10 +55 TP 9 5.687e-10 1.671e-01 8.549e-03 1.830e-02 1.048e-09 3.331e-10 6.590e-01 6.695e-05 3.373e-05 4.883e-09 3.890e-04 8.841e-02 5.811e-02 1.689e-10 +55 TP 10 2.172e-01 1.946e-09 8.317e-09 4.170e-02 7.131e-07 1.079e-09 2.183e-09 2.347e-01 3.973e-01 5.265e-02 7.035e-03 4.085e-09 2.301e-09 4.943e-02 +55 TP 11 1.745e-09 3.703e-08 5.961e-04 6.285e-05 1.959e-06 1.307e-01 8.027e-09 7.373e-02 1.536e-01 2.206e-09 3.324e-01 2.259e-01 8.134e-02 1.594e-03 +55 TP 12 3.039e-03 1.424e-01 5.250e-09 1.025e-02 3.610e-06 5.139e-02 5.313e-01 9.928e-03 2.570e-03 1.660e-05 4.487e-03 2.919e-07 2.445e-01 1.527e-04 +55 TP 13 5.915e-10 1.151e-03 1.812e-03 1.027e-01 2.393e-09 3.395e-02 2.768e-04 4.355e-01 2.086e-01 1.158e-02 2.250e-07 1.097e-03 2.034e-01 1.434e-07 +55 TP 14 1.473e-01 2.000e-09 4.591e-02 3.373e-02 2.604e-01 2.922e-09 1.933e-09 1.046e-05 7.038e-08 7.542e-03 2.339e-02 3.419e-09 2.047e-09 4.818e-01 +56 IP 1 4.815e-03 +56 IP 2 1.455e-03 +56 IP 3 6.862e-09 +56 IP 4 1.022e-01 +56 IP 5 4.544e-02 +56 IP 6 1.158e-02 +56 IP 7 5.649e-01 +56 IP 8 1.237e-07 +56 IP 9 7.993e-02 +56 IP 10 1.272e-08 +56 IP 11 6.654e-02 +56 IP 12 9.302e-02 +56 IP 13 2.287e-02 +56 IP 14 7.301e-03 +56 EP 1 5.901e-11 1.937e-01 5.381e-09 2.303e-08 1.668e-08 5.982e-09 7.801e-09 4.508e-09 1.592e-05 4.425e-02 9.371e-02 1.151e-01 1.279e-01 1.265e-01 1.038e-01 7.940e-02 6.060e-02 3.020e-02 1.695e-02 7.168e-03 7.851e-04 1.816e-08 2.196e-10 1.772e-10 2.417e-10 9.868e-11 1.017e-10 1.754e-10 1.196e-10 6.496e-11 8.373e-11 6.157e-11 7.625e-11 5.978e-11 5.901e-11 5.918e-11 5.902e-11 5.902e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 5.901e-11 +56 EP 2 4.757e-11 4.725e-10 2.806e-04 2.849e-02 4.103e-02 4.510e-02 6.376e-02 6.714e-02 8.538e-02 9.583e-02 9.487e-02 9.437e-02 9.141e-02 7.178e-02 5.931e-02 4.991e-02 3.798e-02 2.674e-02 1.562e-02 1.110e-02 8.110e-03 6.339e-03 3.279e-03 1.561e-03 4.727e-04 4.737e-09 9.014e-05 1.446e-10 1.339e-10 1.293e-05 4.838e-05 7.787e-11 1.108e-10 6.894e-11 4.816e-11 5.359e-11 4.776e-11 4.915e-11 4.767e-11 4.782e-11 4.757e-11 4.757e-11 4.759e-11 4.767e-11 4.757e-11 4.757e-11 4.757e-11 4.757e-11 4.757e-11 +56 EP 3 8.995e-11 5.707e-08 7.418e-09 8.004e-09 1.106e-07 1.596e-08 8.263e-05 5.885e-09 2.660e-06 2.831e-04 3.691e-02 8.348e-02 1.359e-01 1.487e-01 1.496e-01 1.195e-01 1.095e-01 8.296e-02 5.261e-02 3.597e-02 2.373e-02 1.018e-02 3.675e-03 3.495e-03 1.400e-03 1.523e-03 4.675e-04 3.181e-05 1.521e-10 2.789e-10 5.623e-10 1.636e-05 1.233e-10 9.516e-11 8.995e-11 9.039e-11 9.033e-11 9.000e-11 8.999e-11 8.995e-11 8.995e-11 8.995e-11 8.995e-11 8.995e-11 8.995e-11 8.995e-11 8.995e-11 8.995e-11 8.995e-11 +56 EP 4 7.527e-12 2.000e-08 5.697e-02 1.991e-01 2.531e-01 2.194e-01 1.460e-01 7.947e-02 3.335e-02 1.184e-02 1.229e-09 2.535e-10 2.594e-10 1.964e-10 5.793e-10 1.061e-05 4.881e-04 1.938e-04 2.215e-11 2.511e-11 2.998e-11 1.660e-11 1.127e-11 1.782e-10 1.316e-11 1.125e-11 1.675e-11 9.103e-12 8.568e-12 7.784e-12 8.002e-12 7.597e-12 8.134e-12 7.537e-12 7.527e-12 7.541e-12 7.527e-12 7.528e-12 7.530e-12 7.527e-12 7.527e-12 7.527e-12 7.528e-12 7.527e-12 7.527e-12 7.527e-12 7.527e-12 7.527e-12 7.527e-12 +56 EP 5 2.305e-11 1.376e-09 1.618e-02 5.964e-02 1.261e-01 1.833e-01 1.678e-01 1.720e-01 1.129e-01 7.304e-02 4.092e-02 2.571e-02 1.328e-02 5.459e-03 2.339e-03 3.186e-04 2.931e-05 1.656e-08 1.883e-04 1.104e-04 6.905e-10 2.781e-04 1.590e-04 1.544e-04 1.098e-04 6.541e-11 6.657e-09 4.044e-11 2.387e-05 7.777e-05 1.134e-10 4.707e-11 2.571e-11 2.345e-11 2.305e-11 2.454e-11 2.306e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 2.305e-11 +56 EP 6 8.769e-12 8.611e-02 1.639e-01 1.676e-01 1.439e-01 1.124e-01 8.434e-02 6.824e-02 4.870e-02 3.683e-02 2.767e-02 2.056e-02 1.297e-02 9.672e-03 7.560e-03 4.322e-03 2.734e-03 9.924e-04 8.401e-04 4.902e-04 1.622e-04 6.462e-11 1.028e-10 1.697e-10 3.304e-11 2.308e-11 2.625e-11 1.998e-10 1.231e-11 1.531e-11 7.003e-11 1.058e-11 1.096e-11 9.631e-12 8.805e-12 1.006e-11 8.789e-12 8.922e-12 8.848e-12 8.776e-12 8.770e-12 8.769e-12 8.787e-12 8.775e-12 8.769e-12 8.769e-12 8.769e-12 8.769e-12 8.769e-12 +56 EP 7 3.002e-12 3.872e-01 3.673e-01 1.803e-01 5.432e-02 9.045e-03 7.640e-07 1.210e-09 6.052e-09 5.798e-04 8.508e-04 4.179e-10 2.206e-07 6.512e-10 1.622e-10 3.590e-04 2.545e-07 1.108e-10 1.397e-11 1.321e-11 1.876e-11 1.002e-11 5.968e-12 1.628e-11 6.385e-12 5.529e-12 6.921e-12 4.538e-12 3.578e-12 3.554e-12 3.954e-12 3.624e-12 3.097e-12 3.011e-12 3.002e-12 3.021e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 3.002e-12 +56 EP 8 9.740e-12 2.847e-09 1.231e-09 1.235e-02 6.841e-02 1.093e-01 1.387e-01 1.508e-01 1.592e-01 1.298e-01 9.929e-02 6.500e-02 3.742e-02 1.734e-02 9.347e-03 3.054e-03 1.026e-06 1.750e-10 5.372e-11 4.528e-11 5.890e-11 3.462e-11 2.565e-11 3.349e-11 2.891e-11 1.974e-11 4.697e-11 1.694e-11 1.494e-11 1.351e-11 1.249e-11 1.234e-11 1.059e-11 9.945e-12 9.740e-12 9.785e-12 9.765e-12 9.754e-12 9.745e-12 9.740e-12 9.740e-12 9.740e-12 9.740e-12 9.740e-12 9.740e-12 9.740e-12 9.740e-12 9.740e-12 9.740e-12 +56 EP 9 1.089e-11 5.320e-09 2.223e-01 3.257e-01 2.540e-01 1.332e-01 6.368e-02 1.475e-05 2.459e-09 1.243e-09 3.606e-09 1.311e-09 1.307e-09 9.561e-04 8.080e-10 3.488e-06 4.066e-10 1.598e-04 1.941e-10 1.183e-10 4.712e-10 9.605e-11 5.055e-11 8.045e-11 5.782e-11 3.033e-11 4.550e-11 2.033e-11 2.504e-11 2.487e-11 2.684e-11 2.081e-11 1.151e-11 1.118e-11 1.089e-11 1.120e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 +56 EP 10 6.278e-11 1.026e-09 6.735e-06 1.430e-07 7.451e-09 1.828e-09 4.059e-09 5.246e-09 7.325e-09 2.150e-03 5.143e-02 7.375e-02 9.098e-02 8.608e-02 9.090e-02 1.073e-01 9.088e-02 8.681e-02 7.841e-02 6.918e-02 5.472e-02 4.180e-02 2.836e-02 2.012e-02 1.134e-02 8.045e-03 3.916e-03 2.290e-03 1.144e-03 2.575e-09 2.595e-06 3.085e-04 2.815e-05 1.003e-10 6.322e-11 1.245e-10 6.624e-11 7.089e-11 6.623e-11 6.311e-11 6.282e-11 6.278e-11 6.328e-11 6.325e-11 6.281e-11 6.278e-11 6.278e-11 6.278e-11 6.281e-11 +56 EP 11 2.385e-11 3.289e-09 4.462e-01 3.675e-01 1.474e-01 1.949e-02 6.303e-09 2.349e-09 8.047e-03 3.788e-03 1.606e-03 3.379e-03 9.138e-04 1.700e-03 1.376e-09 3.871e-05 5.204e-10 6.233e-10 4.638e-10 3.459e-10 2.103e-10 9.412e-08 5.547e-11 8.755e-11 6.358e-11 3.952e-11 3.986e-11 5.391e-11 3.547e-11 2.887e-11 4.250e-11 2.778e-11 2.753e-11 2.592e-11 2.385e-11 2.423e-11 2.387e-11 2.388e-11 2.388e-11 2.386e-11 2.385e-11 2.385e-11 2.386e-11 2.385e-11 2.385e-11 2.385e-11 2.385e-11 2.385e-11 2.385e-11 +56 EP 12 1.921e-11 1.516e-01 1.141e-02 1.255e-01 2.298e-01 2.243e-01 1.387e-01 8.627e-02 2.813e-02 4.108e-03 9.164e-05 1.400e-09 2.115e-09 1.279e-08 4.547e-10 1.479e-09 5.999e-10 3.095e-06 6.187e-10 2.207e-10 1.794e-10 6.353e-06 6.055e-11 1.191e-10 4.738e-11 4.261e-11 4.120e-11 9.450e-11 2.706e-11 2.346e-11 7.743e-11 2.119e-11 2.315e-11 2.038e-11 1.921e-11 1.942e-11 1.921e-11 1.921e-11 1.924e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 1.921e-11 +56 EP 13 4.562e-11 7.734e-10 2.815e-04 3.349e-02 4.181e-02 8.701e-02 1.374e-01 1.335e-01 1.709e-01 1.652e-01 1.001e-01 5.728e-02 3.624e-02 2.965e-02 5.414e-03 1.658e-03 2.178e-09 9.570e-09 4.258e-09 3.847e-09 6.034e-10 2.278e-08 3.980e-10 7.678e-10 2.062e-10 2.034e-10 1.703e-10 2.222e-10 1.339e-10 1.076e-10 1.263e-04 1.371e-10 1.675e-10 6.053e-11 4.572e-11 9.452e-11 4.630e-11 4.753e-11 4.747e-11 4.579e-11 4.563e-11 4.562e-11 4.589e-11 4.577e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 4.562e-11 +56 EP 14 2.737e-10 1.650e-09 1.370e-02 2.140e-02 2.091e-02 2.318e-02 2.069e-02 2.493e-02 2.069e-02 2.417e-02 1.963e-02 2.454e-02 2.224e-02 3.494e-02 4.533e-02 3.267e-02 4.042e-02 5.778e-02 4.420e-02 5.162e-02 5.618e-02 5.069e-02 5.050e-02 4.356e-02 4.189e-02 4.733e-02 3.627e-02 2.714e-02 2.429e-02 1.789e-02 1.620e-02 8.733e-03 9.458e-03 6.569e-03 3.558e-03 4.927e-03 3.558e-03 1.916e-03 2.190e-03 1.642e-03 2.737e-04 2.737e-10 1.095e-03 5.474e-04 2.737e-04 2.737e-10 2.737e-10 2.737e-10 2.737e-04 +56 TP 1 8.373e-09 1.408e-09 2.461e-09 3.715e-09 4.236e-09 2.223e-06 4.009e-01 2.154e-09 1.072e-01 1.940e-09 3.077e-01 1.842e-01 4.717e-09 4.778e-10 +56 TP 2 1.532e-01 1.841e-09 1.602e-08 3.569e-09 1.181e-09 4.833e-02 2.661e-09 1.444e-06 3.368e-09 6.166e-01 4.992e-09 3.080e-09 1.657e-01 1.608e-02 +56 TP 3 3.363e-09 1.264e-09 4.063e-02 6.204e-01 1.724e-09 1.777e-02 1.179e-06 2.037e-01 3.400e-09 2.244e-05 6.510e-04 2.227e-03 1.145e-01 1.218e-05 +56 TP 4 7.287e-08 1.006e-09 1.300e-09 4.752e-03 2.860e-03 1.457e-09 7.819e-01 5.122e-03 6.819e-02 2.644e-10 4.252e-02 9.462e-02 1.292e-09 3.164e-05 +56 TP 5 1.488e-01 1.939e-07 1.378e-01 1.290e-07 9.052e-03 6.320e-09 4.405e-09 7.040e-01 2.281e-06 2.849e-04 1.599e-08 2.765e-05 9.608e-07 5.944e-09 +56 TP 6 1.155e-05 7.617e-02 1.770e-09 9.536e-10 2.731e-02 8.926e-01 1.222e-09 1.493e-09 3.381e-08 1.549e-07 5.432e-09 8.397e-09 1.629e-08 3.893e-03 +56 TP 7 1.632e-10 5.224e-03 2.867e-03 2.479e-01 6.117e-02 3.875e-10 4.776e-01 6.742e-02 1.378e-01 6.463e-11 4.323e-09 1.344e-09 5.606e-10 2.042e-11 +56 TP 8 6.399e-02 5.688e-07 5.344e-03 1.043e-01 3.102e-02 2.917e-03 3.950e-01 5.078e-03 3.955e-02 4.439e-05 1.612e-01 1.399e-01 5.169e-02 1.657e-10 +56 TP 9 8.624e-10 3.348e-02 3.260e-02 2.217e-01 5.216e-02 2.212e-09 2.049e-08 4.965e-01 1.636e-01 2.657e-10 3.797e-09 3.719e-08 4.206e-06 2.376e-10 +56 TP 10 1.846e-09 2.693e-02 3.209e-09 7.959e-02 1.076e-09 3.761e-01 3.584e-02 3.387e-02 8.642e-03 1.466e-01 3.367e-02 3.460e-02 2.165e-01 7.576e-03 +56 TP 11 1.663e-02 4.692e-02 4.625e-03 3.868e-09 9.493e-02 2.696e-08 5.292e-01 9.230e-06 1.332e-01 9.750e-10 4.989e-04 1.411e-01 3.294e-02 2.012e-10 +56 TP 12 1.857e-09 4.418e-02 8.175e-10 1.602e-01 1.217e-01 4.029e-07 7.198e-09 1.834e-03 1.968e-01 1.242e-09 2.125e-01 2.627e-01 1.880e-08 2.822e-10 +56 TP 13 1.407e-09 1.291e-01 6.739e-10 9.470e-02 3.804e-02 2.108e-01 2.817e-09 2.765e-09 8.471e-09 1.586e-09 1.307e-01 8.327e-02 3.080e-01 5.366e-03 +56 TP 14 2.296e-09 3.034e-09 4.110e-09 1.394e-09 9.788e-10 3.855e-02 1.291e-09 2.419e-09 1.292e-09 1.685e-01 2.208e-09 1.444e-09 7.377e-02 7.191e-01 +57 IP 1 2.032e-01 +57 IP 2 1.471e-02 +57 IP 3 1.063e-02 +57 IP 4 1.177e-01 +57 IP 5 1.628e-02 +57 IP 6 6.837e-09 +57 IP 7 1.047e-01 +57 IP 8 8.835e-08 +57 IP 9 5.328e-01 +57 IP 10 6.581e-08 +57 IP 11 3.482e-08 +57 IP 12 5.219e-09 +57 EP 1 9.951e-12 1.026e-01 1.821e-01 1.853e-01 1.482e-01 1.148e-01 7.530e-02 5.112e-02 3.617e-02 2.355e-02 2.130e-02 1.639e-02 1.230e-02 1.097e-02 7.766e-03 5.439e-03 3.392e-03 1.768e-03 9.157e-04 5.695e-04 2.237e-10 2.863e-10 3.512e-11 4.415e-11 3.435e-11 2.429e-11 2.962e-11 1.852e-11 1.654e-11 3.342e-11 2.107e-11 6.570e-11 1.237e-11 1.413e-11 1.010e-11 1.121e-11 1.040e-11 1.011e-11 1.038e-11 9.997e-12 9.979e-12 9.951e-12 1.007e-11 9.951e-12 9.954e-12 9.951e-12 9.951e-12 9.951e-12 9.951e-12 9.951e-12 9.951e-12 9.951e-12 9.951e-12 +57 EP 2 4.256e-11 4.493e-10 1.394e-09 1.427e-02 3.523e-02 5.098e-02 7.016e-02 9.616e-02 1.019e-01 1.066e-01 1.129e-01 1.016e-01 7.664e-02 7.103e-02 5.462e-02 3.532e-02 2.521e-02 1.790e-02 1.275e-02 7.863e-03 3.744e-03 2.590e-03 1.827e-03 3.498e-04 2.717e-04 1.646e-10 2.740e-10 8.461e-11 1.506e-10 7.121e-11 6.504e-11 3.422e-07 4.981e-11 3.299e-10 4.312e-11 4.370e-11 4.402e-11 4.303e-11 5.128e-11 4.325e-11 4.324e-11 4.256e-11 4.458e-11 4.256e-11 4.256e-11 4.256e-11 4.256e-11 4.256e-11 4.256e-11 4.256e-11 4.256e-11 4.256e-11 4.256e-11 +57 EP 3 7.457e-11 5.221e-02 4.231e-09 8.359e-09 1.017e-02 6.038e-03 5.283e-09 7.094e-09 7.523e-09 1.389e-08 3.052e-02 8.910e-02 1.106e-01 1.281e-01 1.232e-01 1.049e-01 9.785e-02 7.908e-02 6.119e-02 4.389e-02 2.325e-02 1.886e-02 8.165e-03 6.751e-03 3.088e-03 2.021e-03 3.159e-10 4.891e-04 4.950e-04 1.224e-09 6.740e-10 1.172e-10 8.185e-11 8.083e-11 7.463e-11 7.644e-11 7.463e-11 7.460e-11 7.478e-11 7.457e-11 7.462e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 7.457e-11 +57 EP 4 1.143e-11 2.281e-09 3.979e-02 1.681e-01 2.274e-01 2.122e-01 1.637e-01 9.906e-02 5.428e-02 2.840e-02 6.992e-03 1.243e-05 1.372e-06 2.784e-10 1.280e-10 4.657e-10 1.680e-10 1.102e-10 1.591e-05 1.795e-05 3.489e-11 2.364e-11 1.701e-11 1.600e-11 1.557e-11 1.734e-11 1.533e-11 1.365e-11 1.324e-11 1.281e-11 1.385e-11 1.235e-11 1.200e-11 1.146e-11 1.143e-11 1.146e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 1.143e-11 +57 EP 5 7.480e-12 1.217e-01 2.330e-01 2.416e-01 1.848e-01 1.116e-01 6.601e-02 2.163e-02 3.851e-08 2.115e-09 1.336e-07 2.940e-08 5.105e-04 5.312e-03 4.849e-03 4.491e-03 2.771e-03 1.312e-03 3.754e-04 5.780e-10 2.717e-11 2.358e-11 1.719e-11 1.503e-11 2.162e-11 1.457e-11 1.652e-11 1.425e-11 1.755e-11 1.430e-11 1.116e-11 9.701e-12 8.081e-12 7.695e-12 7.483e-12 7.716e-12 7.491e-12 7.482e-12 7.484e-12 7.480e-12 7.481e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 7.480e-12 +57 EP 6 6.694e-11 4.831e-10 2.130e-03 1.000e-02 8.448e-03 1.192e-02 1.089e-03 4.929e-03 6.688e-03 1.268e-02 2.430e-02 4.128e-02 6.458e-02 7.147e-02 7.944e-02 8.097e-02 8.208e-02 7.643e-02 7.113e-02 6.303e-02 6.216e-02 5.282e-02 4.532e-02 3.296e-02 2.583e-02 2.326e-02 1.593e-02 1.048e-02 6.936e-03 4.699e-03 2.643e-03 2.188e-03 1.473e-03 3.570e-04 1.544e-04 1.774e-04 1.677e-10 4.136e-10 5.250e-10 7.121e-11 8.449e-11 6.730e-11 7.504e-11 6.703e-11 6.797e-11 6.696e-11 6.695e-11 6.701e-11 6.695e-11 6.695e-11 6.696e-11 6.695e-11 6.869e-11 +57 EP 7 7.200e-12 1.561e-09 1.187e-01 1.986e-01 1.952e-01 1.629e-01 1.192e-01 8.158e-02 5.661e-02 3.657e-02 1.810e-02 7.286e-03 4.799e-03 4.838e-04 6.696e-09 1.908e-10 1.382e-10 8.104e-11 1.466e-10 9.101e-10 3.852e-11 4.029e-11 2.535e-11 1.974e-11 2.585e-11 1.530e-11 1.554e-11 1.333e-11 1.445e-11 8.956e-12 9.032e-12 9.247e-12 7.330e-12 7.526e-12 7.200e-12 7.231e-12 7.205e-12 7.202e-12 7.213e-12 7.201e-12 7.201e-12 7.200e-12 7.203e-12 7.200e-12 7.200e-12 7.200e-12 7.200e-12 7.200e-12 7.200e-12 7.200e-12 7.200e-12 7.200e-12 7.200e-12 +57 EP 8 9.881e-12 4.185e-09 9.818e-10 2.961e-07 7.334e-02 1.240e-01 1.346e-01 1.441e-01 1.384e-01 1.140e-01 9.477e-02 6.724e-02 5.321e-02 2.805e-02 1.678e-02 7.379e-03 3.137e-03 1.028e-03 1.556e-08 3.041e-10 4.342e-11 2.983e-11 2.241e-11 1.901e-11 2.389e-11 2.072e-11 3.911e-11 1.752e-11 2.261e-11 2.227e-11 1.657e-11 1.396e-11 1.028e-11 1.025e-11 9.899e-12 9.993e-12 9.933e-12 9.891e-12 9.896e-12 9.881e-12 9.882e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 9.881e-12 +57 EP 9 3.091e-12 3.540e-01 3.481e-01 1.994e-01 7.598e-02 1.775e-02 1.323e-06 1.462e-09 3.386e-10 2.272e-10 2.205e-03 2.489e-03 1.288e-07 4.200e-09 1.620e-10 1.207e-04 8.869e-11 4.650e-11 1.561e-10 2.058e-10 9.676e-12 7.319e-12 5.647e-12 4.840e-12 5.753e-12 4.730e-12 4.880e-12 4.761e-12 4.555e-12 4.580e-12 3.753e-12 3.652e-12 3.128e-12 3.102e-12 3.091e-12 3.096e-12 3.093e-12 3.092e-12 3.092e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 3.091e-12 +57 EP 10 2.575e-11 4.176e-10 2.976e-02 5.006e-02 7.040e-02 9.853e-02 1.461e-01 1.561e-01 1.416e-01 1.200e-01 8.432e-02 5.674e-02 3.210e-02 1.428e-02 8.034e-07 2.256e-07 1.659e-09 2.302e-09 1.031e-09 8.468e-10 4.636e-10 4.302e-10 2.064e-10 1.561e-10 1.981e-10 1.257e-10 1.076e-10 8.926e-11 9.279e-11 7.661e-11 7.103e-11 5.773e-11 3.819e-11 6.651e-11 2.887e-11 4.545e-11 2.987e-11 2.761e-11 3.010e-11 2.599e-11 2.597e-11 2.575e-11 2.630e-11 2.575e-11 2.577e-11 2.575e-11 2.575e-11 2.575e-11 2.575e-11 2.575e-11 2.575e-11 2.575e-11 2.576e-11 +57 EP 11 4.235e-11 5.035e-09 1.883e-02 2.303e-07 2.386e-09 3.174e-09 1.550e-07 2.243e-02 5.611e-02 6.922e-02 7.924e-02 9.610e-02 9.645e-02 9.753e-02 1.012e-01 8.641e-02 7.840e-02 5.929e-02 5.060e-02 3.575e-02 2.260e-02 1.339e-02 8.322e-03 4.157e-03 2.068e-03 1.165e-03 4.331e-04 2.420e-09 1.299e-09 2.450e-04 8.891e-05 5.893e-11 1.680e-10 6.238e-11 4.321e-11 5.057e-11 4.412e-11 4.303e-11 4.280e-11 4.235e-11 4.266e-11 4.235e-11 4.235e-11 4.235e-11 4.236e-11 4.235e-11 4.235e-11 4.235e-11 4.235e-11 4.235e-11 4.235e-11 4.235e-11 4.235e-11 +57 EP 12 1.008e-09 1.952e-09 1.360e-02 2.035e-02 2.179e-02 8.754e-03 1.242e-02 1.304e-02 2.877e-02 1.500e-02 1.580e-02 1.299e-02 1.671e-02 5.931e-03 6.712e-03 6.396e-03 1.533e-02 6.049e-03 2.090e-02 2.013e-02 8.923e-03 3.019e-02 2.010e-02 3.599e-02 3.278e-02 2.103e-02 2.794e-02 4.727e-02 5.516e-02 4.133e-02 3.266e-02 2.953e-02 3.626e-02 4.602e-02 3.295e-02 3.562e-02 3.023e-02 3.325e-02 3.225e-02 2.519e-02 1.814e-02 1.209e-02 1.310e-02 6.046e-03 1.209e-02 6.046e-03 2.015e-03 6.046e-03 4.031e-03 1.008e-03 2.015e-03 1.008e-03 1.008e-03 +57 TP 1 8.278e-01 6.904e-02 6.835e-10 5.657e-10 1.842e-08 1.871e-02 5.853e-04 1.550e-09 9.751e-10 8.381e-02 5.199e-10 4.364e-05 +57 TP 2 5.766e-03 4.236e-09 3.820e-06 2.294e-09 5.885e-09 1.088e-01 2.528e-09 4.795e-09 4.450e-09 4.926e-02 8.362e-01 2.452e-10 +57 TP 3 9.239e-08 1.627e-09 1.023e-01 5.910e-01 4.192e-09 1.479e-05 3.258e-09 2.392e-01 2.336e-09 3.356e-02 3.393e-02 4.382e-10 +57 TP 4 4.421e-08 4.909e-10 1.370e-09 1.321e-09 2.065e-01 9.926e-10 5.178e-04 2.397e-09 7.930e-01 5.938e-09 3.910e-07 3.983e-05 +57 TP 5 9.339e-09 5.366e-02 2.860e-10 9.978e-05 3.818e-01 3.922e-10 2.893e-01 2.722e-03 2.724e-01 1.690e-09 3.420e-10 2.167e-11 +57 TP 6 1.431e-01 1.909e-09 1.994e-08 2.327e-03 2.436e-09 4.879e-01 6.816e-10 6.708e-02 3.537e-09 2.271e-01 6.343e-02 9.148e-03 +57 TP 7 9.433e-04 1.404e-02 7.361e-02 1.968e-02 4.859e-02 2.661e-03 2.063e-01 5.894e-01 4.483e-02 5.440e-09 8.159e-10 6.327e-11 +57 TP 8 7.268e-06 7.507e-06 9.242e-03 2.296e-05 4.367e-01 5.987e-10 8.265e-02 2.802e-02 3.730e-01 5.205e-02 1.828e-02 3.791e-11 +57 TP 9 8.911e-10 1.018e-02 2.711e-03 2.232e-01 1.402e-02 1.992e-10 1.831e-01 3.696e-02 5.298e-01 3.697e-10 1.345e-10 1.323e-11 +57 TP 10 2.476e-01 9.429e-02 5.431e-10 1.172e-01 2.095e-03 6.888e-02 7.053e-02 2.472e-06 4.501e-09 3.986e-01 1.449e-09 8.132e-04 +57 TP 11 2.222e-01 2.029e-02 3.917e-09 3.725e-07 3.827e-01 1.691e-09 4.879e-02 3.282e-06 9.801e-02 1.978e-01 3.021e-02 2.242e-10 +57 TP 12 5.966e-03 4.541e-09 4.842e-09 4.638e-09 2.279e-09 1.715e-01 1.744e-09 4.727e-09 1.904e-09 2.250e-06 2.520e-08 8.225e-01 +58 IP 1 5.882e-02 +58 IP 2 3.420e-09 +58 IP 3 9.412e-01 +58 EP 1 4.094e-12 5.239e-05 2.465e-02 6.166e-02 7.348e-02 7.744e-02 8.109e-02 7.881e-02 7.484e-02 6.880e-02 6.250e-02 8.166e-02 6.737e-02 5.346e-02 4.339e-02 3.450e-02 2.722e-02 2.118e-02 1.645e-02 1.236e-02 9.556e-03 7.157e-03 5.363e-03 3.935e-03 3.013e-03 2.194e-03 1.695e-03 1.293e-03 1.095e-03 8.040e-04 5.867e-04 4.215e-04 3.063e-04 3.029e-04 2.681e-04 1.515e-04 1.842e-04 1.720e-04 1.351e-04 8.598e-05 5.732e-05 5.730e-05 5.322e-05 3.275e-05 2.866e-05 2.823e-05 2.047e-05 8.188e-06 1.228e-05 1.638e-05 1.638e-05 8.188e-06 4.094e-12 4.094e-06 4.094e-12 4.094e-12 4.094e-12 4.094e-06 4.094e-12 4.094e-12 4.094e-12 4.094e-06 4.094e-12 4.094e-12 4.094e-12 4.094e-06 +58 EP 2 7.076e-09 7.263e-09 9.886e-09 8.113e-09 7.421e-09 8.988e-09 7.400e-09 8.692e-09 8.835e-09 8.630e-09 1.867e-02 1.051e-02 2.977e-01 2.078e-01 7.218e-02 5.010e-03 1.693e-08 1.101e-08 1.649e-08 1.036e-08 1.410e-08 2.105e-08 7.035e-08 5.512e-08 2.869e-05 1.457e-05 1.042e-04 7.135e-02 3.854e-03 1.531e-01 1.912e-02 4.132e-04 1.074e-01 7.882e-05 3.193e-02 2.632e-07 1.326e-08 2.869e-07 1.550e-07 1.220e-08 1.466e-07 2.708e-05 4.744e-07 3.905e-07 7.259e-09 7.380e-04 4.940e-07 7.233e-09 4.134e-07 1.456e-08 1.008e-07 7.233e-09 7.076e-09 7.233e-09 7.076e-09 7.076e-09 7.076e-09 6.717e-08 7.076e-09 7.076e-09 7.076e-09 7.233e-09 7.076e-09 7.076e-09 7.076e-09 7.233e-09 +58 EP 3 1.320e-12 1.773e-01 2.269e-01 1.875e-01 1.378e-01 9.603e-02 6.527e-02 4.472e-02 3.025e-02 2.035e-02 1.325e-02 6.080e-04 6.252e-07 3.070e-09 2.768e-10 6.222e-11 1.076e-11 6.599e-12 4.226e-12 3.304e-12 2.930e-12 2.427e-12 2.240e-12 2.169e-12 1.844e-12 1.805e-12 1.734e-12 1.627e-12 1.650e-12 1.510e-12 1.563e-12 1.481e-12 1.476e-12 1.502e-12 1.414e-12 1.400e-12 1.429e-12 1.404e-12 1.418e-12 1.451e-12 1.412e-12 1.403e-12 1.390e-12 1.389e-12 1.390e-12 1.417e-12 1.390e-12 1.390e-12 1.643e-12 1.390e-12 1.399e-12 1.390e-12 1.320e-12 1.390e-12 1.320e-12 1.320e-12 1.320e-12 1.390e-12 1.320e-12 1.320e-12 1.320e-12 1.390e-12 1.320e-12 1.320e-12 1.320e-12 1.390e-12 +58 TP 1 5.904e-01 9.416e-05 4.095e-01 +58 TP 2 1.627e-01 8.373e-01 1.249e-08 +58 TP 3 1.321e-01 2.920e-12 8.679e-01 +59 IP 1 2.469e-08 +59 IP 2 9.888e-02 +59 IP 3 5.283e-01 +59 IP 4 2.575e-02 +59 IP 5 1.191e-01 +59 IP 6 4.116e-09 +59 IP 7 8.690e-03 +59 IP 8 1.469e-03 +59 IP 9 2.300e-03 +59 IP 10 4.344e-02 +59 IP 11 1.301e-01 +59 IP 12 2.738e-02 +59 IP 13 1.461e-02 +59 EP 1 1.138e-11 6.151e-09 9.492e-10 3.102e-09 3.711e-02 9.736e-02 1.415e-01 1.400e-01 1.399e-01 1.170e-01 9.713e-02 7.444e-02 5.796e-02 4.354e-02 2.652e-02 1.456e-02 9.301e-03 1.783e-03 1.717e-03 3.667e-09 1.692e-04 4.830e-11 5.382e-11 5.192e-11 3.439e-11 9.655e-11 5.070e-11 1.262e-05 7.655e-11 1.355e-11 1.721e-11 1.311e-11 2.608e-11 1.789e-11 1.183e-11 1.157e-11 1.201e-11 1.139e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.138e-11 1.139e-11 +59 EP 2 8.266e-12 1.276e-07 1.016e-01 1.734e-01 1.795e-01 1.574e-01 1.296e-01 9.200e-02 6.439e-02 4.440e-02 2.764e-02 1.473e-02 9.475e-03 4.064e-03 1.363e-03 8.124e-09 4.447e-04 1.051e-10 2.573e-10 1.432e-09 8.472e-11 9.063e-11 9.797e-11 4.695e-11 4.339e-11 2.104e-05 2.592e-11 2.858e-10 3.297e-11 1.237e-11 2.559e-11 9.706e-12 1.522e-11 2.646e-11 9.874e-12 8.550e-12 9.165e-12 8.282e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 8.266e-12 +59 EP 3 3.672e-12 3.145e-01 3.415e-01 2.099e-01 1.007e-01 3.249e-02 1.337e-07 1.706e-09 3.912e-10 3.917e-10 5.491e-10 5.357e-04 3.907e-04 1.496e-07 1.096e-10 3.958e-10 1.064e-10 3.883e-11 3.971e-11 9.038e-11 2.740e-11 1.253e-11 1.114e-11 1.703e-11 7.877e-12 2.068e-11 7.286e-12 9.686e-12 1.009e-11 3.953e-12 7.555e-12 3.844e-12 8.470e-12 5.476e-12 3.843e-12 3.688e-12 3.707e-12 3.673e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 3.672e-12 +59 EP 4 3.877e-11 2.452e-09 2.195e-09 1.439e-02 2.725e-02 1.186e-03 3.242e-02 5.496e-02 8.246e-02 9.171e-02 1.124e-01 1.147e-01 1.032e-01 9.358e-02 7.170e-02 6.049e-02 4.749e-02 3.476e-02 2.677e-02 1.369e-02 1.128e-02 3.312e-03 1.209e-03 5.035e-04 4.638e-10 4.007e-04 3.978e-10 3.163e-10 3.224e-10 1.230e-10 1.062e-10 6.950e-11 1.583e-10 5.694e-11 5.039e-11 5.722e-11 2.666e-05 4.401e-11 3.891e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 3.877e-11 +59 EP 5 4.338e-12 1.651e-01 2.457e-01 2.307e-01 1.790e-01 1.051e-01 5.099e-02 1.922e-02 2.721e-08 7.312e-10 4.492e-10 1.650e-09 1.660e-09 2.006e-05 1.392e-03 1.700e-03 9.180e-05 9.252e-04 1.146e-04 2.150e-09 5.308e-10 3.222e-11 1.722e-11 1.558e-11 1.118e-11 2.227e-11 1.376e-11 1.995e-11 9.229e-12 5.365e-12 1.220e-11 5.341e-12 1.379e-06 8.186e-12 4.574e-12 4.435e-12 4.454e-12 4.364e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 +59 EP 6 4.312e-10 9.477e-04 1.760e-03 6.374e-09 3.137e-03 2.702e-03 8.987e-04 6.723e-03 1.919e-04 3.445e-03 3.130e-09 3.320e-03 2.366e-09 3.767e-09 1.809e-03 9.390e-03 1.315e-02 1.748e-02 2.437e-02 2.222e-02 4.333e-02 4.268e-02 5.445e-02 7.232e-02 6.573e-02 7.582e-02 6.283e-02 6.948e-02 6.983e-02 6.976e-02 5.271e-02 4.141e-02 3.339e-02 3.228e-02 2.307e-02 1.811e-02 1.597e-02 1.035e-02 1.035e-02 5.605e-03 4.743e-03 5.605e-03 2.587e-03 1.293e-03 8.623e-04 1.725e-03 8.623e-04 4.312e-10 4.312e-10 8.623e-04 4.312e-10 4.312e-10 4.312e-10 4.312e-10 4.312e-10 4.312e-10 4.312e-10 4.312e-10 4.312e-04 +59 EP 7 8.396e-11 1.374e-08 2.670e-09 4.421e-09 1.251e-03 5.482e-08 3.544e-08 6.733e-09 8.950e-09 3.653e-06 6.376e-02 8.169e-02 9.339e-02 1.002e-01 1.198e-01 1.313e-01 1.045e-01 8.887e-02 6.880e-02 6.242e-02 3.540e-02 2.324e-02 1.315e-02 5.338e-03 3.693e-03 2.151e-03 7.988e-04 1.332e-07 2.291e-04 1.355e-10 2.508e-10 1.187e-10 3.312e-10 1.859e-10 1.188e-10 2.013e-10 1.422e-10 8.519e-11 8.437e-11 8.398e-11 8.408e-11 8.397e-11 8.396e-11 8.396e-11 8.396e-11 8.397e-11 8.397e-11 8.396e-11 8.396e-11 8.397e-11 8.396e-11 8.396e-11 8.396e-11 8.396e-11 8.396e-11 8.396e-11 8.396e-11 8.396e-11 8.559e-11 +59 EP 8 1.130e-10 9.331e-10 1.727e-09 1.437e-07 6.602e-07 1.682e-08 1.573e-09 5.280e-09 2.130e-09 2.980e-03 4.369e-08 7.379e-09 1.412e-02 2.601e-02 5.309e-02 6.087e-02 7.128e-02 7.218e-02 9.048e-02 9.585e-02 9.251e-02 9.911e-02 8.247e-02 6.263e-02 5.394e-02 4.058e-02 2.704e-02 2.172e-02 1.314e-02 9.368e-03 4.747e-03 2.048e-03 2.061e-03 1.145e-03 3.951e-04 9.510e-07 2.576e-04 1.710e-10 1.293e-10 1.137e-10 1.208e-10 1.132e-10 1.130e-10 1.130e-10 1.131e-10 1.131e-10 1.133e-10 1.130e-10 1.130e-10 1.131e-10 1.130e-10 1.130e-10 1.130e-10 1.130e-10 1.130e-10 1.130e-10 1.130e-10 1.130e-10 3.153e-10 +59 EP 9 6.710e-11 4.202e-10 2.093e-02 2.531e-02 3.095e-02 3.298e-02 4.715e-02 4.406e-02 4.940e-02 5.649e-02 5.821e-02 6.281e-02 6.893e-02 6.798e-02 6.402e-02 6.010e-02 4.996e-02 4.802e-02 3.979e-02 3.897e-02 3.205e-02 2.875e-02 2.193e-02 1.534e-02 1.064e-02 9.732e-03 6.975e-03 4.560e-03 1.556e-03 7.579e-04 2.502e-04 1.398e-03 2.108e-10 8.542e-10 1.507e-10 1.938e-10 1.712e-10 1.311e-10 1.186e-10 7.452e-11 7.289e-11 9.166e-11 6.853e-11 6.808e-11 7.790e-11 7.675e-11 7.727e-11 6.710e-11 6.710e-11 7.093e-11 6.710e-11 6.710e-11 6.710e-11 6.710e-11 6.710e-11 6.710e-11 6.710e-11 6.710e-11 6.971e-11 +59 EP 10 1.378e-11 3.116e-09 1.503e-08 1.248e-01 1.875e-01 2.142e-01 1.910e-01 1.252e-01 7.895e-02 4.444e-02 2.057e-02 1.006e-02 3.184e-03 3.048e-08 1.391e-10 2.553e-10 1.372e-10 1.198e-10 1.085e-10 2.042e-10 8.239e-11 5.056e-11 4.104e-11 4.614e-06 2.594e-11 5.134e-06 2.243e-11 2.530e-11 2.189e-11 1.503e-11 4.220e-11 1.423e-11 5.241e-11 1.473e-11 1.381e-11 1.468e-11 1.381e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 1.378e-11 +59 EP 11 9.684e-12 5.998e-10 6.253e-02 9.749e-02 9.486e-02 1.180e-01 1.250e-01 1.250e-01 1.156e-01 8.366e-02 5.668e-02 4.560e-02 3.068e-02 2.190e-02 1.199e-02 5.368e-03 2.694e-03 2.968e-03 5.697e-08 1.069e-08 1.338e-09 1.280e-10 6.860e-11 7.715e-11 4.486e-11 6.307e-11 4.798e-11 5.738e-11 3.009e-11 1.774e-11 3.420e-11 1.608e-11 4.365e-11 3.401e-11 1.400e-11 1.207e-11 1.171e-11 1.031e-11 9.714e-12 9.684e-12 9.687e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.684e-12 9.722e-12 +59 EP 12 4.295e-11 7.224e-02 1.489e-01 1.595e-01 1.289e-01 1.177e-01 8.749e-02 7.122e-02 5.829e-02 4.926e-02 3.703e-02 2.538e-02 1.629e-02 9.415e-03 5.471e-03 6.110e-03 4.592e-03 1.309e-03 9.729e-04 9.130e-10 1.850e-09 3.960e-10 2.278e-10 2.932e-10 2.092e-10 1.384e-10 2.219e-10 1.608e-10 7.583e-10 1.235e-10 3.383e-10 7.917e-11 5.986e-11 5.875e-10 5.020e-11 5.428e-11 5.920e-11 4.621e-11 4.712e-11 4.304e-11 4.304e-11 4.344e-11 4.295e-11 4.295e-11 4.301e-11 4.327e-11 4.310e-11 4.295e-11 4.295e-11 4.297e-11 4.295e-11 4.295e-11 4.295e-11 4.295e-11 4.295e-11 4.295e-11 4.295e-11 4.295e-11 4.301e-11 +59 EP 13 3.692e-11 1.366e-04 2.061e-02 1.245e-08 4.355e-09 4.413e-05 6.524e-03 1.650e-02 3.215e-02 6.054e-02 8.235e-02 8.804e-02 9.712e-02 9.483e-02 9.849e-02 9.162e-02 8.401e-02 6.405e-02 5.430e-02 4.256e-02 2.653e-02 1.577e-02 1.027e-02 8.026e-03 3.568e-03 1.185e-03 3.504e-04 3.171e-04 1.055e-04 1.015e-10 5.453e-10 8.790e-11 2.951e-10 9.995e-11 1.146e-10 1.081e-10 4.601e-11 3.760e-11 3.697e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 3.692e-11 +59 TP 1 9.138e-09 7.059e-02 3.350e-01 1.235e-05 4.158e-01 1.896e-10 9.225e-10 1.693e-04 3.269e-09 1.174e-08 1.123e-01 1.150e-09 6.615e-02 +59 TP 2 6.046e-01 1.896e-01 2.345e-09 6.984e-05 2.760e-05 1.808e-10 8.139e-02 3.043e-03 9.936e-10 6.682e-02 5.138e-02 4.248e-10 3.046e-03 +59 TP 3 1.934e-02 1.530e-01 6.048e-01 9.141e-03 3.328e-06 1.064e-10 3.247e-03 1.273e-08 1.040e-10 2.105e-01 9.664e-10 1.198e-10 1.501e-10 +59 TP 4 3.535e-09 2.510e-09 3.123e-09 5.269e-02 1.255e-01 8.448e-04 9.715e-09 8.532e-02 1.466e-07 2.976e-09 3.680e-02 5.757e-04 6.983e-01 +59 TP 5 2.819e-02 1.948e-01 1.043e-01 4.041e-02 5.584e-01 1.394e-09 1.593e-05 1.123e-03 2.369e-10 5.952e-07 7.277e-02 3.245e-10 6.435e-10 +59 TP 6 5.532e-09 3.626e-09 1.987e-03 3.466e-09 1.123e-03 5.423e-01 6.254e-08 3.767e-02 3.496e-01 1.156e-02 3.394e-08 3.745e-02 1.836e-02 +59 TP 7 2.676e-02 2.291e-09 3.472e-09 6.143e-04 6.490e-09 2.099e-05 4.587e-02 5.171e-02 1.913e-02 5.566e-01 1.916e-01 1.749e-08 1.077e-01 +59 TP 8 4.813e-02 1.909e-09 5.735e-03 2.880e-04 4.263e-04 3.633e-03 7.099e-02 3.115e-01 4.060e-03 2.408e-02 3.430e-01 1.436e-02 1.738e-01 +59 TP 9 1.756e-09 1.469e-09 1.036e-09 8.700e-03 2.417e-09 6.273e-02 3.913e-09 2.123e-03 6.849e-01 2.251e-09 7.511e-03 2.340e-01 5.824e-09 +59 TP 10 2.911e-09 6.149e-03 7.169e-01 6.474e-10 2.765e-01 3.011e-05 1.150e-09 3.303e-08 6.370e-10 2.864e-09 7.176e-08 4.404e-10 4.065e-04 +59 TP 11 2.130e-02 4.547e-02 2.051e-09 1.011e-01 2.902e-01 9.853e-07 5.363e-10 2.255e-02 4.185e-03 1.149e-03 5.135e-01 5.986e-04 3.799e-09 +59 TP 12 9.786e-10 1.831e-09 6.675e-10 2.898e-02 1.323e-09 3.025e-03 1.076e-09 8.064e-03 1.370e-01 6.577e-10 1.018e-08 8.229e-01 1.149e-09 +59 TP 13 1.855e-09 5.757e-03 7.439e-02 5.038e-02 4.437e-01 4.722e-10 2.221e-08 3.197e-09 1.508e-08 7.373e-03 4.057e-01 1.272e-02 1.674e-06 +60 IP 1 5.790e-02 +60 IP 2 1.488e-05 +60 IP 3 5.086e-02 +60 IP 4 1.526e-07 +60 IP 5 1.386e-08 +60 IP 6 6.112e-01 +60 IP 7 1.942e-08 +60 IP 8 1.186e-01 +60 IP 9 3.412e-03 +60 IP 10 1.541e-01 +60 IP 11 2.451e-08 +60 IP 12 3.924e-03 +60 EP 1 1.333e-11 9.973e-02 1.873e-01 1.920e-01 1.630e-01 1.254e-01 8.996e-02 5.941e-02 4.355e-02 2.195e-02 1.269e-02 3.759e-03 9.534e-04 1.502e-06 6.361e-09 6.760e-10 1.012e-09 4.206e-05 3.723e-10 4.117e-10 5.457e-10 1.151e-04 1.134e-10 6.019e-11 3.641e-11 6.009e-11 4.009e-11 4.905e-11 9.302e-11 3.691e-11 2.641e-11 1.874e-11 1.882e-11 1.722e-11 1.963e-11 1.530e-11 4.394e-11 1.402e-11 1.187e-10 1.384e-11 1.584e-11 1.784e-11 1.338e-11 1.524e-11 1.335e-11 1.333e-11 1.333e-11 1.333e-11 1.333e-11 1.333e-11 1.333e-11 1.333e-11 1.336e-11 +60 EP 2 9.085e-12 1.558e-09 6.289e-10 4.190e-07 4.588e-02 8.858e-02 1.118e-01 1.284e-01 1.386e-01 1.306e-01 1.077e-01 8.288e-02 6.277e-02 4.233e-02 2.784e-02 1.682e-02 1.003e-02 4.270e-03 1.273e-03 3.299e-04 1.094e-10 8.047e-11 3.994e-11 2.221e-11 6.170e-11 2.201e-11 2.715e-11 5.560e-11 1.774e-11 1.571e-11 1.979e-11 1.045e-11 1.242e-11 1.032e-11 1.156e-11 9.147e-12 1.032e-11 9.136e-12 1.040e-11 9.120e-12 9.117e-12 9.271e-12 9.088e-12 9.403e-12 9.085e-12 9.085e-12 9.085e-12 9.085e-12 9.085e-12 9.085e-12 9.085e-12 9.085e-12 9.085e-12 +60 EP 3 1.452e-11 1.772e-10 1.866e-02 3.590e-02 3.584e-02 5.397e-02 6.979e-02 8.671e-02 9.083e-02 9.791e-02 9.851e-02 9.193e-02 8.149e-02 7.072e-02 5.537e-02 4.294e-02 2.515e-02 1.869e-02 1.363e-02 7.248e-03 3.272e-03 1.423e-03 3.032e-09 1.912e-10 8.408e-11 1.245e-10 8.964e-11 1.001e-10 9.847e-11 5.052e-11 5.048e-11 3.228e-11 2.874e-11 3.013e-11 3.431e-11 2.334e-11 1.128e-07 1.678e-11 4.502e-09 1.737e-11 1.977e-11 3.427e-06 1.500e-11 1.703e-11 1.475e-11 1.452e-11 1.452e-11 1.452e-11 1.453e-11 1.452e-11 1.456e-11 1.452e-11 1.467e-11 +60 EP 4 5.320e-12 1.300e-01 2.077e-01 2.198e-01 1.787e-01 1.245e-01 8.770e-02 4.063e-02 1.098e-02 1.007e-06 1.927e-08 4.904e-09 1.174e-09 4.986e-10 8.172e-10 5.721e-10 6.357e-10 2.050e-10 3.780e-10 2.545e-10 4.426e-11 4.982e-11 2.327e-11 1.347e-11 1.655e-11 1.311e-11 1.572e-11 1.832e-11 8.809e-12 8.510e-12 1.165e-11 6.691e-12 7.482e-12 5.724e-12 6.631e-12 5.442e-12 5.818e-12 5.350e-12 5.459e-12 5.345e-12 5.377e-12 5.604e-12 5.320e-12 5.393e-12 5.320e-12 5.320e-12 5.320e-12 5.320e-12 5.320e-12 5.320e-12 5.320e-12 5.320e-12 5.321e-12 +60 EP 5 5.383e-11 9.756e-10 1.635e-09 3.372e-09 5.740e-08 3.886e-09 1.498e-06 3.970e-09 3.528e-09 5.168e-06 3.821e-02 8.887e-02 1.036e-01 1.216e-01 1.235e-01 1.163e-01 1.079e-01 8.645e-02 6.592e-02 4.957e-02 3.829e-02 2.471e-02 1.684e-02 8.803e-03 4.175e-03 3.646e-03 8.326e-04 1.337e-04 2.372e-04 1.353e-04 1.585e-04 8.566e-11 9.260e-11 1.001e-10 1.826e-10 6.529e-11 7.926e-11 6.032e-11 8.185e-11 1.342e-10 5.443e-11 6.073e-11 5.429e-11 6.119e-11 5.399e-11 5.383e-11 5.383e-11 5.383e-11 5.384e-11 5.383e-11 5.384e-11 5.383e-11 5.383e-11 +60 EP 6 3.535e-12 3.087e-01 3.409e-01 2.147e-01 9.814e-02 3.729e-02 6.572e-07 1.292e-09 3.547e-10 6.099e-10 1.453e-08 1.856e-04 1.752e-04 2.729e-06 8.765e-11 8.170e-11 7.505e-11 6.669e-11 8.403e-11 6.878e-11 1.898e-11 5.184e-11 1.090e-11 6.032e-12 2.331e-11 5.697e-12 7.424e-12 1.521e-11 4.753e-12 4.635e-12 5.215e-12 3.715e-12 4.122e-12 3.564e-12 3.732e-12 3.541e-12 3.618e-12 3.538e-12 3.593e-12 3.538e-12 3.537e-12 3.581e-12 3.535e-12 3.543e-12 3.535e-12 3.535e-12 3.535e-12 3.535e-12 3.535e-12 3.535e-12 3.535e-12 3.535e-12 3.535e-12 +60 EP 7 3.068e-11 9.386e-10 3.362e-02 3.327e-04 3.155e-07 7.890e-09 3.149e-05 6.258e-02 9.023e-02 9.723e-02 8.641e-02 8.619e-02 8.254e-02 8.151e-02 7.990e-02 7.269e-02 6.065e-02 5.277e-02 4.124e-02 2.821e-02 2.002e-02 1.086e-02 7.145e-03 3.299e-03 1.348e-03 8.504e-04 6.350e-10 2.948e-04 1.151e-10 1.419e-10 3.635e-05 7.190e-11 1.912e-10 4.109e-11 9.313e-11 3.861e-11 4.421e-11 3.150e-11 3.282e-11 3.329e-11 3.408e-11 4.198e-11 3.070e-11 3.127e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 +60 EP 8 7.644e-12 9.235e-09 1.047e-01 1.833e-01 1.766e-01 1.491e-01 1.228e-01 9.083e-02 6.567e-02 4.616e-02 3.097e-02 1.592e-02 9.973e-03 2.630e-03 1.270e-03 2.071e-10 2.335e-10 2.064e-10 6.894e-10 1.102e-10 9.178e-11 1.369e-10 5.689e-11 5.683e-11 3.250e-11 3.392e-11 1.917e-11 2.196e-11 2.635e-11 3.494e-11 1.984e-11 9.396e-12 1.007e-11 8.153e-12 9.781e-12 7.846e-12 8.891e-12 7.736e-12 1.076e-11 7.736e-12 7.666e-12 8.674e-12 7.644e-12 7.860e-12 7.644e-12 7.644e-12 7.644e-12 7.644e-12 7.644e-12 7.644e-12 7.644e-12 7.644e-12 7.644e-12 +60 EP 9 1.235e-10 9.924e-03 5.062e-02 6.730e-02 6.809e-02 6.672e-02 6.282e-02 5.840e-02 5.383e-02 5.997e-02 4.735e-02 4.900e-02 4.676e-02 4.186e-02 4.174e-02 4.196e-02 3.167e-02 3.440e-02 2.675e-02 2.484e-02 2.368e-02 2.213e-02 1.746e-02 2.119e-02 9.976e-03 4.975e-03 8.256e-03 2.614e-03 1.491e-03 3.032e-03 6.824e-04 1.045e-09 9.290e-07 2.865e-09 2.663e-10 4.932e-10 3.110e-04 2.055e-04 2.874e-10 3.130e-10 9.510e-10 7.806e-10 2.100e-10 2.607e-09 2.228e-10 1.339e-10 1.266e-10 1.284e-10 8.520e-10 1.235e-10 2.181e-10 1.235e-10 2.464e-10 +60 EP 10 1.446e-11 2.660e-09 7.472e-05 1.239e-01 2.092e-01 2.172e-01 2.001e-01 1.242e-01 7.261e-02 3.410e-02 1.357e-02 3.902e-03 1.156e-03 4.733e-10 1.479e-10 1.657e-10 1.586e-10 1.793e-10 1.703e-10 7.812e-10 8.194e-11 5.090e-05 4.341e-11 2.281e-11 8.301e-06 1.972e-11 2.820e-11 3.264e-11 1.673e-11 1.830e-11 1.838e-11 1.534e-11 1.665e-11 1.492e-11 1.590e-11 1.456e-11 1.469e-11 1.448e-11 1.447e-11 1.448e-11 1.452e-11 1.448e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 1.446e-11 +60 EP 11 3.347e-10 5.974e-10 3.226e-09 9.365e-08 2.438e-09 3.573e-09 9.205e-04 7.016e-08 7.508e-09 2.503e-03 4.235e-03 4.809e-03 8.308e-03 1.346e-02 2.397e-02 1.227e-02 7.962e-03 1.416e-02 2.206e-02 2.219e-02 3.355e-02 4.542e-02 4.163e-02 4.628e-02 6.256e-02 6.585e-02 6.073e-02 6.736e-02 6.854e-02 5.410e-02 4.912e-02 5.582e-02 3.718e-02 3.915e-02 2.713e-02 2.219e-02 1.596e-02 1.718e-02 1.808e-02 9.628e-03 5.690e-03 6.950e-03 4.352e-03 2.008e-03 1.674e-03 2.008e-03 3.347e-04 1.004e-03 6.695e-04 3.347e-10 6.695e-04 3.347e-10 3.347e-04 +60 EP 12 7.177e-11 3.319e-10 1.830e-09 8.326e-03 4.901e-03 1.012e-03 2.504e-09 1.714e-09 2.369e-09 1.939e-09 4.994e-09 9.237e-09 2.019e-04 1.121e-02 2.602e-02 4.544e-02 8.361e-02 8.707e-02 8.872e-02 1.005e-01 9.989e-02 9.143e-02 7.977e-02 7.134e-02 5.980e-02 4.023e-02 3.138e-02 2.178e-02 1.749e-02 1.129e-02 6.645e-03 4.395e-03 4.014e-03 9.357e-04 2.007e-03 5.048e-05 4.867e-04 1.267e-10 1.425e-10 8.878e-05 3.585e-10 1.953e-10 1.124e-10 7.903e-11 1.034e-10 7.185e-11 7.181e-11 7.184e-11 7.251e-11 7.177e-11 7.271e-11 7.177e-11 7.346e-11 +60 TP 1 7.173e-01 1.511e-09 2.521e-01 3.164e-09 1.552e-06 9.358e-10 4.454e-10 1.130e-02 4.019e-03 6.012e-10 2.490e-04 1.505e-02 +60 TP 2 4.600e-06 2.245e-03 1.976e-02 4.066e-01 5.645e-03 2.937e-01 1.374e-01 1.324e-01 1.102e-10 8.803e-10 2.360e-05 2.281e-03 +60 TP 3 2.257e-01 7.377e-03 4.950e-01 2.988e-02 7.785e-03 1.162e-09 1.186e-01 2.329e-02 1.155e-09 1.861e-03 2.067e-03 8.844e-02 +60 TP 4 5.687e-10 1.655e-05 2.904e-02 5.216e-01 1.026e-02 1.711e-01 2.164e-10 2.680e-01 6.942e-11 7.657e-08 7.132e-05 1.680e-10 +60 TP 5 2.785e-02 1.044e-02 1.367e-03 1.165e-08 1.115e-01 1.767e-09 4.143e-01 3.850e-09 1.932e-09 3.633e-01 1.257e-09 7.128e-02 +60 TP 6 2.967e-10 5.634e-02 2.200e-03 2.034e-02 6.000e-03 5.879e-01 1.180e-10 1.382e-01 1.335e-10 1.890e-01 5.776e-10 5.257e-11 +60 TP 7 7.513e-02 3.173e-04 9.506e-02 5.854e-01 9.121e-07 9.448e-02 4.998e-09 1.496e-01 6.078e-10 4.230e-08 1.618e-09 5.964e-10 +60 TP 8 6.930e-10 7.092e-01 2.294e-03 4.046e-04 8.783e-02 3.028e-08 2.433e-09 1.333e-01 1.318e-10 6.523e-02 6.988e-10 1.777e-03 +60 TP 9 2.617e-02 1.000e-09 8.213e-09 1.176e-09 1.892e-09 8.477e-10 1.060e-09 1.157e-09 8.633e-01 9.766e-10 9.411e-02 1.645e-02 +60 TP 10 1.087e-09 6.814e-06 8.483e-10 2.611e-01 5.950e-10 7.080e-01 1.618e-03 2.930e-02 4.199e-10 4.440e-09 1.360e-10 8.518e-10 +60 TP 11 4.641e-03 5.215e-09 2.515e-02 5.509e-09 2.978e-09 1.446e-09 1.342e-02 2.070e-09 2.496e-01 2.019e-03 6.320e-01 7.315e-02 +60 TP 12 1.779e-01 3.010e-02 2.938e-01 1.421e-02 1.679e-02 1.324e-09 1.047e-01 2.748e-09 4.234e-03 1.968e-02 1.153e-02 3.270e-01 +61 IP 1 1.280e-08 +61 IP 2 7.198e-08 +61 IP 3 7.540e-03 +61 IP 4 9.150e-03 +61 IP 5 2.662e-02 +61 IP 6 1.751e-02 +61 IP 7 2.109e-08 +61 IP 8 1.874e-08 +61 IP 9 1.423e-02 +61 IP 10 7.246e-03 +61 IP 11 1.413e-01 +61 IP 12 1.349e-08 +61 IP 13 5.745e-02 +61 IP 14 7.189e-01 +61 EP 1 1.645e-11 7.538e-08 4.304e-04 3.181e-09 6.488e-04 3.743e-02 6.713e-02 8.938e-02 1.148e-01 1.263e-01 1.173e-01 1.133e-01 9.448e-02 7.772e-02 5.907e-02 3.982e-02 2.622e-02 1.871e-02 9.888e-03 4.567e-03 2.314e-03 1.567e-04 3.703e-04 1.329e-10 2.079e-10 9.571e-11 5.502e-11 7.144e-11 3.445e-11 6.141e-11 1.086e-10 1.918e-05 2.141e-11 4.256e-11 1.745e-11 2.522e-11 1.789e-11 1.732e-11 1.658e-11 1.667e-11 1.646e-11 1.645e-11 1.803e-11 1.647e-11 1.648e-11 1.645e-11 1.646e-11 1.645e-11 1.645e-11 1.685e-11 1.645e-11 1.645e-11 +61 EP 2 4.932e-12 1.349e-09 1.679e-02 1.291e-01 1.860e-01 2.123e-01 1.916e-01 1.262e-01 7.457e-02 3.797e-02 1.973e-02 5.535e-03 4.192e-09 8.097e-10 5.530e-10 5.545e-10 1.787e-06 1.328e-09 3.489e-04 6.570e-05 3.737e-11 3.444e-11 4.510e-11 4.175e-08 3.471e-11 1.092e-11 2.009e-11 1.222e-11 1.237e-11 9.581e-12 1.705e-11 6.970e-12 5.168e-12 1.088e-11 5.064e-12 6.043e-12 4.961e-12 5.068e-12 4.941e-12 4.979e-12 4.932e-12 4.932e-12 5.126e-12 4.932e-12 4.932e-12 4.932e-12 4.932e-12 4.932e-12 4.932e-12 4.933e-12 4.932e-12 4.932e-12 +61 EP 3 3.559e-12 2.981e-01 3.384e-01 2.153e-01 1.137e-01 3.447e-02 1.286e-09 1.407e-09 2.952e-10 4.758e-10 2.574e-10 3.420e-05 1.215e-07 1.839e-09 1.737e-09 9.346e-10 4.023e-06 4.012e-10 2.127e-10 3.077e-06 2.297e-11 1.716e-11 2.838e-11 8.181e-09 1.935e-11 6.948e-12 1.235e-11 8.828e-12 5.600e-12 6.488e-12 7.961e-12 5.919e-12 3.767e-12 5.878e-12 3.625e-12 4.164e-12 3.641e-12 3.567e-12 3.560e-12 3.563e-12 3.559e-12 3.559e-12 3.572e-12 3.559e-12 3.559e-12 3.559e-12 3.559e-12 3.559e-12 3.559e-12 3.562e-12 3.559e-12 3.559e-12 +61 EP 4 9.760e-12 2.040e-02 1.127e-01 1.516e-01 1.532e-01 1.577e-01 1.386e-01 1.001e-01 6.990e-02 3.703e-02 2.632e-02 1.384e-02 3.724e-03 2.270e-03 1.071e-03 2.883e-03 2.279e-03 1.823e-03 2.301e-03 1.760e-03 7.781e-09 3.648e-04 9.135e-10 1.623e-10 9.816e-11 9.099e-11 1.724e-10 6.032e-11 3.090e-11 2.753e-11 6.740e-11 2.947e-11 1.368e-11 1.171e-05 1.326e-11 2.135e-11 1.186e-11 1.117e-11 1.023e-11 1.010e-11 9.787e-12 9.767e-12 1.053e-11 9.770e-12 9.774e-12 9.760e-12 9.762e-12 9.760e-12 9.760e-12 9.930e-12 9.760e-12 9.760e-12 +61 EP 5 1.389e-11 6.616e-10 3.003e-09 3.476e-05 2.370e-04 5.008e-06 2.450e-02 8.327e-02 1.247e-01 1.610e-01 1.566e-01 1.400e-01 1.212e-01 7.981e-02 5.843e-02 2.907e-02 1.372e-02 6.793e-03 7.092e-04 2.331e-09 1.746e-10 1.973e-10 2.561e-10 4.142e-10 1.489e-10 5.463e-11 7.813e-11 5.670e-11 8.674e-11 4.412e-11 9.820e-11 2.370e-11 1.775e-11 5.394e-11 1.673e-11 1.938e-11 1.536e-11 1.782e-11 1.405e-11 1.483e-11 1.391e-11 1.389e-11 1.723e-11 1.390e-11 1.390e-11 1.389e-11 1.389e-11 1.389e-11 1.389e-11 1.395e-11 1.389e-11 1.389e-11 +61 EP 6 4.926e-11 7.555e-10 1.291e-09 3.760e-09 3.309e-09 9.675e-07 2.333e-04 7.782e-05 1.017e-08 2.103e-03 8.828e-03 3.887e-02 6.698e-02 9.343e-02 1.085e-01 1.178e-01 1.266e-01 1.036e-01 9.072e-02 7.054e-02 5.817e-02 4.235e-02 2.613e-02 1.855e-02 1.239e-02 7.421e-03 3.616e-03 2.217e-03 1.557e-04 6.104e-04 1.178e-04 1.983e-10 8.209e-11 4.419e-10 7.416e-11 9.459e-11 6.831e-11 1.374e-10 7.140e-11 5.863e-11 5.049e-11 4.951e-11 1.836e-10 4.931e-11 4.939e-11 4.926e-11 4.930e-11 4.926e-11 4.927e-11 4.956e-11 4.926e-11 4.926e-11 +61 EP 7 5.787e-11 4.411e-03 2.809e-02 6.863e-07 2.264e-09 4.816e-03 7.235e-03 1.765e-02 1.690e-02 4.037e-02 4.377e-02 4.342e-02 7.265e-02 6.533e-02 7.321e-02 8.452e-02 7.670e-02 8.102e-02 6.124e-02 6.428e-02 5.665e-02 4.799e-02 3.679e-02 2.731e-02 1.633e-02 9.916e-03 9.218e-03 4.877e-03 2.072e-03 1.366e-03 3.308e-04 1.468e-03 3.703e-10 8.659e-05 7.100e-11 2.660e-10 9.004e-11 7.227e-11 5.934e-11 5.796e-11 5.825e-11 5.790e-11 6.033e-11 5.809e-11 5.941e-11 5.787e-11 5.800e-11 5.787e-11 5.789e-11 8.399e-11 5.787e-11 5.787e-11 +61 EP 8 3.501e-11 1.142e-09 7.416e-02 1.981e-01 2.058e-01 1.782e-01 1.272e-01 7.505e-02 2.948e-02 5.128e-09 9.185e-10 1.100e-09 8.799e-08 1.021e-02 1.073e-02 1.816e-02 2.090e-02 1.630e-02 1.787e-02 9.309e-03 5.731e-03 2.061e-03 7.285e-04 1.220e-09 2.414e-10 1.711e-10 9.676e-11 4.591e-10 1.369e-10 1.692e-10 7.388e-11 2.067e-10 5.098e-11 1.385e-10 3.847e-11 7.938e-11 3.719e-11 3.618e-11 3.506e-11 3.510e-11 3.504e-11 3.501e-11 3.514e-11 3.502e-11 3.504e-11 3.501e-11 3.501e-11 3.501e-11 3.501e-11 3.535e-11 3.501e-11 3.501e-11 +61 EP 9 3.401e-11 3.202e-10 2.018e-02 3.425e-02 3.108e-02 3.456e-02 4.216e-02 6.573e-02 7.729e-02 7.719e-02 8.185e-02 8.350e-02 7.141e-02 7.364e-02 7.010e-02 5.879e-02 5.065e-02 3.693e-02 2.989e-02 2.463e-02 1.418e-02 9.100e-03 5.399e-03 4.813e-03 2.683e-03 5.961e-10 1.549e-09 2.361e-10 4.684e-10 8.566e-10 4.856e-10 1.258e-10 1.737e-10 1.017e-10 1.687e-10 8.653e-11 8.672e-11 7.564e-11 4.469e-11 7.783e-11 4.065e-11 4.128e-11 3.787e-09 4.377e-11 3.624e-11 3.460e-11 3.862e-11 3.411e-11 3.472e-11 4.703e-11 3.408e-11 3.403e-11 +61 EP 10 1.090e-10 4.431e-10 1.775e-09 5.216e-09 9.854e-03 4.790e-03 3.753e-03 2.584e-09 7.984e-09 5.025e-09 3.078e-09 5.670e-09 3.573e-09 2.630e-03 6.397e-03 1.022e-02 1.644e-02 5.141e-02 6.871e-02 7.694e-02 9.737e-02 9.116e-02 8.712e-02 8.083e-02 7.362e-02 7.122e-02 5.998e-02 4.787e-02 4.090e-02 2.894e-02 2.166e-02 1.413e-02 1.369e-02 8.761e-03 4.931e-03 3.903e-03 1.492e-03 6.374e-04 2.481e-04 2.357e-10 2.184e-04 2.572e-10 1.840e-04 2.393e-10 1.203e-10 1.102e-10 1.384e-10 1.095e-10 1.137e-10 3.773e-10 1.091e-10 1.090e-10 +61 EP 11 4.118e-11 7.691e-02 1.642e-01 1.701e-01 1.531e-01 1.401e-01 1.049e-01 6.664e-02 5.036e-02 3.361e-02 2.200e-02 7.022e-03 7.095e-03 2.349e-03 2.910e-09 7.276e-10 1.064e-09 4.464e-09 7.411e-05 3.824e-08 6.993e-04 7.426e-04 4.510e-10 2.346e-09 1.189e-09 2.426e-10 2.791e-10 1.538e-10 1.854e-10 1.540e-09 8.105e-05 1.135e-10 7.057e-11 9.195e-06 9.187e-11 1.112e-10 5.134e-11 4.986e-11 4.452e-11 6.255e-11 4.226e-11 4.230e-11 1.356e-10 4.379e-11 4.158e-11 4.128e-11 4.216e-11 4.120e-11 4.131e-11 4.536e-11 4.119e-11 4.118e-11 +61 EP 12 2.358e-10 7.464e-04 1.451e-02 1.752e-02 1.573e-02 1.405e-02 1.500e-02 1.287e-02 1.118e-02 1.629e-02 1.575e-02 1.921e-02 2.303e-02 2.031e-02 2.686e-02 2.913e-02 3.693e-02 3.120e-02 2.627e-02 3.086e-02 4.158e-02 3.089e-02 4.294e-02 4.103e-02 4.335e-02 3.804e-02 3.368e-02 4.393e-02 3.250e-02 3.781e-02 3.068e-02 2.517e-02 2.508e-02 2.633e-02 2.493e-02 1.937e-02 1.917e-02 1.324e-02 1.314e-02 1.061e-02 7.072e-03 7.780e-03 2.195e-03 3.772e-03 1.415e-03 1.886e-03 1.415e-03 4.715e-04 1.179e-03 1.179e-03 4.715e-04 2.358e-04 +61 EP 13 1.391e-11 1.205e-01 3.424e-01 2.997e-01 1.669e-01 5.770e-02 1.980e-07 2.368e-09 1.101e-05 6.393e-09 1.067e-03 1.376e-05 1.788e-09 2.906e-03 7.270e-10 3.233e-03 1.858e-03 1.428e-03 1.601e-03 7.273e-04 2.638e-10 2.259e-10 1.209e-10 1.153e-09 5.631e-11 4.591e-11 6.520e-11 4.674e-11 1.132e-05 2.917e-11 6.053e-11 2.095e-11 1.503e-11 6.145e-11 1.447e-11 1.915e-11 1.440e-11 1.420e-11 1.394e-11 1.399e-11 1.391e-11 1.391e-11 1.418e-11 1.391e-11 1.391e-11 1.391e-11 1.391e-11 1.391e-11 1.391e-11 1.391e-11 1.391e-11 1.391e-11 +61 EP 14 1.255e-11 2.085e-01 2.326e-01 1.737e-01 1.221e-01 8.790e-02 6.031e-02 4.153e-02 2.525e-02 1.782e-02 1.253e-02 7.634e-03 4.946e-03 2.257e-03 1.031e-03 9.167e-04 6.733e-04 1.512e-04 6.818e-05 4.797e-05 2.290e-11 3.473e-11 2.465e-11 2.796e-11 2.132e-11 2.249e-11 4.371e-11 1.454e-11 1.782e-11 1.384e-11 1.340e-11 1.393e-11 1.256e-11 1.896e-11 1.255e-11 1.264e-11 1.262e-11 1.255e-11 1.264e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 1.255e-11 +61 TP 1 5.215e-08 4.325e-08 3.857e-01 2.859e-01 7.832e-02 7.369e-03 1.056e-09 1.567e-01 1.738e-02 2.064e-06 1.500e-07 1.047e-10 5.616e-02 1.244e-02 +61 TP 2 1.815e-01 2.239e-01 3.601e-01 9.000e-02 1.605e-02 2.656e-02 3.257e-09 6.449e-10 3.398e-10 2.155e-04 2.950e-10 3.148e-05 1.016e-01 7.326e-05 +61 TP 3 9.826e-09 2.889e-01 5.136e-01 2.105e-09 2.849e-02 2.818e-06 9.287e-11 4.115e-10 5.836e-05 2.143e-05 1.680e-10 1.871e-11 1.589e-01 1.006e-02 +61 TP 4 2.678e-08 2.892e-01 2.614e-09 3.651e-01 2.468e-01 6.065e-02 8.170e-10 2.703e-02 5.905e-03 5.263e-03 8.539e-10 4.633e-11 2.198e-08 2.581e-09 +61 TP 5 2.512e-01 8.356e-08 1.994e-01 1.996e-01 6.800e-02 2.112e-02 1.208e-01 9.313e-02 8.199e-04 2.094e-03 8.444e-10 8.302e-11 4.382e-02 4.370e-10 +61 TP 6 2.190e-01 2.835e-08 1.232e-09 5.137e-03 6.297e-09 3.857e-02 3.697e-01 3.256e-01 4.598e-09 4.138e-02 2.515e-04 5.567e-10 3.152e-04 5.484e-10 +61 TP 7 5.893e-02 4.151e-02 4.601e-02 4.237e-01 1.532e-01 8.257e-02 1.295e-07 1.697e-01 1.825e-08 5.103e-09 2.438e-02 3.196e-10 3.560e-09 1.813e-09 +61 TP 8 1.532e-09 3.771e-03 7.460e-01 2.317e-01 3.656e-09 1.656e-02 2.727e-09 6.070e-04 9.953e-04 2.474e-04 2.586e-09 2.042e-10 1.662e-04 5.986e-09 +61 TP 9 2.456e-05 2.280e-09 1.562e-09 2.602e-02 2.270e-02 1.041e-02 3.230e-09 1.227e-08 6.253e-01 1.026e-01 1.963e-01 1.663e-02 1.893e-09 3.332e-10 +61 TP 10 4.802e-02 5.914e-07 1.807e-02 1.018e-02 4.000e-09 5.196e-09 1.175e-01 8.523e-05 2.727e-01 4.157e-01 1.169e-01 7.648e-04 1.642e-09 6.480e-10 +61 TP 11 1.453e-09 2.617e-09 1.999e-09 6.557e-03 5.271e-09 5.636e-03 8.802e-10 1.834e-09 2.594e-01 2.920e-02 6.955e-01 3.668e-03 1.358e-09 5.127e-10 +61 TP 12 1.147e-08 1.411e-09 1.775e-09 1.226e-09 2.120e-09 3.270e-09 6.803e-09 4.533e-04 1.057e-01 9.065e-03 2.377e-02 8.606e-01 9.266e-10 4.889e-04 +61 TP 13 3.619e-06 6.368e-01 7.464e-09 2.186e-09 3.130e-01 5.015e-02 4.367e-10 2.713e-09 1.384e-09 1.368e-05 5.258e-10 1.093e-10 1.657e-08 2.655e-07 +61 TP 14 6.898e-09 7.561e-05 4.555e-02 2.138e-09 5.955e-06 3.940e-06 2.167e-10 2.679e-09 5.449e-10 1.197e-04 5.520e-10 7.729e-11 7.367e-04 9.535e-01 +62 IP 1 5.306e-09 +62 IP 2 1.448e-01 +62 IP 3 4.616e-02 +62 IP 4 4.262e-02 +62 IP 5 1.008e-02 +62 IP 6 1.090e-07 +62 IP 7 2.269e-08 +62 IP 8 4.699e-08 +62 IP 9 2.398e-08 +62 IP 10 5.187e-09 +62 IP 11 6.616e-02 +62 IP 12 1.323e-02 +62 IP 13 3.963e-08 +62 IP 14 5.501e-01 +62 IP 15 1.269e-01 +62 IP 16 5.229e-09 +62 EP 1 2.727e-10 4.914e-10 1.626e-09 1.119e-09 1.803e-09 1.597e-09 2.424e-09 4.003e-03 3.456e-05 8.470e-04 4.984e-04 9.516e-03 7.921e-03 6.624e-03 1.527e-02 5.890e-03 1.158e-02 1.931e-02 1.413e-02 8.553e-03 2.172e-02 1.068e-02 3.306e-02 3.224e-02 3.328e-02 4.005e-02 4.141e-02 6.320e-02 5.457e-02 6.065e-02 6.432e-02 5.702e-02 5.803e-02 5.416e-02 5.007e-02 4.683e-02 3.494e-02 3.130e-02 2.347e-02 1.884e-02 1.470e-02 1.173e-02 1.227e-02 6.272e-03 5.727e-03 4.636e-03 1.091e-03 3.000e-03 2.727e-03 1.091e-03 1.636e-03 5.454e-04 2.727e-04 2.727e-10 2.727e-04 +62 EP 2 2.709e-11 9.326e-02 1.743e-01 1.826e-01 1.673e-01 1.214e-01 9.804e-02 5.639e-02 4.276e-02 3.257e-02 2.173e-02 9.457e-03 1.733e-05 8.598e-07 6.855e-10 7.345e-10 7.213e-10 6.336e-10 3.247e-10 4.543e-10 3.254e-10 7.235e-10 2.887e-10 1.983e-04 1.468e-10 1.313e-10 1.376e-10 8.191e-11 1.785e-10 5.964e-11 1.762e-10 8.070e-11 5.141e-11 5.857e-11 6.309e-11 7.030e-11 1.344e-10 3.129e-11 3.330e-11 3.065e-11 3.073e-11 3.447e-11 2.863e-11 2.718e-11 2.811e-11 2.745e-11 2.711e-11 2.711e-11 2.711e-11 2.756e-11 2.709e-11 2.709e-11 2.709e-11 2.709e-11 2.709e-11 +62 EP 3 2.461e-11 2.745e-10 2.529e-02 3.805e-02 3.721e-02 4.638e-02 5.082e-02 7.299e-02 7.346e-02 6.763e-02 7.164e-02 6.948e-02 7.768e-02 7.467e-02 6.472e-02 5.629e-02 5.474e-02 4.337e-02 2.923e-02 1.925e-02 1.607e-02 5.734e-03 2.839e-03 2.443e-03 6.361e-10 3.400e-10 3.999e-10 1.695e-10 2.305e-10 1.183e-10 4.515e-10 1.304e-10 2.196e-10 1.265e-10 1.463e-10 1.769e-10 6.996e-10 5.478e-11 6.761e-11 3.495e-11 5.650e-11 5.286e-11 3.339e-11 2.532e-11 3.347e-11 2.686e-11 2.490e-11 2.484e-11 2.473e-11 2.743e-11 2.468e-11 2.467e-11 2.461e-11 2.461e-11 2.463e-11 +62 EP 4 2.685e-12 1.233e-01 2.579e-01 2.585e-01 1.733e-01 1.036e-01 4.904e-02 2.240e-02 9.227e-03 2.668e-03 3.772e-05 2.748e-10 3.376e-10 1.583e-10 2.811e-10 1.107e-06 3.851e-09 1.781e-10 1.342e-10 5.554e-11 5.650e-11 1.824e-11 2.607e-11 1.200e-11 9.302e-12 1.117e-11 8.193e-12 9.161e-12 5.002e-12 6.083e-12 2.867e-11 4.606e-12 2.902e-12 2.929e-12 2.825e-12 2.904e-12 2.775e-12 2.692e-12 2.714e-12 2.717e-12 2.690e-12 2.706e-12 2.687e-12 2.685e-12 2.686e-12 2.685e-12 2.685e-12 2.685e-12 2.685e-12 2.685e-12 2.685e-12 2.685e-12 2.685e-12 2.685e-12 2.685e-12 +62 EP 5 3.519e-11 1.862e-06 4.515e-02 8.655e-02 8.809e-02 8.338e-02 7.724e-02 7.257e-02 6.484e-02 4.687e-02 3.998e-02 3.868e-02 3.225e-02 3.769e-02 3.666e-02 4.134e-02 3.735e-02 3.716e-02 3.179e-02 2.814e-02 2.461e-02 1.788e-02 1.015e-02 9.434e-03 6.008e-03 3.173e-03 1.738e-03 2.939e-04 6.294e-04 2.988e-04 4.023e-10 1.954e-10 1.497e-10 7.565e-11 6.882e-11 1.111e-10 1.246e-10 5.020e-11 4.406e-11 6.437e-05 3.777e-11 3.957e-11 3.622e-11 3.520e-11 3.525e-11 3.543e-11 3.519e-11 3.523e-11 3.519e-11 3.664e-11 3.519e-11 3.519e-11 3.519e-11 3.519e-11 3.519e-11 +62 EP 6 1.929e-11 6.241e-01 2.990e-01 6.128e-08 4.244e-09 1.457e-02 4.304e-02 1.918e-02 7.785e-07 2.852e-08 1.506e-09 8.271e-10 7.617e-10 4.369e-10 5.097e-10 8.588e-10 8.819e-10 1.019e-09 4.658e-10 3.151e-10 1.532e-04 8.904e-11 1.066e-10 5.276e-11 4.772e-11 5.312e-11 4.591e-11 4.444e-11 2.700e-11 2.751e-11 1.519e-10 3.283e-11 1.976e-11 1.978e-11 1.959e-11 2.040e-11 1.935e-11 1.931e-11 1.931e-11 1.935e-11 1.933e-11 1.931e-11 1.930e-11 1.929e-11 1.930e-11 1.929e-11 1.929e-11 1.929e-11 1.929e-11 1.929e-11 1.929e-11 1.929e-11 1.929e-11 1.929e-11 1.929e-11 +62 EP 7 2.916e-11 1.193e-09 1.610e-07 4.268e-02 3.380e-03 2.920e-05 1.810e-03 2.971e-02 1.080e-01 1.750e-01 1.855e-01 1.639e-01 1.347e-01 7.822e-02 5.023e-02 2.263e-02 3.226e-03 1.024e-03 8.270e-09 3.731e-10 4.800e-10 3.802e-10 5.847e-10 3.020e-10 2.937e-10 2.009e-10 4.055e-10 6.589e-10 1.451e-10 1.143e-10 1.624e-10 5.508e-11 4.634e-11 4.100e-11 3.895e-11 5.009e-11 3.702e-11 3.087e-11 4.779e-11 3.093e-11 3.346e-11 3.090e-11 2.971e-11 2.917e-11 2.965e-11 2.929e-11 2.916e-11 2.918e-11 2.916e-11 2.974e-11 2.916e-11 2.916e-11 2.916e-11 2.916e-11 2.916e-11 +62 EP 8 7.653e-12 4.671e-10 1.410e-09 4.908e-02 1.007e-01 1.306e-01 1.408e-01 1.419e-01 1.270e-01 9.811e-02 7.388e-02 5.114e-02 3.370e-02 2.155e-02 1.361e-02 9.339e-03 4.481e-03 2.781e-03 1.080e-03 2.812e-04 1.343e-10 6.669e-11 2.681e-10 3.848e-11 3.472e-11 6.607e-11 2.908e-11 3.095e-11 2.296e-11 1.987e-11 8.370e-06 1.532e-11 8.539e-12 8.451e-12 8.051e-12 8.195e-12 8.079e-12 7.681e-12 8.028e-12 7.987e-12 7.924e-12 7.702e-12 7.668e-12 7.654e-12 7.658e-12 7.654e-12 7.653e-12 7.653e-12 7.653e-12 7.654e-12 7.653e-12 7.653e-12 7.653e-12 7.653e-12 7.653e-12 +62 EP 9 2.474e-11 3.938e-10 1.222e-09 1.138e-09 1.651e-09 1.052e-09 2.619e-09 3.975e-09 1.583e-02 4.367e-02 6.059e-02 7.683e-02 9.695e-02 1.062e-01 1.045e-01 1.041e-01 9.682e-02 7.699e-02 6.711e-02 4.771e-02 3.546e-02 2.586e-02 1.534e-02 1.136e-02 7.921e-03 3.360e-03 2.058e-03 6.760e-04 4.479e-04 1.293e-04 3.882e-10 5.113e-11 5.951e-11 4.513e-11 4.004e-11 5.220e-11 4.307e-11 2.650e-11 5.432e-11 4.079e-11 3.795e-11 2.657e-11 2.567e-11 2.477e-11 2.567e-11 2.490e-11 2.474e-11 2.479e-11 2.474e-11 2.490e-11 2.474e-11 2.474e-11 2.474e-11 2.474e-11 2.474e-11 +62 EP 10 6.981e-09 7.098e-09 7.061e-09 6.597e-03 7.081e-09 7.208e-09 7.685e-03 2.956e-01 4.635e-01 2.160e-01 1.057e-02 7.310e-09 7.217e-09 7.045e-09 7.102e-09 7.017e-09 7.018e-09 7.015e-09 7.014e-09 7.013e-09 7.047e-09 7.054e-09 7.084e-09 7.042e-09 7.024e-09 7.104e-09 7.078e-09 7.023e-09 7.052e-09 7.002e-09 7.042e-09 7.006e-09 6.991e-09 6.992e-09 7.008e-09 7.202e-09 6.982e-09 6.981e-09 6.983e-09 6.981e-09 6.982e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 6.981e-09 +62 EP 11 1.322e-11 1.737e-01 1.574e-01 8.345e-02 5.815e-02 4.770e-02 4.378e-02 4.624e-02 4.457e-02 4.845e-02 4.398e-02 4.680e-02 4.535e-02 4.011e-02 3.679e-02 2.678e-02 1.969e-02 1.470e-02 9.314e-03 6.310e-03 4.011e-03 1.336e-03 1.346e-03 3.804e-09 1.279e-10 6.173e-05 1.133e-07 4.110e-05 7.834e-11 5.660e-11 4.359e-11 1.891e-11 1.465e-11 1.945e-11 1.440e-11 1.359e-11 1.350e-11 1.322e-11 1.331e-11 1.338e-11 1.323e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 1.322e-11 +62 EP 12 7.150e-11 3.883e-10 1.559e-08 1.758e-05 1.827e-08 1.916e-09 6.349e-09 1.720e-09 6.624e-09 2.108e-09 1.774e-09 7.132e-09 3.447e-09 4.040e-09 4.421e-03 1.796e-02 2.684e-02 4.666e-02 6.465e-02 8.671e-02 8.733e-02 1.034e-01 1.041e-01 9.021e-02 7.914e-02 6.938e-02 6.030e-02 4.746e-02 3.108e-02 2.580e-02 1.793e-02 1.533e-02 8.551e-03 7.046e-03 2.930e-03 1.378e-03 7.053e-04 1.591e-04 2.816e-04 1.500e-04 7.938e-05 2.889e-10 1.045e-10 7.752e-11 1.165e-10 1.006e-10 7.380e-11 7.702e-11 7.212e-11 9.294e-11 7.188e-11 7.202e-11 7.156e-11 7.150e-11 7.180e-11 +62 EP 13 1.350e-10 3.351e-03 3.497e-02 4.591e-02 4.656e-02 4.991e-02 5.176e-02 4.674e-02 4.368e-02 4.815e-02 4.094e-02 4.824e-02 3.787e-02 4.183e-02 4.015e-02 4.176e-02 4.240e-02 2.796e-02 3.264e-02 3.871e-02 3.181e-02 3.344e-02 3.032e-02 2.622e-02 2.649e-02 2.351e-02 2.055e-02 1.497e-02 8.807e-03 6.089e-03 4.227e-03 5.742e-03 1.971e-03 9.254e-04 1.406e-03 9.356e-10 9.091e-10 5.072e-10 3.387e-10 3.982e-10 2.670e-10 1.796e-08 2.415e-10 1.921e-10 2.043e-10 1.999e-10 2.767e-10 1.931e-10 1.899e-10 1.515e-10 1.722e-10 1.871e-10 1.394e-10 1.350e-10 2.002e-10 +62 EP 14 1.691e-11 1.954e-01 2.240e-01 1.828e-01 1.324e-01 9.031e-02 6.269e-02 4.026e-02 2.675e-02 1.782e-02 1.115e-02 6.615e-03 3.807e-03 2.643e-03 1.114e-03 8.350e-04 4.245e-04 3.041e-04 3.721e-04 1.386e-04 1.775e-05 3.744e-11 2.313e-05 2.395e-11 6.363e-11 1.713e-05 1.881e-11 1.324e-05 1.736e-11 1.747e-11 3.905e-11 1.730e-11 1.693e-11 1.733e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 1.691e-11 +62 EP 15 9.601e-12 4.035e-08 8.360e-02 1.213e-01 1.534e-01 1.587e-01 1.643e-01 1.411e-01 9.298e-02 4.971e-02 2.451e-02 9.810e-03 6.420e-04 9.072e-10 4.127e-10 9.119e-10 6.119e-10 6.154e-10 3.343e-10 1.170e-10 1.428e-10 1.144e-10 1.216e-10 9.989e-11 6.291e-11 5.453e-11 6.446e-11 8.109e-11 3.159e-11 8.371e-11 1.061e-10 1.517e-11 1.398e-11 1.242e-11 1.224e-11 1.517e-11 1.184e-11 9.726e-12 1.082e-11 1.003e-11 1.028e-11 9.928e-12 9.678e-12 9.604e-12 9.751e-12 9.608e-12 9.601e-12 9.601e-12 9.601e-12 9.601e-12 9.601e-12 9.601e-12 9.601e-12 9.601e-12 9.601e-12 +62 EP 16 3.875e-09 4.008e-09 4.095e-09 1.317e-08 1.613e-01 4.013e-01 4.013e-01 3.443e-02 4.653e-09 4.099e-09 4.174e-09 1.639e-03 4.161e-09 4.013e-09 3.950e-09 4.304e-09 3.940e-09 3.971e-09 4.068e-09 3.943e-09 3.975e-09 3.907e-09 3.921e-09 3.899e-09 3.991e-09 3.997e-09 3.901e-09 3.892e-09 3.882e-09 3.915e-09 3.901e-09 3.885e-09 3.877e-09 3.889e-09 3.876e-09 3.877e-09 3.876e-09 3.875e-09 3.876e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 3.875e-09 +62 TP 1 6.095e-01 4.249e-09 1.008e-01 8.219e-10 1.618e-09 7.831e-10 1.924e-09 1.072e-09 2.533e-09 3.559e-10 1.066e-09 6.921e-02 2.205e-01 3.764e-10 1.601e-09 3.020e-10 +62 TP 2 8.444e-04 6.518e-01 2.714e-01 9.254e-10 7.883e-10 8.568e-10 1.408e-02 9.458e-10 5.272e-06 6.225e-11 8.231e-10 1.612e-02 6.616e-03 2.279e-10 3.918e-02 5.100e-11 +62 TP 3 9.652e-03 2.450e-01 5.785e-01 1.582e-09 1.224e-03 9.933e-10 2.633e-02 3.206e-09 1.499e-02 4.346e-11 2.750e-09 1.243e-01 1.133e-07 2.656e-10 3.951e-05 2.330e-05 +62 TP 4 1.326e-11 1.420e-10 1.830e-08 5.726e-01 1.179e-10 8.979e-02 2.499e-02 2.309e-01 2.528e-02 2.039e-06 8.863e-09 8.007e-11 1.919e-11 8.260e-04 5.556e-02 4.942e-12 +62 TP 5 2.498e-04 5.092e-02 2.289e-02 4.622e-01 1.382e-09 7.069e-02 7.192e-02 1.021e-08 4.360e-02 4.947e-11 9.093e-03 2.571e-03 4.592e-10 7.180e-10 2.658e-01 6.576e-11 +62 TP 6 6.072e-11 9.382e-10 8.084e-10 7.049e-01 3.803e-10 2.144e-01 6.530e-03 1.290e-07 9.235e-10 2.508e-11 8.243e-10 2.380e-04 1.129e-10 1.017e-02 6.380e-02 2.314e-11 +62 TP 7 1.168e-09 2.317e-06 3.980e-02 8.439e-04 6.237e-03 1.425e-09 2.435e-01 2.976e-06 1.341e-01 5.751e-05 3.120e-01 7.876e-03 3.394e-10 1.053e-09 2.557e-01 7.099e-11 +62 TP 8 9.240e-11 5.928e-10 1.871e-08 4.086e-01 3.331e-09 2.469e-03 5.850e-07 3.614e-02 8.682e-09 1.877e-11 4.935e-01 3.233e-03 7.585e-11 1.344e-03 5.471e-02 1.270e-11 +62 TP 9 8.285e-05 3.609e-09 1.952e-04 2.605e-08 6.344e-01 2.288e-09 1.811e-03 1.446e-01 1.801e-01 3.535e-11 1.492e-06 3.873e-02 2.942e-10 7.974e-10 8.757e-10 3.363e-11 +62 TP 10 7.833e-09 9.196e-09 1.211e-08 7.888e-09 8.659e-09 7.623e-09 3.076e-02 8.419e-09 8.819e-09 9.227e-01 8.042e-09 7.634e-09 7.585e-09 7.651e-09 9.066e-09 4.656e-02 +62 TP 11 5.913e-11 1.062e-09 2.314e-09 7.398e-01 8.227e-10 5.377e-02 2.647e-02 2.766e-06 8.268e-04 1.947e-11 2.574e-03 1.884e-10 9.466e-11 7.401e-05 1.765e-01 2.033e-11 +62 TP 12 1.379e-02 8.432e-02 2.857e-01 1.127e-09 1.790e-01 4.772e-04 4.191e-02 1.294e-02 3.364e-02 8.459e-11 9.323e-07 3.482e-01 3.698e-09 2.323e-10 8.596e-09 8.411e-11 +62 TP 13 1.087e-01 3.341e-02 5.973e-09 6.385e-10 7.916e-10 1.433e-09 8.448e-10 6.472e-10 8.811e-10 1.543e-10 7.220e-10 2.752e-09 8.579e-01 3.124e-10 8.508e-10 1.551e-10 +62 TP 14 3.339e-11 1.956e-10 2.106e-10 3.671e-03 3.057e-10 1.496e-02 2.028e-07 5.763e-09 6.689e-10 7.098e-11 9.974e-10 3.491e-10 1.357e-05 9.812e-01 1.497e-09 1.648e-04 +62 TP 15 9.062e-11 9.476e-10 6.878e-03 1.002e-05 1.290e-09 1.317e-09 9.605e-02 3.258e-01 1.609e-01 2.072e-11 8.743e-08 8.361e-03 8.959e-11 9.432e-10 4.021e-01 2.159e-11 +62 TP 16 4.290e-09 1.010e-08 5.860e-03 8.641e-09 6.826e-09 7.462e-09 6.072e-09 7.006e-09 7.580e-09 3.234e-02 8.414e-09 5.612e-09 4.746e-09 2.905e-02 8.674e-09 9.327e-01 +63 IP 1 6.478e-02 +63 IP 2 6.604e-09 +63 IP 3 2.060e-08 +63 IP 4 1.039e-01 +63 IP 5 3.119e-08 +63 IP 6 5.791e-09 +63 IP 7 9.432e-03 +63 IP 8 6.036e-01 +63 IP 9 2.148e-02 +63 IP 10 4.387e-08 +63 IP 11 7.366e-02 +63 IP 12 2.281e-02 +63 IP 13 6.260e-09 +63 IP 14 1.003e-01 +63 EP 1 3.158e-11 4.205e-02 1.211e-01 1.277e-01 1.228e-01 1.099e-01 9.629e-02 8.131e-02 7.045e-02 5.738e-02 4.850e-02 3.817e-02 2.536e-02 1.998e-02 1.897e-02 1.046e-02 3.257e-03 3.125e-03 3.194e-03 8.083e-10 2.656e-05 1.012e-09 5.676e-10 2.572e-10 2.827e-10 1.738e-10 3.948e-10 3.754e-10 1.808e-10 1.971e-10 8.590e-08 1.805e-08 6.241e-08 4.143e-08 9.434e-11 6.247e-11 5.529e-11 5.668e-11 6.345e-11 1.017e-10 3.724e-11 4.128e-11 4.660e-11 3.833e-11 4.672e-11 3.244e-11 3.412e-11 3.182e-11 3.409e-11 3.162e-11 3.163e-11 3.312e-11 3.169e-11 3.158e-11 3.171e-11 3.160e-11 3.419e-11 3.158e-11 3.158e-11 3.162e-11 3.160e-11 +63 EP 2 6.566e-11 4.176e-10 1.982e-09 3.810e-09 3.479e-09 1.315e-03 1.942e-08 3.511e-09 1.208e-08 2.782e-05 2.682e-09 1.730e-09 3.327e-08 2.561e-03 1.011e-02 1.840e-02 4.014e-02 4.427e-02 7.245e-02 1.069e-01 1.112e-01 1.035e-01 1.068e-01 9.781e-02 8.258e-02 6.307e-02 4.570e-02 2.921e-02 2.234e-02 1.376e-02 1.016e-02 7.705e-03 5.578e-03 1.897e-03 1.380e-03 9.739e-04 1.816e-10 1.718e-04 1.702e-10 1.382e-10 2.579e-10 1.836e-10 7.359e-11 6.678e-11 6.768e-11 7.160e-11 6.810e-11 6.606e-11 6.633e-11 6.572e-11 6.596e-11 6.747e-11 6.588e-11 6.566e-11 6.580e-11 6.569e-11 6.604e-11 6.566e-11 6.566e-11 6.572e-11 6.569e-11 +63 EP 3 7.460e-12 4.137e-10 8.274e-06 2.737e-02 6.708e-02 1.104e-01 1.387e-01 1.460e-01 1.358e-01 1.194e-01 9.069e-02 6.351e-02 4.364e-02 2.703e-02 1.823e-02 9.795e-03 2.281e-03 1.426e-07 1.021e-09 1.129e-10 2.077e-10 5.049e-11 7.095e-11 6.252e-11 4.512e-11 3.217e-11 2.895e-11 2.958e-11 1.817e-11 1.535e-11 1.527e-11 1.079e-11 1.007e-11 9.906e-12 9.419e-12 8.214e-12 1.467e-11 8.199e-12 1.201e-11 7.680e-12 9.169e-12 7.494e-12 7.494e-12 7.460e-12 7.465e-12 7.460e-12 7.462e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 7.460e-12 +63 EP 4 4.712e-11 3.436e-09 1.751e-07 5.725e-03 7.131e-02 1.615e-01 2.231e-01 2.130e-01 1.935e-01 1.312e-01 3.951e-04 1.473e-07 8.787e-09 1.754e-09 1.555e-09 1.010e-09 2.772e-09 7.370e-10 6.894e-10 7.699e-10 1.754e-05 2.669e-04 1.315e-09 9.959e-10 1.498e-09 8.628e-10 3.406e-10 2.785e-10 3.283e-10 4.002e-10 1.320e-10 1.286e-10 1.848e-10 1.170e-10 1.237e-10 1.051e-10 1.094e-10 7.956e-11 3.859e-05 5.820e-11 1.396e-10 4.911e-11 4.853e-11 4.726e-11 4.749e-11 4.719e-11 4.777e-11 4.713e-11 4.725e-11 4.712e-11 4.712e-11 4.729e-11 4.712e-11 4.712e-11 4.712e-11 4.712e-11 4.715e-11 4.712e-11 4.712e-11 4.712e-11 4.712e-11 +63 EP 5 3.842e-09 3.940e-09 3.630e-07 4.088e-09 1.287e-01 2.430e-01 2.598e-01 2.304e-01 1.276e-01 9.663e-03 4.179e-09 4.050e-09 8.463e-04 3.969e-09 4.055e-09 3.942e-09 3.962e-09 3.952e-09 4.047e-09 3.904e-09 4.132e-09 4.028e-09 3.887e-09 3.980e-09 3.924e-09 3.889e-09 3.919e-09 3.890e-09 3.898e-09 3.855e-09 3.870e-09 3.877e-09 3.847e-09 3.843e-09 3.844e-09 3.848e-09 3.843e-09 3.843e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 3.842e-09 +63 EP 6 3.455e-09 3.658e-09 3.568e-09 3.839e-09 3.855e-09 3.547e-09 4.710e-09 5.424e-09 2.577e-02 3.091e-01 2.688e-01 3.377e-01 5.408e-02 4.560e-03 1.849e-08 3.707e-09 3.698e-09 3.677e-09 3.755e-09 3.805e-09 3.589e-09 3.612e-09 3.558e-09 3.511e-09 3.603e-09 3.628e-09 3.608e-09 3.497e-09 3.535e-09 1.035e-06 3.517e-09 3.524e-09 4.016e-09 3.806e-09 3.500e-09 3.473e-09 3.480e-09 3.501e-09 3.468e-09 3.590e-09 3.466e-09 3.457e-09 3.459e-09 3.461e-09 3.457e-09 3.455e-09 3.461e-09 3.455e-09 3.459e-09 3.455e-09 3.455e-09 3.458e-09 3.455e-09 3.455e-09 3.455e-09 3.455e-09 3.455e-09 3.455e-09 3.455e-09 3.455e-09 3.455e-09 +63 EP 7 2.040e-11 3.528e-10 1.078e-08 1.428e-06 2.582e-04 6.370e-04 1.569e-03 7.615e-03 2.485e-02 6.177e-02 1.105e-01 1.155e-01 1.147e-01 1.109e-01 9.720e-02 8.901e-02 8.015e-02 6.939e-02 4.617e-02 3.015e-02 1.975e-02 1.132e-02 4.871e-03 2.314e-03 1.367e-03 2.642e-08 1.160e-07 1.350e-10 1.747e-10 1.555e-10 6.847e-11 7.042e-11 6.371e-11 6.175e-11 6.409e-11 3.637e-11 4.575e-11 5.987e-11 5.237e-11 2.323e-11 2.310e-05 2.231e-11 2.134e-11 2.045e-11 2.058e-11 2.048e-11 2.059e-11 2.041e-11 2.045e-11 2.040e-11 2.040e-11 2.048e-11 2.041e-11 2.040e-11 2.040e-11 2.040e-11 2.043e-11 2.040e-11 2.040e-11 2.040e-11 2.040e-11 +63 EP 8 6.606e-12 1.913e-01 2.243e-01 1.828e-01 1.295e-01 8.765e-02 5.945e-02 4.112e-02 2.793e-02 1.901e-02 1.329e-02 7.870e-03 5.383e-03 3.478e-03 2.685e-03 1.775e-03 9.278e-04 7.007e-04 3.967e-04 2.017e-04 1.736e-04 6.419e-11 9.987e-06 2.102e-06 2.077e-11 6.873e-06 1.746e-11 2.885e-07 7.791e-12 7.653e-12 8.400e-12 6.992e-12 7.040e-12 6.679e-12 6.678e-12 8.714e-07 6.909e-12 6.615e-12 6.674e-12 6.607e-12 6.631e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 6.606e-12 +63 EP 9 3.571e-11 1.577e-10 7.128e-09 1.632e-02 1.708e-02 1.845e-02 2.398e-02 2.802e-02 3.498e-02 4.025e-02 4.473e-02 5.379e-02 5.653e-02 6.378e-02 5.752e-02 6.324e-02 6.464e-02 6.052e-02 5.220e-02 5.481e-02 4.806e-02 4.186e-02 3.725e-02 3.209e-02 2.450e-02 2.207e-02 1.581e-02 1.127e-02 7.171e-03 4.812e-03 3.244e-03 9.631e-04 4.923e-05 3.755e-10 2.588e-10 1.561e-10 1.339e-10 1.323e-10 1.023e-10 1.697e-10 6.684e-11 6.986e-11 1.165e-10 5.269e-11 8.261e-11 4.167e-11 5.579e-11 4.066e-11 7.685e-11 3.730e-11 3.732e-11 5.653e-11 3.842e-11 3.571e-11 3.984e-11 3.670e-11 4.823e-11 3.571e-11 3.571e-11 3.715e-11 3.670e-11 +63 EP 10 1.007e-10 1.950e-09 2.204e-03 2.894e-03 3.921e-09 5.290e-09 1.484e-07 4.169e-02 8.957e-02 1.282e-01 1.383e-01 1.631e-01 1.372e-01 1.095e-01 7.870e-02 3.686e-02 3.896e-02 1.692e-02 1.225e-02 1.651e-03 1.447e-06 1.933e-09 1.801e-03 1.079e-09 1.319e-08 9.616e-05 5.590e-10 3.809e-10 2.186e-10 2.464e-10 1.689e-10 2.234e-10 1.555e-10 1.469e-10 1.417e-10 6.625e-10 1.281e-10 1.131e-10 1.186e-10 1.035e-10 1.762e-10 1.007e-10 1.008e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 1.008e-10 1.007e-10 1.007e-10 1.007e-10 1.007e-10 +63 EP 11 3.082e-12 2.956e-03 1.861e-01 2.683e-01 2.252e-01 1.474e-01 8.905e-02 4.845e-02 2.334e-02 7.726e-03 9.666e-04 4.194e-08 3.339e-10 4.331e-06 3.045e-07 1.018e-05 5.255e-04 6.966e-06 3.686e-10 3.545e-11 6.317e-11 1.796e-11 4.146e-11 4.351e-11 1.573e-11 1.312e-11 1.052e-11 1.913e-11 6.886e-12 5.834e-12 5.412e-12 4.721e-12 4.431e-12 3.837e-12 3.774e-12 3.778e-12 6.929e-12 3.446e-12 5.300e-12 3.205e-12 3.376e-12 3.097e-12 3.090e-12 3.083e-12 3.084e-12 3.082e-12 3.083e-12 3.082e-12 3.082e-12 3.082e-12 3.082e-12 3.082e-12 3.082e-12 3.082e-12 3.082e-12 3.082e-12 3.083e-12 3.082e-12 3.082e-12 3.082e-12 3.082e-12 +63 EP 12 9.534e-12 1.727e-02 5.969e-02 6.156e-02 6.091e-02 6.134e-02 6.453e-02 6.782e-02 6.643e-02 6.960e-02 7.136e-02 6.595e-02 5.877e-02 5.447e-02 4.797e-02 4.283e-02 3.477e-02 3.112e-02 2.303e-02 1.641e-02 1.079e-02 7.914e-03 3.541e-03 1.370e-03 4.791e-04 8.378e-05 7.963e-10 8.657e-11 5.484e-11 3.845e-11 3.005e-11 3.298e-11 4.298e-11 1.969e-11 2.585e-11 4.884e-11 2.305e-11 1.684e-11 2.732e-11 1.274e-11 1.544e-11 9.851e-12 9.614e-12 9.539e-12 9.553e-12 9.542e-12 9.539e-12 9.534e-12 9.535e-12 9.534e-12 9.534e-12 9.537e-12 9.534e-12 9.534e-12 9.534e-12 9.534e-12 9.534e-12 9.534e-12 9.534e-12 9.534e-12 9.534e-12 +63 EP 13 1.558e-10 2.948e-10 4.502e-03 7.822e-03 1.061e-02 5.356e-03 5.901e-03 1.654e-03 2.739e-03 3.680e-03 3.194e-03 1.466e-03 6.069e-09 3.137e-03 4.147e-03 4.046e-03 2.908e-09 4.787e-03 1.062e-02 1.138e-02 2.021e-02 2.382e-02 3.226e-02 4.431e-02 5.470e-02 5.277e-02 6.504e-02 6.772e-02 7.416e-02 7.242e-02 6.831e-02 5.589e-02 5.558e-02 4.848e-02 3.740e-02 3.133e-02 2.400e-02 2.001e-02 1.483e-02 1.247e-02 9.174e-03 8.103e-03 5.766e-03 4.519e-03 3.117e-03 1.558e-03 2.026e-03 1.247e-03 6.233e-04 6.233e-04 4.675e-04 7.792e-04 3.117e-04 1.558e-10 1.558e-04 1.558e-04 3.117e-04 1.558e-10 1.558e-10 1.558e-04 1.558e-04 +63 EP 14 7.904e-12 5.398e-01 3.561e-01 9.611e-02 4.278e-03 2.659e-03 9.031e-06 3.105e-09 1.053e-09 1.488e-09 8.028e-10 5.386e-10 4.609e-10 3.931e-09 1.569e-08 5.325e-09 1.069e-03 4.367e-06 9.771e-10 7.109e-11 9.231e-11 3.369e-11 7.186e-11 6.369e-11 2.687e-11 2.563e-11 2.187e-11 4.766e-11 1.510e-11 1.186e-11 1.247e-11 1.089e-11 1.015e-11 9.114e-12 8.900e-12 9.608e-12 1.778e-11 8.238e-12 1.171e-11 8.021e-12 8.271e-12 7.912e-12 7.907e-12 7.905e-12 7.905e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 7.904e-12 +63 TP 1 7.342e-01 1.516e-02 2.244e-09 7.341e-08 4.447e-11 8.190e-11 2.009e-02 2.941e-10 2.176e-01 5.371e-10 1.379e-09 1.918e-03 1.103e-02 1.055e-09 +63 TP 2 5.245e-02 2.768e-01 6.502e-02 3.300e-03 8.449e-11 8.893e-11 2.413e-02 1.052e-08 2.387e-02 1.114e-09 8.711e-02 4.593e-01 7.663e-03 3.731e-04 +63 TP 3 1.144e-09 9.863e-03 5.052e-02 3.968e-02 1.238e-11 1.802e-06 1.393e-05 1.190e-09 1.177e-03 7.374e-02 3.242e-01 3.470e-01 3.610e-09 1.538e-01 +63 TP 4 3.788e-08 5.516e-02 4.547e-01 1.916e-01 7.464e-11 2.231e-10 1.824e-01 6.829e-09 3.041e-02 4.742e-08 8.480e-02 1.919e-07 8.814e-04 1.071e-08 +63 TP 5 4.926e-09 4.573e-09 6.687e-09 6.118e-09 9.304e-01 3.243e-02 5.069e-09 3.713e-02 4.827e-09 1.459e-08 1.141e-08 6.418e-09 4.657e-09 4.870e-09 +63 TP 6 1.090e-08 4.768e-09 7.597e-09 7.196e-09 3.677e-02 9.231e-01 8.127e-03 5.250e-09 3.200e-02 9.523e-09 5.823e-09 7.973e-09 4.817e-09 4.414e-09 +63 TP 7 1.255e-02 1.066e-01 1.960e-07 5.693e-04 2.599e-11 5.632e-11 1.530e-01 7.620e-10 1.120e-02 9.621e-10 5.960e-02 6.551e-01 1.320e-03 8.078e-06 +63 TP 8 7.796e-11 5.876e-11 2.412e-02 5.839e-10 4.932e-05 1.521e-05 3.008e-10 9.525e-01 7.037e-11 4.791e-10 1.875e-02 3.997e-10 4.207e-11 4.569e-03 +63 TP 9 2.348e-01 9.829e-03 2.369e-09 2.395e-02 5.489e-11 4.026e-04 2.994e-02 4.114e-10 6.036e-01 4.855e-10 1.073e-03 3.733e-03 8.779e-02 4.928e-03 +63 TP 10 2.970e-04 1.749e-09 1.910e-08 4.682e-02 1.381e-10 2.637e-10 5.122e-03 2.947e-01 7.297e-08 4.666e-05 7.993e-03 3.380e-01 1.515e-03 3.056e-01 +63 TP 11 3.864e-10 6.134e-03 2.789e-01 8.990e-04 6.226e-12 8.308e-12 6.075e-02 1.020e-02 7.393e-08 9.003e-06 4.579e-01 1.718e-02 1.223e-04 1.679e-01 +63 TP 12 3.031e-08 3.064e-03 4.950e-02 9.832e-02 1.328e-11 2.445e-11 1.224e-01 1.304e-04 1.543e-03 2.009e-07 5.039e-01 9.545e-02 7.303e-05 1.257e-01 +63 TP 13 6.485e-02 3.607e-02 1.838e-03 3.602e-05 2.423e-10 3.161e-10 1.717e-05 1.935e-09 3.620e-01 7.288e-03 3.184e-04 5.964e-03 5.216e-01 1.729e-09 +63 TP 14 4.094e-10 1.307e-06 1.369e-01 6.324e-09 1.098e-11 1.111e-11 2.529e-02 6.905e-03 3.232e-08 1.387e-10 5.583e-01 1.030e-03 3.737e-11 2.715e-01 +64 IP 1 3.002e-08 +64 IP 2 1.634e-01 +64 IP 3 1.044e-01 +64 IP 4 5.255e-01 +64 IP 5 2.939e-02 +64 IP 6 3.252e-08 +64 IP 7 3.517e-04 +64 IP 8 6.299e-02 +64 IP 9 5.647e-09 +64 IP 10 8.848e-02 +64 IP 11 8.334e-03 +64 IP 12 5.512e-09 +64 IP 13 1.707e-02 +64 IP 14 6.117e-09 +64 EP 1 2.900e-11 1.008e-10 2.086e-09 1.838e-03 2.199e-03 7.067e-03 1.066e-02 1.043e-02 1.997e-02 2.109e-02 3.080e-02 3.353e-02 3.918e-02 3.927e-02 4.119e-02 5.052e-02 5.209e-02 5.476e-02 5.423e-02 5.776e-02 5.328e-02 5.925e-02 5.870e-02 5.419e-02 5.010e-02 4.436e-02 3.720e-02 3.107e-02 2.422e-02 1.929e-02 1.527e-02 1.089e-02 5.990e-03 4.541e-03 3.875e-03 9.543e-04 1.156e-06 2.387e-04 2.024e-10 1.154e-10 1.273e-10 5.291e-11 4.885e-11 8.930e-11 5.426e-11 4.074e-11 4.233e-11 4.068e-11 3.212e-11 3.212e-11 6.279e-11 4.657e-11 3.749e-11 2.942e-11 2.948e-11 2.900e-11 2.939e-11 2.953e-11 2.900e-11 2.900e-11 2.900e-11 2.900e-11 3.302e-11 +64 EP 2 3.118e-12 2.306e-01 2.660e-01 2.072e-01 1.385e-01 7.838e-02 4.464e-02 1.697e-02 8.424e-03 1.980e-03 1.947e-03 2.073e-03 4.905e-04 7.062e-04 8.980e-04 1.108e-03 2.572e-10 2.576e-05 2.800e-05 7.725e-11 1.129e-10 9.411e-05 2.451e-10 1.327e-11 1.681e-11 1.503e-11 1.505e-11 5.560e-07 6.339e-12 7.063e-12 7.836e-12 4.580e-12 4.060e-12 3.693e-12 1.043e-11 4.164e-12 3.290e-12 3.992e-12 3.162e-12 3.255e-12 3.128e-12 3.119e-12 3.119e-12 3.130e-12 3.120e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 3.118e-12 +64 EP 3 2.688e-11 3.273e-02 8.770e-02 1.126e-01 1.050e-01 1.008e-01 8.153e-02 8.245e-02 6.857e-02 5.950e-02 5.102e-02 4.273e-02 3.723e-02 3.514e-02 2.711e-02 1.733e-02 1.800e-02 1.187e-02 9.922e-03 8.246e-03 6.970e-03 3.576e-03 9.156e-10 1.472e-09 4.326e-10 2.800e-10 1.415e-10 1.743e-10 1.485e-10 1.375e-10 1.518e-10 8.300e-11 1.243e-10 2.064e-10 2.241e-10 6.025e-11 9.451e-11 7.798e-11 5.749e-11 6.499e-11 3.855e-11 3.306e-11 2.983e-11 3.881e-11 3.630e-11 2.858e-11 2.985e-11 2.899e-11 2.722e-11 2.708e-11 2.970e-11 2.876e-11 2.747e-11 2.688e-11 2.689e-11 2.688e-11 2.688e-11 2.689e-11 2.688e-11 2.688e-11 2.688e-11 2.688e-11 2.710e-11 +64 EP 4 1.040e-11 2.110e-01 2.336e-01 1.753e-01 1.192e-01 8.627e-02 5.974e-02 4.075e-02 2.587e-02 1.681e-02 1.218e-02 6.885e-03 5.187e-03 3.169e-03 2.124e-03 8.264e-04 5.254e-04 1.230e-04 2.953e-04 9.823e-05 8.190e-05 3.060e-05 3.987e-07 4.607e-11 3.375e-11 1.531e-11 1.879e-11 2.093e-11 1.175e-11 1.299e-11 1.697e-11 1.363e-11 1.062e-11 1.052e-11 1.201e-11 1.115e-11 1.043e-11 1.052e-11 1.040e-11 1.041e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 1.040e-11 +64 EP 5 2.766e-11 4.265e-09 2.972e-09 5.865e-03 2.569e-03 7.530e-09 2.213e-02 3.923e-02 7.347e-02 1.014e-01 1.275e-01 1.430e-01 1.250e-01 1.098e-01 8.418e-02 6.636e-02 4.006e-02 2.630e-02 1.566e-02 8.815e-03 7.482e-03 9.245e-04 3.281e-08 7.231e-10 5.774e-10 5.083e-05 2.539e-10 2.601e-10 1.936e-10 2.412e-10 8.263e-05 1.598e-10 1.205e-04 1.270e-10 7.082e-11 1.929e-10 5.535e-11 3.810e-10 3.144e-11 6.274e-11 3.091e-11 3.101e-11 2.808e-11 3.568e-11 2.777e-11 2.777e-11 2.772e-11 2.777e-11 2.766e-11 2.766e-11 2.776e-11 2.785e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 2.766e-11 +64 EP 6 1.089e-11 2.699e-03 1.514e-09 8.257e-08 3.313e-02 7.720e-02 9.762e-02 1.251e-01 1.289e-01 1.184e-01 9.565e-02 8.775e-02 7.005e-02 5.234e-02 4.061e-02 2.781e-02 1.958e-02 1.183e-02 5.393e-03 3.844e-03 1.963e-03 1.443e-04 1.814e-10 1.851e-10 9.236e-11 4.040e-10 5.355e-11 9.244e-11 2.904e-11 3.890e-11 7.068e-11 1.760e-11 1.756e-11 1.340e-11 7.128e-11 2.248e-11 1.176e-11 1.948e-11 1.113e-11 1.258e-11 1.093e-11 1.091e-11 1.091e-11 1.100e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 1.089e-11 +64 EP 7 2.572e-11 1.821e-09 4.354e-02 1.023e-02 7.276e-09 1.007e-08 1.168e-02 2.715e-02 4.097e-02 6.388e-02 8.517e-02 9.726e-02 9.860e-02 9.672e-02 8.882e-02 8.204e-02 6.782e-02 5.626e-02 4.397e-02 2.790e-02 2.265e-02 1.400e-02 8.338e-03 6.475e-03 3.302e-03 2.033e-03 5.545e-04 3.319e-04 3.967e-08 3.033e-04 3.850e-10 6.614e-11 9.299e-11 1.029e-10 8.708e-11 7.665e-11 4.626e-11 1.254e-10 3.477e-11 4.110e-11 2.749e-11 2.584e-11 2.625e-11 2.927e-11 2.603e-11 2.574e-11 2.577e-11 2.574e-11 2.572e-11 2.572e-11 2.580e-11 2.574e-11 2.573e-11 2.572e-11 2.572e-11 2.572e-11 2.572e-11 2.572e-11 2.572e-11 2.572e-11 2.572e-11 2.572e-11 2.572e-11 +64 EP 8 8.095e-11 1.319e-09 3.588e-02 1.151e-01 1.321e-01 1.261e-01 1.189e-01 8.433e-02 6.527e-02 5.155e-02 2.123e-02 6.817e-03 2.289e-08 3.996e-09 7.147e-09 3.285e-09 1.046e-02 2.139e-02 2.432e-02 3.475e-02 3.010e-02 2.543e-02 2.711e-02 1.941e-02 1.772e-02 1.182e-02 7.622e-03 4.064e-03 1.645e-03 9.304e-04 2.559e-03 8.908e-04 8.130e-04 8.500e-04 1.076e-04 2.020e-04 5.443e-04 1.655e-10 7.998e-10 1.220e-10 1.038e-10 8.274e-11 9.342e-11 1.305e-10 8.471e-11 8.121e-11 8.129e-11 8.108e-11 8.104e-11 8.100e-11 8.358e-11 8.115e-11 8.106e-11 8.095e-11 8.095e-11 8.095e-11 8.095e-11 8.095e-11 8.095e-11 8.095e-11 8.095e-11 8.095e-11 8.096e-11 +64 EP 9 2.837e-09 3.518e-09 1.346e-08 3.288e-01 5.742e-01 9.697e-02 3.161e-09 2.944e-09 2.860e-09 2.876e-09 2.854e-09 2.852e-09 2.855e-09 2.858e-09 2.873e-09 2.923e-09 2.857e-09 2.856e-09 2.869e-09 2.857e-09 2.895e-09 2.854e-09 2.948e-09 2.846e-09 3.508e-09 2.848e-09 2.865e-09 2.844e-09 2.843e-09 3.009e-09 2.840e-09 2.839e-09 2.849e-09 2.841e-09 2.838e-09 2.843e-09 2.837e-09 2.842e-09 2.837e-09 2.838e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 2.837e-09 +64 EP 10 4.908e-12 1.193e-07 1.086e-01 1.755e-01 1.713e-01 1.489e-01 1.187e-01 9.209e-02 6.296e-02 4.695e-02 2.930e-02 1.618e-02 1.268e-02 7.656e-03 3.185e-03 1.438e-03 2.372e-03 1.217e-03 7.734e-04 9.112e-09 5.728e-05 1.954e-10 1.398e-04 2.735e-11 3.224e-11 2.930e-11 2.411e-11 2.288e-08 1.100e-11 1.234e-11 1.173e-11 8.572e-12 9.067e-12 6.615e-12 9.206e-12 7.944e-12 5.255e-12 6.643e-12 4.991e-12 5.565e-12 4.937e-12 4.917e-12 4.909e-12 4.990e-12 4.911e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 4.908e-12 +64 EP 11 1.021e-11 1.486e-08 8.064e-02 1.176e-01 1.266e-01 1.347e-01 1.265e-01 1.126e-01 9.465e-02 7.007e-02 5.277e-02 2.839e-02 2.312e-02 1.324e-02 9.360e-03 4.295e-03 2.454e-03 1.688e-03 1.676e-09 1.365e-03 2.660e-05 5.477e-10 1.410e-10 8.657e-11 7.480e-11 8.281e-11 5.386e-11 6.021e-11 5.238e-11 4.220e-11 3.705e-11 1.910e-11 3.822e-11 1.808e-11 1.880e-11 1.579e-10 1.284e-11 1.763e-11 1.162e-11 2.833e-11 1.092e-11 1.034e-11 1.026e-11 1.136e-11 1.028e-11 1.022e-11 1.022e-11 1.022e-11 1.021e-11 1.021e-11 1.024e-11 1.023e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 1.021e-11 +64 EP 12 1.564e-09 2.503e-02 6.290e-01 3.433e-01 2.675e-03 1.596e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.565e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 1.564e-09 +64 EP 13 3.839e-11 7.819e-10 1.873e-09 6.917e-09 2.924e-03 3.600e-09 2.500e-09 2.869e-09 1.322e-09 2.633e-09 1.780e-07 1.356e-08 2.143e-02 4.586e-02 6.979e-02 9.544e-02 1.066e-01 1.113e-01 1.133e-01 9.400e-02 8.220e-02 7.222e-02 5.576e-02 4.315e-02 2.914e-02 2.110e-02 1.323e-02 8.814e-03 6.255e-03 2.978e-03 2.581e-03 1.162e-03 2.407e-04 1.789e-04 1.651e-10 1.007e-04 1.535e-04 6.929e-05 6.741e-11 1.174e-10 4.607e-11 4.175e-11 4.105e-11 5.530e-11 3.954e-11 3.857e-11 3.853e-11 3.853e-11 3.843e-11 3.850e-11 3.948e-11 3.858e-11 3.841e-11 3.839e-11 3.839e-11 3.839e-11 3.839e-11 3.839e-11 3.839e-11 3.839e-11 3.839e-11 3.839e-11 3.839e-11 +64 EP 14 2.201e-10 3.934e-10 4.077e-03 4.064e-03 4.345e-03 1.053e-05 1.222e-03 4.948e-03 3.279e-03 1.344e-08 1.076e-07 2.594e-09 1.649e-03 4.628e-04 6.888e-04 4.721e-03 2.659e-03 1.975e-09 3.641e-03 1.441e-06 4.021e-03 1.206e-02 7.571e-03 9.583e-03 2.175e-02 2.060e-02 4.019e-02 6.020e-02 7.186e-02 7.126e-02 6.879e-02 7.512e-02 7.984e-02 6.894e-02 5.921e-02 5.678e-02 5.068e-02 4.225e-02 3.478e-02 2.751e-02 1.871e-02 1.519e-02 1.211e-02 9.685e-03 6.603e-03 3.522e-03 4.622e-03 2.201e-03 1.981e-03 1.541e-03 1.761e-03 1.321e-03 4.402e-04 2.201e-04 6.603e-04 2.201e-10 2.201e-04 2.201e-04 2.201e-10 2.201e-10 2.201e-10 2.201e-10 2.201e-04 +64 TP 1 5.720e-01 6.732e-04 2.274e-01 3.169e-10 4.646e-04 1.709e-07 7.160e-02 3.781e-02 1.427e-10 2.645e-09 2.730e-02 3.241e-11 6.999e-03 5.578e-02 +64 TP 2 3.773e-04 5.723e-01 2.023e-09 1.170e-02 3.059e-02 3.044e-03 3.330e-10 1.070e-10 1.170e-11 3.501e-01 2.826e-02 4.129e-12 3.650e-03 2.972e-11 +64 TP 3 1.943e-01 1.505e-09 7.599e-01 3.150e-10 3.673e-02 9.066e-10 1.100e-09 2.383e-09 6.786e-11 1.145e-09 2.118e-09 8.041e-11 8.578e-04 8.283e-03 +64 TP 4 2.231e-10 4.346e-02 1.470e-10 9.395e-01 1.204e-09 1.512e-02 2.884e-10 2.077e-10 1.637e-11 1.726e-03 1.647e-04 1.277e-11 6.721e-09 5.719e-05 +64 TP 5 4.801e-02 3.382e-09 3.963e-09 7.003e-10 1.463e-01 1.318e-07 6.344e-01 2.682e-05 3.247e-11 1.253e-08 4.767e-02 2.832e-11 1.220e-01 1.600e-03 +64 TP 6 2.359e-04 5.293e-01 1.055e-09 2.189e-02 5.898e-04 5.312e-02 8.624e-02 1.104e-09 2.680e-11 1.608e-01 1.476e-01 1.180e-11 1.310e-05 1.706e-04 +64 TP 7 5.221e-03 3.816e-01 1.626e-02 1.724e-06 1.019e-01 2.347e-09 1.747e-08 1.943e-09 3.040e-11 1.750e-01 3.200e-01 2.622e-11 1.840e-08 3.885e-10 +64 TP 8 1.186e-02 4.683e-01 5.935e-06 3.223e-07 1.039e-01 3.334e-09 4.061e-08 5.352e-09 9.500e-11 7.801e-09 3.742e-01 1.326e-10 4.183e-02 2.982e-09 +64 TP 9 3.600e-09 5.988e-09 4.363e-09 4.261e-09 1.841e-03 5.098e-09 3.395e-09 1.071e-08 9.273e-01 9.180e-09 1.824e-02 5.264e-02 5.047e-09 3.039e-09 +64 TP 10 1.902e-03 2.919e-01 7.352e-10 6.963e-10 1.738e-02 3.654e-01 2.732e-05 2.979e-10 3.539e-11 2.554e-01 3.335e-02 5.972e-12 3.466e-02 1.661e-05 +64 TP 11 1.703e-02 4.354e-02 1.457e-09 1.425e-09 1.078e-01 7.700e-02 1.657e-03 9.147e-10 6.061e-05 1.813e-01 4.982e-01 1.182e-11 7.346e-02 3.248e-10 +64 TP 12 1.581e-09 1.860e-09 1.588e-09 1.915e-09 1.597e-09 1.621e-09 1.601e-09 1.656e-09 2.902e-02 1.674e-09 1.651e-09 9.710e-01 1.601e-09 1.570e-09 +64 TP 13 4.950e-02 1.463e-09 8.521e-03 7.496e-10 1.064e-02 9.777e-02 2.035e-01 4.220e-01 4.292e-11 2.704e-09 1.592e-07 3.897e-11 2.080e-01 3.741e-05 +64 TP 14 4.318e-01 1.501e-03 4.866e-02 1.813e-09 1.997e-09 6.681e-09 1.782e-02 9.566e-03 2.529e-04 3.899e-09 3.799e-09 2.752e-10 2.695e-09 4.904e-01 +65 IP 1 5.774e-09 +65 IP 2 6.704e-02 +65 IP 3 3.561e-02 +65 IP 4 2.206e-08 +65 IP 5 1.496e-08 +65 IP 6 1.010e-08 +65 IP 7 1.985e-03 +65 IP 8 5.531e-02 +65 IP 9 5.919e-01 +65 IP 10 1.578e-01 +65 IP 11 5.442e-02 +65 IP 12 1.609e-08 +65 IP 13 5.981e-09 +65 IP 14 3.595e-02 +65 IP 15 2.433e-08 +65 EP 1 1.103e-10 9.778e-05 3.921e-07 4.864e-09 1.189e-08 6.575e-09 4.185e-03 1.299e-06 9.698e-09 1.203e-08 2.015e-08 2.228e-08 4.678e-03 1.625e-08 1.399e-08 3.944e-09 2.446e-08 3.745e-09 3.260e-09 6.752e-09 2.873e-09 5.276e-03 1.771e-02 3.291e-02 5.144e-02 7.843e-02 8.970e-02 1.046e-01 1.193e-01 1.003e-01 9.238e-02 8.120e-02 6.316e-02 4.056e-02 3.476e-02 2.514e-02 2.102e-02 1.174e-02 9.711e-03 6.698e-03 2.266e-03 9.686e-04 1.586e-03 7.992e-10 7.253e-10 4.568e-10 4.095e-10 1.913e-10 1.329e-04 8.162e-05 3.671e-10 1.300e-10 1.220e-10 1.337e-10 1.103e-10 1.103e-10 1.103e-04 1.103e-10 1.147e-10 +65 EP 2 3.623e-11 1.064e-01 1.979e-01 2.221e-01 1.835e-01 1.297e-01 7.427e-02 3.898e-02 2.660e-02 1.750e-02 2.741e-09 1.285e-09 1.648e-09 2.652e-09 3.136e-09 2.851e-03 1.706e-09 1.468e-08 1.991e-09 1.003e-08 4.226e-08 3.326e-09 3.353e-10 4.653e-10 1.874e-10 2.036e-10 4.288e-10 1.634e-10 1.716e-10 7.673e-10 1.550e-10 1.433e-10 1.095e-10 3.618e-05 9.365e-11 8.037e-11 9.934e-11 7.260e-11 5.129e-10 5.638e-11 5.594e-11 4.066e-11 4.363e-11 3.739e-11 3.923e-11 2.772e-10 4.779e-11 3.628e-11 3.948e-11 3.834e-11 5.177e-11 3.632e-11 3.623e-11 3.627e-11 3.623e-11 3.623e-11 3.723e-11 3.623e-11 3.623e-11 +65 EP 3 2.997e-11 1.478e-07 3.833e-08 5.197e-08 5.997e-02 1.651e-01 2.113e-01 2.174e-01 1.641e-01 1.079e-01 4.755e-02 2.567e-02 9.283e-09 4.370e-09 1.887e-09 2.819e-09 3.315e-09 1.531e-06 1.485e-09 1.042e-03 1.087e-09 1.366e-05 9.253e-10 2.416e-09 4.557e-10 2.843e-10 2.098e-10 1.437e-10 1.376e-10 1.742e-10 1.320e-10 1.537e-10 8.561e-11 1.609e-10 6.913e-11 5.449e-11 2.091e-10 7.534e-11 1.104e-10 4.154e-11 3.356e-11 3.072e-11 3.638e-11 3.056e-11 3.032e-11 3.144e-11 3.074e-11 2.998e-11 3.014e-11 3.004e-11 3.251e-11 2.997e-11 2.997e-11 2.997e-11 2.997e-11 2.997e-11 2.999e-11 2.997e-11 2.997e-11 +65 EP 4 1.805e-11 4.939e-07 1.547e-05 2.444e-09 5.159e-09 9.356e-03 4.195e-02 8.074e-02 9.069e-02 1.117e-01 1.162e-01 1.124e-01 1.046e-01 8.951e-02 7.243e-02 5.773e-02 4.079e-02 2.759e-02 2.009e-02 1.276e-02 6.055e-03 4.050e-03 1.070e-03 4.182e-10 2.818e-04 1.620e-10 7.188e-11 8.916e-11 4.571e-11 1.659e-10 4.505e-11 3.395e-10 4.073e-11 5.717e-11 2.121e-11 2.308e-11 2.177e-11 1.967e-11 2.309e-11 1.992e-11 1.827e-11 1.806e-11 1.809e-11 1.805e-11 1.805e-11 1.863e-11 1.807e-11 1.805e-11 1.806e-11 1.805e-11 1.807e-11 1.805e-11 1.805e-11 1.805e-11 1.805e-11 1.805e-11 1.805e-11 1.805e-11 1.805e-11 +65 EP 5 2.128e-11 3.642e-10 8.885e-10 1.566e-09 3.785e-09 1.115e-04 4.709e-09 5.487e-09 3.108e-09 1.066e-02 1.663e-02 4.195e-02 9.019e-02 1.059e-01 1.288e-01 1.269e-01 1.273e-01 1.042e-01 8.441e-02 6.277e-02 4.236e-02 2.817e-02 1.829e-02 8.956e-03 2.470e-03 1.546e-09 7.012e-10 6.702e-10 3.903e-10 7.472e-10 2.941e-10 1.532e-10 1.007e-10 1.631e-10 3.137e-10 6.958e-11 5.989e-11 1.218e-10 2.824e-09 3.668e-11 3.298e-11 2.263e-11 3.790e-11 2.178e-11 2.172e-11 2.448e-11 2.197e-11 2.129e-11 2.139e-11 2.153e-11 2.651e-11 2.130e-11 2.128e-11 2.129e-11 2.128e-11 2.128e-11 2.138e-11 2.128e-11 2.128e-11 +65 EP 6 7.120e-11 5.476e-10 2.320e-09 3.322e-09 4.920e-09 5.217e-09 2.491e-03 5.843e-09 7.330e-09 8.909e-03 1.480e-02 1.293e-02 4.793e-03 6.001e-09 2.917e-09 5.906e-09 9.930e-09 1.916e-02 5.300e-02 7.063e-02 9.211e-02 1.063e-01 1.120e-01 1.117e-01 1.058e-01 8.759e-02 6.971e-02 4.352e-02 2.663e-02 2.129e-02 1.636e-02 8.885e-03 6.622e-03 2.756e-03 1.165e-03 5.823e-10 1.815e-04 5.780e-04 5.071e-05 3.316e-10 2.103e-10 1.119e-10 1.560e-10 8.154e-11 1.164e-10 8.738e-11 7.980e-11 7.243e-11 7.631e-11 7.645e-11 1.130e-10 7.136e-11 7.125e-11 7.140e-11 7.120e-11 7.120e-11 8.021e-11 7.120e-11 7.121e-11 +65 EP 7 3.768e-11 1.969e-10 1.148e-02 2.562e-02 1.539e-02 8.209e-03 6.411e-05 2.081e-07 9.868e-03 1.580e-02 1.378e-02 2.537e-02 3.028e-02 5.025e-02 4.778e-02 5.820e-02 7.656e-02 7.312e-02 7.439e-02 7.894e-02 7.975e-02 7.306e-02 6.335e-02 5.167e-02 4.309e-02 3.231e-02 2.216e-02 1.412e-02 3.905e-03 1.414e-03 3.452e-09 2.664e-09 3.322e-10 4.788e-10 5.841e-10 2.693e-10 3.503e-10 1.519e-10 3.009e-10 2.659e-10 7.664e-10 1.378e-10 1.392e-10 7.051e-11 1.137e-10 7.731e-05 7.822e-07 4.186e-11 9.257e-11 1.470e-10 8.833e-11 4.134e-11 3.904e-11 4.245e-11 3.768e-11 3.768e-11 6.546e-11 3.768e-11 3.872e-11 +65 EP 8 3.655e-12 1.432e-08 1.668e-01 2.340e-01 2.125e-01 1.600e-01 1.069e-01 5.965e-02 3.277e-02 1.404e-02 8.641e-03 1.544e-03 2.963e-04 8.367e-04 5.487e-08 6.083e-04 4.039e-04 9.613e-04 3.197e-06 2.098e-10 9.462e-11 8.142e-11 4.684e-11 1.010e-10 3.330e-11 3.479e-11 1.768e-11 2.045e-11 1.022e-11 2.150e-11 9.431e-12 1.326e-11 7.093e-12 9.221e-12 5.327e-12 5.792e-12 5.007e-12 4.703e-12 5.106e-12 4.081e-12 3.714e-12 3.667e-12 4.016e-12 3.660e-12 3.657e-12 3.830e-12 3.667e-12 3.655e-12 3.656e-12 3.655e-12 3.753e-12 3.655e-12 3.655e-12 3.655e-12 3.655e-12 3.655e-12 3.655e-12 3.655e-12 3.655e-12 +65 EP 9 6.328e-12 1.940e-01 2.332e-01 1.879e-01 1.300e-01 8.723e-02 5.903e-02 3.782e-02 2.497e-02 1.611e-02 1.108e-02 6.943e-03 3.666e-03 3.387e-03 1.947e-03 1.069e-03 7.047e-04 5.148e-04 2.525e-04 6.479e-07 2.035e-04 4.154e-11 2.357e-11 1.136e-05 2.199e-05 2.069e-11 1.188e-11 2.303e-11 8.879e-12 1.987e-11 7.929e-12 1.663e-11 7.732e-12 7.098e-12 6.526e-12 6.641e-12 6.376e-12 6.472e-12 6.471e-12 6.372e-12 6.330e-12 6.328e-12 6.334e-12 6.328e-12 6.328e-12 6.351e-12 6.328e-12 6.328e-12 6.328e-12 6.328e-12 6.330e-12 6.328e-12 6.328e-12 6.328e-12 6.328e-12 6.328e-12 6.328e-12 6.328e-12 6.328e-12 +65 EP 10 6.338e-12 3.858e-01 3.326e-01 1.729e-01 6.974e-02 2.641e-02 1.216e-06 1.413e-09 2.096e-09 1.901e-09 9.533e-07 2.674e-03 4.105e-03 1.478e-03 3.026e-03 1.152e-03 4.494e-09 5.530e-10 5.370e-10 8.506e-05 1.783e-10 6.542e-11 4.226e-11 8.464e-11 3.307e-11 5.395e-11 2.106e-11 3.077e-11 1.221e-11 3.938e-11 1.278e-11 2.551e-11 1.030e-11 1.322e-11 7.213e-12 8.611e-12 7.487e-12 6.837e-12 7.605e-12 6.674e-12 6.372e-12 6.340e-12 6.492e-12 6.338e-12 6.338e-12 6.590e-12 6.341e-12 6.338e-12 6.338e-12 6.338e-12 6.353e-12 6.338e-12 6.338e-12 6.338e-12 6.338e-12 6.338e-12 6.338e-12 6.338e-12 6.338e-12 +65 EP 11 2.239e-11 1.576e-09 4.013e-02 6.095e-02 6.719e-02 6.850e-02 6.510e-02 5.847e-02 5.828e-02 4.963e-02 5.459e-02 4.563e-02 4.494e-02 4.590e-02 4.514e-02 4.566e-02 4.325e-02 4.389e-02 3.694e-02 3.337e-02 2.797e-02 2.005e-02 1.699e-02 1.117e-02 6.669e-03 4.384e-03 2.924e-03 1.235e-03 9.927e-04 4.364e-10 6.566e-05 2.065e-10 6.295e-10 7.524e-11 4.826e-11 1.872e-10 3.454e-11 7.037e-11 5.999e-11 6.095e-11 7.295e-11 2.367e-11 2.541e-11 2.277e-11 2.292e-11 3.762e-11 2.256e-11 2.242e-11 2.330e-11 2.280e-11 2.243e-11 2.239e-11 2.239e-11 2.240e-11 2.239e-11 2.239e-11 2.292e-11 2.239e-11 2.239e-11 +65 EP 12 2.275e-11 2.979e-10 2.449e-02 4.039e-02 5.451e-02 6.713e-02 8.994e-02 1.038e-01 9.786e-02 9.108e-02 9.708e-02 8.622e-02 6.946e-02 5.201e-02 4.211e-02 3.111e-02 2.253e-02 1.580e-02 9.879e-03 4.516e-03 3.018e-05 7.993e-10 7.304e-10 2.095e-09 3.734e-10 2.828e-10 4.072e-10 3.092e-10 3.179e-10 3.583e-10 2.462e-10 1.680e-10 9.584e-11 1.963e-10 1.114e-10 6.355e-11 7.753e-11 4.470e-11 8.995e-11 7.444e-11 1.020e-10 3.725e-11 3.654e-11 2.695e-11 3.180e-11 1.207e-10 7.839e-11 2.319e-11 3.327e-11 2.881e-11 4.286e-11 2.343e-11 2.281e-11 2.300e-11 2.275e-11 2.275e-11 2.808e-11 2.275e-11 2.278e-11 +65 EP 13 5.971e-10 7.226e-05 3.634e-09 1.789e-03 1.874e-04 5.662e-03 4.363e-09 5.278e-03 1.136e-02 2.833e-08 9.061e-03 1.269e-02 1.429e-02 4.898e-03 1.243e-02 8.551e-03 7.444e-03 1.521e-02 1.420e-02 1.227e-02 6.822e-03 6.697e-03 1.628e-02 2.007e-02 1.788e-02 1.470e-02 1.500e-02 1.435e-08 1.104e-08 2.669e-02 1.607e-02 2.157e-02 3.970e-02 7.860e-02 7.796e-02 6.635e-02 5.968e-02 6.240e-02 5.807e-02 4.615e-02 4.088e-02 4.909e-02 3.500e-02 2.627e-02 1.732e-02 1.012e-02 1.193e-02 5.374e-03 6.446e-03 7.524e-04 3.583e-03 2.986e-03 2.388e-03 5.971e-04 5.971e-10 5.971e-10 1.002e-09 5.971e-10 1.194e-03 +65 EP 14 1.961e-11 8.291e-10 1.819e-03 3.039e-03 5.178e-05 7.732e-09 3.497e-02 9.253e-02 1.476e-01 1.653e-01 1.699e-01 1.478e-01 1.099e-01 7.222e-02 3.931e-02 1.492e-02 6.612e-04 5.311e-09 1.910e-09 1.066e-09 4.015e-10 6.528e-10 6.393e-10 9.201e-10 7.296e-10 2.790e-10 1.987e-10 1.516e-10 1.830e-10 1.881e-10 1.022e-10 7.817e-11 6.264e-11 8.134e-11 1.109e-10 5.336e-11 4.311e-11 7.463e-11 5.565e-11 2.610e-11 2.115e-11 2.005e-11 2.552e-11 1.981e-11 1.972e-11 2.042e-11 1.987e-11 1.961e-11 1.964e-11 1.965e-11 2.162e-11 1.961e-11 1.961e-11 1.961e-11 1.961e-11 1.961e-11 1.973e-11 1.961e-11 1.961e-11 +65 EP 15 1.064e-11 8.882e-10 2.779e-09 6.027e-02 1.171e-01 1.439e-01 1.549e-01 1.377e-01 1.148e-01 9.514e-02 6.547e-02 4.789e-02 2.829e-02 1.749e-02 8.514e-03 4.373e-03 3.312e-03 1.783e-09 8.928e-04 2.581e-10 3.034e-10 1.272e-10 1.608e-10 2.222e-10 1.589e-10 2.738e-10 4.837e-11 2.008e-10 2.605e-11 1.395e-10 2.444e-11 6.845e-11 1.627e-11 2.302e-11 1.399e-11 1.641e-11 1.324e-11 1.267e-11 1.390e-11 1.109e-11 1.074e-11 1.064e-11 1.071e-11 1.064e-11 1.064e-11 1.072e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 +65 TP 1 3.084e-01 3.119e-02 7.245e-09 1.283e-08 2.427e-03 3.612e-02 3.276e-01 2.853e-09 7.907e-10 2.262e-08 5.800e-02 2.049e-01 2.638e-02 4.879e-03 2.972e-09 +65 TP 2 6.322e-03 5.408e-01 3.055e-02 9.418e-10 2.947e-02 1.577e-02 7.005e-02 2.287e-06 1.155e-09 5.785e-09 1.111e-09 3.060e-01 1.884e-04 8.486e-04 1.156e-09 +65 TP 3 5.652e-05 7.798e-09 3.158e-01 2.634e-07 1.427e-01 4.431e-02 1.361e-08 2.501e-01 3.302e-09 4.126e-08 2.088e-08 3.078e-02 4.192e-10 5.021e-02 1.660e-01 +65 TP 4 2.574e-10 1.871e-04 2.705e-02 1.415e-06 5.045e-05 6.885e-10 6.338e-04 4.949e-01 1.234e-01 2.682e-01 8.129e-06 9.380e-03 1.135e-10 7.614e-02 4.430e-09 +65 TP 5 8.452e-03 7.888e-07 1.626e-09 3.333e-02 1.737e-01 5.288e-02 1.478e-05 3.130e-09 8.153e-10 1.084e-08 6.500e-01 2.244e-09 2.690e-10 5.661e-09 8.157e-02 +65 TP 6 2.278e-02 4.382e-09 4.263e-02 2.004e-02 5.748e-02 2.735e-01 2.144e-06 3.436e-09 1.341e-09 3.160e-09 5.246e-01 3.087e-02 1.799e-09 1.516e-06 2.807e-02 +65 TP 7 1.037e-01 1.237e-01 1.028e-08 1.794e-09 2.146e-02 1.030e-02 4.461e-01 3.562e-09 2.032e-09 1.597e-07 8.124e-09 2.672e-01 2.112e-02 6.354e-03 1.370e-09 +65 TP 8 4.096e-04 1.357e-10 4.029e-02 4.242e-02 6.541e-02 7.065e-03 4.677e-07 3.824e-01 2.145e-03 1.707e-01 3.227e-10 4.481e-10 4.655e-11 7.399e-02 2.151e-01 +65 TP 9 1.107e-10 1.767e-10 6.602e-10 3.718e-10 1.042e-03 4.685e-10 1.800e-04 3.742e-04 9.093e-01 2.767e-08 2.166e-10 1.506e-10 2.811e-11 1.178e-07 8.911e-02 +65 TP 10 1.519e-10 4.392e-10 7.708e-03 4.288e-10 1.650e-02 8.177e-04 3.482e-10 4.735e-01 6.901e-04 3.834e-01 2.263e-10 2.234e-10 2.288e-11 4.558e-02 7.181e-02 +65 TP 11 1.826e-03 4.830e-02 9.102e-02 1.342e-09 7.442e-02 1.362e-02 1.569e-02 3.954e-01 1.840e-02 1.895e-01 2.481e-09 2.442e-02 2.574e-10 1.274e-01 1.588e-09 +65 TP 12 4.344e-02 1.578e-01 8.970e-03 2.506e-09 2.736e-02 1.176e-02 1.974e-01 1.989e-09 4.637e-10 1.531e-09 2.027e-09 5.343e-01 1.332e-03 1.767e-02 2.896e-09 +65 TP 13 3.107e-01 5.121e-09 4.036e-09 1.824e-08 9.106e-09 9.602e-09 2.129e-01 2.110e-09 1.467e-09 1.133e-09 5.615e-09 3.390e-08 4.731e-01 3.356e-03 6.661e-09 +65 TP 14 4.013e-10 2.563e-09 6.114e-02 3.228e-01 1.306e-01 3.957e-02 2.404e-09 1.091e-01 1.139e-09 9.471e-05 1.219e-01 2.923e-09 1.829e-10 2.148e-01 1.288e-08 +65 TP 15 1.805e-09 1.586e-09 7.233e-04 2.712e-01 7.698e-05 3.914e-09 1.309e-09 3.748e-01 6.304e-02 2.899e-01 4.895e-09 1.526e-09 2.017e-04 2.059e-09 1.719e-05 +66 IP 1 1.781e-02 +66 IP 2 7.982e-02 +66 IP 3 1.141e-01 +66 IP 4 8.497e-08 +66 IP 5 4.880e-08 +66 IP 6 6.880e-03 +66 IP 7 8.051e-02 +66 IP 8 1.618e-01 +66 IP 9 3.815e-02 +66 IP 10 1.195e-02 +66 IP 11 4.788e-03 +66 IP 12 4.842e-01 +66 EP 1 2.688e-11 3.005e-10 8.290e-10 9.177e-09 4.069e-04 9.572e-03 2.566e-09 1.401e-05 1.302e-07 1.220e-05 2.058e-02 3.640e-02 6.509e-02 8.042e-02 9.937e-02 1.092e-01 1.010e-01 9.462e-02 8.641e-02 7.408e-02 6.136e-02 4.746e-02 3.617e-02 2.701e-02 1.790e-02 1.109e-02 7.857e-03 5.899e-03 3.272e-03 2.378e-03 8.459e-04 5.103e-04 5.042e-04 1.768e-04 1.912e-04 1.774e-04 7.141e-11 8.966e-05 8.193e-11 3.458e-11 3.772e-11 3.354e-11 2.864e-11 2.864e-11 1.061e-10 2.797e-11 2.732e-11 2.724e-11 2.825e-11 2.693e-11 2.688e-11 2.690e-11 2.697e-11 2.688e-11 2.730e-11 2.689e-11 2.688e-11 2.688e-11 2.688e-11 2.688e-11 2.688e-11 +66 EP 2 1.667e-11 2.615e-10 7.608e-03 3.357e-02 1.124e-01 1.685e-01 1.719e-01 1.754e-01 1.428e-01 9.192e-02 5.409e-02 3.066e-02 1.070e-02 5.830e-08 2.348e-09 1.370e-09 2.086e-09 2.079e-06 2.369e-09 1.987e-08 3.834e-04 4.862e-10 6.393e-09 8.222e-10 2.089e-10 2.813e-10 1.193e-10 9.147e-11 9.315e-11 7.768e-11 8.393e-11 7.274e-11 7.318e-11 7.663e-11 6.327e-11 9.290e-11 5.235e-11 6.619e-11 2.019e-10 2.510e-11 2.490e-11 2.881e-11 1.896e-11 7.435e-11 1.961e-11 1.771e-11 1.741e-11 1.769e-11 1.729e-11 1.691e-11 1.672e-11 1.678e-11 1.704e-11 1.677e-11 1.969e-11 1.676e-11 1.667e-11 1.667e-11 1.667e-11 1.667e-11 1.667e-11 +66 EP 3 5.639e-12 3.837e-01 3.382e-01 1.808e-01 7.710e-02 1.963e-02 4.574e-04 6.668e-08 5.573e-10 4.422e-09 1.310e-09 2.348e-09 5.905e-10 1.933e-10 1.432e-10 3.687e-10 2.022e-10 1.753e-10 3.118e-10 2.362e-10 1.596e-04 6.979e-11 4.019e-11 3.236e-11 2.031e-11 3.001e-11 2.388e-11 1.251e-11 2.927e-11 1.453e-11 1.117e-11 1.024e-11 7.021e-12 7.114e-12 6.846e-12 1.746e-11 5.932e-12 6.094e-12 6.438e-12 5.683e-12 5.690e-12 5.699e-12 5.642e-12 5.650e-12 5.898e-12 5.641e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 5.639e-12 +66 EP 4 8.133e-12 4.235e-10 8.446e-10 5.285e-05 1.444e-02 4.870e-02 8.162e-02 1.073e-01 1.284e-01 1.337e-01 1.227e-01 1.125e-01 8.315e-02 6.367e-02 4.268e-02 2.648e-02 1.909e-02 9.861e-03 5.583e-03 1.843e-09 2.085e-09 6.199e-10 2.484e-10 8.669e-11 4.162e-11 4.361e-11 5.938e-11 2.753e-11 6.008e-11 3.449e-11 2.408e-11 2.690e-11 1.492e-11 1.920e-11 1.823e-11 9.079e-11 9.279e-12 1.376e-11 1.027e-11 8.237e-12 8.507e-12 8.240e-12 8.147e-12 8.252e-12 1.032e-11 8.135e-12 8.135e-12 8.136e-12 8.135e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 8.133e-12 +66 EP 5 1.387e-10 4.203e-10 6.087e-04 6.420e-03 6.939e-03 6.521e-03 2.823e-03 4.844e-03 5.700e-03 4.214e-03 1.082e-02 1.124e-02 9.839e-03 1.219e-02 1.393e-02 1.538e-02 1.454e-02 9.680e-03 8.449e-03 8.840e-03 6.839e-03 1.364e-02 3.208e-03 1.460e-03 1.606e-02 2.087e-02 3.001e-02 4.904e-02 6.208e-02 7.289e-02 6.399e-02 8.504e-02 6.204e-02 6.227e-02 5.225e-02 4.692e-02 4.805e-02 3.991e-02 2.340e-02 2.053e-02 1.790e-02 1.471e-02 9.573e-03 5.827e-03 4.213e-03 3.468e-03 3.746e-03 1.942e-03 1.665e-03 1.249e-03 4.162e-04 5.550e-04 4.162e-04 5.550e-04 3.040e-10 1.387e-04 1.387e-10 1.387e-10 1.387e-10 1.387e-10 1.387e-04 +66 EP 6 2.887e-11 1.364e-10 6.263e-03 2.343e-03 1.088e-02 3.998e-03 7.838e-03 1.384e-02 9.111e-03 5.076e-03 2.694e-03 8.348e-05 3.493e-08 3.097e-05 2.958e-04 9.772e-03 1.996e-02 3.805e-02 5.217e-02 5.879e-02 7.828e-02 8.452e-02 9.204e-02 9.709e-02 8.565e-02 7.871e-02 6.368e-02 5.365e-02 4.026e-02 2.836e-02 2.163e-02 1.204e-02 9.125e-03 6.773e-03 4.166e-03 1.999e-03 7.994e-04 6.064e-10 2.826e-10 1.094e-10 1.134e-10 1.017e-10 4.717e-11 7.317e-11 1.088e-10 4.847e-11 3.901e-11 4.025e-11 4.355e-11 3.387e-11 3.100e-11 3.369e-11 4.615e-11 3.328e-11 2.887e-05 3.284e-11 2.887e-11 2.887e-11 2.887e-11 2.887e-11 2.926e-11 +66 EP 7 2.137e-11 7.430e-10 8.309e-02 8.803e-02 7.049e-02 5.945e-02 7.189e-02 9.905e-02 1.033e-01 1.169e-01 9.962e-02 8.182e-02 5.686e-02 3.613e-02 1.861e-02 1.311e-02 1.648e-03 5.100e-09 4.623e-10 8.229e-10 7.166e-10 6.125e-10 3.775e-10 2.846e-10 1.103e-09 2.163e-10 3.493e-10 1.512e-10 1.577e-10 1.287e-10 3.385e-10 1.649e-10 1.384e-10 5.782e-11 1.172e-10 6.102e-11 3.737e-11 1.360e-10 3.191e-11 2.481e-11 2.874e-11 2.482e-11 2.221e-11 2.241e-11 1.355e-05 2.174e-11 2.144e-11 2.144e-11 2.173e-11 2.138e-11 2.137e-11 2.137e-11 2.139e-11 2.137e-11 2.149e-11 2.137e-11 2.137e-11 2.137e-11 2.137e-11 2.137e-11 2.137e-11 +66 EP 8 2.447e-11 1.487e-01 2.788e-01 2.793e-01 1.783e-01 7.617e-02 3.657e-02 6.456e-09 2.234e-09 2.480e-04 2.002e-09 2.273e-09 5.548e-08 2.809e-09 8.413e-04 1.910e-09 9.911e-10 1.586e-05 6.064e-04 4.523e-04 6.291e-10 3.464e-10 2.795e-10 5.531e-10 1.659e-10 1.914e-10 8.827e-11 8.597e-11 7.527e-11 8.396e-11 9.788e-11 5.506e-11 5.714e-11 9.384e-11 6.159e-11 4.788e-11 4.573e-11 4.137e-11 7.722e-06 2.982e-11 2.993e-11 3.630e-11 2.545e-11 3.462e-11 2.606e-11 2.485e-11 2.480e-11 2.491e-11 2.468e-11 2.453e-11 2.447e-11 2.448e-11 2.455e-11 2.448e-11 2.545e-11 2.448e-11 2.447e-11 2.447e-11 2.447e-11 2.447e-11 2.447e-11 +66 EP 9 1.584e-11 6.053e-09 4.073e-02 6.045e-02 5.918e-02 6.682e-02 6.560e-02 6.176e-02 5.706e-02 5.815e-02 5.964e-02 5.662e-02 5.496e-02 5.533e-02 5.037e-02 5.069e-02 4.406e-02 4.059e-02 3.450e-02 2.744e-02 1.973e-02 1.446e-02 9.461e-03 6.197e-03 3.684e-03 1.997e-03 4.165e-04 1.875e-10 1.311e-04 2.898e-10 1.027e-08 7.787e-11 3.684e-11 3.227e-11 3.032e-11 2.447e-11 4.822e-11 2.043e-11 1.783e-11 1.822e-11 1.904e-11 1.752e-11 1.598e-11 1.622e-11 2.750e-11 1.597e-11 1.588e-11 1.587e-11 1.588e-11 1.584e-11 1.584e-11 1.584e-11 1.585e-11 1.584e-11 1.592e-11 1.584e-11 1.584e-11 1.584e-11 1.584e-11 1.584e-11 1.584e-11 +66 EP 10 3.322e-12 2.376e-09 1.323e-01 2.101e-01 2.087e-01 1.720e-01 1.275e-01 7.852e-02 4.333e-02 1.842e-02 7.878e-03 3.245e-09 3.863e-10 1.353e-10 1.441e-10 3.805e-04 8.507e-05 2.118e-04 1.181e-04 5.299e-04 3.749e-08 7.256e-11 3.530e-11 2.726e-11 1.616e-11 1.861e-11 2.200e-11 9.731e-12 1.484e-11 9.196e-12 7.720e-12 8.143e-12 4.959e-12 5.473e-12 5.255e-12 1.363e-11 3.627e-12 4.239e-12 4.066e-12 3.372e-12 3.383e-12 3.399e-12 3.330e-12 3.334e-12 3.646e-12 3.325e-12 3.322e-12 3.322e-12 3.324e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 3.322e-12 +66 EP 11 1.746e-11 1.515e-10 2.837e-02 4.897e-02 1.082e-02 1.321e-03 7.879e-08 1.435e-04 2.147e-02 5.574e-02 7.539e-02 9.486e-02 1.025e-01 1.067e-01 9.729e-02 8.767e-02 7.545e-02 6.243e-02 4.895e-02 3.631e-02 2.345e-02 1.421e-02 7.918e-03 7.966e-05 9.682e-07 6.369e-10 2.821e-10 2.167e-10 1.893e-10 2.233e-10 1.751e-10 1.700e-10 1.832e-10 3.163e-10 1.469e-10 4.495e-10 9.733e-11 1.177e-10 1.222e-10 3.868e-11 3.307e-11 4.222e-11 2.316e-11 5.259e-11 2.534e-11 2.061e-11 1.969e-11 1.992e-11 1.954e-11 1.858e-11 1.774e-11 1.795e-11 1.859e-11 1.799e-11 2.874e-11 1.778e-11 1.746e-11 1.746e-11 1.746e-11 1.746e-11 1.749e-11 +66 EP 12 1.544e-11 1.956e-01 2.311e-01 1.795e-01 1.252e-01 8.771e-02 5.872e-02 3.954e-02 2.806e-02 1.876e-02 1.297e-02 7.931e-03 6.497e-03 3.102e-03 1.837e-03 1.415e-03 5.140e-04 9.487e-04 3.976e-04 1.817e-04 3.713e-05 3.305e-05 2.796e-05 2.702e-10 4.098e-11 2.793e-11 6.727e-06 1.786e-11 2.017e-11 1.709e-11 2.128e-11 1.680e-11 1.891e-11 1.566e-11 1.631e-11 1.941e-11 1.545e-11 1.552e-11 1.546e-11 1.544e-11 1.545e-11 1.544e-11 1.544e-11 1.544e-11 1.545e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 1.544e-11 +66 TP 1 2.307e-01 8.625e-03 9.073e-10 5.843e-03 7.594e-10 7.711e-02 3.622e-09 1.668e-03 6.613e-01 1.470e-02 9.129e-07 4.640e-10 +66 TP 2 1.321e-02 4.281e-01 1.374e-09 3.163e-02 8.063e-03 8.479e-02 9.394e-09 1.575e-01 1.924e-09 2.366e-02 2.531e-01 2.131e-10 +66 TP 3 9.341e-03 5.421e-10 3.857e-01 6.627e-02 1.811e-11 1.264e-10 4.320e-02 6.545e-10 1.656e-10 4.829e-01 6.942e-05 1.249e-02 +66 TP 4 1.595e-02 2.755e-03 2.336e-01 1.259e-01 5.267e-10 4.187e-03 7.891e-02 4.176e-03 2.708e-01 2.624e-01 1.355e-03 1.847e-09 +66 TP 5 1.321e-09 3.686e-02 1.007e-09 2.467e-09 4.918e-01 3.052e-01 1.268e-09 2.388e-09 3.859e-09 6.848e-10 1.662e-01 4.290e-10 +66 TP 6 1.240e-02 1.748e-01 4.159e-03 5.570e-05 5.005e-02 3.839e-01 7.098e-03 5.835e-02 6.798e-02 3.614e-04 2.409e-01 1.542e-07 +66 TP 7 1.967e-01 1.804e-05 1.571e-09 4.192e-01 4.956e-10 1.815e-02 2.864e-01 1.905e-09 4.851e-08 5.806e-02 2.147e-02 1.728e-08 +66 TP 8 1.293e-02 2.773e-01 1.613e-02 1.035e-09 9.547e-04 2.492e-02 5.327e-02 4.797e-01 6.513e-10 2.523e-09 1.348e-01 3.747e-10 +66 TP 9 2.916e-02 3.994e-02 2.248e-01 3.887e-04 8.160e-10 1.241e-05 2.152e-01 3.475e-02 1.170e-06 4.442e-01 1.158e-02 1.514e-09 +66 TP 10 3.872e-02 9.700e-04 2.105e-01 2.436e-01 9.252e-11 8.311e-04 3.605e-05 2.175e-10 4.710e-03 4.977e-01 5.918e-07 2.907e-03 +66 TP 11 9.630e-03 2.299e-01 1.072e-09 1.016e-04 2.456e-02 1.492e-01 6.194e-06 1.223e-01 2.536e-02 1.309e-09 4.389e-01 1.400e-10 +66 TP 12 7.214e-10 4.626e-10 2.873e-02 1.001e-02 6.844e-11 8.484e-05 2.532e-09 4.150e-10 4.334e-10 9.699e-03 5.406e-10 9.515e-01 +67 IP 1 3.215e-02 +67 IP 2 2.267e-08 +67 IP 3 6.623e-03 +67 IP 4 4.853e-08 +67 IP 5 7.662e-09 +67 IP 6 1.303e-01 +67 IP 7 1.771e-01 +67 IP 8 4.655e-02 +67 IP 9 4.912e-02 +67 IP 10 5.637e-02 +67 IP 11 4.951e-01 +67 IP 12 6.669e-03 +67 EP 1 1.882e-11 5.646e-10 3.243e-02 5.169e-02 5.503e-02 5.519e-02 5.304e-02 5.650e-02 4.970e-02 5.036e-02 4.786e-02 4.731e-02 4.774e-02 5.213e-02 5.168e-02 5.535e-02 5.052e-02 4.735e-02 4.374e-02 3.872e-02 3.273e-02 2.619e-02 1.894e-02 1.336e-02 8.139e-03 6.421e-03 3.438e-03 2.675e-03 9.923e-04 4.143e-04 1.343e-04 2.725e-10 6.210e-05 4.838e-10 1.019e-04 4.606e-11 2.782e-05 1.193e-10 3.983e-11 4.099e-11 2.480e-11 2.055e-11 2.205e-11 1.920e-11 1.974e-11 1.913e-11 2.233e-11 1.984e-11 1.883e-11 2.154e-11 1.884e-11 1.892e-11 1.994e-11 1.882e-11 1.882e-11 1.882e-11 1.882e-11 1.882e-11 1.882e-11 1.882e-11 +67 EP 2 2.701e-11 2.380e-10 8.837e-10 1.852e-09 2.519e-03 1.119e-02 1.614e-07 1.302e-09 1.847e-09 1.890e-09 6.826e-03 2.083e-02 3.984e-02 6.685e-02 8.590e-02 8.777e-02 1.075e-01 1.048e-01 1.014e-01 8.586e-02 7.447e-02 6.090e-02 4.869e-02 3.304e-02 2.525e-02 1.520e-02 1.032e-02 6.145e-03 3.042e-03 7.120e-04 2.959e-04 6.246e-04 2.714e-10 5.083e-10 4.499e-10 1.636e-10 1.984e-10 2.181e-09 4.787e-11 1.511e-10 6.513e-11 3.137e-11 4.984e-11 2.885e-11 2.967e-11 2.877e-11 4.968e-11 2.878e-11 2.705e-11 3.880e-11 2.745e-11 2.731e-11 1.710e-05 2.701e-11 2.701e-11 2.707e-11 2.702e-11 2.703e-11 2.701e-11 2.701e-11 +67 EP 3 1.767e-11 2.649e-09 1.328e-04 3.825e-09 2.455e-08 9.177e-02 1.776e-01 2.284e-01 2.014e-01 1.265e-01 6.446e-02 4.713e-02 1.588e-02 8.770e-09 1.650e-09 2.405e-09 4.250e-08 3.030e-09 1.787e-02 1.380e-02 8.215e-03 5.052e-03 1.374e-03 2.324e-04 1.225e-04 7.961e-05 7.327e-10 1.822e-10 8.190e-11 6.509e-10 7.575e-11 5.393e-11 6.549e-11 5.086e-11 2.883e-11 2.870e-11 4.564e-10 1.701e-10 1.978e-11 2.016e-11 1.850e-11 1.792e-11 1.933e-11 1.773e-11 1.775e-11 1.777e-11 1.807e-11 1.792e-11 1.768e-11 1.855e-11 1.770e-11 1.769e-11 2.978e-11 1.767e-11 1.767e-11 1.767e-11 1.767e-11 1.767e-11 1.767e-11 1.767e-11 +67 EP 4 9.107e-12 7.907e-10 1.275e-09 4.370e-05 9.127e-06 4.454e-03 2.627e-02 4.722e-02 8.030e-02 1.123e-01 1.395e-01 1.362e-01 1.272e-01 1.071e-01 8.091e-02 5.991e-02 4.045e-02 2.702e-02 6.849e-03 2.795e-03 1.549e-03 2.173e-08 3.453e-10 4.362e-10 3.026e-10 1.595e-10 7.472e-10 9.094e-11 4.580e-11 1.724e-10 4.428e-11 3.107e-11 3.586e-11 3.244e-11 1.656e-11 1.786e-11 1.159e-10 8.701e-11 1.004e-11 1.063e-11 9.480e-12 9.217e-12 9.967e-12 9.129e-12 9.129e-12 9.217e-12 9.638e-12 9.416e-12 9.109e-12 1.061e-11 9.114e-12 9.111e-12 1.356e-11 9.107e-12 9.107e-12 9.107e-12 9.107e-12 9.107e-12 9.107e-12 9.107e-12 +67 EP 5 3.263e-11 1.152e-10 1.408e-03 8.801e-04 1.555e-05 2.243e-06 3.465e-08 1.230e-07 5.723e-09 8.826e-09 4.766e-08 1.415e-06 9.243e-05 7.269e-06 3.511e-04 8.248e-03 1.181e-02 2.067e-02 3.280e-02 4.812e-02 6.111e-02 7.127e-02 8.590e-02 9.157e-02 1.025e-01 9.018e-02 8.242e-02 7.000e-02 5.865e-02 4.801e-02 3.542e-02 2.588e-02 1.812e-02 1.358e-02 7.539e-03 6.055e-03 3.591e-03 2.322e-03 8.180e-04 6.595e-04 2.118e-10 8.460e-11 2.304e-10 7.341e-11 6.742e-11 5.596e-11 5.981e-11 4.294e-11 3.621e-11 5.187e-11 4.199e-11 7.752e-11 4.891e-11 3.429e-11 3.303e-11 3.475e-11 3.467e-11 3.533e-11 3.297e-11 3.297e-11 +67 EP 6 2.838e-12 9.020e-03 1.324e-01 2.119e-01 2.185e-01 1.694e-01 1.129e-01 6.987e-02 4.088e-02 2.371e-02 1.125e-02 4.746e-05 7.815e-06 4.381e-08 5.294e-10 1.545e-10 3.315e-10 3.534e-10 6.353e-10 1.046e-04 2.767e-10 8.545e-11 3.180e-11 2.839e-11 5.133e-11 2.343e-11 2.424e-11 1.457e-11 8.213e-12 3.896e-11 7.463e-12 6.846e-12 1.016e-11 1.631e-11 4.208e-12 3.792e-12 1.427e-11 1.704e-06 3.041e-12 3.069e-12 2.919e-12 2.851e-12 2.927e-12 2.841e-12 2.845e-12 2.844e-12 2.893e-12 2.863e-12 2.838e-12 2.923e-12 2.839e-12 2.838e-12 3.347e-12 2.838e-12 2.838e-12 2.838e-12 2.838e-12 2.838e-12 2.838e-12 2.838e-12 +67 EP 7 7.175e-12 4.195e-01 3.695e-01 1.649e-01 3.512e-02 9.121e-09 1.145e-08 2.643e-09 2.314e-09 5.868e-09 3.579e-05 7.450e-03 3.354e-03 7.110e-05 9.187e-08 1.925e-10 1.933e-10 2.689e-10 2.554e-10 2.856e-10 9.714e-05 1.116e-10 4.185e-11 4.417e-11 7.344e-11 3.351e-11 3.490e-11 2.672e-11 1.499e-11 5.452e-11 1.441e-11 1.310e-11 1.756e-11 3.102e-11 9.284e-12 8.764e-12 2.525e-11 4.555e-11 7.507e-12 7.387e-12 7.223e-12 7.186e-12 7.259e-12 7.177e-12 7.180e-12 7.178e-12 7.224e-12 7.204e-12 7.176e-12 7.225e-12 7.176e-12 7.175e-12 7.409e-12 7.175e-12 7.175e-12 7.175e-12 7.175e-12 7.175e-12 7.175e-12 7.175e-12 +67 EP 8 1.670e-11 1.215e-10 1.994e-02 2.858e-02 2.945e-02 3.682e-02 4.221e-02 4.787e-02 5.496e-02 6.308e-02 7.150e-02 8.135e-02 8.009e-02 7.226e-02 6.890e-02 5.926e-02 5.795e-02 4.941e-02 4.200e-02 3.222e-02 2.389e-02 1.941e-02 1.095e-02 7.905e-03 2.217e-06 4.501e-09 5.346e-10 2.371e-10 1.811e-10 1.686e-10 2.084e-10 1.666e-10 2.056e-10 1.214e-10 3.335e-10 1.103e-10 1.563e-10 1.531e-10 7.441e-11 9.409e-11 4.384e-11 3.029e-11 1.177e-10 2.555e-11 2.289e-11 2.592e-11 2.647e-11 2.289e-11 1.752e-11 4.200e-11 1.866e-11 1.933e-11 2.799e-11 1.717e-11 1.675e-11 1.725e-11 1.691e-11 1.695e-11 1.674e-11 1.674e-11 +67 EP 9 4.112e-11 8.038e-10 4.007e-02 2.098e-02 4.838e-09 1.396e-02 7.125e-02 1.037e-01 1.350e-01 1.441e-01 1.352e-01 1.250e-01 8.689e-02 5.502e-02 3.646e-02 2.292e-02 4.177e-03 5.073e-03 2.005e-09 4.359e-09 7.409e-10 4.190e-10 6.184e-10 5.335e-10 2.868e-10 5.296e-10 3.374e-10 3.169e-10 2.339e-10 2.069e-10 9.567e-10 6.124e-05 3.627e-10 1.549e-04 1.214e-10 1.253e-10 7.786e-11 3.844e-10 5.726e-11 1.422e-10 5.593e-11 4.295e-11 4.648e-11 4.199e-11 4.360e-11 4.209e-11 5.706e-11 4.575e-11 4.113e-11 5.084e-11 4.141e-11 4.113e-11 4.420e-11 4.112e-11 4.112e-11 4.114e-11 4.112e-11 4.112e-11 4.112e-11 4.112e-11 +67 EP 10 2.168e-11 5.177e-02 1.385e-01 1.656e-01 1.666e-01 1.372e-01 1.130e-01 8.783e-02 7.089e-02 4.276e-02 2.586e-02 5.857e-06 9.172e-07 8.721e-09 1.829e-09 8.258e-10 2.032e-09 7.379e-06 4.698e-10 5.415e-10 5.879e-08 5.222e-10 9.352e-10 6.349e-10 3.414e-09 2.586e-10 1.989e-10 1.146e-10 9.929e-11 8.112e-11 1.041e-10 8.386e-11 8.601e-11 5.734e-11 9.931e-11 6.368e-11 1.182e-10 8.572e-11 8.405e-11 3.968e-11 3.216e-11 2.767e-11 3.960e-05 2.368e-11 2.317e-11 2.450e-11 2.414e-11 2.322e-11 2.175e-11 2.527e-11 2.204e-11 2.213e-11 3.445e-11 2.169e-11 2.168e-11 2.172e-11 2.169e-11 2.170e-11 2.168e-11 2.168e-11 +67 EP 11 1.171e-11 1.881e-01 2.228e-01 1.763e-01 1.250e-01 8.776e-02 6.380e-02 4.296e-02 3.075e-02 2.263e-02 1.512e-02 8.398e-03 5.700e-03 4.141e-03 2.702e-03 1.463e-03 9.718e-04 5.432e-04 3.921e-04 1.959e-04 4.845e-05 9.103e-05 3.677e-11 5.209e-11 2.983e-11 3.747e-11 4.826e-05 9.614e-11 1.504e-05 4.816e-06 1.503e-11 1.636e-11 1.914e-11 2.452e-11 1.263e-11 1.206e-11 3.299e-06 3.384e-11 1.172e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 1.171e-11 +67 EP 12 1.848e-10 2.938e-10 2.061e-09 3.684e-09 3.142e-03 1.404e-08 3.407e-03 4.398e-03 2.152e-03 3.875e-03 1.830e-03 1.955e-03 1.396e-03 9.684e-03 1.173e-02 1.450e-02 8.149e-03 1.314e-02 1.070e-02 5.929e-03 6.272e-03 4.941e-03 4.457e-03 3.710e-09 1.454e-04 1.538e-02 2.129e-02 4.343e-02 5.043e-02 4.986e-02 6.641e-02 7.247e-02 8.099e-02 6.397e-02 7.456e-02 5.791e-02 5.010e-02 5.141e-02 4.082e-02 3.119e-02 2.513e-02 1.977e-02 2.072e-02 1.330e-02 8.499e-03 7.760e-03 4.065e-03 5.543e-03 1.663e-03 1.663e-03 2.771e-03 1.293e-03 1.176e-03 7.390e-04 1.109e-03 9.238e-04 3.695e-04 5.543e-04 5.543e-04 3.695e-04 +67 TP 1 1.479e-09 6.853e-02 4.641e-02 2.326e-03 4.346e-03 4.648e-01 1.527e-01 4.704e-02 1.443e-01 6.948e-02 7.409e-10 3.010e-10 +67 TP 2 7.194e-01 2.078e-01 6.454e-09 3.714e-09 7.281e-02 1.261e-08 7.891e-10 3.325e-07 1.117e-09 2.629e-08 5.685e-10 7.545e-10 +67 TP 3 7.165e-07 4.397e-02 2.317e-01 2.057e-01 1.155e-02 3.617e-01 1.278e-01 1.046e-02 2.275e-09 6.872e-03 3.905e-09 2.101e-04 +67 TP 4 1.979e-01 2.596e-02 9.289e-03 1.699e-01 5.257e-03 3.785e-01 1.512e-01 1.318e-02 4.202e-02 6.783e-03 1.775e-07 1.625e-10 +67 TP 5 1.081e-01 2.249e-02 2.348e-02 2.838e-02 3.701e-01 1.129e-02 3.876e-03 2.999e-01 2.295e-08 9.218e-02 3.323e-10 4.024e-02 +67 TP 6 4.060e-10 3.239e-02 9.656e-02 1.701e-01 2.222e-03 5.179e-01 1.679e-01 1.525e-07 9.905e-08 1.345e-10 1.296e-02 6.034e-09 +67 TP 7 2.037e-10 9.133e-03 2.590e-09 2.846e-02 2.765e-04 5.709e-01 3.285e-01 6.666e-08 5.165e-02 7.684e-10 1.102e-02 1.070e-04 +67 TP 8 2.177e-09 3.931e-02 1.139e-03 4.343e-09 1.586e-01 1.911e-09 1.825e-09 5.517e-01 3.156e-02 1.918e-01 2.746e-10 2.592e-02 +67 TP 9 5.856e-02 9.859e-02 2.133e-01 5.991e-01 2.336e-02 7.340e-04 1.643e-09 5.360e-08 3.135e-07 6.392e-03 8.442e-10 8.451e-10 +67 TP 10 1.306e-09 4.829e-02 2.339e-09 1.772e-09 5.463e-02 3.309e-09 1.491e-09 2.609e-01 5.360e-02 5.818e-01 3.558e-10 7.618e-04 +67 TP 11 3.339e-10 3.140e-10 3.939e-08 5.747e-04 1.840e-10 3.805e-02 2.789e-02 2.633e-10 5.540e-03 2.248e-10 9.279e-01 2.568e-07 +67 TP 12 6.849e-03 3.483e-09 1.081e-09 2.460e-07 3.220e-01 9.936e-10 8.525e-10 1.974e-01 1.292e-09 6.643e-09 5.670e-10 4.738e-01 +68 IP 1 6.605e-06 +68 IP 2 8.272e-08 +68 IP 3 8.416e-09 +68 IP 4 2.643e-08 +68 IP 5 8.994e-09 +68 IP 6 2.430e-05 +68 IP 7 6.402e-04 +68 IP 8 1.122e-01 +68 IP 9 7.587e-02 +68 IP 10 1.153e-08 +68 IP 11 6.765e-01 +68 IP 12 4.628e-02 +68 IP 13 8.854e-02 +68 IP 14 2.103e-08 +68 EP 1 1.731e-11 4.552e-10 1.713e-02 3.723e-02 1.417e-02 1.262e-06 1.081e-08 6.437e-05 2.622e-02 6.171e-02 9.804e-02 1.062e-01 1.175e-01 1.174e-01 9.947e-02 8.616e-02 6.884e-02 4.953e-02 4.147e-02 2.122e-02 1.634e-02 9.590e-03 6.242e-03 4.233e-03 1.218e-03 1.107e-09 9.097e-10 6.245e-10 1.938e-10 5.121e-10 1.170e-10 1.964e-10 8.545e-11 6.564e-11 7.245e-11 6.625e-11 5.745e-11 1.865e-10 4.474e-11 5.139e-11 3.242e-11 5.462e-11 1.208e-10 3.123e-11 2.708e-11 1.871e-11 1.918e-11 1.873e-11 2.066e-11 1.592e-05 2.458e-11 1.581e-05 1.745e-11 1.756e-11 1.732e-11 1.759e-11 1.731e-11 1.733e-11 +68 EP 2 5.174e-11 2.391e-10 2.306e-09 1.195e-07 3.179e-08 3.572e-09 8.659e-03 1.049e-02 1.028e-02 7.591e-03 6.284e-03 2.152e-03 8.771e-06 3.469e-03 2.936e-03 1.953e-03 3.431e-08 1.033e-02 1.256e-02 2.721e-02 4.041e-02 5.104e-02 6.788e-02 7.688e-02 8.680e-02 9.184e-02 8.824e-02 8.559e-02 7.702e-02 6.049e-02 4.690e-02 3.810e-02 2.807e-02 2.006e-02 1.318e-02 7.555e-03 7.682e-03 3.624e-03 2.802e-03 6.760e-04 6.902e-04 5.416e-04 2.394e-09 1.262e-10 1.232e-10 1.603e-10 7.672e-11 7.487e-11 4.233e-10 9.935e-11 7.895e-11 9.002e-11 5.602e-11 5.335e-11 5.315e-11 6.271e-11 5.195e-11 5.236e-11 +68 EP 3 1.591e-10 2.394e-10 1.776e-03 6.347e-03 6.423e-09 3.285e-09 1.810e-09 1.784e-09 2.168e-09 2.490e-09 1.755e-09 2.511e-06 3.249e-09 1.342e-09 2.921e-09 3.928e-09 1.032e-03 1.913e-07 6.083e-09 5.813e-03 4.539e-03 4.542e-03 5.468e-03 9.082e-03 5.496e-03 2.562e-02 2.396e-02 3.681e-02 3.755e-02 5.616e-02 8.032e-02 7.106e-02 7.258e-02 8.351e-02 7.652e-02 6.888e-02 5.730e-02 5.280e-02 4.657e-02 3.801e-02 2.858e-02 2.299e-02 1.941e-02 1.336e-02 1.239e-02 8.112e-03 6.522e-03 4.613e-03 3.977e-03 2.399e-03 1.432e-03 1.604e-03 6.363e-04 9.544e-04 4.772e-04 3.181e-04 1.591e-04 3.181e-04 +68 EP 4 2.921e-11 4.591e-10 2.746e-03 4.074e-09 4.958e-09 6.914e-09 3.752e-09 1.546e-09 3.310e-09 2.065e-09 1.275e-08 1.242e-02 1.936e-02 2.530e-02 5.318e-02 6.195e-02 8.046e-02 1.085e-01 1.061e-01 1.150e-01 1.022e-01 8.859e-02 7.076e-02 5.701e-02 4.089e-02 2.690e-02 1.702e-02 7.229e-03 3.588e-03 8.125e-04 4.324e-10 2.780e-09 4.653e-09 1.049e-10 1.609e-10 1.162e-10 1.650e-10 9.041e-11 2.056e-06 7.590e-11 5.116e-11 6.386e-11 9.009e-11 3.602e-11 3.367e-11 3.298e-11 3.148e-11 3.084e-11 3.497e-11 4.116e-11 5.031e-11 4.875e-11 2.938e-11 2.930e-11 2.927e-11 2.970e-11 2.921e-11 2.921e-11 +68 EP 5 4.718e-11 1.598e-10 5.478e-03 9.647e-03 7.843e-03 1.373e-02 1.827e-02 1.847e-02 2.098e-02 2.771e-02 2.772e-02 3.838e-02 3.960e-02 3.711e-02 4.498e-02 4.567e-02 5.101e-02 4.553e-02 5.267e-02 5.270e-02 4.860e-02 5.097e-02 5.089e-02 4.902e-02 4.420e-02 3.976e-02 3.670e-02 2.984e-02 2.962e-02 1.999e-02 1.474e-02 1.049e-02 9.146e-03 3.209e-03 3.701e-03 1.638e-03 1.062e-05 6.668e-10 8.517e-07 8.025e-10 1.349e-10 1.521e-10 1.421e-10 1.297e-10 3.625e-10 9.668e-11 8.615e-11 9.586e-11 1.048e-10 3.823e-10 8.057e-11 1.425e-10 5.897e-11 1.012e-10 5.794e-11 6.537e-11 5.007e-11 6.140e-11 +68 EP 6 3.755e-12 2.017e-01 2.585e-01 2.031e-01 1.359e-01 8.333e-02 5.020e-02 2.392e-02 1.532e-02 1.004e-02 5.948e-03 4.956e-03 2.615e-03 1.703e-03 2.116e-03 7.050e-04 3.273e-09 3.578e-08 9.137e-11 9.676e-10 5.854e-11 5.474e-11 4.456e-11 3.721e-11 3.074e-11 3.155e-11 9.315e-06 2.130e-11 1.315e-11 5.393e-11 1.660e-11 1.371e-11 1.371e-11 5.114e-12 7.003e-12 4.155e-12 4.835e-12 5.838e-12 4.090e-12 3.928e-12 5.339e-12 3.826e-12 3.890e-12 3.766e-12 3.789e-12 3.755e-12 3.756e-12 3.755e-12 3.762e-12 3.795e-12 3.759e-12 3.854e-12 3.755e-12 3.755e-12 3.755e-12 3.755e-12 3.755e-12 3.755e-12 +68 EP 7 1.569e-11 5.131e-10 8.650e-10 4.563e-04 1.595e-02 3.148e-02 6.754e-02 9.269e-02 1.054e-01 1.211e-01 1.118e-01 1.023e-01 8.750e-02 7.004e-02 5.319e-02 4.053e-02 2.336e-02 1.884e-02 1.703e-02 1.179e-02 8.337e-03 7.707e-03 4.881e-03 2.612e-03 2.247e-03 1.606e-03 5.763e-04 4.789e-04 1.938e-05 4.665e-04 1.102e-07 5.471e-05 1.737e-10 8.131e-09 5.545e-11 3.206e-11 3.650e-11 2.557e-11 1.890e-11 2.071e-11 1.726e-11 1.710e-11 2.146e-11 1.688e-11 1.711e-06 1.576e-11 1.577e-11 1.571e-11 1.666e-11 1.630e-11 1.596e-11 2.682e-11 1.569e-11 1.569e-11 1.569e-11 1.569e-11 1.569e-11 1.569e-11 +68 EP 8 1.238e-11 4.777e-10 1.845e-03 7.959e-03 9.648e-03 3.647e-02 5.092e-02 6.535e-02 8.586e-02 9.467e-02 1.007e-01 9.779e-02 9.401e-02 8.794e-02 7.452e-02 6.062e-02 5.068e-02 3.433e-02 2.185e-02 1.353e-02 6.971e-03 2.579e-03 1.660e-03 7.716e-06 1.217e-09 1.828e-10 1.289e-10 3.204e-10 2.174e-10 9.387e-10 7.276e-11 7.886e-05 1.348e-10 1.893e-11 3.951e-11 1.702e-11 2.982e-11 2.010e-11 1.637e-11 1.664e-11 1.370e-11 1.338e-11 1.357e-11 1.260e-11 1.380e-11 1.242e-11 1.240e-11 1.239e-11 1.260e-11 1.270e-11 1.246e-11 1.741e-11 1.239e-11 1.239e-11 1.238e-11 1.239e-11 1.238e-11 1.238e-11 +68 EP 9 6.935e-12 2.166e-02 1.394e-01 1.991e-01 1.879e-01 1.530e-01 1.122e-01 7.975e-02 5.198e-02 2.662e-02 1.491e-02 4.921e-03 8.004e-04 8.199e-10 1.100e-06 6.769e-04 3.194e-03 1.603e-03 4.677e-04 9.744e-04 4.818e-04 2.779e-10 3.969e-05 3.521e-10 1.380e-09 2.697e-10 1.059e-10 1.237e-10 2.129e-04 6.767e-08 2.699e-05 1.321e-10 1.072e-05 4.255e-11 1.415e-11 1.079e-11 1.081e-11 8.951e-12 7.387e-12 7.908e-12 7.762e-12 7.126e-12 7.718e-12 7.054e-12 7.715e-12 6.942e-12 6.941e-12 6.936e-12 7.041e-12 7.026e-12 6.951e-12 7.719e-12 6.935e-12 6.936e-12 6.935e-12 6.935e-12 6.935e-12 6.935e-12 +68 EP 10 4.664e-11 3.218e-02 9.453e-02 1.103e-01 1.099e-01 9.438e-02 7.952e-02 8.187e-02 6.995e-02 5.984e-02 5.472e-02 4.362e-02 3.315e-02 3.377e-02 2.580e-02 1.660e-02 1.660e-02 1.669e-02 1.164e-02 7.786e-03 4.332e-03 2.798e-03 9.755e-08 1.740e-09 8.506e-10 6.500e-10 5.767e-10 4.897e-10 3.560e-10 2.398e-10 2.916e-10 1.784e-05 2.278e-10 3.416e-10 8.116e-10 2.080e-10 9.206e-11 5.453e-10 2.760e-10 2.836e-10 6.935e-11 7.395e-11 6.366e-11 5.506e-11 7.516e-11 5.694e-11 5.156e-11 5.613e-11 5.583e-11 7.508e-11 5.188e-11 5.486e-11 4.710e-11 4.937e-11 4.666e-11 4.720e-11 4.664e-11 4.692e-11 +68 EP 11 1.128e-11 1.916e-01 2.310e-01 1.776e-01 1.293e-01 9.052e-02 6.098e-02 4.019e-02 2.780e-02 1.794e-02 1.160e-02 8.530e-03 4.565e-03 3.747e-03 1.855e-03 9.032e-04 8.228e-04 2.403e-04 4.401e-04 8.201e-05 7.877e-05 7.537e-05 1.726e-05 2.818e-11 7.759e-11 2.977e-11 3.566e-11 1.168e-10 1.728e-11 2.467e-11 1.711e-11 2.809e-11 1.360e-11 1.211e-11 1.319e-11 1.142e-11 1.164e-11 1.157e-11 1.135e-11 1.130e-11 1.140e-11 1.128e-11 1.130e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 1.129e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 1.128e-11 +68 EP 12 3.792e-11 1.976e-10 1.105e-09 1.159e-02 2.358e-02 2.873e-02 1.486e-02 1.764e-02 1.177e-02 2.057e-02 2.188e-02 3.397e-02 4.140e-02 4.795e-02 5.625e-02 6.178e-02 7.226e-02 7.164e-02 7.026e-02 6.571e-02 6.042e-02 5.600e-02 4.576e-02 3.991e-02 3.194e-02 2.597e-02 2.120e-02 1.572e-02 1.125e-02 7.033e-03 5.546e-03 3.542e-03 1.244e-03 9.604e-04 1.090e-03 2.350e-04 3.435e-04 3.684e-10 1.226e-10 9.957e-10 8.633e-11 6.173e-11 5.916e-11 5.553e-11 3.223e-08 4.772e-11 4.411e-11 3.848e-11 1.177e-10 4.014e-11 5.515e-11 5.294e-10 3.807e-11 3.814e-11 3.792e-11 3.814e-11 3.792e-11 3.793e-11 +68 EP 13 9.346e-12 1.445e-02 9.485e-02 1.175e-01 1.337e-01 1.381e-01 1.319e-01 1.260e-01 9.825e-02 6.752e-02 3.605e-02 2.149e-02 7.125e-03 6.716e-06 1.129e-08 4.172e-10 9.255e-10 1.342e-03 1.046e-06 3.155e-03 3.378e-03 2.663e-03 2.064e-03 4.505e-07 3.393e-04 2.063e-09 1.220e-09 3.471e-10 8.098e-11 1.698e-10 4.653e-11 7.391e-11 4.148e-11 2.344e-11 3.259e-11 2.169e-11 1.982e-11 1.331e-10 1.579e-11 1.740e-11 1.901e-11 1.572e-11 1.973e-11 1.049e-11 1.210e-11 9.729e-12 9.663e-12 9.594e-12 1.038e-11 1.593e-11 1.081e-11 2.725e-11 9.360e-12 9.365e-12 9.346e-12 9.370e-12 9.346e-12 9.347e-12 +68 EP 14 1.411e-11 1.838e-09 2.668e-07 8.473e-02 1.251e-01 1.428e-01 1.405e-01 1.432e-01 1.049e-01 8.425e-02 6.652e-02 4.211e-02 3.310e-02 1.909e-02 7.622e-03 6.029e-03 6.996e-05 7.848e-05 9.384e-10 4.911e-10 2.547e-10 2.253e-10 2.314e-10 1.039e-10 1.354e-10 2.510e-10 9.145e-11 3.129e-05 1.106e-10 7.156e-07 1.340e-10 1.357e-10 1.422e-10 1.724e-11 3.679e-11 1.483e-11 1.826e-11 1.876e-11 1.745e-11 1.428e-11 1.739e-11 1.441e-11 1.445e-11 1.413e-11 1.424e-11 1.411e-11 1.412e-11 1.412e-11 1.412e-11 1.418e-11 1.412e-11 1.421e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 1.411e-11 +68 TP 1 4.289e-01 3.833e-02 6.930e-03 2.689e-03 1.211e-06 7.723e-02 1.483e-02 2.234e-09 1.272e-02 1.381e-03 3.627e-10 8.865e-02 3.283e-01 1.036e-09 +68 TP 2 2.582e-01 3.593e-01 1.783e-02 6.723e-02 1.974e-05 5.412e-03 1.788e-09 1.044e-02 6.107e-10 3.570e-02 1.070e-05 3.075e-02 2.151e-01 8.150e-09 +68 TP 3 5.967e-03 1.370e-01 4.428e-01 3.325e-02 3.698e-01 7.307e-10 4.028e-09 1.033e-02 7.216e-10 9.070e-04 1.601e-09 1.493e-09 5.318e-09 2.227e-09 +68 TP 4 1.661e-01 5.965e-08 1.460e-03 1.428e-01 7.355e-03 1.364e-01 2.759e-02 2.374e-03 1.245e-08 1.664e-03 2.421e-06 5.711e-02 3.952e-01 6.195e-02 +68 TP 5 3.812e-06 1.950e-02 1.026e-01 3.735e-03 6.638e-01 1.602e-09 4.492e-09 2.827e-08 7.203e-10 2.103e-01 7.418e-10 2.215e-06 7.527e-06 7.911e-10 +68 TP 6 6.025e-03 7.665e-10 8.692e-06 1.777e-10 5.813e-09 6.434e-01 4.886e-02 6.622e-04 2.956e-01 1.565e-10 1.575e-03 3.287e-03 5.786e-04 3.133e-06 +68 TP 7 3.494e-05 7.372e-03 2.063e-07 1.184e-01 3.202e-08 8.270e-08 7.951e-02 7.265e-01 2.043e-06 3.753e-10 9.434e-10 3.794e-09 3.716e-02 3.102e-02 +68 TP 8 5.313e-02 5.079e-08 2.624e-04 1.623e-07 4.609e-06 3.958e-01 8.926e-02 7.009e-02 2.031e-01 2.293e-07 3.428e-02 3.146e-02 1.225e-01 1.553e-04 +68 TP 9 1.502e-03 3.913e-07 3.517e-04 2.193e-02 1.977e-06 1.387e-04 1.772e-01 1.959e-01 1.416e-01 1.694e-10 2.527e-06 3.422e-02 9.310e-05 4.271e-01 +68 TP 10 1.157e-07 1.906e-07 8.873e-03 2.000e-09 2.086e-01 7.120e-10 3.121e-09 3.521e-08 7.698e-10 7.533e-01 3.454e-10 2.924e-02 1.682e-09 6.136e-10 +68 TP 11 2.406e-10 1.269e-10 5.859e-11 1.408e-10 2.526e-10 4.634e-09 2.074e-02 7.188e-10 2.998e-02 7.795e-11 9.374e-01 2.784e-10 6.662e-10 1.190e-02 +68 TP 12 1.384e-08 2.596e-01 4.182e-03 6.406e-01 5.113e-07 3.612e-09 1.211e-09 5.900e-09 8.483e-10 2.118e-09 6.316e-10 3.696e-09 4.630e-09 9.558e-02 +68 TP 13 1.510e-01 1.475e-02 1.481e-03 1.557e-09 7.087e-04 1.080e-01 8.671e-02 4.119e-08 4.666e-08 4.159e-10 3.880e-06 9.086e-02 5.315e-01 1.495e-02 +68 TP 14 3.700e-09 4.646e-06 5.726e-08 1.497e-09 2.047e-06 5.965e-01 1.379e-08 1.346e-06 3.565e-01 3.082e-10 3.226e-02 6.108e-09 1.476e-02 1.804e-08 +69 IP 1 1.362e-07 +69 IP 2 4.076e-02 +69 IP 3 9.333e-09 +69 IP 4 7.145e-09 +69 IP 5 2.121e-02 +69 IP 6 1.176e-01 +69 IP 7 1.531e-01 +69 IP 8 2.477e-08 +69 IP 9 5.170e-01 +69 IP 10 1.503e-01 +69 IP 11 4.193e-08 +69 IP 12 3.292e-08 +69 EP 1 3.086e-11 8.852e-11 2.598e-03 7.617e-03 9.099e-03 1.217e-02 1.784e-02 1.963e-02 2.632e-02 2.644e-02 3.308e-02 3.821e-02 4.275e-02 4.383e-02 5.135e-02 4.891e-02 5.643e-02 5.397e-02 5.231e-02 5.781e-02 5.118e-02 4.922e-02 4.937e-02 4.501e-02 4.259e-02 3.518e-02 2.920e-02 2.494e-02 2.232e-02 1.776e-02 1.336e-02 9.162e-03 7.086e-03 2.128e-03 5.317e-04 3.438e-04 2.703e-04 1.893e-09 2.409e-10 2.194e-10 1.423e-10 8.544e-11 1.153e-10 8.053e-11 2.285e-10 1.089e-10 5.704e-11 6.204e-11 4.535e-11 7.153e-11 5.484e-11 4.682e-11 3.868e-11 3.529e-11 3.415e-11 3.312e-11 6.675e-10 3.086e-11 4.215e-11 3.086e-11 3.086e-11 3.086e-11 8.174e-11 +69 EP 2 1.917e-11 2.635e-10 1.299e-02 2.707e-02 3.051e-02 9.603e-03 1.019e-02 1.021e-08 1.106e-03 3.825e-09 1.254e-03 1.459e-02 2.759e-02 4.982e-02 6.285e-02 7.576e-02 8.706e-02 9.194e-02 9.648e-02 8.706e-02 8.080e-02 6.626e-02 5.159e-02 4.032e-02 2.835e-02 1.962e-02 1.310e-02 8.973e-03 2.292e-03 1.707e-03 1.105e-03 1.180e-06 4.075e-10 3.545e-10 2.490e-10 7.691e-10 1.962e-10 5.913e-10 6.846e-11 5.912e-11 8.615e-11 5.865e-11 3.877e-11 2.567e-11 3.144e-11 2.340e-11 2.380e-11 2.732e-11 1.974e-11 2.125e-11 1.934e-11 2.376e-11 2.608e-11 1.930e-11 1.936e-11 1.917e-11 1.939e-11 1.917e-11 1.920e-11 1.917e-11 1.917e-11 1.917e-11 1.928e-11 +69 EP 3 4.161e-11 1.464e-10 1.340e-09 1.801e-09 2.410e-09 2.540e-03 5.883e-09 5.887e-03 7.433e-03 5.546e-04 8.396e-03 9.830e-03 4.051e-03 1.977e-03 1.582e-05 2.622e-09 3.739e-03 6.710e-03 1.003e-02 2.233e-02 3.760e-02 5.712e-02 6.996e-02 7.868e-02 9.370e-02 9.147e-02 8.366e-02 8.487e-02 7.693e-02 6.317e-02 4.927e-02 4.124e-02 2.823e-02 2.150e-02 1.146e-02 1.109e-02 6.410e-03 5.500e-03 2.551e-03 1.140e-03 5.484e-04 3.301e-04 4.916e-05 1.006e-10 1.551e-09 8.544e-11 1.523e-10 3.911e-10 5.014e-11 4.876e-11 4.409e-11 5.054e-11 3.289e-05 4.355e-11 4.396e-11 4.173e-11 4.900e-11 4.161e-11 4.194e-11 4.161e-11 4.161e-11 4.161e-11 4.484e-11 +69 EP 4 1.030e-10 1.517e-10 2.976e-03 3.108e-03 4.397e-03 1.382e-08 5.808e-04 5.871e-09 1.137e-09 4.393e-09 1.005e-09 1.508e-09 1.134e-09 1.101e-08 2.655e-09 4.544e-03 1.951e-09 2.599e-03 7.123e-03 2.478e-03 7.742e-03 5.664e-03 6.067e-03 1.494e-02 1.680e-02 2.335e-02 3.337e-02 4.459e-02 4.808e-02 6.031e-02 6.817e-02 6.512e-02 6.843e-02 7.723e-02 7.938e-02 6.062e-02 5.678e-02 4.645e-02 3.634e-02 3.372e-02 2.784e-02 1.938e-02 1.691e-02 1.443e-02 8.862e-03 8.141e-03 5.668e-03 5.518e-03 4.431e-03 2.576e-03 1.752e-03 1.237e-03 8.460e-04 5.152e-04 3.091e-04 3.091e-04 1.030e-04 1.030e-10 1.030e-04 1.030e-10 1.030e-10 1.030e-10 1.030e-04 +69 EP 5 2.422e-11 2.459e-02 8.951e-02 1.135e-01 1.090e-01 1.023e-01 8.872e-02 8.249e-02 6.937e-02 6.604e-02 5.473e-02 4.010e-02 3.812e-02 2.900e-02 2.232e-02 1.952e-02 1.401e-02 1.128e-02 8.830e-03 2.715e-03 6.734e-03 3.866e-03 3.029e-03 1.619e-04 7.653e-10 3.778e-10 2.102e-10 3.121e-10 2.144e-10 2.412e-10 1.647e-10 1.477e-10 1.518e-10 1.081e-10 2.507e-10 7.934e-10 5.236e-05 1.105e-10 6.137e-11 4.941e-11 1.316e-10 3.835e-11 6.657e-11 3.267e-11 7.290e-11 9.452e-11 2.688e-11 2.814e-11 2.568e-11 2.876e-11 2.664e-11 2.727e-11 2.575e-11 2.444e-11 2.446e-11 2.425e-11 2.753e-11 2.422e-11 2.448e-11 2.422e-11 2.422e-11 2.422e-11 2.630e-11 +69 EP 6 1.202e-11 8.051e-10 6.921e-02 1.147e-01 1.289e-01 1.103e-01 1.017e-01 8.739e-02 8.225e-02 7.013e-02 5.733e-02 4.365e-02 3.476e-02 2.504e-02 1.916e-02 1.397e-02 1.163e-02 7.734e-03 5.823e-03 3.691e-03 4.163e-03 2.557e-03 2.456e-03 1.377e-03 7.911e-04 6.418e-04 4.557e-04 5.867e-05 1.605e-04 4.154e-08 8.059e-11 1.236e-10 6.831e-11 7.659e-11 2.030e-11 4.641e-11 1.556e-11 2.048e-11 1.276e-11 1.666e-05 3.488e-11 1.303e-11 1.178e-10 1.216e-11 1.203e-11 1.222e-11 1.202e-11 1.422e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 1.202e-11 +69 EP 7 5.402e-12 2.458e-01 2.834e-01 2.093e-01 1.210e-01 5.545e-02 2.559e-02 1.479e-02 7.609e-03 6.505e-03 6.309e-03 5.956e-03 7.404e-03 4.789e-03 2.608e-03 2.054e-03 1.549e-03 1.142e-09 2.593e-10 2.108e-10 1.346e-10 2.311e-10 1.694e-10 1.304e-10 4.416e-11 3.139e-10 2.299e-10 3.940e-11 2.155e-11 2.421e-11 1.261e-11 5.042e-06 1.325e-11 7.615e-12 1.144e-11 6.995e-12 6.570e-12 6.963e-12 6.058e-12 7.412e-12 8.207e-12 5.572e-12 6.857e-12 5.421e-12 5.460e-12 5.424e-12 5.405e-12 5.474e-12 5.402e-12 5.406e-12 5.403e-12 5.419e-12 5.411e-12 5.402e-12 5.402e-12 5.402e-12 5.402e-12 5.402e-12 5.402e-12 5.402e-12 5.402e-12 5.402e-12 5.402e-12 +69 EP 8 2.470e-11 2.765e-10 1.328e-09 3.484e-03 2.520e-03 1.305e-02 1.183e-02 2.302e-02 2.561e-02 3.532e-02 4.449e-02 5.695e-02 6.077e-02 7.126e-02 7.323e-02 8.149e-02 7.784e-02 7.648e-02 6.745e-02 6.141e-02 5.347e-02 4.509e-02 3.526e-02 2.999e-02 1.759e-02 1.413e-02 8.539e-03 3.930e-03 2.006e-03 1.405e-03 2.168e-03 2.493e-10 3.324e-10 1.429e-04 1.878e-10 2.346e-10 9.126e-11 1.264e-10 4.922e-11 4.393e-10 1.715e-05 3.209e-11 4.152e-05 3.505e-11 2.700e-11 2.934e-11 2.536e-11 1.119e-05 2.482e-11 2.655e-11 2.510e-11 2.921e-11 2.554e-11 2.493e-11 2.471e-11 2.470e-11 2.537e-11 2.470e-11 2.471e-11 2.470e-11 2.470e-11 2.470e-11 2.512e-11 +69 EP 9 6.988e-12 1.700e-01 2.140e-01 1.814e-01 1.358e-01 9.396e-02 6.514e-02 4.385e-02 3.206e-02 2.118e-02 1.493e-02 1.014e-02 5.551e-03 4.677e-03 2.843e-03 1.832e-03 8.411e-04 6.444e-04 4.541e-04 1.976e-04 2.477e-04 3.541e-05 5.141e-05 8.958e-05 2.395e-11 1.550e-05 3.328e-11 1.824e-11 2.496e-05 1.421e-11 9.682e-12 1.793e-11 8.898e-12 7.619e-12 8.017e-12 7.309e-12 7.163e-12 7.526e-12 7.072e-12 7.965e-12 7.133e-12 7.022e-12 7.176e-12 6.989e-12 6.989e-12 6.989e-12 6.988e-12 6.998e-12 6.988e-12 6.988e-12 6.988e-12 6.989e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 6.988e-12 +69 EP 10 1.465e-11 3.296e-10 4.909e-02 5.545e-02 4.696e-02 5.542e-02 6.815e-02 8.574e-02 9.428e-02 9.757e-02 9.686e-02 8.604e-02 7.938e-02 6.068e-02 4.733e-02 3.331e-02 1.869e-02 1.266e-02 8.060e-03 3.990e-03 3.470e-04 1.185e-08 1.240e-09 8.149e-10 4.241e-10 4.972e-10 2.572e-10 5.389e-10 1.612e-10 1.070e-10 9.759e-11 1.001e-10 9.762e-11 8.436e-11 6.464e-11 8.272e-11 7.001e-11 3.992e-11 3.112e-11 3.097e-11 6.192e-11 2.065e-11 4.389e-11 1.678e-11 2.081e-11 1.616e-11 1.675e-11 1.825e-11 1.496e-11 1.529e-11 1.481e-11 1.670e-11 1.865e-11 1.474e-11 1.468e-11 1.465e-11 1.485e-11 1.465e-11 1.465e-11 1.465e-11 1.465e-11 1.465e-11 1.476e-11 +69 EP 11 8.662e-12 8.072e-10 6.167e-03 1.424e-07 6.479e-04 3.325e-02 5.629e-02 8.481e-02 9.679e-02 1.094e-01 1.150e-01 1.074e-01 9.343e-02 7.821e-02 6.478e-02 4.902e-02 3.703e-02 2.696e-02 1.521e-02 1.164e-02 6.489e-03 4.292e-03 1.770e-03 5.580e-04 5.406e-04 3.683e-10 2.254e-04 1.131e-05 6.780e-05 1.349e-10 4.807e-11 3.803e-11 3.701e-11 1.745e-11 4.977e-11 1.806e-11 1.319e-11 1.523e-11 1.051e-11 1.245e-11 1.517e-11 9.623e-12 3.372e-11 8.816e-12 9.233e-12 8.799e-12 8.752e-12 9.236e-12 8.673e-12 8.692e-12 8.665e-12 8.707e-12 9.021e-12 8.662e-12 8.662e-12 8.662e-12 8.662e-12 8.662e-12 8.662e-12 8.662e-12 8.662e-12 8.662e-12 8.662e-12 +69 EP 12 4.863e-12 9.448e-10 9.575e-02 1.605e-01 1.830e-01 1.752e-01 1.445e-01 1.001e-01 6.785e-02 3.908e-02 2.008e-02 7.200e-03 3.106e-08 5.760e-10 5.167e-10 5.461e-10 1.226e-04 1.197e-03 2.050e-03 1.627e-03 8.366e-04 3.492e-04 3.939e-04 1.931e-06 1.656e-10 1.730e-04 3.366e-07 6.677e-11 3.702e-11 2.854e-11 1.523e-11 2.873e-11 1.703e-11 7.642e-12 1.503e-11 7.391e-12 6.471e-12 6.961e-12 5.943e-12 7.015e-12 9.275e-12 5.101e-12 9.319e-12 4.942e-12 5.056e-12 4.922e-12 4.883e-12 5.215e-12 4.866e-12 4.874e-12 4.865e-12 4.938e-12 4.899e-12 4.864e-12 4.863e-12 4.863e-12 4.867e-12 4.863e-12 4.863e-12 4.863e-12 4.863e-12 4.863e-12 4.864e-12 +69 TP 1 6.328e-01 1.341e-08 2.087e-02 1.086e-01 2.304e-01 7.769e-10 1.498e-09 7.385e-03 3.330e-10 3.042e-08 9.810e-10 1.017e-09 +69 TP 2 2.219e-08 1.827e-01 2.619e-02 5.191e-03 4.742e-02 6.216e-09 1.184e-01 9.190e-02 6.064e-10 2.513e-01 4.484e-02 2.320e-01 +69 TP 3 4.118e-02 1.940e-01 3.897e-01 5.340e-03 8.646e-02 5.357e-10 7.038e-03 1.553e-03 6.261e-10 1.471e-01 7.960e-02 4.812e-02 +69 TP 4 3.650e-01 2.816e-02 9.675e-02 4.902e-01 1.969e-02 6.730e-10 8.115e-10 1.592e-09 4.186e-10 5.387e-09 2.822e-04 1.099e-09 +69 TP 5 1.784e-01 1.204e-09 3.434e-02 1.414e-02 7.044e-01 6.137e-10 5.999e-10 6.872e-02 2.356e-10 4.446e-06 5.280e-10 5.765e-10 +69 TP 6 2.497e-07 7.131e-02 2.737e-03 8.154e-07 4.950e-10 8.027e-03 4.908e-09 1.875e-03 8.212e-09 1.540e-08 9.160e-01 4.333e-06 +69 TP 7 5.102e-07 8.019e-10 6.506e-04 1.710e-05 5.681e-10 1.588e-01 5.137e-01 1.856e-02 1.434e-02 2.049e-02 2.194e-03 2.713e-01 +69 TP 8 1.839e-06 7.071e-01 1.289e-01 5.933e-03 9.812e-06 7.452e-10 1.220e-09 6.518e-04 7.840e-10 4.028e-08 1.574e-01 3.658e-07 +69 TP 9 1.271e-10 1.776e-10 1.123e-10 6.129e-05 9.524e-11 6.619e-02 5.754e-04 2.637e-09 9.198e-01 4.980e-10 1.966e-07 1.337e-02 +69 TP 10 9.007e-09 1.648e-04 5.056e-02 2.755e-03 1.062e-09 3.448e-09 8.878e-03 1.826e-01 7.389e-10 4.989e-01 1.318e-01 1.243e-01 +69 TP 11 6.530e-08 2.679e-02 1.832e-05 4.664e-05 4.958e-10 9.029e-02 3.121e-01 2.067e-02 5.588e-02 1.072e-01 1.228e-01 2.642e-01 +69 TP 12 3.660e-06 1.577e-04 6.080e-03 2.298e-10 3.193e-10 1.618e-01 2.284e-01 6.860e-02 1.135e-02 6.711e-03 2.438e-02 4.925e-01 +70 IP 1 8.903e-03 +70 IP 2 1.075e-01 +70 IP 3 5.590e-08 +70 IP 4 9.823e-09 +70 IP 5 2.546e-08 +70 IP 6 1.029e-07 +70 IP 7 2.335e-02 +70 IP 8 1.134e-01 +70 IP 9 2.501e-08 +70 IP 10 9.061e-09 +70 IP 11 1.075e-01 +70 IP 12 1.651e-01 +70 IP 13 4.257e-01 +70 IP 14 4.858e-02 +70 EP 1 2.161e-11 5.488e-02 1.705e-01 1.954e-01 1.690e-01 1.544e-01 1.044e-01 7.563e-02 4.153e-02 2.465e-02 4.875e-07 9.431e-10 2.003e-09 6.923e-10 9.801e-10 7.814e-07 2.059e-09 2.173e-03 7.567e-04 1.212e-03 4.092e-06 2.711e-03 2.768e-03 5.545e-10 3.946e-10 7.355e-10 8.829e-10 1.105e-09 5.206e-10 1.463e-09 1.188e-05 1.249e-10 2.217e-10 2.837e-09 1.397e-10 6.685e-11 6.004e-11 9.613e-11 5.442e-11 3.729e-11 3.133e-11 3.015e-11 2.978e-11 3.606e-11 6.029e-11 2.427e-11 2.421e-11 3.054e-10 3.071e-11 2.235e-11 2.231e-11 2.201e-11 1.218e-10 2.176e-11 2.170e-11 2.161e-11 2.161e-11 2.161e-11 2.161e-11 2.161e-11 2.161e-11 2.161e-11 +70 EP 2 2.862e-11 7.437e-10 2.309e-02 3.616e-02 2.117e-02 3.052e-03 3.405e-08 1.223e-04 3.151e-03 7.095e-03 4.275e-03 2.567e-02 4.680e-02 6.627e-02 7.833e-02 8.695e-02 9.347e-02 9.040e-02 8.674e-02 7.931e-02 6.137e-02 5.149e-02 3.883e-02 3.249e-02 2.230e-02 1.792e-02 7.492e-03 7.543e-03 4.422e-03 2.341e-03 7.834e-05 9.046e-04 4.192e-04 2.014e-04 1.465e-04 1.181e-06 1.228e-05 6.271e-11 8.074e-11 5.241e-11 4.338e-11 4.150e-11 4.115e-11 3.141e-11 4.459e-11 3.081e-11 3.351e-11 3.132e-11 3.130e-11 2.870e-11 2.920e-11 2.875e-11 2.921e-11 2.875e-11 2.862e-11 2.862e-11 2.862e-11 2.862e-11 2.862e-11 2.862e-11 2.862e-11 2.862e-11 +70 EP 3 3.197e-11 1.073e-10 5.656e-10 2.061e-03 3.910e-09 4.532e-04 3.362e-08 5.852e-09 1.027e-08 1.602e-05 1.260e-09 3.559e-05 4.972e-09 6.385e-08 1.793e-04 2.899e-02 5.261e-02 6.301e-02 8.016e-02 8.550e-02 1.030e-01 1.002e-01 1.042e-01 9.282e-02 8.081e-02 5.784e-02 5.768e-02 3.982e-02 2.185e-02 1.383e-02 9.605e-03 1.870e-03 3.430e-03 9.721e-06 3.480e-10 3.394e-10 2.228e-10 3.113e-09 1.716e-10 1.431e-10 9.954e-11 1.082e-10 1.891e-10 1.011e-10 2.325e-10 7.184e-11 6.866e-11 6.922e-11 5.001e-11 3.582e-11 4.787e-11 3.617e-11 6.811e-11 3.383e-11 3.207e-11 3.199e-11 3.199e-11 3.201e-11 3.197e-11 3.197e-11 3.197e-11 3.207e-11 +70 EP 4 5.872e-11 1.199e-10 6.654e-05 1.369e-03 1.764e-03 2.379e-09 1.240e-09 3.250e-09 1.871e-09 3.916e-09 9.198e-10 1.078e-08 4.865e-03 1.149e-02 7.509e-03 9.261e-03 3.753e-08 8.163e-09 2.742e-09 3.318e-09 1.106e-04 8.480e-04 9.969e-03 2.044e-02 4.161e-02 6.400e-02 7.007e-02 8.578e-02 1.022e-01 9.719e-02 8.721e-02 8.399e-02 6.689e-02 6.191e-02 4.810e-02 3.546e-02 2.612e-02 2.001e-02 1.529e-02 9.776e-03 5.875e-03 5.399e-03 2.777e-03 1.677e-03 3.186e-04 6.516e-04 3.928e-10 4.573e-10 1.259e-10 1.151e-10 1.093e-10 1.043e-10 9.834e-11 7.726e-11 7.322e-11 6.000e-11 6.127e-11 6.366e-11 5.872e-11 5.872e-11 5.872e-11 6.205e-11 +70 EP 5 9.631e-12 4.358e-08 2.646e-08 2.161e-09 2.660e-02 4.658e-02 8.548e-02 9.268e-02 1.074e-01 1.062e-01 1.106e-01 9.890e-02 8.317e-02 6.672e-02 5.484e-02 4.251e-02 2.809e-02 1.969e-02 1.271e-02 7.836e-03 6.218e-03 2.331e-03 8.579e-04 3.312e-04 1.239e-05 2.723e-05 3.352e-07 2.177e-07 1.019e-04 4.040e-07 3.618e-05 1.627e-07 1.412e-10 1.275e-05 6.236e-11 2.090e-11 1.959e-11 1.938e-11 1.517e-11 1.096e-11 1.071e-11 1.104e-11 1.012e-11 1.035e-11 1.037e-11 9.743e-12 9.741e-12 1.068e-11 9.834e-12 9.631e-12 9.645e-12 9.631e-12 9.782e-12 9.631e-12 9.639e-12 9.631e-12 9.631e-12 9.631e-12 9.631e-12 9.631e-12 9.631e-12 9.631e-12 +70 EP 6 1.649e-11 2.384e-10 1.036e-09 1.172e-08 2.077e-06 8.458e-03 1.097e-05 9.043e-03 1.936e-02 3.079e-02 5.688e-02 7.789e-02 9.892e-02 1.038e-01 1.082e-01 9.487e-02 8.276e-02 7.369e-02 5.882e-02 4.807e-02 3.340e-02 2.631e-02 1.969e-02 1.625e-02 1.072e-02 8.106e-03 4.394e-03 3.469e-03 1.639e-03 2.302e-03 1.242e-03 6.393e-04 3.059e-04 3.865e-05 1.383e-10 7.014e-11 4.102e-11 5.451e-11 3.163e-11 2.597e-11 2.088e-11 2.967e-11 3.277e-11 3.663e-11 2.494e-11 1.830e-11 2.003e-11 1.892e-11 1.789e-11 1.658e-11 1.673e-11 1.653e-11 1.892e-11 1.657e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 1.649e-11 +70 EP 7 1.205e-11 8.862e-11 1.249e-03 2.136e-02 3.283e-02 3.454e-02 4.768e-02 5.894e-02 7.080e-02 7.715e-02 8.756e-02 8.707e-02 8.030e-02 7.541e-02 7.095e-02 5.830e-02 4.601e-02 3.773e-02 3.029e-02 2.485e-02 1.928e-02 1.342e-02 7.462e-03 7.098e-03 4.406e-03 5.155e-03 4.460e-07 1.661e-04 4.034e-10 1.506e-09 1.435e-07 1.775e-10 1.231e-09 1.869e-10 8.615e-11 6.248e-11 5.492e-11 6.345e-11 4.812e-11 3.528e-11 2.874e-11 2.636e-11 2.713e-11 2.858e-11 5.579e-11 1.750e-11 1.804e-11 5.140e-06 5.346e-11 1.318e-11 1.337e-11 1.294e-11 3.137e-11 1.247e-11 1.253e-11 1.206e-11 1.207e-11 1.209e-11 1.205e-11 1.205e-11 1.205e-11 1.209e-11 +70 EP 8 6.781e-12 3.622e-01 3.541e-01 1.944e-01 6.420e-02 2.257e-03 5.268e-04 3.466e-09 3.506e-09 1.594e-06 7.480e-03 7.535e-03 5.044e-03 3.431e-06 1.716e-03 5.468e-04 2.321e-09 2.778e-10 2.040e-10 2.248e-10 1.650e-10 1.717e-10 1.152e-10 2.863e-09 4.033e-10 4.787e-11 4.909e-11 2.951e-11 4.510e-11 7.804e-11 3.158e-11 4.519e-11 1.641e-11 9.283e-11 1.089e-11 9.893e-12 8.885e-12 1.111e-11 8.612e-12 7.038e-12 7.009e-12 7.134e-12 6.878e-12 7.228e-12 6.959e-12 6.793e-12 6.819e-12 6.878e-12 6.788e-12 6.781e-12 6.784e-12 6.781e-12 6.791e-12 6.781e-12 6.781e-12 6.781e-12 6.781e-12 6.781e-12 6.781e-12 6.781e-12 6.781e-12 6.781e-12 +70 EP 9 5.827e-11 2.555e-10 1.719e-03 1.557e-06 1.301e-09 3.706e-06 2.140e-03 2.208e-03 7.403e-06 6.272e-03 2.721e-03 7.050e-03 5.306e-03 6.211e-03 9.892e-03 2.423e-02 3.642e-02 4.672e-02 5.235e-02 6.732e-02 7.865e-02 8.189e-02 7.759e-02 8.491e-02 7.585e-02 6.934e-02 6.477e-02 4.614e-02 4.129e-02 3.283e-02 2.476e-02 1.743e-02 1.161e-02 8.206e-03 6.625e-03 2.447e-03 2.561e-03 8.819e-04 5.673e-04 9.786e-04 4.636e-10 3.328e-10 2.456e-10 2.828e-10 1.267e-04 1.299e-10 8.134e-11 8.443e-11 6.836e-11 6.002e-11 6.772e-11 6.262e-11 6.019e-11 5.946e-11 7.107e-11 5.877e-11 5.863e-11 6.034e-11 5.827e-11 5.827e-11 5.827e-11 5.916e-11 +70 EP 10 1.069e-10 2.317e-10 8.475e-03 1.250e-02 5.332e-03 6.006e-03 6.381e-03 5.216e-03 6.178e-03 7.661e-03 6.694e-03 1.081e-02 1.105e-02 1.650e-02 1.479e-02 1.989e-02 2.244e-02 2.759e-02 3.353e-02 3.614e-02 2.995e-02 3.460e-02 3.207e-02 3.088e-02 3.228e-02 2.545e-02 2.826e-02 3.105e-02 3.021e-02 3.095e-02 2.814e-02 3.589e-02 2.878e-02 3.428e-02 3.656e-02 3.497e-02 3.216e-02 3.497e-02 2.607e-02 2.617e-02 2.534e-02 1.936e-02 1.676e-02 1.266e-02 9.987e-03 8.223e-03 6.843e-03 5.942e-03 2.994e-03 2.780e-03 2.780e-03 1.497e-03 1.497e-03 1.069e-03 5.346e-04 3.208e-04 3.208e-04 1.069e-04 1.069e-10 1.069e-10 1.069e-10 1.069e-04 +70 EP 11 3.416e-12 6.445e-10 1.077e-01 1.964e-01 2.115e-01 1.878e-01 1.204e-01 8.190e-02 4.996e-02 2.761e-02 9.415e-03 2.204e-03 3.650e-04 2.586e-03 5.568e-07 1.643e-05 1.133e-03 4.494e-10 5.780e-04 3.535e-09 3.234e-10 3.568e-04 1.690e-10 3.812e-10 5.023e-05 5.147e-11 3.812e-11 2.807e-11 8.042e-11 6.362e-11 2.415e-11 6.745e-11 1.606e-11 6.835e-07 7.027e-12 6.177e-12 4.695e-12 6.256e-12 4.695e-12 3.691e-12 3.622e-12 3.971e-12 3.659e-12 4.201e-12 3.691e-12 3.464e-12 3.467e-12 3.553e-12 3.430e-12 3.416e-12 3.422e-12 3.416e-12 3.449e-12 3.416e-12 3.416e-12 3.416e-12 3.416e-12 3.416e-12 3.416e-12 3.416e-12 3.416e-12 3.416e-12 +70 EP 12 2.234e-11 7.869e-10 1.235e-01 1.156e-01 9.420e-02 1.025e-01 1.065e-01 1.073e-01 9.063e-02 8.334e-02 6.219e-02 4.703e-02 3.300e-02 1.667e-02 8.010e-03 4.769e-03 1.655e-08 1.562e-09 8.006e-04 2.660e-07 1.252e-09 2.732e-04 1.977e-03 1.350e-07 4.841e-04 2.063e-09 8.955e-04 2.055e-09 1.428e-09 8.603e-10 2.205e-04 2.792e-10 7.675e-08 8.011e-11 2.822e-10 1.098e-10 4.548e-11 5.061e-11 2.036e-10 3.258e-11 2.906e-11 3.164e-11 2.691e-11 2.546e-11 3.202e-11 2.319e-11 2.511e-11 2.725e-11 2.296e-11 2.236e-11 2.295e-11 2.236e-11 2.301e-11 2.234e-11 2.235e-11 2.234e-11 2.234e-11 2.234e-11 2.234e-11 2.234e-11 2.234e-11 2.234e-11 +70 EP 13 1.519e-11 1.745e-01 2.168e-01 1.752e-01 1.282e-01 8.945e-02 6.659e-02 4.268e-02 3.143e-02 2.422e-02 1.633e-02 1.154e-02 8.765e-03 5.115e-03 3.781e-03 2.048e-03 1.341e-03 7.959e-04 6.309e-04 3.239e-04 1.227e-04 2.584e-05 1.056e-04 6.815e-11 4.849e-11 3.761e-11 2.414e-11 3.917e-11 2.499e-11 2.162e-11 4.743e-11 2.028e-11 3.269e-11 2.099e-11 1.701e-11 1.590e-11 1.591e-11 1.549e-11 1.618e-11 1.520e-11 1.521e-11 1.522e-11 1.520e-11 1.522e-11 1.520e-11 1.520e-11 1.519e-11 1.520e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 1.519e-11 +70 EP 14 1.994e-11 6.220e-10 4.866e-05 4.408e-09 5.604e-09 1.190e-02 1.199e-01 1.517e-01 1.768e-01 1.763e-01 1.440e-01 1.026e-01 6.454e-02 3.530e-02 1.319e-02 1.987e-06 3.400e-09 3.314e-09 5.800e-04 5.181e-05 7.391e-09 3.274e-04 1.212e-03 1.879e-08 4.593e-04 5.500e-10 8.637e-04 9.271e-10 1.316e-04 2.029e-10 2.399e-10 2.011e-10 2.900e-10 1.039e-06 7.237e-11 5.359e-11 3.081e-11 4.028e-11 4.475e-11 2.443e-11 2.346e-11 3.796e-11 2.523e-11 2.550e-11 2.528e-11 2.107e-11 2.128e-11 2.407e-11 2.073e-11 1.997e-11 2.013e-11 1.995e-11 2.129e-11 1.994e-11 1.994e-11 1.994e-11 1.994e-11 1.994e-11 1.994e-11 1.994e-11 1.994e-11 1.994e-11 +70 TP 1 5.268e-01 1.159e-08 7.831e-02 2.295e-02 6.667e-10 9.194e-03 3.420e-01 1.467e-09 5.814e-10 9.280e-10 1.876e-09 2.075e-02 2.304e-10 2.441e-07 +70 TP 2 2.466e-02 1.016e-01 3.260e-02 2.653e-03 8.005e-08 1.006e-01 3.977e-02 1.138e-01 1.161e-09 5.530e-10 2.667e-01 2.734e-01 1.744e-09 4.424e-02 +70 TP 3 7.696e-02 6.881e-02 1.721e-01 8.068e-02 3.578e-02 3.070e-09 1.751e-01 2.787e-03 3.417e-01 1.703e-02 2.912e-02 3.417e-09 2.398e-09 7.917e-09 +70 TP 4 2.362e-02 6.384e-06 6.447e-03 3.097e-01 4.169e-02 1.512e-09 2.305e-01 1.528e-09 3.432e-01 4.487e-02 2.541e-09 1.096e-09 3.751e-10 9.912e-10 +70 TP 5 1.638e-08 2.572e-05 1.199e-03 1.580e-08 2.503e-02 2.765e-02 3.331e-02 2.990e-01 1.124e-09 8.313e-11 3.962e-01 1.736e-01 1.159e-07 4.399e-02 +70 TP 6 8.029e-04 3.829e-01 1.450e-02 1.099e-02 3.251e-01 1.591e-01 3.142e-05 9.021e-10 8.003e-06 1.605e-10 1.060e-01 6.278e-04 9.376e-10 2.612e-05 +70 TP 7 1.809e-01 4.678e-04 1.363e-01 6.718e-02 8.330e-10 3.692e-02 5.356e-01 4.399e-10 7.575e-08 1.086e-02 4.918e-08 9.420e-09 1.149e-10 3.178e-02 +70 TP 8 6.776e-10 2.132e-10 1.028e-03 2.115e-10 1.860e-02 3.422e-02 1.699e-07 3.741e-01 6.652e-11 2.146e-10 5.007e-01 3.487e-03 1.135e-02 5.650e-02 +70 TP 9 1.844e-01 1.723e-02 1.473e-01 1.643e-07 5.666e-02 5.064e-02 3.571e-01 2.462e-02 3.780e-09 1.874e-02 3.882e-02 8.264e-02 6.149e-10 2.183e-02 +70 TP 10 1.306e-05 1.390e-09 4.928e-09 1.367e-01 8.542e-10 1.029e-09 6.524e-02 4.820e-04 6.725e-02 7.303e-01 8.255e-10 1.129e-09 3.743e-10 6.233e-10 +70 TP 11 2.408e-10 6.508e-06 8.563e-03 8.205e-04 1.707e-01 8.271e-02 5.769e-08 1.925e-01 1.449e-10 3.228e-11 4.815e-01 1.352e-09 8.857e-03 5.436e-02 +70 TP 12 1.645e-07 2.857e-09 5.018e-02 1.495e-03 3.390e-09 1.708e-01 3.844e-02 9.514e-09 7.005e-10 2.024e-10 3.709e-01 1.060e-01 1.120e-09 2.622e-01 +70 TP 13 1.905e-10 2.690e-10 1.752e-10 8.456e-11 5.180e-09 2.068e-09 2.287e-10 6.427e-03 8.304e-11 3.936e-05 4.460e-02 1.168e-09 9.345e-01 1.440e-02 +70 TP 14 5.142e-09 1.130e-01 2.554e-02 5.036e-03 5.185e-01 6.685e-02 2.970e-05 7.499e-08 2.651e-07 2.324e-10 3.112e-09 1.892e-01 9.443e-10 8.186e-02 +71 IP 1 2.165e-02 +71 IP 2 2.046e-08 +71 IP 3 1.465e-07 +71 IP 4 1.649e-08 +71 IP 5 6.557e-09 +71 IP 6 7.152e-02 +71 IP 7 2.474e-01 +71 IP 8 8.209e-02 +71 IP 9 8.192e-02 +71 IP 10 3.405e-03 +71 IP 11 2.614e-02 +71 IP 12 1.745e-01 +71 IP 13 1.136e-07 +71 IP 14 2.360e-01 +71 IP 15 1.127e-02 +71 IP 16 4.415e-02 +71 EP 1 2.919e-11 1.076e-03 2.515e-02 4.105e-02 4.262e-02 3.848e-02 4.128e-02 3.932e-02 4.089e-02 4.737e-02 4.386e-02 4.276e-02 5.302e-02 5.189e-02 5.177e-02 5.229e-02 5.282e-02 4.755e-02 4.815e-02 4.259e-02 3.716e-02 3.650e-02 2.797e-02 2.940e-02 2.208e-02 1.563e-02 1.397e-02 8.531e-03 4.815e-03 1.848e-07 1.367e-09 3.757e-10 3.085e-10 3.203e-10 5.614e-10 3.336e-10 2.002e-10 7.493e-10 3.086e-10 1.224e-10 1.896e-10 4.865e-10 2.360e-10 3.049e-10 8.603e-10 1.008e-07 3.388e-10 5.862e-11 6.511e-11 5.592e-11 6.125e-11 1.692e-10 6.553e-11 3.821e-11 3.993e-11 5.702e-11 3.008e-11 2.960e-11 3.746e-11 +71 EP 2 3.303e-11 1.770e-10 3.035e-08 6.155e-03 2.435e-03 1.179e-02 1.225e-02 2.127e-02 2.364e-02 2.974e-02 3.428e-02 3.206e-02 4.106e-02 3.275e-02 3.600e-02 3.946e-02 3.581e-02 4.159e-02 4.570e-02 5.532e-02 5.454e-02 5.872e-02 5.700e-02 5.669e-02 5.572e-02 4.797e-02 4.198e-02 3.486e-02 2.940e-02 2.105e-02 1.459e-02 9.120e-03 5.933e-03 4.294e-03 2.708e-03 1.864e-03 5.947e-04 4.952e-04 4.362e-04 4.203e-04 6.171e-05 1.203e-04 8.364e-05 1.287e-10 7.935e-06 4.939e-05 4.240e-11 3.991e-11 4.182e-11 1.206e-10 3.625e-11 4.367e-11 3.788e-11 3.520e-11 3.307e-11 3.455e-11 3.305e-11 3.308e-11 4.125e-11 +71 EP 3 9.584e-12 7.714e-10 2.222e-09 1.533e-09 8.477e-09 3.689e-02 8.013e-02 9.304e-02 1.175e-01 1.233e-01 1.120e-01 1.078e-01 9.763e-02 7.407e-02 5.395e-02 4.054e-02 2.517e-02 1.693e-02 9.940e-03 5.905e-03 3.058e-03 1.156e-03 8.793e-04 1.222e-08 3.112e-10 1.139e-09 1.314e-09 4.673e-10 2.257e-09 1.338e-10 8.297e-05 5.429e-11 1.884e-11 7.010e-11 1.503e-11 1.586e-11 6.210e-11 1.636e-11 1.281e-11 1.070e-11 1.043e-11 1.066e-11 1.210e-11 9.758e-12 1.018e-11 1.021e-11 1.002e-11 9.621e-12 9.610e-12 9.740e-12 9.611e-12 9.598e-12 9.586e-12 9.585e-12 9.584e-12 9.585e-12 9.584e-12 9.584e-12 9.594e-12 +71 EP 4 3.576e-11 1.219e-10 1.350e-09 3.272e-05 1.036e-07 2.421e-09 2.655e-08 4.321e-09 5.764e-09 9.954e-04 7.699e-05 3.335e-09 1.605e-09 3.027e-09 2.776e-03 1.194e-02 1.652e-02 3.415e-02 4.899e-02 6.527e-02 9.202e-02 9.492e-02 9.386e-02 9.693e-02 9.347e-02 8.398e-02 6.778e-02 5.774e-02 4.482e-02 3.340e-02 2.078e-02 1.505e-02 1.021e-02 5.267e-03 5.254e-03 1.859e-03 9.643e-04 5.674e-04 4.832e-06 4.412e-10 4.592e-10 2.688e-04 2.828e-10 1.320e-10 1.913e-05 6.709e-05 9.878e-11 4.878e-11 4.414e-11 1.540e-10 8.080e-11 5.752e-11 4.807e-11 4.023e-11 3.646e-11 3.803e-11 3.578e-11 3.576e-11 2.290e-05 +71 EP 5 2.616e-10 3.560e-10 9.810e-10 2.105e-09 1.479e-09 2.343e-09 1.271e-09 3.944e-09 1.536e-03 3.284e-09 1.868e-06 8.513e-06 5.670e-03 7.324e-09 5.288e-03 5.472e-05 5.891e-03 3.130e-03 7.706e-03 1.183e-04 3.349e-03 1.845e-02 2.625e-09 2.158e-02 4.174e-09 1.400e-08 5.882e-09 6.649e-09 2.729e-09 4.166e-09 1.888e-07 3.571e-04 2.174e-02 4.515e-02 5.046e-02 7.570e-02 7.326e-02 8.333e-02 7.453e-02 8.521e-02 7.344e-02 7.847e-02 5.950e-02 5.010e-02 3.642e-02 3.103e-02 2.407e-02 1.648e-02 1.334e-02 9.155e-03 7.586e-03 6.801e-03 4.447e-03 3.139e-03 5.232e-04 1.570e-03 5.232e-04 2.616e-04 6.172e-04 +71 EP 6 1.747e-11 1.609e-01 3.228e-01 2.798e-01 1.440e-01 6.824e-02 8.028e-03 1.939e-09 2.697e-09 6.108e-09 6.288e-06 1.938e-03 3.499e-03 5.616e-03 4.762e-04 6.993e-05 2.272e-03 3.924e-06 4.013e-05 2.583e-04 5.209e-04 5.673e-04 3.763e-10 1.550e-08 2.364e-10 1.988e-08 6.509e-10 4.009e-04 2.586e-04 2.766e-04 3.221e-10 2.688e-10 4.578e-11 3.873e-05 9.048e-11 3.022e-11 3.674e-10 3.530e-11 2.767e-11 2.261e-11 3.196e-11 2.844e-11 2.338e-11 1.920e-11 4.602e-11 2.286e-11 2.045e-11 1.794e-11 1.790e-11 2.014e-11 1.769e-11 1.793e-11 1.756e-11 1.754e-11 1.747e-11 1.750e-11 1.747e-11 1.747e-11 1.768e-11 +71 EP 7 4.166e-11 1.798e-01 2.253e-01 1.715e-01 1.286e-01 8.827e-02 6.309e-02 4.583e-02 2.869e-02 2.156e-02 1.281e-02 1.125e-02 6.845e-03 6.539e-03 3.435e-03 2.895e-03 1.425e-03 7.797e-04 5.753e-04 1.430e-04 2.470e-04 1.479e-04 1.163e-04 9.729e-05 1.497e-10 7.019e-11 5.574e-11 4.833e-11 5.829e-11 5.108e-11 4.735e-11 1.614e-05 4.184e-11 4.360e-11 4.194e-11 4.173e-11 4.188e-11 4.177e-11 4.168e-11 4.167e-11 4.166e-11 4.169e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 4.166e-11 +71 EP 8 1.786e-11 1.695e-10 2.232e-02 1.454e-02 1.235e-06 1.503e-06 1.014e-06 1.115e-09 2.374e-04 3.896e-03 2.395e-02 2.602e-02 4.946e-02 7.481e-02 9.251e-02 1.014e-01 1.085e-01 1.014e-01 9.363e-02 7.654e-02 6.022e-02 5.063e-02 3.477e-02 2.589e-02 1.669e-02 9.920e-03 5.988e-03 4.274e-03 1.223e-03 9.492e-05 6.862e-04 3.954e-04 1.729e-10 2.376e-10 1.261e-10 9.750e-11 4.851e-10 7.569e-11 5.523e-11 5.550e-11 3.303e-11 6.315e-11 3.666e-11 2.200e-11 5.001e-11 2.435e-11 2.271e-11 2.102e-11 1.997e-11 5.058e-11 1.908e-11 2.060e-11 1.824e-11 1.817e-11 1.787e-11 1.789e-11 1.786e-11 1.786e-11 2.043e-11 +71 EP 9 1.613e-11 3.032e-09 3.822e-09 8.127e-02 1.720e-01 1.820e-01 1.611e-01 1.504e-01 1.223e-01 7.073e-02 4.536e-02 1.485e-02 6.688e-09 1.132e-08 1.111e-09 5.276e-10 3.941e-10 3.159e-10 3.395e-10 5.563e-10 2.216e-10 2.391e-10 1.181e-10 1.771e-10 7.379e-11 1.196e-10 8.008e-11 1.053e-10 1.057e-10 3.562e-10 1.071e-10 5.470e-11 2.227e-11 1.235e-10 2.216e-11 1.872e-11 9.039e-11 1.842e-11 1.783e-11 1.698e-11 1.772e-11 1.700e-11 1.694e-11 1.620e-11 1.673e-11 1.641e-11 1.624e-11 1.616e-11 1.614e-11 1.617e-11 1.613e-11 1.614e-11 1.613e-11 1.613e-11 1.613e-11 1.613e-11 1.613e-11 1.613e-11 1.613e-11 +71 EP 10 3.694e-11 8.722e-11 5.917e-10 4.604e-10 6.536e-10 4.240e-10 1.815e-07 7.674e-04 6.404e-04 3.936e-08 3.724e-03 6.562e-03 1.060e-08 6.746e-03 6.548e-03 1.115e-02 1.373e-02 1.449e-02 1.230e-02 1.503e-02 2.480e-02 2.285e-02 3.277e-02 3.094e-02 4.271e-02 5.622e-02 5.843e-02 6.836e-02 7.299e-02 8.230e-02 8.134e-02 7.328e-02 6.386e-02 5.158e-02 4.441e-02 3.174e-02 2.515e-02 1.779e-02 1.262e-02 6.927e-03 5.296e-03 1.325e-03 1.016e-06 5.342e-04 7.367e-05 1.463e-09 2.538e-10 9.995e-11 9.348e-11 1.052e-10 9.625e-11 1.403e-10 1.239e-10 6.462e-11 5.564e-11 1.024e-09 5.408e-11 4.662e-11 2.038e-10 +71 EP 11 9.357e-12 1.975e-10 1.843e-08 7.426e-02 1.750e-01 1.981e-01 2.023e-01 1.304e-01 7.296e-02 3.865e-02 6.232e-08 1.761e-09 8.818e-04 1.193e-05 1.039e-02 9.563e-03 1.272e-02 2.129e-02 1.501e-02 1.168e-02 8.666e-03 6.130e-03 5.084e-03 3.840e-03 1.394e-03 2.094e-05 1.499e-03 7.487e-05 8.159e-10 3.384e-09 1.229e-10 3.104e-10 4.425e-11 8.794e-11 8.296e-11 2.772e-11 1.079e-10 2.756e-11 1.943e-11 1.550e-11 3.003e-11 2.282e-11 1.494e-11 1.152e-11 3.231e-11 1.723e-11 1.295e-11 9.862e-12 9.809e-12 1.355e-11 9.688e-12 9.918e-12 9.503e-12 9.491e-12 9.377e-12 9.419e-12 9.357e-12 9.357e-12 9.810e-12 +71 EP 12 9.126e-12 3.610e-08 9.655e-02 1.566e-01 1.641e-01 1.403e-01 1.104e-01 9.013e-02 7.124e-02 4.632e-02 3.340e-02 2.038e-02 1.429e-02 1.065e-02 9.598e-03 6.039e-03 6.219e-03 4.370e-03 4.596e-03 3.748e-03 3.893e-03 2.359e-03 1.656e-03 1.364e-03 7.390e-04 2.944e-04 3.402e-04 9.418e-05 1.059e-04 2.152e-04 5.612e-11 7.243e-06 1.981e-11 2.095e-11 1.491e-11 1.582e-11 2.391e-11 1.381e-11 1.263e-11 1.017e-11 1.023e-11 1.027e-11 1.155e-11 9.272e-12 1.008e-11 1.001e-11 9.389e-12 9.173e-12 9.169e-12 9.797e-12 9.156e-12 9.139e-12 9.130e-12 9.131e-12 9.126e-12 9.126e-12 9.126e-12 9.126e-12 9.173e-12 +71 EP 13 2.523e-11 3.159e-01 2.993e-01 1.911e-01 9.663e-02 6.299e-02 2.865e-02 2.925e-04 4.707e-07 7.363e-08 2.707e-09 3.069e-03 2.050e-03 1.309e-07 1.184e-09 3.568e-10 3.184e-10 1.665e-10 2.269e-10 3.605e-10 1.491e-10 1.773e-09 8.222e-11 1.871e-10 6.739e-11 1.012e-10 9.318e-11 7.041e-11 7.688e-11 1.228e-10 2.264e-10 3.886e-11 2.742e-11 3.807e-05 2.748e-11 2.612e-11 3.765e-11 2.560e-11 2.582e-11 2.531e-11 2.553e-11 2.530e-11 2.533e-11 2.523e-11 2.527e-11 2.530e-11 2.524e-11 2.523e-11 2.523e-11 2.526e-11 2.523e-11 2.523e-11 2.523e-11 2.523e-11 2.523e-11 2.523e-11 2.523e-11 2.523e-11 2.523e-11 +71 EP 14 4.964e-12 1.860e-01 2.699e-01 2.305e-01 1.533e-01 8.987e-02 4.788e-02 2.174e-02 2.804e-08 8.468e-10 2.030e-09 8.624e-04 1.903e-09 2.900e-07 1.404e-09 2.207e-10 2.041e-10 1.398e-10 1.257e-10 2.570e-10 7.492e-11 9.026e-11 4.533e-11 4.929e-11 2.683e-11 2.795e-11 2.619e-11 3.315e-11 4.230e-11 3.262e-11 2.971e-11 2.151e-11 6.917e-12 2.027e-11 6.386e-12 5.847e-12 2.386e-11 6.023e-12 5.387e-12 5.215e-12 5.265e-12 5.225e-12 5.330e-12 4.983e-12 5.089e-12 5.061e-12 5.010e-12 4.969e-12 4.968e-12 4.983e-12 4.965e-12 4.965e-12 4.964e-12 4.964e-12 4.964e-12 4.964e-12 4.964e-12 4.964e-12 4.966e-12 +71 EP 15 1.148e-11 1.724e-10 5.796e-02 4.033e-02 9.097e-05 2.582e-09 6.052e-03 7.105e-02 1.183e-01 1.355e-01 1.533e-01 1.309e-01 9.917e-02 7.860e-02 5.167e-02 3.104e-02 1.583e-02 4.331e-08 1.589e-08 2.101e-07 3.100e-03 3.882e-05 1.673e-03 1.283e-08 1.527e-03 3.654e-03 5.076e-05 1.221e-04 1.027e-09 7.450e-09 1.693e-10 2.149e-09 6.593e-11 1.029e-10 8.977e-11 4.217e-11 1.306e-10 5.589e-11 3.033e-11 2.092e-11 2.889e-11 3.962e-11 1.809e-11 1.581e-11 4.125e-11 2.229e-11 1.688e-11 1.195e-11 1.230e-11 1.615e-11 1.198e-11 1.238e-11 1.180e-11 1.174e-11 1.151e-11 1.160e-11 1.148e-11 1.148e-11 1.212e-11 +71 EP 16 2.837e-11 1.281e-10 9.562e-10 1.508e-02 8.112e-03 5.977e-03 1.190e-02 2.066e-02 3.540e-02 4.885e-02 6.600e-02 7.755e-02 8.353e-02 9.661e-02 9.182e-02 9.255e-02 8.860e-02 7.422e-02 6.053e-02 4.785e-02 2.642e-02 2.525e-02 1.349e-02 5.994e-03 2.625e-03 5.497e-04 4.038e-09 1.158e-09 3.621e-08 3.586e-10 1.604e-06 4.375e-04 2.354e-10 1.723e-10 2.009e-10 1.783e-10 1.878e-10 4.887e-10 1.005e-10 5.098e-11 7.473e-11 2.739e-10 3.766e-10 4.267e-11 3.287e-10 1.189e-10 1.371e-10 3.614e-11 3.130e-11 6.216e-11 3.342e-11 3.239e-11 2.940e-11 2.893e-11 2.849e-11 2.868e-11 2.837e-11 2.837e-11 3.239e-11 +71 TP 1 6.833e-01 3.639e-04 5.178e-10 6.822e-02 2.849e-02 4.182e-04 9.051e-11 1.754e-09 4.775e-10 2.052e-01 1.745e-07 5.188e-10 3.887e-10 5.863e-10 4.191e-03 9.799e-03 +71 TP 2 5.983e-02 8.564e-08 1.500e-02 6.756e-02 4.403e-09 1.487e-01 2.562e-10 8.192e-08 6.613e-04 1.337e-04 3.062e-01 1.184e-05 2.102e-09 1.446e-02 2.796e-01 1.079e-01 +71 TP 3 2.831e-10 5.343e-10 2.669e-01 2.731e-06 9.648e-11 9.548e-10 1.995e-03 7.645e-02 2.057e-09 2.541e-10 3.199e-02 1.576e-01 3.637e-09 4.469e-01 1.815e-02 2.295e-09 +71 TP 4 2.791e-09 6.172e-01 1.175e-02 1.909e-01 5.971e-03 1.486e-08 1.710e-10 5.803e-02 4.970e-02 6.651e-02 5.719e-07 7.205e-10 4.549e-10 8.963e-10 2.513e-07 1.008e-09 +71 TP 5 7.656e-02 1.105e-01 9.475e-10 2.849e-09 3.139e-01 3.696e-09 3.324e-10 4.358e-09 1.039e-09 4.991e-01 1.766e-09 5.558e-10 4.224e-10 5.391e-10 2.493e-09 2.951e-09 +71 TP 6 1.373e-02 4.447e-10 1.617e-09 2.020e-02 1.683e-04 4.337e-01 2.257e-10 5.340e-10 1.068e-09 2.052e-03 3.053e-01 3.301e-04 5.504e-07 1.329e-02 1.414e-01 6.983e-02 +71 TP 7 1.322e-09 2.115e-10 6.971e-04 1.587e-09 4.533e-05 4.074e-10 9.775e-01 2.863e-10 4.794e-03 2.026e-10 4.088e-10 2.718e-08 1.699e-02 4.518e-06 5.223e-10 3.253e-10 +71 TP 8 2.254e-09 4.950e-04 2.794e-02 4.120e-02 1.208e-03 8.070e-02 2.245e-10 1.954e-01 5.988e-02 9.573e-03 1.722e-01 7.582e-02 9.817e-10 1.387e-01 1.396e-01 5.734e-02 +71 TP 9 3.768e-10 1.035e-09 3.540e-08 1.519e-09 6.800e-10 1.238e-09 1.014e-09 1.501e-08 5.043e-09 1.139e-09 2.843e-02 2.534e-01 2.364e-05 7.182e-01 3.194e-07 1.997e-09 +71 TP 10 2.229e-01 2.109e-01 1.018e-09 1.166e-07 5.100e-02 1.749e-03 1.359e-10 1.944e-02 5.788e-10 4.458e-01 2.124e-02 4.880e-10 2.944e-10 7.409e-10 2.690e-02 2.920e-09 +71 TP 11 7.811e-03 6.661e-03 5.369e-03 5.318e-02 5.607e-05 1.299e-01 8.053e-11 2.126e-02 3.859e-02 9.928e-03 3.967e-01 1.447e-09 1.332e-09 1.319e-05 2.355e-01 9.502e-02 +71 TP 12 1.739e-10 5.805e-10 5.471e-01 1.824e-02 1.365e-04 4.104e-10 1.287e-08 5.822e-02 2.616e-01 2.988e-07 3.647e-09 9.601e-02 2.546e-09 5.243e-09 3.847e-09 1.868e-02 +71 TP 13 5.554e-10 2.337e-10 6.683e-02 2.906e-04 3.319e-10 2.237e-09 7.673e-03 4.184e-10 1.588e-01 3.475e-10 4.246e-09 4.832e-08 4.791e-01 2.731e-01 1.428e-02 9.153e-10 +71 TP 14 8.208e-11 8.186e-11 3.411e-02 1.680e-10 6.689e-11 3.385e-10 1.107e-09 1.376e-10 8.467e-02 6.653e-11 2.148e-08 3.109e-01 1.005e-01 4.493e-01 5.118e-06 2.055e-02 +71 TP 15 1.135e-02 1.223e-03 4.699e-02 6.775e-02 1.875e-06 1.056e-01 1.124e-10 4.493e-09 1.137e-02 1.875e-02 2.572e-01 2.724e-05 9.811e-10 6.124e-05 3.869e-01 9.278e-02 +71 TP 16 2.764e-03 1.709e-01 1.323e-07 3.371e-02 4.366e-10 7.184e-03 1.935e-10 7.452e-01 2.589e-09 2.421e-02 3.774e-04 1.724e-09 8.028e-10 1.904e-09 1.542e-02 2.208e-04 +72 IP 1 3.191e-03 +72 IP 2 1.794e-08 +72 IP 3 8.606e-09 +72 IP 4 1.183e-08 +72 IP 5 3.292e-01 +72 IP 6 3.811e-02 +72 IP 7 7.147e-02 +72 IP 8 1.292e-07 +72 IP 9 1.313e-02 +72 IP 10 2.500e-08 +72 IP 11 2.177e-01 +72 IP 12 1.263e-07 +72 IP 13 2.678e-01 +72 IP 14 5.943e-02 +72 EP 1 1.042e-11 5.398e-10 4.203e-02 1.288e-01 2.210e-01 2.104e-01 1.643e-01 1.061e-01 5.832e-02 2.805e-02 8.850e-03 2.760e-09 3.328e-07 7.919e-06 8.845e-09 1.029e-02 6.624e-03 8.968e-03 3.660e-03 2.242e-03 4.617e-09 3.403e-09 4.654e-10 5.512e-10 2.812e-10 3.999e-10 2.594e-10 5.195e-10 6.996e-10 7.909e-10 1.918e-09 2.548e-04 6.586e-11 4.158e-10 6.936e-06 2.474e-05 6.835e-11 1.296e-10 2.896e-11 3.194e-11 2.118e-11 2.803e-11 1.761e-11 1.522e-11 1.632e-11 1.600e-11 1.545e-11 1.917e-11 1.522e-11 1.150e-11 1.163e-11 1.438e-11 1.062e-11 1.047e-11 1.049e-11 1.054e-11 1.049e-11 1.062e-11 1.046e-11 1.042e-11 1.042e-11 1.042e-11 1.044e-11 +72 EP 2 1.300e-11 1.034e-10 1.590e-02 2.842e-02 1.005e-02 2.113e-02 1.206e-02 5.850e-03 1.387e-02 6.677e-03 2.228e-02 2.616e-02 3.438e-02 4.616e-02 5.886e-02 7.086e-02 8.201e-02 8.190e-02 8.409e-02 7.751e-02 7.245e-02 6.297e-02 5.070e-02 3.739e-02 2.995e-02 2.120e-02 1.393e-02 8.367e-03 2.554e-03 2.317e-03 6.888e-10 3.556e-10 3.843e-10 3.889e-10 2.763e-09 4.545e-10 1.294e-10 1.120e-10 8.638e-11 7.634e-11 5.458e-11 5.049e-11 6.466e-11 3.524e-11 4.921e-11 3.293e-11 4.278e-11 3.576e-11 3.980e-11 1.871e-11 1.862e-11 2.153e-11 1.461e-11 1.343e-11 1.343e-11 1.438e-11 1.398e-11 1.622e-11 1.364e-11 1.301e-11 1.303e-11 1.300e-11 1.365e-11 +72 EP 3 4.661e-11 1.973e-10 9.977e-09 2.134e-03 3.369e-03 5.296e-09 4.975e-09 4.159e-09 4.183e-09 3.308e-03 3.405e-08 3.877e-04 2.323e-09 8.133e-05 3.220e-09 2.646e-09 1.450e-09 2.256e-09 3.662e-09 6.389e-03 1.447e-02 2.919e-02 5.121e-02 6.513e-02 7.150e-02 9.076e-02 9.140e-02 9.018e-02 9.798e-02 7.811e-02 7.078e-02 5.657e-02 4.655e-02 3.287e-02 2.858e-02 2.534e-02 1.467e-02 1.313e-02 7.882e-03 4.242e-03 1.245e-03 7.886e-04 1.254e-03 1.183e-07 5.038e-04 1.573e-10 5.140e-06 8.814e-11 2.036e-10 8.148e-11 7.780e-11 7.250e-11 6.188e-11 5.426e-11 5.657e-11 7.291e-11 5.896e-11 1.644e-10 5.188e-11 4.696e-11 4.730e-11 4.661e-11 5.011e-11 +72 EP 4 3.322e-11 4.671e-10 5.715e-08 1.994e-09 2.311e-07 2.512e-03 7.574e-03 1.136e-02 1.599e-02 1.844e-02 2.546e-02 2.527e-02 3.189e-02 3.028e-02 3.216e-02 3.328e-02 3.338e-02 4.130e-02 3.846e-02 3.809e-02 4.002e-02 4.988e-02 5.118e-02 5.922e-02 5.973e-02 5.839e-02 5.683e-02 5.306e-02 4.496e-02 3.282e-02 3.134e-02 2.358e-02 1.553e-02 1.474e-02 8.645e-03 5.871e-03 3.739e-03 2.271e-03 9.144e-04 1.244e-03 4.097e-04 1.437e-04 2.168e-10 6.476e-11 8.098e-11 2.093e-10 5.742e-11 1.576e-10 4.678e-11 4.249e-11 7.907e-11 3.783e-11 3.540e-11 3.377e-11 8.023e-11 3.674e-11 3.459e-11 3.641e-11 3.341e-11 3.323e-11 3.325e-11 3.322e-11 3.322e-11 +72 EP 5 2.793e-11 1.815e-01 2.232e-01 1.779e-01 1.312e-01 8.729e-02 6.091e-02 4.137e-02 2.969e-02 2.034e-02 1.535e-02 1.026e-02 6.860e-03 4.669e-03 3.442e-03 1.893e-03 1.596e-03 1.156e-03 5.730e-04 5.279e-04 1.444e-04 7.100e-11 5.653e-05 6.769e-11 5.720e-11 3.751e-11 3.530e-11 3.036e-11 3.335e-11 4.150e-11 5.301e-05 3.059e-11 2.884e-11 2.900e-11 2.936e-11 2.832e-11 3.153e-11 2.923e-11 2.798e-11 2.794e-11 2.797e-11 2.794e-11 2.794e-11 2.793e-11 2.794e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 2.793e-11 +72 EP 6 4.351e-11 8.452e-10 3.552e-09 6.057e-05 2.947e-09 1.195e-08 1.205e-04 1.912e-02 4.529e-03 2.695e-02 1.453e-03 7.565e-04 1.884e-09 1.343e-09 3.781e-04 8.474e-03 4.082e-02 6.933e-02 9.017e-02 1.043e-01 1.389e-01 1.279e-01 1.002e-01 8.500e-02 6.097e-02 3.927e-02 2.987e-02 1.926e-02 1.062e-02 1.088e-02 5.957e-03 2.587e-03 1.925e-03 5.131e-10 4.459e-09 2.528e-10 2.126e-04 2.308e-10 1.280e-10 9.034e-11 1.113e-10 1.956e-10 7.370e-11 6.033e-11 6.860e-11 6.246e-11 6.660e-11 5.827e-11 5.415e-11 4.604e-11 4.564e-11 4.519e-11 4.377e-11 4.354e-11 4.351e-11 4.368e-11 4.388e-11 4.378e-11 4.356e-11 4.351e-11 4.351e-11 4.351e-11 4.351e-11 +72 EP 7 1.237e-11 2.247e-10 2.662e-02 1.473e-02 2.435e-07 4.547e-06 4.118e-02 9.582e-02 1.221e-01 1.506e-01 1.389e-01 1.289e-01 1.015e-01 8.307e-02 5.624e-02 2.543e-02 1.077e-02 2.203e-03 4.609e-06 2.045e-09 4.359e-09 1.760e-09 4.886e-10 1.555e-09 1.251e-09 4.408e-09 1.007e-09 2.225e-04 6.554e-04 9.913e-04 1.733e-09 7.274e-10 3.096e-10 4.711e-05 4.171e-10 1.616e-10 7.144e-11 6.179e-11 5.925e-11 5.086e-11 3.601e-11 3.943e-11 4.868e-11 1.842e-11 2.714e-11 2.533e-11 2.013e-11 1.741e-11 2.185e-11 1.510e-11 1.633e-11 1.664e-11 1.282e-11 1.249e-11 1.248e-11 1.265e-11 1.253e-11 1.290e-11 1.246e-11 1.237e-11 1.237e-11 1.237e-11 1.240e-11 +72 EP 8 2.754e-11 1.593e-09 3.884e-02 1.510e-02 1.632e-02 3.379e-06 1.621e-09 2.189e-08 3.240e-03 1.495e-02 3.621e-02 5.989e-02 7.823e-02 9.389e-02 1.026e-01 1.061e-01 9.606e-02 8.781e-02 7.032e-02 5.806e-02 3.659e-02 2.436e-02 2.376e-02 1.408e-02 8.003e-03 7.569e-03 3.026e-03 1.349e-03 1.988e-03 6.120e-04 1.360e-04 6.156e-04 9.298e-10 1.784e-09 2.664e-04 1.206e-10 1.007e-10 5.456e-11 7.598e-11 4.256e-11 3.735e-11 4.960e-11 8.244e-11 2.983e-11 5.167e-11 2.952e-11 2.821e-11 3.777e-11 2.919e-11 2.815e-11 3.066e-11 2.770e-11 2.755e-11 2.754e-11 2.756e-11 2.754e-11 2.754e-11 2.754e-11 2.754e-11 2.754e-11 2.754e-11 2.754e-11 2.754e-11 +72 EP 9 5.535e-11 1.689e-10 3.167e-03 4.643e-03 8.503e-03 4.588e-03 7.851e-03 7.601e-03 8.487e-03 1.114e-02 1.042e-02 1.307e-02 1.504e-02 1.508e-02 1.581e-02 1.708e-02 1.506e-02 2.056e-02 2.129e-02 2.155e-02 2.644e-02 1.979e-02 2.236e-02 2.305e-02 2.763e-02 3.059e-02 3.021e-02 3.171e-02 3.751e-02 4.029e-02 4.269e-02 4.787e-02 4.898e-02 4.792e-02 4.153e-02 3.812e-02 3.609e-02 3.028e-02 2.670e-02 2.483e-02 2.186e-02 1.936e-02 1.362e-02 1.096e-02 9.733e-03 7.583e-03 5.529e-03 4.262e-03 3.875e-03 1.605e-03 2.159e-03 1.384e-03 9.963e-04 2.768e-04 2.768e-04 2.768e-04 2.214e-04 5.535e-05 1.661e-04 1.107e-04 5.535e-05 5.535e-11 1.107e-04 +72 EP 10 2.810e-11 9.953e-10 6.000e-10 1.256e-09 1.690e-07 7.473e-03 1.231e-02 2.650e-02 4.360e-02 5.999e-02 7.468e-02 9.691e-02 1.020e-01 1.014e-01 1.012e-01 8.712e-02 7.721e-02 5.478e-02 4.400e-02 3.418e-02 2.298e-02 1.464e-02 9.919e-03 7.789e-03 5.747e-03 6.050e-03 4.248e-03 2.544e-03 9.596e-04 3.167e-09 8.139e-04 4.621e-04 4.103e-04 5.004e-07 6.531e-10 4.217e-05 1.476e-10 2.550e-10 6.016e-11 4.943e-11 4.698e-11 3.829e-11 6.253e-11 3.893e-11 9.978e-06 3.145e-11 4.380e-11 2.828e-11 4.231e-11 2.875e-11 3.121e-11 3.421e-11 2.822e-11 2.810e-11 2.810e-11 2.810e-11 2.810e-11 2.811e-11 2.810e-11 2.810e-11 2.810e-11 2.810e-11 2.810e-11 +72 EP 11 7.592e-12 9.792e-03 1.035e-01 1.519e-01 1.518e-01 1.270e-01 1.106e-01 8.949e-02 7.158e-02 5.221e-02 3.991e-02 2.747e-02 1.891e-02 1.372e-02 9.033e-03 8.021e-03 4.185e-03 5.395e-03 2.698e-03 1.465e-03 1.267e-03 6.319e-10 8.542e-10 1.329e-10 8.587e-11 8.149e-11 1.422e-10 7.891e-11 9.588e-11 5.646e-09 5.511e-11 6.512e-11 1.055e-10 1.874e-05 9.357e-11 1.759e-11 5.181e-11 6.878e-08 1.190e-11 9.819e-12 9.196e-12 9.822e-12 9.076e-12 8.341e-12 1.151e-11 7.921e-12 7.938e-12 7.627e-12 7.962e-12 7.622e-12 7.637e-12 7.609e-12 7.593e-12 7.592e-12 7.592e-12 7.592e-12 7.592e-12 7.592e-12 7.592e-12 7.592e-12 7.592e-12 7.592e-12 7.592e-12 +72 EP 12 7.224e-12 1.775e-05 1.732e-02 4.240e-02 5.146e-02 8.636e-02 9.673e-02 1.069e-01 1.109e-01 9.718e-02 9.012e-02 7.249e-02 6.229e-02 4.887e-02 3.603e-02 2.770e-02 2.216e-02 1.374e-02 9.265e-03 5.615e-03 2.079e-03 4.385e-04 4.635e-10 2.548e-10 9.949e-11 5.642e-11 4.290e-11 5.362e-11 8.645e-11 9.126e-11 4.805e-11 4.506e-11 3.046e-11 2.369e-11 1.530e-10 1.620e-11 8.627e-11 1.577e-11 9.189e-12 7.919e-12 8.147e-12 1.019e-11 8.086e-12 7.389e-12 8.143e-12 7.598e-12 7.360e-12 7.368e-12 7.404e-12 7.233e-12 7.242e-12 7.235e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 7.224e-12 +72 EP 13 4.182e-12 1.747e-01 2.263e-01 1.942e-01 1.451e-01 9.903e-02 6.389e-02 3.874e-02 2.130e-02 1.497e-02 7.060e-03 5.867e-03 3.215e-03 2.185e-03 2.239e-03 6.971e-04 4.946e-04 1.939e-09 9.117e-05 6.362e-09 4.497e-10 2.841e-09 4.894e-08 2.913e-11 2.194e-11 1.635e-11 1.796e-11 1.122e-11 1.313e-11 2.592e-09 9.906e-12 1.068e-11 7.651e-12 1.053e-11 1.090e-11 6.691e-12 3.427e-06 6.515e-12 4.440e-12 4.367e-12 4.332e-12 4.486e-12 4.272e-12 4.201e-12 4.302e-12 4.221e-12 4.186e-12 4.199e-12 4.200e-12 4.183e-12 4.183e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 4.182e-12 +72 EP 14 2.617e-11 2.273e-01 3.911e-01 2.838e-01 6.958e-02 4.748e-05 7.809e-07 2.626e-09 3.708e-08 3.290e-09 7.826e-03 5.540e-03 5.636e-03 3.197e-03 5.234e-03 1.859e-09 9.158e-05 1.114e-09 4.435e-04 1.612e-09 1.079e-09 1.331e-09 1.037e-09 4.153e-10 2.315e-10 2.556e-10 2.531e-10 1.850e-10 5.159e-10 7.219e-05 2.910e-10 3.451e-10 1.237e-10 7.971e-05 2.077e-10 1.056e-10 1.361e-10 8.056e-11 5.140e-11 4.636e-11 3.729e-11 3.779e-11 3.410e-11 3.183e-11 3.183e-11 3.037e-11 2.934e-11 3.507e-11 2.920e-11 2.734e-11 2.750e-11 2.871e-11 2.629e-11 2.619e-11 2.621e-11 2.622e-11 2.620e-11 2.628e-11 2.618e-11 2.617e-11 2.617e-11 2.617e-11 2.617e-11 +72 TP 1 4.118e-01 1.388e-01 3.260e-02 8.129e-09 5.423e-09 1.853e-02 1.916e-01 7.206e-10 2.996e-03 5.587e-02 2.559e-02 6.618e-06 2.172e-02 1.005e-01 +72 TP 2 1.311e-01 4.402e-01 8.244e-02 9.009e-02 2.029e-10 1.776e-02 1.412e-01 1.365e-02 3.713e-02 1.108e-06 6.508e-10 6.709e-10 3.330e-07 4.641e-02 +72 TP 3 1.528e-02 7.545e-09 2.193e-01 6.799e-01 2.012e-10 3.769e-09 4.520e-08 7.893e-03 7.758e-02 7.133e-10 3.977e-10 6.192e-07 5.103e-10 5.572e-10 +72 TP 4 2.659e-01 3.439e-01 2.698e-02 1.313e-09 1.765e-04 2.143e-09 2.981e-01 3.067e-09 1.792e-09 2.435e-08 1.012e-09 2.304e-09 3.657e-09 6.500e-02 +72 TP 5 4.181e-10 2.042e-10 1.698e-10 9.926e-11 9.774e-01 1.769e-10 8.897e-10 2.789e-10 7.515e-11 9.768e-04 2.148e-02 1.128e-04 1.521e-07 4.419e-10 +72 TP 6 1.423e-01 3.395e-09 7.063e-03 9.247e-02 7.523e-10 2.696e-01 5.176e-02 1.218e-02 6.182e-10 1.536e-02 1.523e-04 3.327e-01 7.485e-02 1.540e-03 +72 TP 7 1.976e-01 1.947e-01 6.025e-02 1.248e-02 2.298e-10 1.971e-08 3.841e-01 1.098e-09 4.910e-03 4.696e-02 5.577e-08 4.247e-02 8.252e-10 5.659e-02 +72 TP 8 1.192e-01 3.570e-08 1.332e-05 1.143e-09 4.878e-04 2.073e-02 7.981e-02 1.407e-01 5.884e-10 9.189e-02 2.414e-01 4.043e-02 2.140e-01 5.135e-02 +72 TP 9 3.944e-03 6.494e-02 4.271e-02 1.768e-01 1.640e-10 7.909e-10 6.543e-09 8.145e-10 7.116e-01 4.800e-10 2.849e-10 6.729e-10 4.503e-10 7.019e-10 +72 TP 10 1.860e-03 3.468e-09 5.114e-03 6.345e-02 3.990e-10 7.582e-02 4.871e-03 8.288e-01 4.483e-10 1.865e-08 2.054e-09 2.012e-02 2.412e-09 1.118e-08 +72 TP 11 8.921e-04 1.665e-04 6.299e-04 2.123e-10 3.235e-03 5.978e-02 1.608e-09 4.815e-04 8.115e-11 9.031e-02 1.386e-01 7.052e-01 6.716e-04 2.564e-08 +72 TP 12 1.897e-02 7.300e-10 5.161e-09 2.522e-10 2.315e-03 1.673e-02 2.106e-02 1.020e-03 8.262e-11 3.262e-02 2.532e-01 2.333e-01 3.933e-01 2.745e-02 +72 TP 13 1.904e-08 7.135e-08 5.203e-09 7.320e-11 1.396e-06 4.461e-10 7.474e-09 8.475e-10 4.331e-11 1.919e-02 2.573e-01 5.272e-06 7.235e-01 1.811e-05 +72 TP 14 3.029e-01 6.458e-02 1.030e-02 5.652e-10 2.043e-08 3.565e-09 1.151e-01 1.118e-09 6.614e-05 4.489e-02 1.281e-01 1.060e-09 1.644e-04 3.339e-01 +73 IP 1 4.477e-08 +73 IP 2 3.075e-01 +73 IP 3 8.016e-08 +73 IP 4 6.842e-03 +73 IP 5 2.180e-02 +73 IP 6 6.432e-02 +73 IP 7 3.850e-08 +73 IP 8 1.349e-08 +73 IP 9 1.135e-02 +73 IP 10 1.913e-01 +73 IP 11 2.222e-02 +73 IP 12 1.518e-01 +73 IP 13 8.880e-02 +73 IP 14 5.024e-02 +73 IP 15 7.487e-02 +73 IP 16 8.928e-03 +73 EP 1 1.513e-11 6.689e-09 1.035e-07 2.815e-02 7.485e-02 1.058e-01 1.193e-01 1.210e-01 1.181e-01 8.941e-02 7.857e-02 6.674e-02 5.100e-02 3.968e-02 3.068e-02 2.435e-02 1.832e-02 1.450e-02 1.068e-02 5.610e-03 2.674e-03 3.161e-08 5.364e-04 2.830e-10 3.104e-10 2.112e-10 1.442e-10 1.361e-10 1.984e-10 7.241e-11 4.970e-11 4.243e-11 1.278e-10 3.161e-11 3.080e-10 3.090e-11 2.949e-11 2.485e-11 2.735e-11 1.735e-11 2.209e-11 1.608e-11 1.561e-11 1.571e-11 1.536e-11 1.515e-11 1.766e-11 1.530e-11 1.517e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 1.513e-11 +73 EP 2 1.937e-11 1.789e-01 2.182e-01 1.764e-01 1.253e-01 9.019e-02 6.179e-02 4.234e-02 3.028e-02 2.307e-02 1.501e-02 1.077e-02 9.291e-03 5.791e-03 3.383e-03 3.496e-03 2.423e-03 1.064e-03 5.402e-04 4.858e-04 5.155e-04 2.534e-04 2.667e-04 3.632e-05 1.072e-05 1.944e-05 3.866e-11 3.325e-11 2.505e-11 3.112e-05 1.599e-05 2.118e-11 2.317e-11 2.031e-11 2.568e-11 2.189e-11 1.971e-11 1.956e-11 2.076e-11 1.952e-11 1.947e-11 1.941e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.939e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 1.937e-11 +73 EP 3 3.072e-11 7.657e-11 3.054e-03 9.920e-03 1.492e-02 1.178e-02 7.945e-03 1.305e-02 1.521e-02 1.506e-02 1.965e-02 1.769e-02 1.946e-02 2.443e-02 2.410e-02 2.870e-02 3.218e-02 3.516e-02 3.241e-02 3.680e-02 4.115e-02 4.102e-02 4.245e-02 4.808e-02 4.835e-02 4.807e-02 4.900e-02 5.559e-02 5.305e-02 4.608e-02 4.269e-02 3.389e-02 2.444e-02 2.004e-02 1.551e-02 1.006e-02 7.545e-03 5.902e-03 2.774e-03 1.796e-03 5.666e-04 2.384e-04 3.146e-10 1.352e-10 2.575e-10 1.876e-04 2.030e-10 6.352e-11 8.805e-11 7.464e-11 6.933e-11 3.947e-11 6.008e-11 5.027e-11 4.802e-11 6.200e-11 3.786e-11 3.986e-11 3.183e-11 4.555e-11 +73 EP 4 8.183e-11 1.452e-10 8.463e-04 2.968e-03 1.631e-03 2.664e-03 3.371e-03 4.557e-06 1.597e-03 2.874e-03 2.987e-03 1.980e-03 8.290e-03 4.649e-03 7.672e-03 2.812e-03 7.539e-03 9.152e-03 7.031e-03 4.967e-03 1.506e-02 7.647e-03 1.280e-02 1.279e-02 1.410e-02 1.875e-02 1.029e-02 9.632e-03 2.222e-02 2.656e-02 3.247e-02 4.102e-02 5.316e-02 5.865e-02 6.054e-02 6.664e-02 6.741e-02 6.746e-02 5.935e-02 4.907e-02 4.615e-02 3.918e-02 3.517e-02 2.240e-02 1.888e-02 1.513e-02 1.153e-02 8.019e-03 6.874e-03 4.910e-03 3.764e-03 2.782e-03 3.028e-03 1.146e-03 7.365e-04 6.546e-04 4.910e-04 2.455e-04 8.183e-05 1.637e-04 +73 EP 5 1.809e-11 2.125e-10 5.125e-10 1.120e-05 1.043e-02 2.414e-02 3.746e-02 4.105e-02 4.967e-02 6.218e-02 6.771e-02 7.171e-02 6.822e-02 6.687e-02 6.812e-02 6.621e-02 6.302e-02 5.991e-02 5.091e-02 4.328e-02 3.829e-02 3.369e-02 2.379e-02 1.813e-02 1.303e-02 7.835e-03 5.707e-03 3.496e-03 2.081e-03 1.978e-03 2.831e-04 4.284e-04 1.162e-04 2.122e-07 6.676e-05 2.155e-10 1.284e-04 9.098e-06 1.242e-05 3.581e-11 3.106e-05 3.266e-11 2.644e-11 2.501e-11 2.215e-11 4.134e-11 2.142e-11 1.910e-11 1.846e-11 1.834e-11 1.816e-11 1.810e-11 1.824e-11 1.812e-11 1.827e-11 1.810e-11 1.811e-11 1.809e-11 1.809e-11 1.809e-11 +73 EP 6 2.230e-11 3.973e-10 2.220e-02 3.358e-02 2.147e-02 1.200e-03 3.213e-04 4.180e-03 1.505e-02 1.528e-02 3.030e-02 3.368e-02 4.880e-02 5.701e-02 7.062e-02 8.530e-02 9.555e-02 1.012e-01 9.530e-02 8.441e-02 7.124e-02 5.172e-02 3.001e-02 1.885e-02 9.484e-03 3.217e-03 4.489e-07 2.041e-09 5.571e-10 3.440e-10 2.974e-10 8.134e-10 5.722e-10 2.696e-10 2.253e-10 1.291e-10 3.900e-10 9.969e-11 2.172e-10 4.645e-11 5.221e-11 3.537e-11 2.883e-11 3.129e-11 2.664e-11 2.462e-11 7.024e-11 2.535e-11 2.351e-11 2.276e-11 2.254e-11 2.232e-11 2.239e-11 2.235e-11 2.258e-11 2.234e-11 2.242e-11 2.230e-11 2.230e-11 2.230e-11 +73 EP 7 1.834e-11 9.259e-11 2.286e-02 1.613e-02 1.401e-02 1.319e-02 2.963e-04 1.461e-02 2.301e-04 4.094e-09 2.048e-08 4.845e-02 8.450e-02 1.122e-01 1.356e-01 1.425e-01 1.237e-01 9.821e-02 7.659e-02 4.560e-02 2.788e-02 1.268e-02 2.596e-03 3.663e-04 9.507e-10 8.714e-05 3.716e-03 6.127e-04 3.194e-03 1.460e-04 5.080e-06 2.352e-05 1.414e-09 4.319e-10 8.795e-05 1.933e-10 4.399e-10 2.080e-10 2.009e-10 1.806e-10 1.672e-10 1.471e-07 2.762e-10 4.729e-11 4.077e-11 3.208e-11 3.126e-11 3.045e-11 3.443e-11 2.158e-11 2.114e-11 1.926e-11 1.974e-11 2.211e-11 1.972e-11 2.051e-11 2.021e-11 1.967e-11 1.852e-11 2.037e-11 +73 EP 8 4.631e-11 1.084e-10 8.507e-10 1.316e-09 2.772e-09 6.188e-09 1.364e-03 5.072e-09 1.361e-04 4.747e-08 2.076e-09 4.865e-03 9.647e-09 7.007e-07 3.422e-09 4.660e-03 7.157e-03 4.488e-04 8.252e-03 3.175e-09 3.816e-09 9.077e-09 2.812e-06 2.012e-02 4.218e-02 5.970e-02 8.642e-02 9.400e-02 1.063e-01 1.029e-01 1.009e-01 8.779e-02 7.025e-02 5.539e-02 4.487e-02 3.358e-02 2.210e-02 1.700e-02 1.148e-02 7.791e-03 4.796e-03 3.446e-03 8.372e-04 7.527e-04 4.302e-04 2.155e-10 2.542e-10 2.044e-10 1.233e-10 7.969e-11 7.201e-11 6.219e-11 6.435e-11 1.472e-10 6.696e-11 9.780e-11 1.090e-10 5.646e-11 4.944e-11 4.891e-11 +73 EP 9 1.535e-11 2.100e-10 6.710e-06 8.010e-07 1.204e-01 1.877e-01 2.470e-01 2.245e-01 1.240e-01 6.276e-02 2.757e-02 8.337e-04 2.935e-09 1.412e-04 2.253e-03 9.588e-09 4.127e-04 3.194e-09 6.033e-04 2.481e-09 1.850e-09 1.444e-09 9.613e-10 4.650e-10 4.808e-10 5.518e-10 1.353e-09 2.189e-09 9.991e-10 4.387e-09 1.801e-03 1.993e-08 4.535e-10 1.856e-10 7.329e-10 1.278e-10 2.362e-10 9.347e-11 9.385e-11 7.800e-11 2.325e-10 7.962e-11 1.664e-06 2.823e-11 2.610e-11 2.135e-11 1.894e-11 1.740e-11 1.896e-11 1.640e-11 1.649e-11 1.551e-11 1.591e-11 1.583e-11 1.574e-11 1.609e-11 1.564e-11 1.569e-11 1.536e-11 1.596e-11 +73 EP 10 4.964e-12 2.533e-06 9.506e-02 1.770e-01 1.703e-01 1.504e-01 1.268e-01 1.021e-01 7.916e-02 4.685e-02 2.933e-02 1.405e-02 6.492e-03 3.100e-05 4.302e-07 7.086e-08 8.461e-05 9.468e-04 9.522e-05 8.429e-04 1.351e-04 2.327e-04 1.151e-08 6.142e-11 8.929e-11 6.758e-11 3.652e-11 4.542e-11 3.016e-11 2.635e-11 2.193e-11 2.178e-11 3.499e-11 1.755e-11 4.338e-06 1.409e-11 9.579e-12 8.466e-12 1.340e-11 5.681e-12 8.138e-12 5.670e-12 5.236e-12 5.131e-12 5.065e-12 5.217e-12 5.577e-12 5.001e-12 4.980e-12 4.968e-12 4.967e-12 4.964e-12 4.969e-12 4.964e-12 4.966e-12 4.964e-12 4.964e-12 4.964e-12 4.964e-12 4.964e-12 +73 EP 11 7.602e-11 4.661e-10 2.365e-09 3.205e-09 5.400e-04 7.052e-08 3.466e-09 1.956e-07 4.013e-04 3.674e-05 4.684e-04 7.123e-06 8.367e-03 1.235e-02 1.132e-02 5.009e-03 4.364e-09 2.009e-03 2.743e-04 2.945e-02 4.613e-02 6.774e-02 1.146e-01 1.176e-01 1.125e-01 1.122e-01 1.082e-01 8.466e-02 5.751e-02 3.919e-02 2.463e-02 1.869e-02 1.379e-02 6.273e-03 3.475e-03 2.373e-03 8.298e-06 1.485e-04 2.131e-08 2.681e-10 7.565e-10 2.432e-10 1.430e-10 1.362e-10 1.205e-10 1.133e-10 8.437e-05 1.292e-10 8.698e-11 8.131e-11 7.736e-11 7.647e-11 7.772e-11 7.743e-11 1.166e-10 7.799e-11 7.956e-11 7.603e-11 7.602e-11 7.602e-11 +73 EP 12 6.098e-12 2.549e-01 2.857e-01 1.991e-01 1.307e-01 7.432e-02 3.857e-02 1.214e-02 8.059e-05 1.931e-03 4.749e-09 1.684e-07 2.987e-04 9.673e-04 7.051e-04 9.343e-05 2.225e-10 8.194e-10 1.039e-09 4.873e-04 2.959e-06 2.326e-10 1.244e-05 3.631e-11 7.882e-11 5.964e-11 2.850e-11 4.451e-11 2.583e-11 2.016e-11 1.892e-11 1.388e-11 1.768e-11 9.390e-12 5.265e-11 9.491e-12 8.773e-12 7.646e-12 7.846e-12 6.493e-12 7.129e-12 6.339e-12 6.191e-12 6.165e-12 6.122e-12 6.124e-12 6.262e-12 6.106e-12 6.103e-12 6.099e-12 6.099e-12 6.098e-12 6.099e-12 6.098e-12 6.099e-12 6.098e-12 6.098e-12 6.098e-12 6.098e-12 6.098e-12 +73 EP 13 1.509e-11 4.057e-04 5.802e-02 2.271e-03 2.607e-03 1.156e-02 2.498e-02 5.858e-02 6.455e-02 1.116e-01 1.131e-01 1.239e-01 1.153e-01 1.073e-01 8.473e-02 5.639e-02 3.433e-02 1.401e-02 1.198e-02 2.078e-03 2.185e-03 8.118e-06 7.937e-06 2.375e-10 2.919e-09 3.198e-10 1.351e-10 1.628e-10 1.145e-10 9.003e-11 9.110e-11 8.373e-11 2.133e-10 1.298e-10 9.248e-11 4.128e-11 4.771e-11 3.129e-11 1.246e-05 1.760e-11 2.855e-11 1.989e-11 1.586e-11 1.550e-11 1.543e-11 1.535e-11 2.001e-11 1.552e-11 1.518e-11 1.510e-11 1.509e-11 1.509e-11 1.509e-11 1.509e-11 1.510e-11 1.509e-11 1.509e-11 1.509e-11 1.509e-11 1.509e-11 +73 EP 14 1.916e-11 1.608e-10 2.726e-04 4.937e-02 9.719e-06 1.594e-09 2.786e-09 4.368e-03 1.249e-01 1.832e-01 2.028e-01 1.841e-01 1.245e-01 7.883e-02 3.163e-02 1.239e-02 2.924e-03 5.925e-06 4.066e-09 2.211e-09 3.081e-09 1.299e-09 2.793e-09 3.337e-09 7.697e-10 1.471e-09 7.591e-08 6.904e-06 1.487e-09 4.758e-09 8.993e-05 3.585e-04 4.572e-10 3.272e-04 2.237e-09 1.589e-10 7.247e-10 1.269e-10 5.111e-10 9.816e-11 1.879e-10 1.141e-10 6.580e-11 3.555e-11 4.298e-11 2.843e-11 2.695e-11 2.317e-11 2.903e-11 2.106e-11 2.092e-11 1.955e-11 2.013e-11 2.052e-11 2.014e-11 2.127e-11 1.990e-11 1.979e-11 1.921e-11 2.019e-11 +73 EP 15 1.976e-11 9.839e-02 2.781e-01 3.137e-01 1.946e-01 9.449e-02 1.618e-02 3.984e-07 3.923e-09 4.719e-07 1.744e-07 1.794e-09 1.286e-09 1.653e-09 1.314e-08 3.682e-04 3.480e-03 2.128e-06 1.385e-04 4.035e-09 1.155e-07 9.532e-10 6.366e-10 2.642e-10 3.236e-10 3.261e-10 2.787e-10 3.877e-10 2.816e-10 3.105e-08 1.880e-09 2.975e-10 4.274e-04 1.253e-10 4.071e-06 1.389e-05 1.009e-10 6.100e-11 5.036e-11 3.138e-05 4.498e-05 8.259e-11 8.012e-11 3.581e-11 2.575e-11 2.341e-11 2.189e-11 2.166e-11 2.227e-11 2.043e-11 2.054e-11 1.984e-11 2.025e-11 2.000e-11 1.993e-11 2.015e-11 1.987e-11 1.986e-11 1.977e-11 1.989e-11 +73 EP 16 2.055e-11 7.785e-11 8.873e-03 1.147e-02 1.064e-02 5.755e-03 8.569e-03 8.303e-03 7.617e-03 1.054e-02 1.276e-02 3.378e-04 1.785e-08 5.993e-05 1.258e-08 4.932e-03 1.822e-02 4.892e-02 6.402e-02 9.415e-02 1.049e-01 1.128e-01 1.206e-01 1.015e-01 8.348e-02 6.788e-02 4.203e-02 2.908e-02 1.406e-02 8.500e-03 1.047e-09 7.967e-07 1.252e-09 4.476e-10 7.741e-10 2.834e-10 3.902e-10 3.058e-10 3.605e-10 5.068e-10 2.466e-10 1.954e-10 1.376e-10 1.247e-10 6.702e-11 5.488e-11 5.846e-11 4.413e-11 4.096e-11 3.005e-11 2.579e-11 2.270e-11 2.341e-11 2.555e-11 2.411e-11 2.509e-11 2.793e-11 2.275e-11 2.098e-11 2.367e-11 +73 TP 1 3.602e-07 9.847e-07 1.397e-09 2.261e-10 4.396e-09 7.620e-09 2.764e-09 3.043e-10 1.732e-02 4.287e-01 1.108e-09 4.245e-01 1.135e-01 1.593e-02 1.133e-08 1.037e-09 +73 TP 2 2.837e-09 9.602e-01 4.753e-05 8.152e-11 1.328e-06 4.428e-10 6.854e-10 5.581e-05 2.137e-10 2.968e-02 8.759e-11 5.289e-08 9.966e-03 2.000e-10 3.142e-10 1.225e-10 +73 TP 3 1.162e-02 3.599e-10 1.963e-09 5.609e-02 8.855e-10 3.470e-07 9.020e-02 4.562e-01 3.735e-09 5.743e-10 5.546e-02 8.553e-10 1.927e-09 2.601e-02 1.152e-09 3.044e-01 +73 TP 4 8.394e-10 4.929e-10 1.443e-09 4.855e-01 4.511e-10 1.243e-09 5.197e-02 2.806e-01 1.578e-09 3.030e-10 1.566e-09 2.922e-10 6.395e-10 1.263e-02 4.035e-10 1.693e-01 +73 TP 5 2.469e-01 4.934e-10 9.159e-10 3.491e-10 4.596e-09 5.675e-01 6.302e-03 2.185e-03 2.565e-02 1.362e-09 1.150e-01 1.279e-09 2.189e-02 1.453e-02 4.020e-09 2.502e-09 +73 TP 6 3.354e-07 2.947e-03 1.313e-02 2.219e-10 1.363e-01 1.751e-01 2.740e-04 1.056e-09 6.400e-02 2.944e-01 2.451e-02 1.332e-01 5.878e-02 3.020e-02 5.147e-02 1.567e-02 +73 TP 7 1.435e-09 6.299e-10 1.253e-01 2.125e-02 7.844e-03 1.691e-02 3.361e-01 7.708e-09 1.477e-01 1.593e-09 1.362e-09 4.784e-05 2.532e-04 1.333e-01 9.670e-02 1.146e-01 +73 TP 8 1.951e-03 4.905e-04 1.645e-01 4.094e-02 7.962e-10 1.073e-02 1.889e-01 1.477e-01 1.127e-01 7.812e-10 5.506e-04 7.494e-08 3.031e-09 1.363e-01 3.832e-02 1.569e-01 +73 TP 9 1.902e-02 3.578e-10 8.594e-02 3.780e-03 6.597e-02 9.578e-10 1.209e-01 1.238e-09 3.222e-01 5.757e-03 3.686e-09 2.922e-06 6.130e-05 1.507e-01 1.499e-01 7.577e-02 +73 TP 10 2.386e-01 8.586e-03 3.603e-03 1.611e-10 1.290e-01 8.397e-03 4.639e-09 8.742e-11 6.079e-10 3.468e-01 3.697e-03 1.597e-01 9.901e-02 1.003e-05 2.291e-10 2.610e-03 +73 TP 11 1.299e-01 2.200e-09 3.907e-09 1.077e-09 5.386e-02 1.622e-01 3.153e-04 2.695e-09 6.680e-02 8.917e-02 2.380e-01 2.998e-02 1.059e-01 8.169e-02 4.211e-02 3.721e-09 +73 TP 12 2.601e-07 7.591e-07 1.788e-07 4.486e-11 3.370e-02 3.866e-10 1.500e-03 1.145e-10 3.304e-07 4.017e-01 8.475e-11 5.137e-01 4.592e-02 3.469e-03 9.405e-09 3.032e-10 +73 TP 13 9.748e-04 2.245e-03 1.409e-07 4.776e-10 1.064e-01 3.641e-03 3.713e-04 1.450e-09 1.262e-08 3.177e-01 1.285e-07 1.843e-01 3.752e-01 1.435e-08 9.175e-03 1.088e-09 +73 TP 14 1.859e-02 1.878e-10 1.179e-01 8.325e-03 3.170e-02 1.625e-09 1.497e-01 2.874e-09 1.684e-01 8.971e-04 2.898e-09 4.354e-09 1.246e-02 2.870e-01 1.188e-01 8.621e-02 +73 TP 15 7.246e-10 6.795e-10 5.411e-02 1.003e-03 6.953e-02 6.789e-10 8.768e-02 5.241e-10 2.280e-01 1.459e-04 1.277e-09 9.696e-03 8.414e-07 1.052e-01 4.042e-01 4.050e-02 +73 TP 16 5.728e-09 2.391e-06 1.309e-01 3.466e-02 1.916e-05 8.048e-03 1.600e-01 1.250e-09 1.448e-01 1.926e-09 1.797e-09 9.233e-03 1.722e-09 1.233e-01 9.457e-02 2.946e-01 +74 IP 1 4.858e-04 +74 IP 2 1.662e-01 +74 IP 3 6.181e-09 +74 IP 4 3.407e-02 +74 IP 5 5.054e-02 +74 IP 6 2.302e-01 +74 IP 7 1.973e-01 +74 IP 8 2.336e-01 +74 IP 9 6.105e-02 +74 IP 10 2.385e-08 +74 IP 11 5.848e-09 +74 IP 12 1.189e-08 +74 IP 13 6.230e-09 +74 IP 14 2.656e-02 +74 EP 1 1.912e-11 2.702e-10 1.597e-02 2.516e-02 2.161e-02 2.128e-02 2.268e-02 2.411e-02 2.678e-02 3.030e-02 3.437e-02 3.539e-02 3.708e-02 4.053e-02 4.702e-02 5.102e-02 5.257e-02 5.193e-02 5.813e-02 5.999e-02 6.226e-02 5.339e-02 5.527e-02 4.750e-02 3.209e-02 3.049e-02 2.411e-02 1.581e-02 9.897e-03 7.721e-03 5.535e-03 1.690e-07 1.671e-09 1.101e-09 2.563e-09 4.070e-10 4.708e-10 6.121e-10 3.236e-10 2.425e-10 6.730e-10 1.713e-10 1.528e-10 1.898e-10 1.227e-10 5.961e-11 5.085e-11 4.768e-11 5.423e-11 4.220e-11 4.182e-11 3.709e-11 4.593e-11 4.591e-11 1.833e-10 7.509e-11 2.872e-11 2.259e-11 2.942e-11 4.839e-11 1.912e-11 2.007e-11 1.912e-11 1.912e-11 1.912e-11 1.912e-11 1.961e-11 +74 EP 2 1.213e-11 6.037e-10 1.574e-04 2.584e-09 1.105e-09 1.721e-09 3.935e-03 1.465e-02 3.977e-02 6.158e-02 8.257e-02 9.790e-02 9.535e-02 1.006e-01 1.035e-01 8.844e-02 8.110e-02 6.387e-02 5.166e-02 3.709e-02 2.738e-02 1.828e-02 1.215e-02 7.789e-03 5.347e-03 3.670e-03 1.890e-03 1.315e-03 4.501e-06 3.250e-07 5.081e-10 5.249e-07 3.587e-11 3.487e-10 3.968e-11 5.943e-11 3.064e-11 2.387e-11 3.138e-11 2.275e-11 2.430e-11 1.427e-11 1.560e-11 1.383e-11 1.540e-11 1.297e-11 1.267e-11 1.231e-11 2.273e-11 1.248e-11 2.040e-11 1.228e-11 1.518e-11 1.231e-11 1.214e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 1.213e-11 +74 EP 3 2.264e-11 8.413e-11 6.013e-10 4.595e-10 1.020e-09 9.097e-08 7.052e-10 1.324e-08 1.142e-09 2.427e-09 1.652e-04 1.867e-09 1.098e-06 5.859e-09 1.552e-09 9.701e-10 4.685e-06 1.043e-09 2.480e-09 1.667e-08 1.583e-07 1.618e-02 2.234e-02 3.767e-02 6.139e-02 7.098e-02 8.575e-02 9.457e-02 1.004e-01 9.459e-02 8.962e-02 8.144e-02 6.616e-02 5.393e-02 3.918e-02 3.008e-02 1.807e-02 1.410e-02 1.003e-02 6.844e-03 3.231e-03 2.889e-03 3.410e-04 4.738e-10 3.622e-10 1.296e-10 6.923e-11 6.983e-11 1.032e-10 5.860e-11 5.113e-11 4.115e-11 1.324e-10 5.801e-11 4.124e-11 4.611e-11 3.348e-11 2.484e-11 3.941e-11 3.618e-11 2.264e-11 2.381e-11 2.264e-11 2.264e-11 2.264e-11 2.264e-11 2.320e-11 +74 EP 4 1.251e-11 2.537e-10 2.110e-07 1.740e-09 3.601e-09 8.607e-02 1.898e-01 2.083e-01 2.189e-01 1.425e-01 7.408e-02 4.571e-04 6.598e-08 2.506e-09 7.548e-10 3.318e-08 3.088e-05 1.255e-03 5.340e-03 1.201e-02 2.070e-02 1.573e-02 8.267e-03 5.804e-03 6.715e-03 4.061e-03 7.765e-08 3.622e-08 2.123e-09 3.227e-10 2.899e-10 1.157e-10 8.185e-11 6.675e-11 4.823e-11 6.000e-11 4.396e-11 3.817e-11 9.999e-11 2.978e-11 2.961e-11 3.121e-11 2.822e-11 4.776e-11 3.090e-11 2.279e-11 1.983e-11 1.448e-11 1.667e-11 1.073e-07 1.610e-11 1.304e-11 2.121e-11 1.377e-11 1.272e-11 1.279e-11 1.269e-11 1.251e-11 1.258e-11 1.282e-11 1.251e-11 1.251e-11 1.251e-11 1.251e-11 1.251e-11 1.251e-11 1.251e-11 +74 EP 5 1.980e-11 7.716e-11 3.568e-03 9.181e-03 1.198e-02 8.970e-03 1.280e-02 1.307e-02 2.425e-02 2.770e-02 3.582e-02 3.774e-02 4.258e-02 4.625e-02 5.026e-02 5.584e-02 5.936e-02 6.420e-02 6.284e-02 6.372e-02 6.286e-02 6.010e-02 4.981e-02 4.772e-02 3.931e-02 3.182e-02 2.378e-02 2.010e-02 1.315e-02 8.826e-03 5.508e-03 3.334e-03 1.872e-03 1.062e-03 4.159e-04 1.988e-04 1.265e-09 2.439e-10 2.372e-10 1.067e-10 3.062e-10 8.760e-11 1.160e-09 5.293e-11 7.634e-11 3.177e-11 3.367e-11 2.555e-11 3.127e-11 2.294e-11 2.366e-11 2.356e-11 1.022e-07 2.335e-11 2.084e-11 2.035e-11 2.099e-11 1.983e-11 2.006e-11 2.213e-11 1.980e-11 1.980e-11 1.980e-11 1.980e-11 1.980e-11 1.980e-11 1.980e-11 +74 EP 6 6.459e-12 2.412e-01 2.694e-01 2.053e-01 1.374e-01 7.949e-02 4.165e-02 1.729e-02 8.302e-03 9.818e-10 3.196e-10 2.170e-10 2.668e-10 3.594e-10 4.263e-10 7.185e-07 2.596e-10 6.962e-11 7.326e-11 5.307e-11 4.020e-11 4.168e-11 5.588e-11 5.481e-11 3.784e-11 4.879e-11 7.786e-11 5.179e-11 4.753e-07 4.507e-05 2.033e-11 1.757e-11 8.976e-12 1.615e-10 9.660e-12 1.011e-11 7.503e-06 7.878e-12 1.025e-11 7.197e-12 7.561e-12 6.532e-12 6.558e-12 6.621e-12 6.810e-12 6.498e-12 6.497e-12 6.470e-12 6.592e-12 6.484e-12 7.302e-12 6.462e-12 6.520e-12 6.461e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 6.459e-12 +74 EP 7 2.769e-11 1.723e-01 2.135e-01 1.779e-01 1.307e-01 9.277e-02 6.196e-02 4.437e-02 3.288e-02 2.314e-02 1.544e-02 1.057e-02 7.578e-03 5.121e-03 3.985e-03 2.612e-03 1.844e-03 1.484e-03 5.211e-04 5.594e-04 2.589e-04 2.617e-04 1.392e-04 6.749e-05 5.990e-05 3.936e-11 3.545e-11 2.899e-11 3.139e-11 2.959e-11 2.819e-11 2.825e-11 2.774e-11 2.817e-11 2.770e-11 2.773e-11 2.839e-11 2.771e-11 2.770e-11 2.773e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 2.769e-11 +74 EP 8 4.338e-12 1.777e-06 8.715e-02 1.297e-01 1.362e-01 1.325e-01 1.221e-01 1.093e-01 8.653e-02 6.908e-02 4.910e-02 3.412e-02 2.251e-02 1.329e-02 5.227e-03 3.096e-03 5.871e-10 1.262e-10 2.180e-10 1.311e-10 9.556e-11 1.018e-10 1.272e-06 2.284e-05 7.405e-10 4.666e-05 6.162e-06 6.317e-06 1.098e-04 1.717e-07 3.896e-11 4.159e-11 8.245e-12 3.552e-11 8.459e-12 9.954e-12 2.699e-11 6.390e-12 8.019e-12 5.777e-12 6.537e-12 4.602e-12 4.697e-12 4.632e-12 4.700e-12 4.437e-12 4.437e-12 4.372e-12 4.906e-12 4.412e-12 6.148e-12 4.351e-12 4.614e-12 4.346e-12 4.339e-12 4.339e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 4.338e-12 +74 EP 9 1.351e-11 8.177e-10 1.500e-07 1.912e-01 3.696e-01 2.538e-01 1.134e-01 5.983e-02 4.062e-06 4.532e-08 1.016e-09 2.498e-07 4.549e-09 1.351e-09 3.773e-09 8.362e-10 7.315e-09 2.780e-03 4.910e-05 3.708e-03 7.334e-08 1.356e-09 3.933e-03 1.621e-03 2.195e-07 8.071e-10 7.360e-05 3.692e-08 1.301e-06 3.082e-10 9.814e-10 9.038e-11 8.034e-11 6.120e-11 5.129e-11 5.857e-11 4.311e-11 4.301e-11 1.959e-10 2.687e-11 2.737e-11 2.283e-11 2.377e-11 2.308e-11 3.536e-11 2.184e-11 2.056e-11 1.485e-11 1.718e-11 2.022e-11 1.589e-11 1.401e-11 2.229e-11 1.442e-11 1.368e-11 1.375e-11 1.368e-11 1.351e-11 1.357e-11 1.378e-11 1.351e-11 1.351e-11 1.351e-11 1.351e-11 1.351e-11 1.351e-11 1.351e-11 +74 EP 10 9.800e-12 1.197e-10 3.671e-02 2.491e-02 1.755e-09 1.323e-09 4.465e-06 9.103e-03 2.528e-02 6.975e-02 1.011e-01 1.430e-01 1.324e-01 1.166e-01 9.795e-02 8.344e-02 6.555e-02 4.691e-02 3.287e-02 1.425e-02 7.174e-08 1.681e-04 2.565e-09 1.480e-09 1.991e-09 2.157e-09 1.224e-09 1.051e-09 1.115e-09 1.633e-10 1.635e-10 8.962e-11 7.525e-11 6.828e-11 5.191e-11 5.600e-11 4.468e-11 5.819e-11 9.991e-11 3.279e-11 2.796e-11 2.840e-11 2.925e-11 2.462e-11 3.820e-11 1.858e-11 1.514e-11 1.225e-11 1.602e-11 1.916e-11 1.199e-11 1.033e-11 2.422e-11 1.158e-11 1.003e-11 1.027e-11 1.008e-11 9.815e-12 9.912e-12 1.027e-11 9.800e-12 9.803e-12 9.800e-12 9.800e-12 9.800e-12 9.800e-12 9.800e-12 +74 EP 11 1.259e-08 1.259e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.261e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.261e-08 1.260e-08 1.260e-08 1.260e-08 1.260e-08 1.262e-08 1.260e-08 1.260e-08 1.263e-08 1.260e-08 1.269e-08 1.260e-08 1.264e-08 1.261e-08 1.261e-08 1.262e-08 1.261e-08 1.306e-02 1.260e-08 1.260e-02 1.260e-08 1.260e-08 1.260e-08 1.694e-08 3.221e-02 1.100e-01 3.785e-02 5.041e-02 1.009e-01 1.386e-01 3.787e-02 6.309e-02 7.567e-02 6.304e-02 7.561e-02 5.049e-02 3.779e-02 3.785e-02 1.260e-02 3.781e-02 1.259e-02 1.259e-08 1.297e-08 1.259e-08 1.259e-08 1.259e-08 1.259e-08 1.276e-08 +74 EP 12 1.976e-11 1.021e-10 1.492e-03 2.609e-09 4.921e-07 1.251e-09 3.040e-09 9.382e-04 1.408e-03 2.317e-09 4.353e-05 1.694e-08 6.682e-03 1.633e-02 2.748e-02 3.931e-02 5.568e-02 7.048e-02 8.406e-02 9.304e-02 9.809e-02 9.168e-02 8.979e-02 8.151e-02 6.430e-02 5.308e-02 4.310e-02 3.077e-02 2.031e-02 1.270e-02 8.006e-03 3.857e-03 2.863e-03 1.135e-03 4.498e-04 6.369e-10 6.656e-04 4.546e-04 4.053e-10 7.789e-05 6.657e-05 1.201e-10 1.029e-04 4.489e-11 3.533e-05 8.420e-11 4.414e-11 2.470e-11 5.708e-11 2.578e-11 2.011e-05 2.667e-11 7.725e-11 3.045e-11 2.122e-11 2.116e-11 2.016e-11 1.977e-11 2.004e-11 2.015e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 1.976e-11 +74 EP 13 8.544e-11 1.468e-10 5.302e-10 4.967e-10 7.039e-10 1.091e-09 7.925e-10 1.413e-09 7.901e-10 1.879e-09 7.139e-05 1.718e-03 1.214e-08 1.386e-03 2.530e-05 4.115e-09 3.322e-03 5.770e-03 4.145e-03 4.584e-03 4.628e-03 7.877e-03 1.918e-04 6.598e-05 5.361e-03 1.334e-03 4.310e-09 2.416e-08 1.025e-02 1.796e-02 2.280e-02 4.634e-02 5.627e-02 6.757e-02 7.689e-02 8.096e-02 8.628e-02 8.203e-02 6.930e-02 6.159e-02 5.587e-02 4.660e-02 4.090e-02 3.242e-02 2.602e-02 2.059e-02 1.495e-02 1.188e-02 9.740e-03 7.005e-03 4.099e-03 3.588e-03 2.819e-03 1.794e-03 5.119e-04 7.689e-04 6.830e-04 3.417e-04 4.270e-04 8.544e-05 8.544e-11 8.544e-05 8.544e-11 8.544e-11 8.544e-11 8.544e-11 8.544e-05 +74 EP 14 2.338e-11 2.270e-01 4.666e-01 2.913e-01 8.820e-03 2.083e-09 3.028e-09 1.746e-07 1.403e-08 2.310e-09 8.411e-10 7.219e-09 2.107e-09 1.419e-09 1.012e-09 9.751e-10 1.366e-03 1.047e-03 1.523e-03 2.306e-07 1.389e-03 5.273e-10 1.277e-09 2.898e-09 3.920e-10 5.468e-10 6.026e-04 1.832e-09 3.462e-04 9.105e-10 1.545e-09 1.366e-10 9.182e-11 7.761e-11 8.651e-11 8.580e-11 6.482e-11 5.588e-11 1.367e-10 3.525e-11 3.917e-11 3.274e-11 3.276e-11 3.447e-11 1.311e-10 3.273e-11 3.198e-11 2.463e-11 2.708e-11 3.207e-11 2.622e-11 2.389e-11 3.094e-11 2.417e-11 2.351e-11 2.356e-11 2.351e-11 2.338e-11 2.340e-11 2.350e-11 2.338e-11 2.338e-11 2.338e-11 2.338e-11 2.338e-11 2.338e-11 2.338e-11 +74 TP 1 6.343e-01 5.475e-10 2.004e-01 7.089e-03 2.340e-03 4.002e-10 5.329e-11 4.439e-10 2.658e-02 3.865e-02 2.007e-11 2.780e-09 8.363e-02 7.012e-03 +74 TP 2 1.597e-08 3.300e-01 4.062e-10 2.332e-02 4.138e-02 1.834e-01 6.141e-06 3.465e-01 3.816e-02 1.161e-02 1.223e-11 5.635e-07 2.045e-10 2.563e-02 +74 TP 3 2.112e-01 6.433e-05 3.493e-01 6.643e-02 1.008e-09 3.358e-10 3.717e-11 3.704e-10 3.888e-02 1.391e-01 5.183e-11 1.391e-01 4.683e-02 9.165e-03 +74 TP 4 2.459e-02 4.600e-08 3.054e-02 3.193e-01 1.156e-01 2.623e-09 6.280e-11 4.035e-02 1.401e-01 2.384e-01 1.272e-11 5.736e-06 3.199e-04 9.080e-02 +74 TP 5 4.821e-05 8.749e-02 1.047e-01 3.575e-02 3.235e-05 4.617e-10 6.900e-11 5.022e-07 1.889e-02 6.901e-02 2.017e-11 6.796e-01 4.473e-03 6.971e-10 +74 TP 6 2.132e-10 2.461e-02 5.651e-10 9.342e-10 6.529e-03 5.567e-01 2.254e-03 4.050e-01 5.880e-05 4.816e-03 6.476e-12 1.521e-10 4.768e-11 6.006e-10 +74 TP 7 7.613e-11 3.824e-10 1.051e-10 2.135e-10 2.414e-10 1.250e-02 9.875e-01 3.425e-06 1.932e-10 1.245e-10 2.770e-11 1.470e-10 5.153e-11 1.956e-10 +74 TP 8 1.855e-10 1.920e-01 3.521e-04 8.017e-03 2.394e-02 2.264e-01 3.567e-04 5.482e-01 1.168e-09 8.630e-06 4.366e-12 7.302e-04 7.978e-11 2.676e-09 +74 TP 9 1.886e-02 8.037e-08 2.310e-02 1.919e-01 1.232e-01 1.120e-04 6.736e-11 2.538e-02 3.047e-01 1.935e-01 1.359e-11 1.753e-04 8.913e-04 1.181e-01 +74 TP 10 3.609e-02 1.181e-02 3.564e-02 1.701e-01 1.230e-01 7.125e-09 4.416e-11 1.793e-02 1.390e-01 3.908e-01 1.019e-11 2.203e-09 2.723e-03 7.292e-02 +74 TP 11 1.300e-08 1.285e-08 1.298e-08 1.274e-08 1.297e-08 1.263e-08 1.273e-08 1.267e-08 1.269e-08 1.327e-08 9.868e-01 1.360e-08 1.319e-02 1.264e-08 +74 TP 12 3.785e-06 3.032e-02 2.439e-02 1.437e-01 1.105e-01 1.699e-02 7.326e-11 9.485e-02 1.341e-01 1.890e-01 2.064e-11 1.811e-01 3.831e-07 7.504e-02 +74 TP 13 2.093e-01 9.529e-10 3.055e-01 4.995e-03 7.855e-10 3.597e-10 3.342e-07 7.345e-10 1.288e-09 1.375e-02 8.946e-05 6.763e-02 3.987e-01 4.855e-10 +74 TP 14 6.965e-03 2.010e-09 6.913e-03 1.554e-01 9.195e-02 2.497e-09 1.023e-10 2.710e-02 2.824e-01 1.335e-01 2.343e-11 5.268e-10 7.292e-10 2.958e-01 +75 IP 1 1.654e-01 +75 IP 2 1.543e-07 +75 IP 3 2.895e-02 +75 IP 4 5.986e-03 +75 IP 5 7.790e-09 +75 IP 6 4.120e-02 +75 IP 7 7.897e-02 +75 IP 8 3.531e-08 +75 IP 9 1.044e-01 +75 IP 10 1.257e-08 +75 IP 11 3.298e-01 +75 IP 12 2.067e-02 +75 IP 13 4.307e-02 +75 IP 14 9.833e-02 +75 IP 15 1.526e-03 +75 IP 16 8.177e-02 +75 EP 1 5.537e-11 5.823e-09 4.204e-02 4.312e-02 3.951e-02 6.245e-02 7.062e-02 6.877e-02 7.661e-02 7.649e-02 8.129e-02 7.282e-02 6.796e-02 6.557e-02 5.062e-02 4.235e-02 3.687e-02 2.941e-02 2.013e-02 1.494e-02 1.365e-02 9.149e-03 4.818e-03 3.310e-03 3.107e-03 2.528e-03 5.592e-04 4.813e-04 4.124e-04 1.305e-04 1.651e-04 1.334e-04 8.402e-11 1.015e-10 7.243e-11 6.400e-11 6.874e-11 7.894e-11 5.809e-11 5.942e-11 5.578e-11 5.574e-11 5.590e-11 5.558e-11 5.537e-11 5.538e-11 5.544e-11 5.656e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 5.537e-11 +75 EP 2 6.817e-11 5.857e-10 2.556e-02 9.882e-02 1.020e-01 1.146e-01 1.043e-01 9.667e-02 8.909e-02 7.668e-02 5.916e-02 5.015e-02 4.005e-02 2.850e-02 2.503e-02 2.531e-02 1.539e-02 1.508e-02 9.833e-03 5.897e-03 6.704e-03 5.065e-03 3.667e-03 9.867e-04 6.346e-04 1.522e-09 5.595e-10 5.979e-04 1.878e-09 1.585e-04 2.037e-10 7.834e-10 1.213e-10 6.249e-10 8.261e-11 8.256e-11 7.984e-11 9.426e-11 7.496e-11 8.308e-11 7.009e-11 6.915e-11 6.904e-11 6.993e-11 6.856e-11 6.822e-11 6.820e-11 6.868e-11 6.828e-11 6.817e-11 6.817e-11 6.817e-11 6.819e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 6.817e-11 +75 EP 3 2.819e-11 1.750e-10 1.687e-07 3.030e-04 3.563e-09 7.154e-03 1.684e-09 3.688e-09 2.226e-03 1.128e-02 1.741e-02 1.350e-02 1.012e-02 1.553e-08 3.699e-07 5.386e-09 4.428e-09 7.573e-03 1.766e-02 4.642e-02 7.755e-02 1.010e-01 1.189e-01 1.277e-01 1.194e-01 9.167e-02 7.601e-02 5.797e-02 3.471e-02 2.466e-02 1.722e-02 7.680e-03 4.262e-03 3.771e-03 1.342e-03 9.798e-04 1.405e-03 4.234e-06 7.512e-10 2.480e-09 2.316e-10 1.079e-04 8.437e-11 1.330e-10 1.667e-10 9.911e-11 4.878e-11 6.394e-11 3.144e-11 5.744e-11 3.005e-11 3.028e-11 3.114e-11 2.936e-11 2.858e-11 3.434e-11 2.826e-11 2.834e-11 2.823e-11 3.680e-11 2.819e-11 3.095e-11 2.820e-11 2.823e-11 2.819e-11 2.819e-11 2.821e-11 2.819e-11 2.819e-11 +75 EP 4 3.500e-11 6.790e-11 3.180e-04 8.094e-03 8.822e-03 1.044e-02 5.119e-03 3.722e-03 7.540e-03 9.010e-03 8.419e-03 1.681e-02 1.049e-02 1.669e-02 2.296e-02 1.911e-02 2.399e-02 2.194e-02 2.819e-02 2.793e-02 3.138e-02 3.354e-02 3.381e-02 4.721e-02 5.352e-02 5.780e-02 5.561e-02 6.968e-02 6.284e-02 5.980e-02 5.586e-02 4.357e-02 3.953e-02 2.984e-02 2.707e-02 1.461e-02 1.306e-02 8.203e-03 7.049e-03 3.946e-03 2.173e-03 2.735e-04 4.708e-06 1.137e-08 3.716e-10 1.460e-10 1.735e-10 1.223e-10 8.448e-11 9.963e-11 6.799e-11 6.229e-11 8.661e-11 8.942e-11 5.460e-11 7.198e-11 3.835e-11 4.385e-11 4.478e-11 5.249e-11 3.700e-11 4.312e-10 4.444e-11 4.102e-11 3.500e-11 3.500e-11 3.644e-11 3.500e-11 3.500e-11 +75 EP 5 7.659e-11 1.054e-10 1.834e-03 2.217e-03 4.596e-06 5.195e-03 3.114e-03 4.851e-03 1.563e-03 2.050e-03 2.789e-03 6.489e-09 1.236e-03 7.914e-04 2.795e-03 1.884e-09 3.762e-09 1.665e-03 2.717e-03 3.069e-07 4.378e-03 6.445e-03 7.847e-03 5.891e-03 9.695e-03 1.146e-02 1.748e-02 1.237e-02 1.801e-02 2.948e-02 2.955e-02 4.569e-02 4.749e-02 6.199e-02 6.792e-02 7.310e-02 7.129e-02 6.744e-02 5.843e-02 5.755e-02 5.271e-02 4.742e-02 3.552e-02 2.942e-02 2.356e-02 1.914e-02 1.432e-02 1.085e-02 7.506e-03 5.842e-03 6.281e-03 3.217e-03 2.374e-03 1.149e-03 1.302e-03 9.191e-04 6.127e-04 5.361e-04 3.830e-04 1.093e-10 1.532e-04 1.532e-04 7.659e-05 7.659e-05 7.659e-11 7.659e-11 7.659e-05 7.659e-11 7.659e-05 +75 EP 6 1.563e-11 2.344e-10 2.411e-09 1.661e-03 1.072e-06 1.668e-09 2.700e-06 1.998e-03 1.106e-02 1.481e-03 1.509e-03 1.233e-02 3.114e-02 6.321e-02 8.644e-02 1.096e-01 1.284e-01 1.354e-01 1.283e-01 1.087e-01 7.895e-02 5.064e-02 2.551e-02 1.613e-02 2.606e-03 2.302e-03 5.974e-10 1.268e-09 3.513e-05 7.024e-06 1.955e-08 1.342e-03 9.175e-04 3.523e-09 2.967e-04 2.227e-05 1.073e-07 3.091e-10 3.866e-10 6.256e-06 5.315e-11 4.693e-11 3.217e-11 4.149e-11 2.492e-11 6.490e-11 2.091e-11 4.036e-11 1.675e-11 2.483e-11 1.606e-11 1.623e-11 1.616e-11 1.597e-11 1.567e-11 1.600e-11 1.564e-11 1.565e-11 1.564e-11 1.743e-11 1.563e-11 1.656e-11 1.563e-11 1.564e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 1.563e-11 +75 EP 7 7.588e-12 9.430e-10 2.280e-02 2.024e-09 1.887e-03 8.243e-02 1.561e-01 2.027e-01 1.913e-01 1.533e-01 1.002e-01 3.788e-02 2.211e-02 1.231e-02 6.830e-04 4.084e-03 1.248e-03 6.403e-04 6.650e-03 3.518e-05 1.312e-08 1.698e-03 1.679e-03 1.608e-09 2.049e-04 3.778e-10 3.372e-10 3.041e-10 1.622e-10 2.490e-10 7.648e-11 1.392e-10 5.671e-11 2.794e-11 2.102e-10 5.212e-11 8.730e-11 7.367e-11 3.969e-11 1.166e-10 1.476e-11 1.245e-11 1.113e-11 1.054e-11 9.154e-12 2.027e-11 8.313e-12 1.651e-11 7.750e-12 8.032e-12 7.620e-12 7.619e-12 7.639e-12 7.611e-12 7.591e-12 7.626e-12 7.588e-12 7.589e-12 7.588e-12 7.719e-12 7.588e-12 7.636e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 7.588e-12 +75 EP 8 2.142e-11 8.194e-11 7.010e-09 6.424e-06 5.801e-03 1.051e-03 2.339e-05 5.882e-09 2.289e-05 8.918e-09 6.900e-03 8.983e-03 3.295e-02 3.376e-02 5.160e-02 7.284e-02 8.651e-02 9.381e-02 8.845e-02 9.253e-02 8.525e-02 7.917e-02 7.557e-02 6.193e-02 4.448e-02 3.591e-02 2.342e-02 1.330e-02 4.310e-03 1.541e-05 7.224e-06 2.237e-05 2.981e-09 9.861e-04 7.343e-10 1.580e-09 6.331e-10 6.120e-10 3.266e-04 3.792e-10 2.807e-10 1.483e-10 1.960e-10 1.621e-09 7.571e-11 2.312e-10 6.509e-11 7.691e-11 4.936e-11 3.708e-05 2.858e-11 3.466e-11 3.721e-11 2.958e-11 2.601e-11 3.560e-11 2.345e-11 2.337e-11 2.432e-11 2.142e-05 2.308e-11 1.103e-10 2.672e-11 2.267e-11 2.142e-11 2.142e-11 2.236e-11 2.142e-11 2.176e-11 +75 EP 9 5.110e-12 6.165e-06 9.210e-02 2.410e-01 2.891e-01 1.928e-01 1.091e-01 4.997e-02 1.551e-02 3.632e-03 1.088e-09 9.897e-04 4.109e-08 6.127e-06 7.653e-10 2.754e-05 3.297e-04 8.199e-04 5.522e-04 2.698e-03 1.184e-03 1.338e-06 4.766e-06 9.061e-09 6.109e-05 9.710e-11 2.241e-10 4.084e-05 2.595e-10 1.226e-10 3.515e-11 7.900e-11 2.769e-11 1.266e-11 3.235e-11 2.242e-11 3.797e-11 2.170e-11 5.667e-06 1.032e-10 7.656e-12 7.455e-12 6.808e-12 6.596e-12 6.055e-12 1.097e-11 5.506e-12 7.521e-12 5.188e-12 5.273e-12 5.123e-12 5.122e-12 5.125e-12 5.120e-12 5.111e-12 5.123e-12 5.110e-12 5.110e-12 5.110e-12 5.163e-12 5.110e-12 5.130e-12 5.110e-12 5.110e-12 5.110e-12 5.110e-12 5.110e-12 5.110e-12 5.110e-12 +75 EP 10 3.766e-11 8.353e-11 6.613e-10 3.357e-08 9.687e-04 3.222e-03 1.242e-09 2.576e-09 1.515e-03 1.924e-09 1.566e-09 1.131e-09 2.861e-09 1.315e-07 3.753e-03 1.181e-09 3.441e-07 6.619e-03 5.880e-03 9.718e-03 7.897e-03 1.338e-02 2.091e-02 3.470e-02 4.787e-02 6.116e-02 8.121e-02 8.753e-02 1.024e-01 9.817e-02 9.233e-02 7.393e-02 6.685e-02 5.077e-02 3.889e-02 2.833e-02 1.919e-02 1.650e-02 1.048e-02 6.147e-03 4.168e-03 1.462e-03 2.302e-03 1.278e-03 3.901e-04 7.644e-10 1.109e-10 7.009e-05 7.950e-11 3.508e-10 6.059e-11 7.012e-11 7.481e-11 5.024e-11 4.555e-11 5.146e-11 4.391e-11 4.670e-11 4.325e-11 5.535e-11 4.257e-11 5.840e-11 3.959e-11 4.601e-11 3.766e-11 3.766e-11 4.152e-11 3.766e-11 3.878e-11 +75 EP 11 1.057e-11 1.657e-01 2.189e-01 1.838e-01 1.367e-01 9.619e-02 6.876e-02 4.679e-02 3.104e-02 2.018e-02 1.302e-02 8.741e-03 5.460e-03 2.616e-03 1.418e-03 2.969e-04 3.327e-04 1.855e-10 6.504e-11 5.905e-11 9.690e-11 2.742e-05 4.203e-11 3.162e-11 5.556e-11 5.439e-11 3.519e-11 2.741e-11 2.116e-11 2.333e-11 3.315e-11 1.664e-11 1.253e-10 1.204e-11 1.180e-11 1.093e-11 1.119e-11 1.150e-11 1.094e-11 1.098e-11 1.060e-11 1.058e-11 1.059e-11 1.058e-11 1.057e-11 1.058e-11 1.057e-11 1.062e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 1.057e-11 +75 EP 12 1.064e-11 6.173e-10 4.885e-02 1.919e-02 3.488e-08 2.090e-09 1.757e-09 2.531e-07 3.128e-02 7.779e-02 1.182e-01 1.675e-01 1.541e-01 1.287e-01 1.099e-01 7.298e-02 4.505e-02 2.621e-02 1.828e-04 4.519e-07 5.199e-09 1.123e-09 3.406e-09 6.002e-10 8.307e-10 3.861e-10 4.925e-10 4.171e-08 4.097e-10 1.215e-09 1.974e-10 3.305e-10 1.820e-10 5.260e-11 1.951e-10 1.410e-10 1.253e-10 1.315e-10 7.979e-11 2.882e-10 2.282e-11 1.958e-11 1.760e-11 1.619e-11 1.359e-11 1.201e-05 1.250e-11 5.405e-06 1.094e-11 1.154e-11 1.072e-11 1.072e-11 1.074e-11 1.070e-11 1.064e-11 1.072e-11 1.064e-11 1.064e-11 1.064e-11 1.107e-11 1.064e-11 1.076e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 1.064e-11 +75 EP 13 1.863e-11 2.552e-02 1.310e-01 1.814e-01 1.681e-01 1.576e-01 1.228e-01 8.457e-02 4.944e-02 2.555e-02 3.379e-03 2.343e-05 1.282e-07 1.899e-04 2.082e-03 4.074e-03 7.219e-03 1.161e-02 8.769e-03 1.242e-05 4.344e-03 4.377e-03 2.449e-09 1.352e-03 2.739e-03 1.863e-03 5.049e-09 7.524e-10 2.533e-04 8.769e-04 6.429e-04 1.608e-07 3.697e-10 7.295e-10 3.237e-10 1.986e-07 1.917e-04 2.354e-10 2.134e-08 1.034e-10 9.297e-11 1.641e-05 7.899e-11 1.014e-09 3.338e-11 1.026e-10 3.485e-11 3.110e-11 2.683e-11 8.203e-11 2.031e-11 2.055e-11 2.116e-11 2.039e-11 1.917e-11 2.186e-11 1.885e-11 1.884e-11 1.890e-11 2.735e-11 1.868e-11 2.401e-11 1.890e-11 1.878e-11 1.863e-11 1.863e-11 1.869e-11 1.863e-11 1.863e-11 +75 EP 14 1.273e-11 3.925e-01 4.207e-01 1.837e-01 3.045e-06 2.249e-09 2.767e-04 1.148e-06 2.842e-06 6.352e-09 2.513e-08 1.459e-03 9.392e-10 1.973e-07 9.240e-10 2.037e-09 9.259e-04 7.478e-10 5.726e-10 7.565e-10 8.093e-10 3.074e-05 6.424e-10 2.480e-04 2.779e-10 1.012e-10 4.227e-05 4.130e-10 8.563e-05 3.731e-05 5.753e-11 1.066e-10 4.936e-11 2.252e-11 4.161e-11 3.189e-11 1.020e-10 3.030e-11 2.835e-10 2.790e-05 1.516e-11 1.543e-11 1.446e-11 1.460e-11 1.402e-11 7.217e-11 1.324e-11 1.509e-11 1.280e-11 1.306e-11 1.274e-11 1.274e-11 1.274e-11 1.274e-11 1.273e-11 1.274e-11 1.273e-11 1.273e-11 1.273e-11 1.275e-11 1.273e-11 1.274e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 1.273e-11 +75 EP 15 1.962e-11 1.517e-10 1.196e-09 4.691e-09 1.501e-07 5.962e-05 4.141e-02 7.525e-02 1.035e-01 1.321e-01 1.398e-01 1.382e-01 1.103e-01 9.849e-02 6.763e-02 3.704e-02 2.108e-02 1.818e-07 6.834e-09 3.218e-07 1.271e-09 2.127e-09 1.177e-09 3.756e-07 3.881e-04 2.248e-03 5.617e-03 4.903e-03 6.105e-03 5.726e-03 4.217e-03 3.841e-03 6.794e-04 2.447e-09 5.459e-04 8.265e-04 2.357e-10 4.922e-10 4.025e-10 1.418e-10 3.464e-10 1.886e-10 1.437e-10 1.315e-09 3.736e-11 1.789e-10 4.640e-11 4.514e-11 2.864e-11 6.215e-11 2.259e-11 2.305e-11 2.462e-11 2.356e-11 2.079e-11 2.526e-11 2.017e-11 2.018e-11 2.059e-11 2.799e-11 1.985e-11 2.992e-11 2.065e-11 2.002e-11 1.962e-11 1.962e-11 1.983e-11 1.962e-11 1.964e-11 +75 EP 16 1.841e-11 1.640e-10 4.755e-03 1.758e-02 2.081e-02 2.761e-02 3.862e-02 4.453e-02 4.727e-02 4.496e-02 5.087e-02 4.451e-02 5.036e-02 5.275e-02 5.188e-02 5.407e-02 5.555e-02 5.116e-02 5.413e-02 4.857e-02 4.267e-02 3.894e-02 3.541e-02 2.601e-02 2.345e-02 2.065e-02 1.649e-02 8.642e-03 9.594e-03 5.804e-03 3.200e-03 2.647e-03 2.150e-03 1.492e-03 1.151e-03 9.127e-04 4.326e-04 3.450e-04 1.041e-06 1.575e-10 1.652e-06 2.734e-05 5.126e-11 6.713e-10 2.475e-11 4.545e-11 2.901e-11 5.176e-11 2.452e-11 1.997e-11 1.932e-11 1.905e-11 1.939e-11 1.916e-11 1.848e-11 1.946e-11 1.841e-11 1.841e-11 1.841e-11 2.217e-11 1.841e-11 1.978e-11 1.841e-11 1.841e-11 1.841e-11 1.841e-11 1.841e-11 1.841e-11 1.841e-11 +75 TP 1 1.883e-01 1.647e-01 7.682e-09 1.684e-06 9.041e-09 3.251e-09 4.626e-09 1.680e-09 4.110e-02 1.079e-09 6.005e-01 3.278e-09 1.664e-09 4.174e-03 7.179e-09 1.245e-03 +75 TP 2 9.979e-01 5.075e-09 2.336e-09 2.100e-09 1.203e-03 8.232e-04 1.203e-08 2.340e-09 1.205e-08 7.235e-10 9.253e-09 1.732e-08 1.660e-09 4.591e-05 2.609e-08 5.226e-09 +75 TP 3 2.707e-09 3.759e-10 2.317e-01 2.919e-02 8.885e-10 5.551e-02 1.364e-01 1.470e-02 1.437e-01 2.951e-09 2.363e-09 1.251e-01 9.733e-02 3.200e-02 6.303e-02 7.139e-02 +75 TP 4 6.419e-10 1.981e-10 1.244e-01 4.977e-03 7.685e-02 1.080e-02 4.555e-06 1.359e-01 1.180e-07 6.042e-01 2.616e-10 9.378e-06 5.244e-04 4.973e-10 4.229e-02 7.588e-10 +75 TP 5 3.118e-10 2.050e-10 6.462e-04 1.905e-09 4.480e-01 1.418e-03 1.003e-09 1.889e-01 6.314e-10 3.279e-01 1.455e-10 1.224e-09 1.704e-04 2.845e-10 3.301e-02 5.833e-10 +75 TP 6 2.336e-09 3.797e-10 2.346e-02 2.251e-02 4.696e-09 1.940e-01 1.616e-01 5.244e-04 2.266e-01 5.040e-08 4.177e-05 8.910e-02 5.619e-02 6.263e-02 4.619e-02 1.171e-01 +75 TP 7 7.576e-10 5.531e-10 3.821e-03 7.572e-03 3.252e-10 4.463e-02 3.254e-01 2.204e-06 2.789e-01 3.548e-10 1.227e-03 1.533e-01 5.333e-10 1.047e-01 5.811e-03 7.464e-02 +75 TP 8 3.016e-10 2.802e-10 1.740e-03 1.590e-01 5.966e-02 1.252e-02 2.760e-07 4.124e-01 2.776e-09 1.193e-07 5.521e-10 3.437e-04 1.718e-01 6.259e-09 1.821e-01 4.991e-04 +75 TP 9 2.887e-10 3.657e-03 7.817e-03 4.205e-03 5.222e-11 3.777e-02 2.161e-01 1.045e-04 4.023e-01 3.674e-09 4.616e-03 1.259e-01 1.403e-10 1.349e-01 4.353e-10 6.261e-02 +75 TP 10 1.541e-07 1.559e-09 3.454e-02 1.364e-01 3.588e-02 7.168e-02 2.586e-02 2.022e-01 1.254e-02 1.346e-01 1.845e-10 1.918e-02 1.378e-01 1.254e-03 1.881e-01 2.623e-09 +75 TP 11 6.089e-10 1.131e-01 1.834e-10 3.143e-10 4.388e-11 8.912e-04 3.052e-03 2.877e-10 7.298e-03 7.872e-11 8.712e-01 2.571e-03 3.294e-10 1.424e-03 2.197e-07 4.510e-04 +75 TP 12 5.398e-10 2.678e-10 1.513e-03 1.256e-02 2.386e-10 8.899e-02 1.495e-01 7.578e-05 2.604e-01 1.476e-09 1.368e-09 2.881e-01 1.187e-02 9.513e-02 8.821e-03 8.304e-02 +75 TP 13 2.703e-10 3.287e-10 1.358e-04 9.505e-02 6.700e-03 2.741e-09 1.314e-09 1.259e-01 4.089e-09 3.412e-07 8.279e-10 8.555e-10 4.358e-01 5.544e-09 1.981e-01 1.383e-01 +75 TP 14 4.141e-10 3.660e-03 3.844e-10 5.584e-10 6.284e-11 3.359e-05 1.404e-01 1.976e-03 4.378e-01 1.112e-10 3.226e-03 6.658e-02 2.152e-08 3.058e-01 3.008e-09 4.046e-02 +75 TP 15 3.924e-10 2.317e-10 4.383e-05 1.336e-01 1.758e-02 2.982e-09 2.800e-02 1.613e-01 1.527e-07 6.988e-07 3.786e-10 2.145e-02 2.046e-01 3.354e-10 3.607e-01 7.275e-02 +75 TP 16 6.886e-10 2.270e-10 3.498e-01 4.534e-09 4.246e-10 4.612e-01 7.277e-02 2.110e-05 3.895e-09 2.638e-02 4.782e-10 8.940e-02 2.244e-09 4.891e-10 5.153e-04 2.911e-09 +76 IP 1 5.367e-08 +76 IP 2 2.104e-01 +76 IP 3 4.265e-08 +76 IP 4 1.941e-01 +76 IP 5 1.699e-02 +76 IP 6 3.270e-02 +76 IP 7 1.562e-02 +76 IP 8 1.721e-01 +76 IP 9 2.914e-02 +76 IP 10 1.389e-07 +76 IP 11 3.912e-08 +76 IP 12 6.969e-02 +76 IP 13 6.926e-09 +76 IP 14 4.199e-02 +76 IP 15 1.233e-01 +76 IP 16 9.399e-02 +76 EP 1 1.985e-11 1.250e-10 9.621e-03 2.124e-02 1.251e-02 1.359e-06 9.866e-03 5.819e-08 1.756e-08 1.136e-02 1.069e-02 3.722e-08 2.985e-09 2.012e-09 2.158e-09 3.874e-03 3.695e-02 8.891e-02 1.069e-01 1.185e-01 1.376e-01 1.312e-01 1.125e-01 8.409e-02 5.744e-02 2.998e-02 1.685e-02 7.441e-05 1.293e-08 8.553e-10 1.825e-09 5.956e-10 5.792e-10 6.805e-10 3.972e-10 3.678e-10 3.676e-10 1.997e-10 1.276e-10 2.579e-10 3.102e-10 1.424e-10 1.435e-10 1.674e-10 6.831e-11 8.155e-11 1.312e-10 7.487e-11 3.566e-11 4.096e-11 3.318e-11 2.767e-11 2.925e-11 2.307e-11 3.465e-11 2.080e-11 2.082e-11 2.016e-11 2.018e-11 2.250e-11 2.124e-11 1.985e-11 1.987e-11 +76 EP 2 1.175e-11 4.075e-01 3.448e-01 1.799e-01 5.618e-02 4.590e-08 1.807e-09 1.298e-09 1.663e-09 1.418e-09 5.583e-03 3.321e-03 1.360e-09 2.268e-03 3.799e-05 2.764e-04 4.423e-10 1.113e-09 4.887e-10 2.770e-10 2.844e-10 2.601e-10 2.055e-10 5.148e-05 1.830e-07 5.940e-11 1.223e-10 3.021e-10 4.229e-10 1.791e-05 4.140e-11 3.126e-11 4.480e-11 2.756e-11 2.841e-11 1.601e-11 1.821e-11 1.658e-11 1.353e-11 1.522e-11 4.762e-10 1.467e-11 1.343e-11 1.204e-11 1.213e-11 1.184e-11 1.257e-11 1.190e-11 1.176e-11 1.187e-11 1.178e-11 1.176e-11 1.176e-11 1.175e-11 1.175e-11 1.175e-11 1.175e-11 1.175e-11 1.175e-11 1.175e-11 1.175e-11 1.175e-11 1.175e-11 +76 EP 3 1.632e-10 2.585e-10 1.903e-09 2.088e-09 1.698e-09 1.630e-09 3.492e-09 1.560e-09 2.210e-09 2.114e-09 3.880e-03 2.261e-09 2.438e-09 2.079e-09 2.527e-03 4.482e-03 7.847e-08 3.393e-09 5.545e-08 5.047e-09 9.662e-09 1.109e-03 4.862e-06 1.022e-02 4.265e-08 1.332e-02 1.707e-08 6.804e-09 1.740e-08 4.621e-09 2.750e-09 3.686e-09 1.402e-02 1.094e-03 1.998e-02 5.628e-02 7.765e-02 8.135e-02 9.761e-02 9.243e-02 9.566e-02 8.289e-02 6.894e-02 5.623e-02 5.484e-02 4.096e-02 3.045e-02 2.153e-02 1.730e-02 1.556e-02 1.126e-02 1.012e-02 6.202e-03 4.081e-03 2.122e-03 2.612e-03 8.161e-04 9.793e-04 4.897e-04 6.529e-04 1.632e-04 1.632e-10 1.632e-04 +76 EP 4 6.608e-11 1.934e-01 2.223e-01 1.871e-01 1.310e-01 8.693e-02 6.070e-02 4.098e-02 2.600e-02 1.685e-02 1.194e-02 8.439e-03 5.572e-03 2.852e-03 1.690e-03 1.342e-03 3.576e-04 8.519e-04 3.683e-04 7.391e-04 3.244e-04 1.559e-10 8.096e-11 1.449e-04 6.870e-05 8.136e-11 7.248e-11 6.998e-11 2.271e-10 1.566e-07 6.753e-11 6.707e-11 6.674e-11 6.677e-11 6.659e-11 6.619e-11 6.625e-11 6.643e-11 6.612e-11 6.615e-11 7.095e-11 6.615e-11 6.609e-11 6.608e-11 6.608e-11 6.608e-11 6.610e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 6.608e-11 +76 EP 5 2.234e-11 5.326e-11 4.222e-03 2.308e-03 4.105e-03 5.179e-03 5.011e-03 5.769e-03 7.469e-03 7.176e-03 6.311e-03 8.729e-03 7.825e-03 8.683e-03 7.457e-03 9.801e-03 1.127e-02 1.451e-02 1.927e-02 2.315e-02 2.166e-02 2.635e-02 2.589e-02 2.407e-02 3.449e-02 3.213e-02 4.420e-02 4.990e-02 5.484e-02 6.583e-02 6.564e-02 6.992e-02 6.217e-02 6.317e-02 5.509e-02 4.421e-02 3.158e-02 2.451e-02 1.502e-02 1.354e-02 6.748e-03 4.950e-03 3.753e-03 2.080e-03 4.996e-10 2.652e-09 7.175e-10 4.695e-10 7.967e-11 3.112e-10 9.259e-11 7.244e-11 5.115e-11 5.390e-11 5.620e-11 4.191e-11 3.189e-11 2.540e-11 2.947e-11 3.618e-11 2.857e-11 2.234e-11 2.363e-11 +76 EP 6 1.632e-11 9.199e-11 5.997e-03 1.641e-02 2.781e-02 1.336e-02 1.721e-04 2.600e-02 7.366e-09 1.614e-07 3.950e-03 3.410e-02 9.189e-02 1.217e-01 1.538e-01 1.620e-01 1.300e-01 8.255e-02 5.323e-02 3.550e-02 8.319e-03 4.741e-03 1.513e-03 3.515e-08 7.590e-09 2.080e-03 1.794e-03 9.860e-03 7.334e-03 5.916e-03 1.318e-05 1.010e-09 3.266e-10 8.360e-10 2.614e-10 1.910e-10 1.804e-10 1.498e-10 1.132e-10 2.284e-10 9.634e-11 8.367e-11 2.154e-10 6.364e-11 3.682e-11 7.128e-11 1.897e-10 5.034e-11 2.382e-11 3.882e-11 4.125e-11 2.158e-11 2.051e-11 1.937e-11 1.948e-11 1.731e-11 1.732e-11 1.647e-11 1.649e-11 1.776e-11 1.721e-11 1.632e-11 1.634e-11 +76 EP 7 3.238e-11 9.634e-11 4.163e-03 1.440e-02 1.054e-02 5.451e-03 6.779e-03 3.472e-03 1.189e-02 1.043e-02 1.434e-02 1.838e-02 1.658e-02 1.324e-02 1.596e-02 2.288e-02 2.305e-02 2.634e-02 3.307e-02 3.716e-02 4.479e-02 4.555e-02 5.492e-02 6.463e-02 7.236e-02 6.859e-02 6.890e-02 6.293e-02 5.680e-02 4.410e-02 3.616e-02 2.719e-02 2.174e-02 1.553e-02 8.916e-03 5.112e-03 5.854e-03 3.650e-03 2.998e-03 1.034e-03 1.307e-09 1.969e-06 2.239e-05 4.513e-05 1.785e-10 8.471e-07 8.046e-11 3.974e-10 1.027e-10 5.454e-05 6.467e-11 7.148e-11 4.434e-11 5.729e-11 6.388e-11 3.631e-11 3.711e-11 3.315e-11 3.258e-11 4.168e-11 3.753e-11 3.238e-11 3.238e-11 +76 EP 8 1.367e-11 2.249e-10 1.335e-02 2.893e-03 1.081e-02 1.379e-02 1.868e-02 2.034e-02 2.523e-02 3.089e-02 3.322e-02 4.823e-02 5.903e-02 7.215e-02 7.655e-02 8.041e-02 7.878e-02 8.028e-02 7.311e-02 6.403e-02 5.595e-02 4.523e-02 3.259e-02 2.600e-02 1.554e-02 1.053e-02 6.213e-03 3.283e-03 2.200e-03 2.999e-04 1.467e-05 4.836e-10 1.846e-04 1.978e-04 1.249e-10 5.106e-10 7.053e-11 9.946e-11 4.023e-11 5.204e-11 5.621e-11 5.093e-11 3.043e-11 2.288e-11 1.924e-11 1.641e-11 4.523e-11 1.713e-11 1.512e-11 1.443e-11 1.457e-11 1.432e-11 1.455e-11 1.379e-11 1.409e-11 1.370e-11 1.367e-11 1.367e-11 1.367e-11 1.368e-11 1.367e-11 1.367e-11 1.367e-11 +76 EP 9 1.506e-11 1.343e-10 2.812e-02 5.495e-02 4.479e-03 1.846e-09 3.289e-09 7.577e-05 1.147e-01 1.697e-01 2.087e-01 1.899e-01 1.177e-01 6.879e-02 2.716e-02 1.815e-07 1.721e-09 1.878e-07 4.252e-09 2.973e-09 2.591e-09 2.192e-08 3.514e-06 1.340e-03 3.542e-03 6.735e-03 3.647e-03 1.054e-09 4.810e-04 1.338e-08 7.092e-07 5.571e-10 4.001e-10 4.919e-10 2.927e-10 1.159e-10 1.263e-10 8.791e-11 5.074e-11 9.931e-11 8.277e-11 4.811e-11 9.735e-11 4.120e-11 2.550e-11 3.411e-11 1.442e-10 1.626e-05 1.913e-11 2.571e-11 1.927e-11 1.887e-11 1.669e-11 1.714e-11 1.622e-11 1.543e-11 1.522e-11 1.508e-11 1.508e-11 1.554e-11 1.517e-11 1.506e-11 1.506e-11 +76 EP 10 1.702e-11 1.367e-10 1.104e-02 3.544e-02 3.829e-02 4.045e-02 4.198e-02 5.040e-02 5.088e-02 5.675e-02 5.951e-02 6.186e-02 6.285e-02 6.447e-02 5.883e-02 5.734e-02 5.314e-02 4.679e-02 4.333e-02 3.554e-02 3.062e-02 2.426e-02 1.992e-02 1.586e-02 1.178e-02 8.387e-03 5.657e-03 5.717e-03 2.961e-03 2.504e-03 1.322e-03 1.270e-03 3.485e-04 4.123e-04 7.784e-05 1.726e-10 9.675e-11 7.591e-11 4.032e-11 1.892e-10 4.528e-07 1.563e-05 1.396e-08 3.004e-11 4.611e-11 2.388e-11 3.461e-11 2.577e-11 1.874e-11 2.503e-11 2.059e-11 1.937e-11 1.787e-11 1.738e-11 1.768e-11 1.703e-11 1.702e-11 1.702e-11 1.702e-11 1.703e-11 1.702e-11 1.702e-11 1.702e-11 +76 EP 11 3.002e-11 1.431e-10 1.035e-09 1.075e-09 1.080e-09 2.675e-09 2.236e-09 3.977e-08 4.437e-09 3.874e-09 1.454e-08 3.214e-09 3.183e-05 2.769e-06 7.604e-04 4.636e-03 7.935e-03 2.710e-05 1.017e-02 2.556e-02 4.204e-02 4.679e-02 7.138e-02 8.908e-02 1.007e-01 1.192e-01 1.076e-01 9.980e-02 8.122e-02 6.261e-02 5.001e-02 3.237e-02 2.322e-02 1.104e-02 6.336e-03 3.647e-03 1.385e-03 1.554e-03 1.382e-06 2.212e-08 7.221e-04 8.004e-05 1.448e-10 3.512e-09 2.722e-10 1.457e-10 7.271e-05 7.722e-11 6.591e-11 6.466e-11 4.669e-11 3.956e-11 3.863e-11 3.316e-11 4.056e-11 3.225e-11 3.007e-11 3.002e-11 3.089e-11 3.098e-11 3.002e-11 3.002e-11 3.002e-11 +76 EP 12 1.292e-11 2.557e-10 1.681e-09 1.268e-07 8.228e-02 1.988e-01 2.509e-01 2.341e-01 1.368e-01 7.239e-02 2.050e-02 5.338e-04 6.229e-09 2.958e-09 8.989e-09 5.091e-06 1.553e-06 7.406e-08 3.262e-09 2.466e-09 1.192e-03 8.402e-10 1.707e-09 7.991e-10 8.592e-07 6.648e-06 1.186e-03 6.707e-04 2.156e-05 1.275e-04 5.078e-04 4.112e-10 1.492e-09 4.028e-10 2.882e-10 9.549e-11 1.102e-10 5.048e-11 3.696e-11 5.848e-11 4.350e-11 4.301e-11 4.455e-11 3.140e-11 1.861e-11 2.384e-11 2.819e-11 3.048e-11 1.521e-11 1.857e-11 1.540e-11 1.441e-11 1.381e-11 1.428e-11 1.367e-11 1.308e-11 1.301e-11 1.294e-11 1.293e-11 1.317e-11 1.300e-11 1.292e-11 1.292e-11 +76 EP 13 3.068e-09 3.080e-09 3.155e-09 3.097e-09 3.097e-09 3.090e-09 3.107e-09 3.089e-09 3.221e-09 6.188e-03 1.914e-02 7.109e-03 4.695e-02 9.099e-02 1.786e-01 2.076e-01 2.233e-01 8.879e-02 9.955e-02 2.856e-02 3.376e-09 3.201e-03 3.097e-09 3.142e-09 3.509e-09 3.120e-09 3.411e-09 3.080e-09 3.109e-09 3.096e-09 3.086e-09 3.079e-09 3.087e-09 3.090e-09 3.090e-09 3.098e-09 3.079e-09 3.108e-09 3.082e-09 3.078e-09 3.074e-09 3.088e-09 3.111e-09 3.075e-09 3.072e-09 3.074e-09 3.098e-09 3.070e-09 3.068e-09 3.505e-09 4.331e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 3.068e-09 +76 EP 14 1.468e-11 9.252e-02 2.620e-01 2.952e-01 2.232e-01 8.859e-02 1.824e-02 1.977e-04 1.044e-09 1.541e-09 4.171e-07 1.711e-05 2.132e-07 4.531e-08 6.833e-03 6.808e-03 6.277e-03 1.984e-05 1.288e-06 1.273e-09 2.495e-09 1.025e-09 6.392e-10 3.895e-10 1.674e-06 6.536e-10 8.312e-10 4.632e-09 2.945e-07 5.830e-10 4.441e-06 1.742e-10 1.713e-04 1.965e-10 4.387e-10 7.249e-11 8.030e-11 4.409e-11 2.885e-11 3.703e-11 2.955e-11 3.210e-11 4.329e-11 2.472e-11 1.745e-11 2.288e-11 2.145e-11 2.047e-11 1.589e-11 1.974e-11 1.659e-11 1.554e-11 1.519e-11 1.516e-11 1.500e-11 1.474e-11 1.470e-11 1.468e-11 1.468e-11 1.476e-11 1.469e-11 1.468e-11 1.468e-11 +76 EP 15 8.290e-12 1.209e-06 1.154e-06 5.023e-09 7.326e-05 9.151e-03 7.216e-02 1.193e-01 1.302e-01 1.234e-01 1.319e-01 1.084e-01 8.920e-02 6.573e-02 5.182e-02 3.843e-02 2.756e-02 1.737e-02 1.114e-02 4.033e-03 3.346e-06 1.226e-08 4.896e-09 6.860e-09 6.896e-10 2.007e-10 8.793e-10 2.013e-09 3.531e-10 2.497e-09 1.338e-10 5.714e-11 2.057e-10 6.334e-11 3.340e-11 1.764e-11 2.095e-11 1.619e-11 1.136e-11 1.540e-11 2.647e-11 1.492e-11 1.150e-11 9.062e-12 9.048e-12 8.576e-12 1.202e-11 9.107e-12 8.356e-12 8.511e-12 8.364e-12 8.367e-12 8.313e-12 8.306e-12 8.298e-12 8.291e-12 8.290e-12 8.290e-12 8.290e-12 8.290e-12 8.290e-12 8.290e-12 8.290e-12 +76 EP 16 4.680e-12 1.164e-08 1.332e-01 2.040e-01 2.118e-01 1.924e-01 1.225e-01 6.767e-02 3.949e-02 2.350e-02 6.162e-04 6.555e-07 1.033e-09 5.877e-10 4.601e-10 9.973e-06 5.880e-06 8.021e-04 4.583e-04 1.134e-03 1.266e-03 7.482e-04 2.571e-04 7.862e-09 1.265e-04 5.774e-11 2.206e-10 4.573e-05 6.073e-05 2.388e-08 3.288e-11 2.103e-11 3.682e-11 1.713e-11 1.707e-11 7.845e-12 9.700e-12 7.181e-12 6.053e-12 7.499e-12 3.651e-06 6.913e-12 6.087e-12 4.963e-12 5.142e-12 4.803e-12 5.680e-12 4.803e-12 4.703e-12 4.875e-12 4.717e-12 4.700e-12 4.698e-12 4.685e-12 4.685e-12 4.680e-12 4.680e-12 4.680e-12 4.680e-12 4.680e-12 4.680e-12 4.680e-12 4.680e-12 +76 TP 1 3.212e-01 4.082e-03 9.572e-03 3.817e-10 6.455e-02 1.297e-01 9.554e-02 1.593e-02 1.234e-01 1.644e-03 5.308e-09 1.379e-01 9.998e-05 8.375e-02 8.693e-03 3.882e-03 +76 TP 2 5.962e-04 3.332e-01 1.996e-05 2.982e-09 1.354e-04 3.684e-05 2.055e-10 5.674e-10 5.415e-03 4.176e-02 2.067e-10 2.463e-09 1.604e-11 2.027e-09 1.033e-01 5.156e-01 +76 TP 3 3.806e-02 3.553e-10 2.841e-01 1.819e-10 5.056e-01 3.990e-02 1.208e-09 1.312e-09 1.669e-03 6.278e-10 1.306e-01 9.268e-10 1.922e-10 8.640e-10 6.499e-10 4.256e-10 +76 TP 4 1.944e-10 1.052e-02 1.293e-10 9.819e-01 1.478e-10 1.078e-07 1.755e-10 4.321e-10 7.752e-10 8.796e-10 1.214e-10 3.944e-10 7.003e-11 6.103e-10 5.585e-03 1.986e-03 +76 TP 5 1.029e-01 4.182e-10 5.193e-02 4.273e-11 5.045e-01 1.370e-01 3.355e-09 1.055e-09 7.055e-02 3.015e-10 8.022e-02 4.570e-02 2.821e-11 7.191e-03 7.730e-10 3.888e-10 +76 TP 6 1.121e-01 9.895e-04 8.721e-03 1.000e-10 7.468e-02 3.294e-01 1.037e-01 1.688e-02 1.390e-01 1.127e-07 3.232e-09 1.324e-01 4.698e-11 8.214e-02 1.062e-08 2.207e-09 +76 TP 7 5.572e-02 3.882e-10 2.652e-02 1.497e-10 2.130e-01 2.513e-02 4.342e-09 7.768e-02 1.331e-02 6.663e-10 5.876e-01 4.970e-09 5.317e-11 1.355e-09 9.571e-04 2.421e-09 +76 TP 8 1.735e-02 5.237e-02 9.997e-11 4.894e-10 5.015e-10 2.751e-06 1.390e-02 1.927e-01 6.232e-02 1.321e-01 7.031e-03 6.555e-02 7.738e-11 9.830e-02 1.106e-01 2.477e-01 +76 TP 9 8.144e-02 9.914e-10 1.555e-03 1.164e-04 3.741e-02 1.389e-01 9.298e-02 2.883e-06 2.719e-01 6.679e-02 3.028e-09 1.496e-01 1.674e-05 1.089e-01 4.822e-02 2.068e-03 +76 TP 10 2.059e-02 5.093e-10 1.718e-10 7.784e-10 7.937e-10 1.198e-07 3.023e-09 8.823e-01 6.167e-09 4.812e-05 9.649e-02 1.180e-04 3.424e-11 5.670e-09 4.364e-04 5.413e-08 +76 TP 11 8.414e-02 4.261e-03 3.449e-06 1.039e-10 1.931e-09 1.664e-01 9.734e-02 5.778e-02 1.454e-01 1.625e-09 1.214e-01 1.543e-01 4.027e-11 1.017e-01 4.470e-02 2.253e-02 +76 TP 12 7.359e-02 5.253e-06 1.567e-03 7.438e-11 2.256e-02 9.271e-02 6.782e-02 1.016e-09 1.409e-01 8.031e-02 6.436e-03 3.081e-01 1.444e-11 1.453e-01 2.852e-02 3.225e-02 +76 TP 13 3.620e-09 3.436e-09 3.322e-09 3.357e-09 3.560e-09 6.099e-09 3.612e-09 4.600e-09 1.884e-02 4.403e-09 3.631e-09 4.020e-09 9.812e-01 3.455e-09 6.854e-09 3.642e-09 +76 TP 14 3.563e-02 1.584e-02 4.920e-10 1.820e-10 6.346e-03 5.732e-02 4.218e-02 1.246e-09 9.669e-02 1.309e-01 7.870e-04 2.079e-01 2.396e-11 3.864e-01 1.765e-09 2.003e-02 +76 TP 15 1.968e-09 1.414e-01 6.078e-11 1.099e-04 2.285e-10 8.455e-03 4.410e-03 6.170e-03 2.211e-02 7.433e-02 5.377e-10 1.962e-02 4.088e-11 2.625e-02 3.409e-01 3.562e-01 +76 TP 16 8.933e-03 1.602e-01 2.515e-11 1.103e-03 1.670e-10 2.427e-03 2.947e-03 1.329e-03 1.792e-05 7.920e-02 1.126e-09 1.735e-04 5.884e-12 2.243e-10 2.581e-01 4.856e-01 +77 IP 1 7.047e-02 +77 IP 2 1.355e-01 +77 IP 3 1.016e-08 +77 IP 4 8.204e-09 +77 IP 5 2.508e-02 +77 IP 6 2.191e-08 +77 IP 7 1.019e-02 +77 IP 8 4.250e-02 +77 IP 9 1.476e-08 +77 IP 10 1.893e-01 +77 IP 11 2.494e-01 +77 IP 12 1.522e-01 +77 IP 13 1.460e-07 +77 IP 14 9.413e-08 +77 IP 15 4.134e-02 +77 IP 16 1.169e-02 +77 IP 17 7.232e-02 +77 IP 18 8.687e-07 +77 EP 1 1.509e-11 2.436e-01 4.118e-01 2.754e-01 6.247e-02 6.104e-03 2.534e-04 2.586e-04 1.501e-09 1.255e-09 1.240e-09 3.217e-06 1.817e-09 9.514e-10 1.043e-09 2.079e-09 7.424e-10 7.788e-07 2.714e-10 4.708e-10 8.218e-10 4.693e-10 2.371e-10 2.492e-10 3.070e-10 4.542e-06 7.785e-05 2.411e-10 6.781e-11 1.158e-10 9.094e-11 3.325e-06 2.448e-10 5.426e-11 6.293e-11 1.398e-10 1.910e-10 2.603e-11 2.434e-11 3.368e-11 3.397e-11 2.275e-11 2.229e-11 8.267e-11 1.774e-11 1.901e-11 1.558e-11 1.571e-11 1.545e-11 1.614e-11 1.589e-11 1.515e-11 1.511e-11 1.512e-11 1.511e-11 1.512e-11 1.509e-11 1.509e-11 1.509e-11 1.510e-11 1.509e-11 1.509e-11 1.509e-11 1.509e-11 1.509e-11 +77 EP 2 5.094e-11 1.812e-01 2.253e-01 1.850e-01 1.291e-01 8.645e-02 6.197e-02 4.144e-02 2.884e-02 2.106e-02 1.249e-02 8.953e-03 5.740e-03 4.598e-03 2.504e-03 2.373e-03 1.209e-03 7.987e-04 3.372e-04 2.829e-04 3.663e-04 1.270e-10 6.656e-05 1.798e-10 1.027e-10 6.726e-11 3.955e-10 6.201e-11 6.623e-11 5.722e-11 5.201e-11 5.165e-11 5.143e-11 5.311e-11 5.151e-11 5.141e-11 5.113e-11 5.106e-11 5.101e-11 5.142e-11 5.101e-11 5.098e-11 5.099e-11 5.106e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 5.094e-11 +77 EP 3 5.051e-11 2.063e-10 1.754e-09 6.292e-10 2.871e-04 5.398e-09 5.684e-05 1.243e-09 1.236e-09 4.134e-04 1.673e-09 2.437e-09 2.618e-09 2.862e-09 2.087e-09 2.894e-09 1.478e-09 4.394e-08 6.632e-04 7.233e-07 5.096e-09 6.016e-03 5.877e-08 6.519e-07 3.327e-09 7.262e-03 4.020e-02 2.909e-02 5.729e-02 7.898e-02 9.903e-02 9.692e-02 9.996e-02 1.018e-01 9.077e-02 7.653e-02 6.085e-02 4.744e-02 3.557e-02 2.554e-02 1.683e-02 1.329e-02 6.786e-03 4.639e-03 1.503e-03 2.271e-03 3.961e-09 1.062e-06 6.461e-10 3.290e-10 8.022e-10 1.449e-10 1.014e-10 9.400e-11 1.432e-10 8.906e-11 7.218e-11 8.596e-11 5.360e-11 6.442e-11 5.051e-11 5.534e-11 5.363e-11 1.315e-10 5.140e-11 +77 EP 4 8.877e-11 1.585e-10 4.452e-10 4.592e-10 2.276e-04 6.364e-10 1.020e-09 2.402e-03 7.486e-04 3.263e-06 3.274e-09 1.201e-09 3.451e-07 1.426e-07 3.852e-03 2.331e-09 1.288e-09 3.883e-03 6.687e-03 6.472e-03 1.566e-02 1.586e-02 1.867e-02 1.857e-02 2.173e-02 3.782e-02 1.771e-02 2.834e-02 3.133e-02 2.333e-02 2.459e-02 2.959e-02 4.300e-02 3.068e-02 4.230e-02 4.900e-02 5.451e-02 5.977e-02 5.080e-02 5.326e-02 5.437e-02 4.344e-02 3.921e-02 3.303e-02 3.047e-02 2.071e-02 2.443e-02 1.766e-02 1.337e-02 8.286e-03 7.181e-03 5.326e-03 3.284e-03 3.018e-03 2.042e-03 1.065e-03 8.877e-04 4.438e-04 4.438e-04 8.877e-05 8.877e-11 8.877e-05 1.775e-04 8.877e-05 8.877e-05 +77 EP 5 2.861e-11 2.605e-10 8.766e-10 6.622e-09 6.275e-05 7.568e-05 5.103e-06 3.583e-09 5.327e-03 3.712e-03 3.764e-03 8.943e-03 7.608e-03 1.006e-02 1.514e-02 1.827e-02 3.321e-02 4.773e-02 6.174e-02 7.737e-02 8.297e-02 9.090e-02 9.547e-02 9.459e-02 8.483e-02 6.685e-02 5.139e-02 4.588e-02 2.831e-02 2.669e-02 1.599e-02 9.827e-03 7.559e-03 3.551e-03 9.762e-04 1.151e-03 8.638e-10 1.976e-10 3.578e-10 3.655e-10 2.309e-10 3.360e-10 5.391e-10 3.572e-10 1.456e-10 2.812e-10 8.733e-11 2.181e-10 5.693e-11 4.749e-05 2.912e-06 3.811e-11 3.227e-11 3.405e-11 3.558e-11 3.354e-11 2.971e-11 2.999e-11 2.865e-11 2.988e-11 2.861e-11 2.867e-11 2.872e-11 2.883e-11 2.862e-11 +77 EP 6 2.275e-11 1.773e-10 1.247e-04 1.035e-08 4.492e-09 6.602e-03 5.868e-07 5.238e-06 1.163e-07 2.382e-03 2.043e-06 4.470e-04 2.021e-08 3.155e-09 9.700e-04 3.012e-03 2.411e-02 5.211e-02 8.553e-02 1.100e-01 1.257e-01 1.401e-01 1.366e-01 1.107e-01 8.583e-02 5.509e-02 3.151e-02 1.689e-02 1.187e-07 3.465e-03 1.097e-09 8.279e-08 9.095e-04 2.615e-03 2.434e-03 3.915e-04 1.150e-03 1.120e-03 2.081e-04 5.110e-05 5.365e-10 1.280e-10 3.166e-10 2.813e-06 1.251e-10 9.441e-11 6.232e-11 6.599e-11 3.040e-11 4.531e-11 3.187e-11 2.424e-11 2.433e-11 2.460e-11 2.533e-11 2.468e-11 2.312e-11 2.364e-11 2.278e-11 2.450e-11 2.275e-11 2.279e-11 2.286e-11 2.287e-11 2.276e-11 +77 EP 7 2.703e-11 1.912e-10 5.726e-06 1.231e-08 4.225e-03 4.382e-03 3.686e-03 5.307e-03 3.869e-08 6.538e-08 4.206e-04 3.063e-03 8.851e-03 1.412e-06 1.497e-02 1.151e-02 1.164e-02 4.957e-03 6.874e-04 2.105e-09 8.815e-03 1.489e-02 2.297e-02 5.602e-02 8.148e-02 1.164e-01 1.245e-01 1.285e-01 1.198e-01 8.631e-02 6.730e-02 4.778e-02 2.804e-02 1.088e-02 7.256e-03 2.954e-03 1.634e-03 3.558e-09 5.027e-04 2.970e-09 4.710e-05 1.697e-10 2.521e-04 5.826e-10 1.928e-10 3.545e-10 2.086e-10 8.332e-11 5.618e-11 7.254e-11 6.335e-11 3.222e-11 3.734e-11 3.050e-11 3.626e-11 3.224e-11 2.847e-11 2.985e-11 2.719e-11 2.944e-11 2.703e-11 2.719e-11 2.727e-11 2.743e-11 2.708e-11 +77 EP 8 7.695e-12 4.335e-10 5.903e-02 1.784e-02 1.704e-09 7.495e-02 1.701e-01 2.243e-01 1.918e-01 1.408e-01 6.933e-02 3.338e-02 1.531e-02 1.795e-03 2.173e-04 1.328e-09 8.407e-10 9.053e-10 7.954e-10 5.512e-09 4.999e-04 8.397e-08 1.110e-09 2.653e-08 5.498e-04 3.295e-09 9.194e-08 4.089e-10 1.913e-10 1.237e-10 1.033e-10 1.117e-09 5.198e-10 2.308e-10 1.205e-10 8.705e-05 1.062e-08 4.788e-11 4.331e-11 4.073e-11 8.259e-11 1.660e-11 2.695e-11 3.494e-11 1.395e-11 2.768e-11 9.377e-12 9.576e-12 8.721e-12 1.158e-11 1.129e-11 8.014e-12 7.818e-12 7.810e-12 7.814e-12 7.796e-12 7.721e-12 7.710e-12 7.695e-12 7.721e-12 7.695e-12 7.695e-12 7.696e-12 7.696e-12 7.695e-12 +77 EP 9 6.269e-11 1.479e-10 3.374e-10 7.531e-10 1.761e-09 8.339e-10 2.520e-03 1.837e-03 5.630e-03 4.070e-03 6.624e-03 1.134e-02 1.118e-02 1.344e-02 1.725e-02 2.739e-02 2.348e-02 2.250e-02 2.890e-02 2.452e-02 3.016e-02 2.895e-02 3.595e-02 3.673e-02 3.939e-02 3.418e-02 4.053e-02 4.458e-02 5.191e-02 5.617e-02 5.687e-02 5.630e-02 5.775e-02 5.675e-02 4.018e-02 3.802e-02 2.645e-02 1.771e-02 1.602e-02 1.053e-02 8.665e-03 5.068e-03 3.483e-03 2.432e-03 2.509e-03 1.271e-03 6.752e-04 4.748e-10 8.342e-05 3.002e-09 5.487e-10 9.011e-11 8.894e-11 9.411e-11 8.230e-11 7.923e-11 8.180e-11 7.164e-11 6.597e-11 6.418e-11 6.269e-11 6.636e-11 6.481e-11 6.839e-11 6.467e-11 +77 EP 10 7.153e-12 1.128e-01 2.225e-01 2.050e-01 1.579e-01 1.183e-01 7.786e-02 4.622e-02 2.856e-02 1.623e-02 1.086e-02 2.205e-04 1.756e-03 8.750e-05 2.627e-05 2.201e-04 1.351e-07 1.049e-03 4.506e-04 2.715e-10 3.462e-10 1.696e-10 5.536e-11 8.507e-11 5.175e-11 8.805e-10 1.835e-10 4.065e-11 4.340e-11 3.395e-11 1.573e-11 1.350e-11 1.124e-11 1.767e-11 1.107e-11 1.158e-11 9.066e-12 9.683e-12 8.526e-12 1.039e-11 7.920e-12 7.505e-12 8.213e-12 8.146e-12 7.203e-12 7.247e-12 7.163e-12 7.172e-12 7.154e-12 7.227e-12 7.156e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 7.153e-12 +77 EP 11 2.106e-11 3.335e-10 1.574e-05 4.184e-09 2.575e-08 1.811e-06 3.957e-02 5.475e-02 6.899e-02 8.967e-02 9.463e-02 1.011e-01 9.100e-02 8.668e-02 8.130e-02 6.774e-02 5.776e-02 4.803e-02 3.576e-02 2.669e-02 2.143e-02 1.363e-02 7.133e-03 6.793e-03 3.451e-03 1.756e-03 1.938e-03 1.467e-09 2.000e-08 1.819e-10 7.613e-11 1.415e-10 6.885e-11 1.247e-04 9.081e-11 6.169e-11 4.332e-11 6.138e-11 4.726e-11 4.037e-10 2.998e-11 2.603e-11 3.423e-11 8.850e-11 2.224e-11 2.352e-11 2.200e-11 2.232e-11 2.119e-11 2.370e-11 2.148e-11 2.108e-11 2.107e-11 2.107e-11 2.107e-11 2.107e-11 2.106e-11 2.107e-11 2.106e-11 2.106e-11 2.106e-11 2.106e-11 2.106e-11 2.106e-11 2.106e-11 +77 EP 12 8.518e-11 3.037e-02 1.837e-01 2.777e-01 2.101e-01 1.097e-01 7.266e-02 5.609e-02 2.143e-02 8.785e-07 1.408e-02 4.160e-09 4.925e-09 4.500e-09 4.725e-09 5.588e-09 7.518e-07 5.203e-09 5.491e-03 6.099e-06 3.953e-04 3.515e-03 1.004e-04 5.248e-03 1.843e-03 1.154e-08 3.157e-03 1.329e-03 1.521e-03 1.096e-09 9.122e-04 2.283e-04 7.109e-09 3.435e-10 3.501e-10 1.577e-09 1.836e-10 4.661e-04 1.538e-10 1.460e-10 1.183e-10 9.494e-11 1.770e-10 1.104e-10 9.389e-11 1.156e-10 8.896e-11 8.840e-11 9.697e-11 9.932e-11 8.970e-11 8.731e-11 8.583e-11 8.519e-11 8.519e-11 8.518e-11 8.519e-11 8.519e-11 8.518e-11 8.518e-11 8.518e-11 8.518e-11 8.518e-11 8.518e-11 8.518e-11 +77 EP 13 3.372e-11 1.617e-01 2.486e-08 8.929e-03 7.149e-02 8.885e-02 9.876e-02 1.143e-01 1.091e-01 9.036e-02 6.189e-02 7.277e-02 4.527e-02 3.378e-02 2.587e-02 9.916e-03 6.151e-03 7.444e-04 7.333e-09 9.333e-10 1.001e-09 9.009e-10 2.149e-10 2.619e-10 2.512e-10 1.134e-04 1.636e-05 2.457e-10 1.701e-10 2.201e-10 7.568e-11 7.429e-11 6.020e-11 7.323e-11 6.356e-11 6.383e-11 4.530e-11 3.800e-11 3.629e-11 3.937e-11 4.131e-11 3.452e-11 3.586e-11 3.793e-11 3.377e-11 3.412e-11 3.374e-11 3.375e-11 3.373e-11 3.381e-11 3.374e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 3.372e-11 +77 EP 14 9.846e-12 1.109e-09 7.176e-07 1.883e-01 3.429e-01 2.823e-01 1.387e-01 3.412e-02 9.328e-03 2.571e-09 2.445e-03 3.753e-09 3.874e-05 1.264e-09 1.461e-04 9.247e-07 6.012e-10 6.593e-10 4.178e-10 1.320e-09 1.397e-09 1.780e-03 5.474e-10 9.821e-10 1.782e-06 3.355e-05 4.520e-09 3.010e-10 1.196e-10 1.306e-10 1.175e-10 8.618e-10 7.693e-10 8.509e-11 1.800e-10 4.061e-10 5.174e-09 2.784e-11 2.701e-11 3.104e-11 1.252e-10 1.711e-11 2.376e-11 8.884e-07 1.464e-11 1.890e-11 1.098e-11 1.117e-11 1.056e-11 1.235e-11 1.203e-11 1.019e-11 9.931e-12 9.934e-12 9.920e-12 9.924e-12 9.864e-12 9.856e-12 9.846e-12 9.857e-12 9.846e-12 9.846e-12 9.846e-12 9.847e-12 9.846e-12 +77 EP 15 9.525e-12 1.718e-10 2.352e-02 2.776e-02 1.736e-02 7.600e-03 4.835e-09 5.167e-04 4.332e-03 1.509e-04 2.700e-09 3.549e-03 3.304e-02 8.189e-02 1.248e-01 1.424e-01 1.416e-01 1.271e-01 1.019e-01 7.964e-02 4.637e-02 2.276e-02 1.016e-02 1.420e-03 2.716e-09 4.299e-09 1.274e-03 9.061e-10 7.646e-10 2.645e-10 3.675e-10 2.879e-09 2.287e-08 1.576e-09 9.975e-08 5.592e-04 3.138e-04 1.241e-10 1.132e-10 2.347e-10 1.105e-10 2.850e-11 4.680e-11 4.619e-11 2.417e-11 7.546e-11 1.367e-11 2.000e-11 1.167e-11 1.530e-11 1.347e-11 1.025e-11 1.002e-11 9.853e-12 9.943e-12 9.740e-12 9.587e-12 9.581e-12 9.527e-12 9.701e-12 9.525e-12 9.529e-12 9.531e-12 9.536e-12 9.525e-12 +77 EP 16 9.576e-12 2.230e-10 2.090e-02 4.476e-02 2.121e-02 3.491e-09 1.380e-09 2.873e-08 3.921e-02 9.549e-02 1.598e-01 1.823e-01 1.618e-01 1.176e-01 5.602e-02 2.951e-02 8.350e-03 7.787e-09 2.161e-09 1.511e-08 9.358e-03 1.302e-02 1.554e-02 1.227e-02 7.344e-03 4.192e-03 4.118e-06 7.117e-10 3.598e-10 3.473e-10 2.705e-10 1.937e-09 6.929e-04 5.217e-04 7.209e-10 3.926e-09 1.637e-09 8.050e-11 7.602e-11 3.856e-05 2.271e-05 2.426e-11 4.679e-11 1.307e-10 1.868e-11 4.181e-06 1.368e-11 1.490e-11 1.155e-11 1.477e-11 1.423e-11 1.025e-11 9.924e-12 9.878e-12 9.878e-12 9.807e-12 9.642e-12 9.621e-12 9.577e-12 9.684e-12 9.576e-12 9.578e-12 9.580e-12 9.582e-12 9.576e-12 +77 EP 17 2.024e-11 2.817e-10 1.552e-02 5.393e-02 7.168e-02 8.337e-02 8.753e-02 1.035e-01 9.289e-02 8.579e-02 7.302e-02 7.051e-02 5.469e-02 4.977e-02 3.879e-02 3.087e-02 2.300e-02 1.527e-02 1.110e-02 9.824e-03 8.296e-03 4.976e-03 5.855e-03 3.339e-03 2.539e-03 2.132e-03 7.982e-04 9.526e-04 2.165e-08 4.970e-05 8.231e-11 5.990e-11 8.599e-11 1.756e-10 5.468e-11 5.733e-11 4.887e-11 9.777e-11 3.886e-11 5.518e-11 2.551e-11 2.332e-11 3.048e-11 2.256e-11 2.109e-11 2.406e-11 2.056e-11 2.156e-11 2.052e-11 2.268e-11 2.061e-11 2.025e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 2.024e-11 +77 EP 18 2.597e-11 2.088e-03 1.948e-02 3.278e-02 3.187e-02 3.295e-02 3.266e-02 3.299e-02 3.589e-02 4.040e-02 4.321e-02 4.017e-02 4.015e-02 4.310e-02 4.385e-02 4.350e-02 4.368e-02 4.474e-02 4.239e-02 4.045e-02 3.734e-02 3.550e-02 3.475e-02 3.688e-02 3.004e-02 2.651e-02 2.400e-02 2.390e-02 1.762e-02 1.380e-02 9.738e-03 9.526e-03 3.492e-03 3.254e-03 2.231e-03 1.259e-03 6.053e-04 1.539e-03 1.640e-03 7.797e-08 5.997e-07 1.863e-05 1.143e-10 1.713e-10 1.055e-10 1.420e-10 6.933e-11 6.375e-11 6.372e-11 1.270e-10 1.063e-10 5.193e-11 4.361e-11 3.508e-11 5.059e-11 5.321e-11 3.453e-11 4.072e-11 2.732e-11 3.366e-11 2.597e-11 2.719e-11 3.008e-11 2.676e-11 2.618e-11 +77 TP 1 3.245e-01 2.277e-10 2.524e-08 1.463e-04 2.098e-02 8.191e-10 1.745e-09 1.333e-01 2.692e-10 2.712e-02 5.909e-10 1.315e-01 8.474e-10 2.012e-01 5.101e-02 7.170e-02 3.861e-02 7.710e-10 +77 TP 2 2.507e-03 9.765e-01 1.093e-10 8.621e-11 2.554e-04 3.702e-10 3.820e-09 3.339e-09 1.471e-10 1.155e-02 2.085e-09 1.466e-09 2.510e-09 6.098e-09 4.895e-09 5.708e-10 9.213e-03 4.655e-10 +77 TP 3 4.555e-10 8.138e-11 2.050e-01 4.651e-02 1.061e-09 1.099e-01 1.420e-01 1.876e-02 3.951e-01 2.045e-10 2.759e-07 2.696e-10 3.702e-10 4.313e-03 4.798e-02 3.050e-02 2.710e-10 1.148e-08 +77 TP 4 3.076e-10 1.258e-10 7.049e-02 4.917e-01 1.305e-09 4.155e-03 1.697e-08 2.694e-09 4.336e-01 2.024e-10 7.336e-10 2.642e-10 3.608e-10 6.272e-10 2.551e-09 1.504e-09 2.903e-10 7.546e-09 +77 TP 5 5.482e-10 1.265e-10 4.863e-02 5.722e-03 1.368e-02 4.902e-01 1.975e-01 4.817e-09 9.283e-02 4.743e-10 5.616e-02 5.858e-10 6.124e-07 5.500e-09 6.409e-02 1.421e-08 4.671e-10 3.120e-02 +77 TP 6 7.105e-02 2.086e-10 2.067e-02 7.812e-03 7.363e-02 1.384e-01 3.206e-02 2.070e-01 2.720e-09 3.542e-09 4.142e-06 2.225e-09 2.674e-07 1.421e-01 1.330e-01 1.611e-01 3.588e-09 1.312e-02 +77 TP 7 2.703e-02 6.288e-11 2.610e-02 2.191e-02 4.266e-02 2.561e-02 2.736e-01 1.498e-01 5.306e-09 3.554e-10 1.818e-09 5.050e-10 4.653e-10 7.529e-02 1.580e-01 1.637e-01 3.774e-10 3.627e-02 +77 TP 8 7.861e-02 1.018e-10 8.534e-03 4.348e-04 5.530e-02 2.292e-02 2.722e-02 3.250e-01 4.674e-10 7.342e-05 6.781e-10 8.982e-10 1.509e-02 1.454e-01 1.379e-01 1.590e-01 2.453e-02 4.379e-09 +77 TP 9 1.159e-02 1.357e-10 2.742e-02 1.806e-02 9.616e-02 4.392e-09 6.865e-09 7.962e-02 1.579e-09 3.337e-10 8.816e-10 7.261e-10 4.536e-10 4.215e-02 9.271e-02 1.047e-01 5.647e-10 5.275e-01 +77 TP 10 1.226e-03 1.389e-03 3.446e-11 3.058e-11 3.456e-10 2.017e-10 8.735e-11 3.810e-08 4.038e-11 6.708e-01 3.778e-04 6.788e-10 1.320e-01 2.043e-08 1.294e-03 3.103e-08 1.929e-01 6.959e-11 +77 TP 11 3.597e-02 4.510e-03 3.455e-10 2.345e-10 9.840e-03 1.761e-06 1.085e-09 8.122e-02 3.733e-10 4.474e-01 1.900e-01 6.567e-09 4.298e-06 8.811e-02 2.518e-02 3.871e-03 1.139e-01 6.260e-10 +77 TP 12 4.342e-09 1.443e-09 1.693e-02 4.068e-05 5.932e-02 2.233e-02 2.608e-02 1.947e-01 5.738e-05 9.574e-09 1.340e-02 4.699e-09 2.559e-01 1.273e-08 2.665e-01 1.448e-01 9.272e-09 1.811e-09 +77 TP 13 1.138e-01 1.003e-09 2.933e-10 4.530e-10 1.733e-09 2.206e-09 1.119e-09 1.366e-02 3.056e-10 7.675e-01 1.985e-09 2.815e-02 9.766e-06 5.839e-02 5.677e-03 1.281e-02 1.849e-05 5.122e-10 +77 TP 14 1.217e-01 4.671e-04 5.835e-03 1.873e-09 5.216e-02 1.486e-02 1.364e-02 2.094e-01 3.131e-10 2.386e-06 6.810e-10 1.983e-09 1.954e-02 2.969e-01 1.015e-01 1.136e-01 5.052e-02 1.223e-09 +77 TP 15 6.397e-02 2.625e-10 1.881e-02 2.608e-03 4.064e-02 6.824e-02 4.795e-02 1.644e-01 8.476e-10 4.858e-09 1.272e-05 2.818e-09 2.388e-09 1.124e-01 3.153e-01 1.582e-01 7.423e-03 3.367e-09 +77 TP 16 5.615e-02 1.546e-10 1.576e-02 2.079e-03 6.044e-02 3.354e-02 4.386e-02 1.680e-01 9.225e-10 1.651e-06 1.425e-02 1.345e-09 1.165e-09 1.120e-01 1.760e-01 3.180e-01 2.082e-07 3.307e-09 +77 TP 17 1.301e-09 6.702e-10 2.447e-10 2.379e-10 2.331e-09 4.345e-02 4.806e-09 2.888e-06 3.623e-10 4.874e-09 7.036e-01 4.405e-02 8.610e-02 1.009e-07 1.768e-02 1.240e-05 1.051e-01 3.501e-10 +77 TP 18 9.409e-10 1.084e-10 1.406e-01 6.767e-02 6.498e-02 1.200e-09 2.339e-02 1.234e-09 3.996e-09 2.546e-10 3.217e-10 3.777e-10 2.304e-10 1.618e-09 1.105e-09 1.538e-09 3.534e-10 7.033e-01 +78 IP 1 2.163e-03 +78 IP 2 5.969e-02 +78 IP 3 4.996e-02 +78 IP 4 1.664e-01 +78 IP 5 7.758e-09 +78 IP 6 2.772e-01 +78 IP 7 1.499e-01 +78 IP 8 4.953e-02 +78 IP 9 8.343e-09 +78 IP 10 1.324e-02 +78 IP 11 1.130e-02 +78 IP 12 5.609e-02 +78 IP 13 6.228e-08 +78 IP 14 2.544e-02 +78 IP 15 1.904e-02 +78 IP 16 1.201e-01 +78 EP 1 1.974e-11 1.008e-10 2.506e-09 6.985e-03 1.384e-03 5.457e-04 5.498e-03 1.047e-02 1.525e-02 2.269e-02 2.640e-02 2.923e-02 3.724e-02 3.678e-02 3.654e-02 3.710e-02 4.645e-02 4.488e-02 5.129e-02 6.034e-02 6.201e-02 6.504e-02 6.306e-02 6.340e-02 5.793e-02 5.273e-02 4.461e-02 3.582e-02 2.862e-02 1.946e-02 1.604e-02 8.244e-03 6.744e-03 3.804e-03 1.792e-03 7.515e-04 7.687e-04 1.111e-08 9.338e-10 3.162e-10 4.139e-06 2.205e-10 1.636e-09 6.809e-05 7.231e-11 5.089e-11 3.436e-11 6.405e-11 2.646e-11 3.324e-11 3.071e-11 2.500e-11 2.790e-11 2.160e-11 2.693e-11 2.038e-11 2.101e-11 2.235e-11 1.974e-11 2.362e-11 1.974e-11 1.974e-11 +78 EP 2 2.185e-11 5.584e-07 1.103e-02 2.008e-02 1.615e-02 1.781e-02 1.497e-02 1.837e-02 2.159e-02 1.869e-02 2.306e-02 2.776e-02 2.860e-02 3.125e-02 3.594e-02 3.605e-02 3.282e-02 3.929e-02 4.181e-02 4.565e-02 5.087e-02 5.176e-02 6.124e-02 5.264e-02 5.422e-02 5.076e-02 4.501e-02 3.668e-02 2.822e-02 2.521e-02 2.451e-02 1.864e-02 1.197e-02 7.318e-03 3.901e-08 4.351e-09 2.590e-08 3.241e-10 1.207e-09 5.088e-10 5.270e-10 3.485e-10 2.217e-10 2.167e-10 2.486e-10 2.238e-10 1.255e-10 9.593e-11 8.172e-11 5.942e-11 5.709e-11 4.795e-11 6.413e-11 5.522e-11 3.575e-11 3.322e-11 3.313e-11 5.281e-11 2.333e-11 5.014e-11 2.374e-11 2.323e-11 +78 EP 3 1.515e-11 1.602e-10 9.279e-10 1.639e-09 2.535e-08 9.248e-05 6.218e-05 1.932e-04 1.049e-04 2.962e-03 2.073e-09 4.615e-03 1.020e-02 9.209e-03 1.724e-02 2.652e-02 3.066e-02 4.758e-02 6.200e-02 7.175e-02 8.383e-02 9.438e-02 9.920e-02 1.004e-01 8.817e-02 7.639e-02 6.027e-02 4.609e-02 3.481e-02 1.806e-02 1.028e-02 4.396e-03 1.461e-04 4.235e-04 4.514e-10 2.045e-10 1.887e-10 2.393e-10 2.093e-10 1.080e-10 1.036e-10 9.543e-10 7.610e-11 8.211e-11 8.507e-10 7.462e-11 1.554e-05 2.520e-11 3.686e-11 2.048e-11 1.999e-11 1.781e-11 1.888e-11 1.582e-11 1.593e-11 1.630e-11 1.682e-11 1.635e-11 1.517e-11 1.537e-11 1.516e-11 1.516e-11 +78 EP 4 1.154e-11 5.385e-10 1.772e-02 1.112e-05 2.407e-09 1.618e-09 3.083e-06 6.948e-03 4.119e-02 6.305e-02 7.417e-02 9.421e-02 1.016e-01 1.033e-01 1.023e-01 9.534e-02 7.566e-02 6.675e-02 4.909e-02 3.663e-02 2.814e-02 1.809e-02 1.407e-02 7.495e-03 3.887e-03 5.434e-06 4.831e-07 5.047e-09 6.875e-09 7.285e-09 2.881e-04 2.494e-10 7.863e-11 6.111e-05 4.327e-11 5.176e-11 3.040e-11 2.987e-11 3.191e-11 2.738e-11 2.015e-11 1.665e-11 1.379e-11 1.672e-11 2.080e-11 1.371e-11 1.331e-11 1.639e-11 1.244e-11 1.188e-11 1.185e-11 1.159e-11 1.184e-11 1.155e-11 1.163e-11 1.155e-11 1.155e-11 1.154e-11 1.154e-11 1.155e-11 1.154e-11 1.154e-11 +78 EP 5 7.844e-11 5.630e-09 6.153e-10 5.166e-10 5.063e-10 5.721e-10 1.197e-09 1.362e-09 1.765e-09 1.049e-09 1.244e-09 1.175e-09 1.450e-09 3.253e-09 2.746e-09 3.532e-04 4.981e-03 3.178e-09 2.590e-09 1.036e-02 8.243e-03 5.416e-09 2.649e-08 7.733e-04 3.284e-08 6.282e-08 4.789e-09 3.537e-09 5.764e-09 1.528e-08 3.565e-03 2.568e-02 4.312e-02 6.355e-02 8.289e-02 8.937e-02 9.359e-02 8.242e-02 8.472e-02 6.826e-02 6.154e-02 5.408e-02 4.742e-02 3.851e-02 3.071e-02 2.619e-02 1.835e-02 1.726e-02 1.310e-02 9.805e-03 6.668e-03 4.864e-03 3.452e-03 2.040e-03 1.334e-03 7.844e-04 7.844e-04 3.922e-04 1.569e-04 2.353e-04 3.922e-04 7.844e-05 +78 EP 6 5.336e-12 1.525e-09 7.016e-02 1.312e-01 1.356e-01 1.359e-01 1.319e-01 1.209e-01 8.870e-02 6.562e-02 4.985e-02 3.296e-02 2.073e-02 1.136e-02 4.301e-03 9.490e-09 7.766e-10 1.790e-10 1.221e-10 1.301e-10 1.159e-10 1.151e-10 9.713e-11 3.286e-10 1.417e-09 5.062e-04 2.397e-04 1.113e-08 8.206e-06 1.224e-08 1.852e-06 6.315e-11 6.122e-11 2.416e-10 1.321e-11 1.617e-11 1.010e-11 9.783e-12 9.449e-12 9.235e-12 7.395e-12 6.302e-12 5.707e-12 6.069e-12 7.221e-12 5.658e-12 5.736e-12 5.861e-12 5.452e-12 5.376e-12 5.370e-12 5.342e-12 5.360e-12 5.338e-12 5.344e-12 5.336e-12 5.336e-12 5.338e-12 5.336e-12 5.338e-12 5.336e-12 5.336e-12 +78 EP 7 8.841e-11 1.937e-01 2.183e-01 1.741e-01 1.313e-01 8.892e-02 5.685e-02 4.203e-02 2.881e-02 2.012e-02 1.284e-02 1.243e-02 5.187e-03 4.904e-03 3.378e-03 3.779e-03 1.791e-03 2.405e-10 6.043e-04 2.031e-04 3.158e-04 1.584e-10 1.295e-04 1.070e-10 9.789e-11 1.362e-04 2.734e-04 1.730e-10 1.240e-10 1.411e-10 1.739e-10 8.993e-11 9.374e-11 9.415e-11 8.873e-11 9.010e-11 8.881e-11 8.856e-11 8.850e-11 8.864e-11 8.846e-11 8.844e-11 8.842e-11 8.842e-11 8.843e-11 8.842e-11 8.841e-11 8.843e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 8.841e-11 +78 EP 8 1.756e-11 2.367e-08 4.849e-09 1.487e-01 5.533e-01 2.500e-01 4.052e-02 9.734e-04 3.046e-03 1.867e-08 1.688e-06 1.798e-08 7.827e-08 1.154e-09 9.615e-10 2.849e-04 3.419e-06 3.820e-06 3.826e-09 4.221e-09 1.369e-09 1.127e-07 1.078e-08 5.173e-04 2.066e-05 2.762e-09 4.360e-04 2.138e-03 7.163e-09 4.503e-10 2.837e-10 2.333e-10 1.313e-10 1.621e-10 1.127e-10 9.482e-11 6.719e-11 6.958e-11 5.477e-11 5.514e-11 4.378e-11 4.309e-11 2.819e-11 3.869e-11 9.556e-11 2.480e-11 2.918e-11 2.553e-11 2.266e-11 1.940e-11 2.012e-11 1.800e-11 1.910e-11 1.783e-11 1.829e-11 1.765e-11 1.775e-11 1.792e-11 1.756e-11 1.799e-11 1.756e-11 1.756e-11 +78 EP 9 2.237e-11 3.689e-05 2.503e-09 2.718e-09 1.190e-09 8.488e-10 2.622e-09 2.699e-08 8.968e-10 3.648e-08 6.820e-10 6.605e-10 1.223e-09 7.878e-09 5.144e-09 3.319e-06 1.219e-09 1.590e-09 2.690e-09 3.753e-09 3.603e-09 2.034e-09 1.830e-07 1.713e-02 2.860e-02 4.005e-02 6.041e-02 8.129e-02 9.982e-02 1.131e-01 1.011e-01 9.825e-02 9.046e-02 7.312e-02 6.045e-02 4.312e-02 3.076e-02 2.280e-02 1.461e-02 1.080e-02 6.829e-03 3.906e-03 2.204e-03 6.395e-04 4.597e-04 2.247e-06 2.425e-10 1.030e-10 1.281e-10 5.919e-11 5.320e-11 3.771e-11 3.794e-11 3.171e-11 2.948e-11 3.074e-11 3.454e-11 3.918e-11 2.513e-11 3.275e-11 2.420e-11 2.404e-11 +78 EP 10 1.787e-11 2.266e-08 8.300e-09 3.925e-09 3.648e-08 2.934e-01 4.224e-01 2.230e-01 3.922e-02 4.515e-07 1.488e-08 8.799e-07 7.199e-09 1.624e-09 1.086e-09 2.624e-09 2.252e-09 6.954e-09 2.770e-03 7.733e-03 3.786e-03 3.276e-05 1.454e-03 3.160e-03 1.331e-05 2.282e-03 1.324e-05 7.062e-04 2.668e-08 1.006e-09 2.650e-10 3.364e-10 1.191e-10 1.381e-10 1.177e-10 8.899e-11 7.900e-11 1.126e-10 7.000e-11 6.265e-11 4.319e-11 5.357e-11 3.082e-11 3.582e-11 5.225e-11 2.688e-11 4.531e-11 2.918e-11 2.423e-11 1.994e-11 2.062e-11 1.836e-11 1.953e-11 1.823e-11 1.874e-11 1.799e-11 1.811e-11 1.833e-11 1.787e-11 1.837e-11 1.787e-11 1.787e-11 +78 EP 11 1.513e-11 2.265e-09 5.078e-09 8.943e-09 8.555e-09 2.941e-09 3.988e-02 2.205e-01 3.416e-01 2.475e-01 1.155e-01 7.845e-05 2.972e-08 1.261e-06 1.680e-09 1.901e-09 2.869e-09 6.042e-07 8.239e-09 6.288e-08 3.935e-03 1.274e-02 9.171e-03 2.020e-03 5.580e-03 1.733e-07 1.412e-03 4.842e-07 3.289e-05 7.035e-10 2.648e-10 2.174e-10 1.014e-10 1.086e-10 1.108e-10 6.516e-11 6.058e-11 9.046e-11 7.131e-11 5.554e-11 4.170e-11 5.090e-11 2.840e-11 4.049e-11 6.693e-11 2.557e-11 2.839e-11 2.322e-11 2.420e-11 1.737e-11 1.797e-11 1.561e-11 1.668e-11 1.549e-11 1.591e-11 1.527e-11 1.539e-11 1.555e-11 1.513e-11 1.560e-11 1.513e-11 1.513e-11 +78 EP 12 1.072e-10 9.730e-01 2.336e-02 1.428e-08 2.044e-08 1.043e-08 1.043e-08 2.642e-08 1.513e-08 4.897e-09 1.064e-08 1.646e-08 6.071e-09 5.782e-09 2.643e-09 1.353e-08 4.607e-09 7.879e-09 3.153e-09 2.323e-09 1.822e-09 1.211e-08 3.461e-09 4.065e-09 3.282e-03 1.259e-09 1.075e-08 2.003e-06 4.437e-09 1.126e-08 7.938e-10 3.562e-04 4.345e-10 7.157e-10 3.860e-10 3.464e-10 2.492e-10 2.413e-10 2.291e-10 4.087e-10 1.769e-10 3.816e-10 1.334e-10 1.609e-10 3.744e-10 1.235e-10 1.345e-10 1.274e-10 1.195e-10 1.107e-10 1.132e-10 1.079e-10 1.102e-10 1.076e-10 1.085e-10 1.073e-10 1.074e-10 1.076e-10 1.072e-10 1.079e-10 1.072e-10 1.072e-10 +78 EP 13 1.397e-11 4.638e-10 4.535e-07 5.264e-04 2.799e-06 9.979e-06 1.180e-04 3.323e-08 5.325e-07 6.010e-09 1.198e-09 3.169e-03 1.992e-02 5.550e-02 9.323e-02 1.380e-01 1.578e-01 1.548e-01 1.282e-01 9.924e-02 7.264e-02 4.644e-02 3.026e-02 8.359e-05 2.406e-09 1.354e-09 6.387e-10 1.226e-09 3.473e-09 5.974e-10 3.210e-10 2.371e-10 1.712e-10 2.002e-10 1.290e-10 1.095e-10 1.024e-10 1.185e-10 1.101e-10 7.389e-11 7.153e-11 6.173e-11 3.848e-11 5.344e-11 6.245e-11 3.487e-11 3.260e-11 2.351e-11 2.745e-11 1.874e-11 2.235e-11 1.483e-11 2.268e-11 1.451e-11 1.512e-11 1.433e-11 1.453e-11 1.481e-11 1.399e-11 1.535e-11 1.399e-11 1.398e-11 +78 EP 14 1.955e-11 3.437e-06 5.009e-01 4.708e-01 2.423e-02 5.031e-09 1.941e-04 3.655e-03 1.677e-08 2.087e-09 1.599e-08 1.766e-08 2.338e-09 1.810e-09 1.002e-09 3.272e-09 1.652e-09 3.490e-05 1.180e-08 1.082e-09 7.939e-10 6.456e-05 1.402e-09 1.625e-09 3.179e-05 4.812e-10 1.479e-09 2.919e-07 1.123e-08 4.353e-09 2.429e-10 6.064e-10 1.091e-10 1.686e-10 1.002e-10 8.751e-11 6.219e-11 7.101e-11 5.519e-11 1.047e-10 4.336e-11 8.062e-11 3.017e-11 3.758e-11 1.155e-10 2.720e-11 3.073e-11 2.568e-11 2.461e-11 2.137e-11 2.211e-11 1.997e-11 2.106e-11 1.980e-11 2.026e-11 1.963e-11 1.971e-11 1.988e-11 1.955e-11 1.996e-11 1.955e-11 1.955e-11 +78 EP 15 1.162e-11 5.749e-10 2.332e-08 1.137e-02 1.984e-08 5.697e-09 8.411e-06 2.249e-09 6.159e-03 8.089e-02 1.646e-01 2.193e-01 1.823e-01 1.432e-01 9.451e-02 4.337e-02 1.774e-02 8.385e-05 3.280e-09 1.094e-09 1.639e-05 3.586e-04 9.444e-07 1.494e-02 7.389e-03 9.494e-03 4.264e-03 4.411e-08 1.174e-08 5.526e-10 2.188e-10 2.389e-10 9.020e-11 1.011e-10 9.883e-11 6.319e-11 5.330e-11 8.192e-11 6.088e-11 4.617e-11 4.173e-11 4.225e-11 2.651e-11 3.841e-11 8.744e-11 2.171e-11 2.445e-11 2.297e-11 2.231e-11 1.421e-11 1.612e-11 1.212e-11 1.343e-11 1.197e-11 1.291e-11 1.178e-11 1.197e-11 1.214e-11 1.162e-11 1.229e-11 1.163e-11 1.162e-11 +78 EP 16 9.928e-12 2.527e-01 3.007e-01 2.079e-01 1.348e-01 7.474e-02 2.897e-02 5.040e-06 1.307e-09 1.418e-09 5.542e-10 4.012e-10 6.578e-10 6.919e-10 2.218e-08 3.354e-09 2.803e-10 1.166e-10 7.617e-11 8.531e-11 6.532e-11 8.279e-11 6.365e-11 1.353e-10 9.909e-11 1.077e-10 1.230e-10 7.262e-11 3.614e-09 1.247e-04 1.118e-10 5.058e-11 2.932e-06 9.299e-11 1.794e-11 2.962e-11 1.474e-11 1.379e-11 1.336e-11 1.443e-11 1.159e-11 1.086e-11 1.013e-11 1.033e-11 1.249e-11 1.008e-11 1.019e-11 1.010e-11 9.984e-12 9.940e-12 9.938e-12 9.929e-12 9.939e-12 9.928e-12 9.930e-12 9.928e-12 9.928e-12 9.928e-12 9.928e-12 9.929e-12 9.928e-12 9.928e-12 +78 TP 1 1.674e-09 1.443e-04 7.171e-01 8.686e-02 1.346e-05 2.893e-09 7.186e-09 3.442e-09 1.773e-01 4.681e-03 2.563e-03 2.757e-10 2.209e-04 5.647e-10 1.108e-02 3.794e-10 +78 TP 2 3.984e-02 6.196e-01 1.356e-04 5.919e-10 1.121e-01 5.564e-10 1.171e-10 6.531e-03 1.372e-01 7.468e-03 1.476e-02 1.906e-03 3.336e-02 9.548e-03 1.760e-02 9.779e-10 +78 TP 3 9.470e-02 4.427e-03 1.616e-01 1.337e-02 5.331e-09 6.237e-02 1.534e-10 8.124e-02 2.797e-02 9.575e-02 1.033e-01 8.879e-03 9.630e-02 7.638e-02 1.591e-01 1.458e-02 +78 TP 4 2.094e-02 5.699e-09 3.750e-02 3.516e-01 1.553e-10 3.032e-01 5.850e-08 2.645e-02 6.327e-10 3.078e-02 2.794e-02 3.028e-03 2.324e-02 2.811e-02 6.197e-03 1.410e-01 +78 TP 5 7.412e-10 1.992e-01 1.021e-01 5.284e-10 3.287e-01 5.540e-10 1.249e-10 6.985e-09 3.298e-01 1.996e-09 4.499e-03 2.163e-10 3.111e-02 2.090e-09 4.517e-03 2.210e-10 +78 TP 6 1.782e-02 2.320e-10 1.464e-02 2.113e-01 1.046e-10 5.362e-01 3.302e-04 4.151e-03 1.663e-10 3.075e-03 8.569e-03 2.256e-03 6.224e-09 3.363e-09 5.914e-03 1.958e-01 +78 TP 7 7.978e-04 3.256e-10 1.593e-04 2.704e-09 1.635e-10 1.721e-03 9.761e-01 7.922e-10 7.486e-10 7.234e-10 7.785e-10 6.133e-10 5.364e-10 3.242e-04 1.626e-09 2.085e-02 +78 TP 8 9.225e-02 1.038e-02 2.080e-02 8.507e-03 1.162e-03 4.273e-02 3.101e-10 2.066e-01 2.103e-02 1.211e-01 1.142e-01 2.595e-02 9.892e-02 9.126e-02 1.303e-01 1.476e-02 +78 TP 9 2.249e-09 1.566e-01 1.654e-01 6.705e-10 4.187e-02 5.709e-10 8.896e-11 2.986e-02 2.928e-01 3.394e-02 5.514e-02 1.120e-03 9.660e-02 2.026e-02 1.064e-01 4.943e-10 +78 TP 10 9.475e-02 1.264e-02 1.790e-02 1.180e-02 1.720e-03 3.618e-02 1.744e-10 9.353e-02 2.245e-02 2.092e-01 1.300e-01 1.578e-02 9.775e-02 9.856e-02 1.405e-01 1.716e-02 +78 TP 11 8.706e-02 1.997e-02 2.280e-02 3.119e-02 2.341e-03 4.300e-02 1.077e-10 9.535e-02 2.501e-02 7.998e-02 2.218e-01 1.578e-02 1.002e-01 8.665e-02 1.664e-01 2.469e-03 +78 TP 12 4.602e-02 2.439e-03 9.695e-10 2.488e-08 9.536e-04 7.729e-09 1.109e-09 2.087e-01 1.898e-03 1.175e-01 9.949e-02 8.816e-02 4.683e-02 2.914e-01 9.610e-02 5.614e-04 +78 TP 13 9.454e-02 3.320e-02 4.743e-09 1.116e-02 1.093e-02 1.693e-02 1.056e-10 8.582e-02 3.453e-02 7.182e-02 9.778e-02 1.073e-02 3.162e-01 7.622e-02 1.374e-01 2.707e-03 +78 TP 14 8.876e-02 4.472e-03 1.191e-02 5.716e-03 8.726e-04 2.158e-02 2.552e-10 1.514e-01 1.599e-02 1.153e-01 1.124e-01 3.975e-02 8.867e-02 2.148e-01 1.267e-01 1.657e-03 +78 TP 15 1.030e-01 2.696e-02 2.184e-09 2.922e-02 4.619e-03 1.187e-02 1.800e-10 8.534e-02 3.352e-02 9.611e-02 1.141e-01 1.028e-02 1.251e-01 7.818e-02 2.817e-01 1.769e-09 +78 TP 16 5.190e-03 2.342e-10 4.126e-10 4.476e-02 5.401e-05 4.554e-01 1.924e-03 3.944e-03 1.528e-10 3.990e-09 7.844e-10 7.087e-10 8.475e-03 1.761e-09 1.249e-07 4.802e-01 +79 IP 1 1.175e-01 +79 IP 2 1.119e-01 +79 IP 3 7.194e-09 +79 IP 4 1.002e-08 +79 IP 5 5.683e-02 +79 IP 6 1.267e-01 +79 IP 7 5.039e-01 +79 IP 8 2.810e-02 +79 IP 9 5.504e-02 +79 EP 1 6.004e-12 1.004e-09 7.642e-02 2.590e-01 3.241e-01 2.115e-01 1.004e-01 1.929e-02 4.641e-03 2.779e-07 8.095e-04 3.833e-03 2.005e-09 3.877e-10 8.062e-10 4.116e-10 3.650e-10 2.280e-10 2.569e-10 1.948e-10 1.964e-10 1.558e-10 1.202e-10 9.062e-11 7.768e-11 5.742e-11 4.971e-11 4.229e-11 5.424e-11 5.575e-11 1.724e-10 7.452e-10 5.559e-10 8.767e-11 8.765e-11 6.435e-11 2.291e-11 8.957e-11 1.376e-11 1.077e-11 8.543e-12 8.228e-12 7.877e-12 7.136e-12 7.304e-12 6.653e-12 6.754e-12 6.598e-12 6.630e-12 6.260e-12 6.737e-12 6.211e-12 6.245e-12 6.212e-12 6.154e-12 6.091e-12 6.134e-12 6.055e-12 6.151e-12 6.050e-12 6.015e-12 6.004e-12 6.004e-12 6.121e-12 6.007e-12 +79 EP 2 6.431e-12 2.028e-10 1.758e-02 3.034e-07 2.259e-09 1.574e-09 1.572e-09 8.527e-03 6.371e-02 1.295e-01 1.786e-01 1.816e-01 1.524e-01 1.142e-01 7.742e-02 4.416e-02 2.267e-02 9.634e-03 1.209e-08 5.465e-10 7.668e-10 1.018e-09 7.860e-08 7.258e-10 3.372e-10 2.007e-10 1.404e-10 1.125e-10 1.487e-10 1.915e-10 2.541e-10 8.950e-10 7.358e-10 1.597e-10 1.839e-10 1.026e-10 3.902e-11 7.488e-11 2.146e-11 1.637e-11 1.215e-11 1.179e-11 1.115e-11 8.644e-12 1.102e-11 8.122e-12 8.234e-12 7.678e-12 7.593e-12 7.072e-12 8.727e-12 6.967e-12 7.134e-12 7.024e-12 6.875e-12 6.574e-12 6.826e-12 6.618e-12 6.831e-12 6.600e-12 6.480e-12 6.431e-12 6.431e-12 6.867e-12 6.453e-12 +79 EP 3 7.592e-09 7.694e-09 8.024e-09 7.812e-09 7.760e-09 7.859e-09 7.772e-09 7.978e-09 7.899e-09 6.929e-08 8.127e-09 8.167e-09 7.999e-09 1.052e-08 1.044e-08 8.259e-09 9.513e-09 9.116e-09 1.271e-08 1.334e-08 1.092e-08 9.838e-09 1.199e-08 9.897e-09 1.430e-08 1.126e-08 8.604e-09 1.190e-08 1.637e-08 2.060e-08 1.486e-08 1.995e-06 9.498e-09 8.494e-09 1.127e-08 1.122e-08 1.287e-08 7.970e-05 4.388e-08 2.116e-08 2.654e-08 2.408e-05 5.952e-02 4.884e-02 1.324e-01 6.738e-02 8.465e-02 9.863e-02 1.326e-01 1.065e-01 5.424e-02 6.050e-02 5.486e-02 5.277e-02 4.233e-05 4.757e-06 4.698e-02 1.706e-08 8.125e-09 1.111e-08 1.250e-08 7.592e-09 7.592e-09 1.770e-08 7.919e-06 +79 EP 4 1.315e-11 3.623e-05 2.441e-03 3.150e-03 4.580e-03 5.261e-03 5.709e-03 4.834e-03 6.719e-03 8.578e-03 6.243e-03 9.570e-03 9.593e-03 1.021e-02 1.038e-02 1.184e-02 1.004e-02 1.057e-02 6.767e-03 6.678e-03 7.847e-03 6.462e-03 9.475e-03 1.026e-02 1.450e-02 2.238e-02 2.913e-02 3.835e-02 4.828e-02 5.596e-02 6.892e-02 8.372e-02 8.350e-02 7.114e-02 5.847e-02 5.196e-02 4.156e-02 3.383e-02 2.780e-02 2.289e-02 1.770e-02 1.440e-02 1.122e-02 8.885e-03 7.136e-03 5.170e-03 4.233e-03 3.249e-03 2.374e-03 1.788e-03 1.116e-03 8.684e-04 5.757e-04 4.610e-04 3.945e-04 1.841e-04 1.685e-04 2.367e-04 7.891e-05 6.576e-05 2.630e-05 1.315e-11 1.315e-11 2.630e-05 1.314e-05 +79 EP 5 7.218e-12 1.338e-10 4.662e-06 1.171e-02 7.666e-03 2.470e-05 5.557e-05 3.212e-04 2.387e-03 1.263e-06 9.223e-03 3.034e-08 1.050e-08 7.851e-09 8.465e-09 1.278e-05 4.155e-03 2.334e-02 4.241e-02 6.496e-02 8.265e-02 9.581e-02 1.028e-01 1.053e-01 1.019e-01 9.070e-02 7.670e-02 6.273e-02 4.922e-02 3.653e-02 2.183e-02 7.604e-03 1.165e-06 6.319e-10 7.816e-10 5.206e-10 2.021e-10 3.948e-10 1.408e-10 7.304e-11 5.914e-11 6.544e-11 1.752e-05 6.949e-11 2.279e-11 1.412e-11 1.257e-11 1.239e-11 1.187e-11 1.056e-11 1.201e-11 1.016e-11 1.022e-11 9.693e-12 9.710e-12 8.181e-12 9.071e-12 8.262e-12 9.868e-12 8.014e-12 7.909e-12 7.218e-12 7.218e-12 8.782e-12 7.583e-12 +79 EP 6 5.951e-12 1.162e-10 2.054e-02 2.144e-02 8.336e-03 1.340e-02 1.298e-02 1.789e-02 1.184e-02 8.591e-03 4.919e-03 2.624e-02 4.988e-02 7.372e-02 9.650e-02 1.181e-01 1.247e-01 1.140e-01 9.657e-02 7.141e-02 5.097e-02 3.196e-02 1.797e-02 7.306e-03 7.196e-04 2.574e-06 2.624e-09 2.682e-10 3.253e-10 5.033e-10 6.161e-10 1.308e-09 1.033e-09 2.318e-10 2.128e-10 1.650e-10 7.357e-11 1.911e-10 2.764e-11 2.577e-11 1.683e-11 2.093e-11 1.849e-11 1.069e-11 1.489e-11 8.992e-12 8.382e-12 8.224e-12 7.561e-12 7.038e-12 8.022e-12 6.970e-12 6.789e-12 7.097e-12 6.820e-12 6.242e-12 6.758e-12 6.368e-12 7.087e-12 6.352e-12 6.075e-12 5.951e-12 5.951e-12 6.944e-12 6.018e-12 +79 EP 7 8.081e-12 1.171e-01 1.689e-01 1.572e-01 1.246e-01 9.595e-02 7.447e-02 5.843e-02 4.652e-02 3.468e-02 2.896e-02 2.266e-02 1.732e-02 1.370e-02 1.059e-02 8.185e-03 6.038e-03 5.020e-03 3.542e-03 2.204e-03 1.318e-03 1.226e-03 6.392e-04 5.719e-04 1.541e-04 2.650e-05 5.583e-11 1.422e-10 2.946e-11 3.718e-11 1.444e-11 1.017e-10 2.482e-11 1.426e-11 1.473e-11 1.655e-11 8.690e-12 1.402e-11 1.006e-11 5.713e-06 8.349e-12 8.232e-12 8.203e-12 8.127e-12 8.265e-12 8.103e-12 8.105e-12 8.092e-12 8.088e-12 8.098e-12 8.095e-12 8.084e-12 8.081e-12 8.082e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 8.081e-12 +79 EP 8 1.677e-11 3.380e-01 4.521e-01 2.041e-01 3.359e-07 1.946e-09 4.043e-09 5.824e-03 1.952e-09 1.380e-09 2.031e-09 1.276e-09 1.311e-09 5.529e-10 5.890e-10 4.230e-10 3.170e-10 2.396e-10 2.349e-10 2.901e-10 2.153e-10 2.019e-10 1.299e-10 1.123e-10 1.108e-10 8.286e-11 7.989e-11 5.903e-11 7.277e-11 7.032e-11 9.402e-10 1.184e-09 1.559e-09 1.307e-10 1.108e-10 8.383e-11 3.906e-11 1.075e-10 2.721e-11 2.321e-11 2.034e-11 2.001e-11 1.956e-11 1.811e-11 1.852e-11 1.738e-11 1.757e-11 1.742e-11 1.741e-11 1.700e-11 1.755e-11 1.699e-11 1.698e-11 1.696e-11 1.689e-11 1.686e-11 1.685e-11 1.680e-11 1.689e-11 1.680e-11 1.678e-11 1.677e-11 1.677e-11 1.684e-11 1.677e-11 +79 EP 9 7.313e-12 4.358e-10 2.605e-02 2.124e-09 2.703e-08 1.059e-01 2.112e-01 2.685e-01 2.102e-01 1.254e-01 4.685e-02 3.314e-03 4.835e-08 8.254e-10 1.438e-06 7.085e-08 3.314e-07 1.373e-06 2.535e-03 3.374e-10 4.998e-10 3.817e-10 2.992e-10 2.223e-10 1.539e-10 1.141e-10 8.986e-11 7.016e-11 1.012e-10 1.161e-10 2.091e-10 9.550e-10 6.068e-10 1.444e-10 1.541e-10 1.378e-10 3.691e-11 1.041e-10 2.466e-11 1.597e-11 1.249e-11 1.090e-11 1.140e-11 9.162e-12 9.622e-12 8.475e-12 8.734e-12 8.279e-12 8.295e-12 7.811e-12 8.653e-12 7.684e-12 7.845e-12 7.693e-12 7.604e-12 7.437e-12 7.640e-12 7.415e-12 7.584e-12 7.403e-12 7.342e-12 7.313e-12 7.313e-12 7.538e-12 7.323e-12 +79 TP 1 3.245e-01 1.668e-01 6.580e-12 1.466e-02 7.107e-02 1.263e-01 1.485e-02 9.572e-02 1.861e-01 +79 TP 2 1.662e-01 2.990e-01 8.692e-10 3.169e-02 1.198e-01 1.797e-01 1.514e-02 4.801e-02 1.405e-01 +79 TP 3 7.973e-09 7.641e-08 7.869e-01 2.131e-01 2.131e-07 1.108e-06 8.245e-09 7.652e-09 7.926e-09 +79 TP 4 1.940e-02 6.569e-02 3.691e-04 5.246e-01 2.368e-01 1.175e-01 6.997e-11 2.389e-03 3.326e-02 +79 TP 5 9.542e-02 1.365e-01 1.820e-10 1.102e-01 3.519e-01 1.820e-01 1.526e-10 2.223e-02 1.017e-01 +79 TP 6 1.297e-01 1.294e-01 1.005e-10 6.112e-02 1.603e-01 3.577e-01 9.102e-03 4.127e-02 1.114e-01 +79 TP 7 1.228e-02 2.632e-02 9.535e-12 3.818e-11 3.053e-10 1.382e-02 9.312e-01 5.531e-09 1.637e-02 +79 TP 8 3.772e-01 9.766e-02 1.765e-11 3.395e-03 2.605e-02 5.358e-02 5.261e-09 2.914e-01 1.508e-01 +79 TP 9 1.913e-01 1.938e-01 4.302e-11 2.199e-02 9.380e-02 1.456e-01 1.556e-02 6.330e-02 2.746e-01 +80 IP 1 1.656e-01 +80 IP 2 8.869e-02 +80 IP 3 3.331e-02 +80 IP 4 5.226e-02 +80 IP 5 3.136e-04 +80 IP 6 4.442e-08 +80 IP 7 2.292e-08 +80 IP 8 5.097e-02 +80 IP 9 4.986e-02 +80 IP 10 1.004e-02 +80 IP 11 1.761e-01 +80 IP 12 3.018e-08 +80 IP 13 7.096e-02 +80 IP 14 1.832e-08 +80 IP 15 2.797e-01 +80 IP 16 2.222e-02 +80 IP 17 1.046e-08 +80 IP 18 1.733e-08 +80 EP 1 1.153e-11 2.367e-01 2.607e-01 2.189e-01 1.452e-01 8.301e-02 3.080e-02 1.488e-02 1.588e-08 6.738e-09 1.286e-09 8.022e-10 5.642e-05 5.707e-08 2.759e-03 1.669e-03 2.469e-04 1.314e-03 1.730e-03 5.418e-04 7.276e-04 1.769e-04 3.465e-10 3.562e-10 4.031e-04 1.564e-04 7.196e-11 2.898e-10 5.235e-10 4.468e-11 5.410e-11 7.595e-11 2.672e-11 3.232e-11 3.124e-11 1.694e-11 1.683e-11 1.704e-11 2.717e-11 1.359e-11 1.518e-11 1.541e-11 1.199e-11 1.208e-11 1.217e-11 1.210e-11 1.432e-11 1.159e-11 1.330e-11 1.155e-11 1.155e-11 1.159e-11 1.153e-11 1.197e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 1.153e-11 +80 EP 2 1.617e-11 7.004e-10 1.162e-08 1.251e-08 1.921e-01 3.954e-01 2.661e-01 1.272e-01 1.205e-06 1.976e-09 2.529e-04 2.094e-03 1.155e-05 6.043e-09 7.547e-05 5.715e-09 4.561e-09 5.043e-09 5.542e-09 7.455e-03 2.391e-09 3.467e-09 1.770e-09 2.500e-03 1.746e-05 1.457e-09 1.710e-04 1.658e-03 1.581e-03 1.800e-03 1.085e-05 1.632e-03 2.047e-09 1.531e-09 1.870e-09 3.006e-09 2.694e-10 7.074e-10 1.513e-10 9.089e-11 4.726e-11 6.140e-11 2.991e-11 5.579e-11 3.367e-11 3.598e-11 3.730e-08 2.198e-11 2.740e-11 1.845e-11 2.098e-11 1.976e-11 1.670e-11 2.556e-11 1.634e-11 1.658e-11 1.641e-11 1.630e-11 1.651e-11 1.635e-11 1.673e-11 1.624e-11 1.617e-11 1.618e-11 1.630e-11 +80 EP 3 4.680e-11 2.678e-01 5.772e-01 1.228e-01 4.520e-09 4.608e-07 1.261e-07 1.619e-02 7.370e-08 3.863e-09 5.163e-09 4.266e-03 6.375e-03 1.925e-04 4.523e-03 2.640e-07 4.651e-09 3.561e-09 2.402e-04 5.185e-09 4.912e-09 1.069e-08 1.993e-09 1.498e-09 2.234e-09 1.680e-09 3.418e-04 4.916e-10 4.814e-10 1.114e-09 9.238e-10 8.020e-10 4.089e-10 4.180e-10 5.349e-10 1.025e-09 1.461e-09 3.893e-10 2.582e-10 1.521e-10 9.758e-11 1.126e-10 5.887e-11 1.344e-08 6.781e-11 9.377e-11 8.849e-11 5.199e-11 5.747e-11 4.889e-11 5.897e-11 4.953e-11 4.712e-11 5.592e-11 4.687e-11 4.706e-11 4.692e-11 4.686e-11 4.703e-11 4.686e-11 4.705e-11 4.683e-11 4.680e-11 4.680e-11 4.687e-11 +80 EP 4 3.076e-11 7.535e-10 6.710e-03 1.225e-02 1.274e-02 1.284e-02 1.285e-02 1.108e-02 1.315e-02 1.505e-02 1.318e-02 1.798e-02 1.951e-02 2.061e-02 1.983e-02 2.402e-02 2.660e-02 2.804e-02 3.297e-02 3.824e-02 3.958e-02 3.577e-02 4.399e-02 5.056e-02 4.804e-02 4.930e-02 5.011e-02 4.985e-02 4.751e-02 4.633e-02 4.184e-02 4.010e-02 3.407e-02 2.377e-02 2.182e-02 1.484e-02 1.077e-02 8.199e-03 3.241e-03 1.990e-03 2.218e-04 4.045e-04 5.681e-10 1.113e-09 3.419e-10 2.078e-10 1.936e-10 2.441e-10 1.359e-10 5.289e-10 2.721e-10 2.296e-10 1.105e-10 5.745e-10 6.643e-11 8.120e-11 1.074e-10 1.188e-10 1.302e-10 7.341e-11 2.505e-07 6.119e-11 3.076e-11 4.422e-11 2.772e-05 +80 EP 5 1.677e-11 1.571e-10 1.790e-03 1.838e-04 4.277e-07 5.660e-03 1.883e-03 6.801e-04 2.096e-04 6.445e-03 1.490e-03 7.797e-03 5.169e-03 6.490e-03 2.392e-09 5.712e-05 2.543e-03 1.120e-02 2.918e-02 4.836e-02 7.828e-02 9.567e-02 1.091e-01 1.147e-01 1.120e-01 1.092e-01 8.778e-02 6.079e-02 4.724e-02 2.789e-02 1.769e-02 4.897e-03 2.503e-03 1.951e-03 9.885e-04 1.818e-04 4.653e-10 1.193e-08 3.541e-10 4.038e-10 1.803e-10 2.086e-10 1.647e-10 3.466e-10 7.508e-11 4.029e-05 7.994e-11 3.612e-11 5.831e-11 2.425e-11 2.711e-11 2.458e-11 1.876e-11 4.175e-11 1.784e-11 1.924e-11 1.752e-11 1.790e-11 1.771e-11 1.774e-11 1.853e-11 1.702e-11 1.677e-11 1.680e-11 1.806e-11 +80 EP 6 4.922e-11 9.291e-02 9.880e-05 4.941e-01 3.521e-01 4.269e-07 1.585e-07 1.080e-03 3.302e-02 3.825e-07 2.401e-06 2.343e-04 3.189e-09 1.514e-02 5.140e-06 4.690e-09 4.665e-09 1.756e-06 9.551e-09 2.868e-03 1.366e-09 1.657e-09 8.217e-04 5.836e-09 1.712e-06 1.019e-03 1.149e-08 1.558e-09 1.295e-06 1.560e-09 1.932e-03 2.997e-05 4.934e-08 2.430e-03 5.594e-04 7.981e-04 1.680e-04 6.037e-04 9.231e-05 1.816e-10 9.832e-11 1.766e-10 7.040e-11 1.757e-10 7.983e-11 9.150e-11 1.107e-10 5.986e-11 6.307e-11 5.262e-11 5.859e-11 5.353e-11 5.002e-11 5.898e-11 4.943e-11 4.968e-11 4.951e-11 4.940e-11 4.975e-11 4.942e-11 4.981e-11 4.931e-11 4.922e-11 4.922e-11 4.939e-11 +80 EP 7 1.254e-11 1.952e-10 2.031e-08 4.373e-09 4.046e-05 1.982e-08 6.170e-09 1.797e-09 4.959e-03 4.309e-02 1.091e-01 1.651e-01 1.775e-01 1.811e-01 1.346e-01 8.929e-02 4.624e-02 2.085e-02 4.293e-09 5.669e-04 2.448e-09 2.029e-04 1.923e-09 1.547e-04 4.164e-03 6.195e-03 2.794e-07 7.288e-03 3.738e-03 3.348e-03 9.434e-04 7.400e-04 2.375e-04 6.692e-04 6.159e-10 8.568e-09 1.436e-10 2.726e-10 1.464e-10 8.832e-11 6.523e-11 1.032e-10 3.958e-11 7.187e-11 3.505e-11 3.800e-11 7.811e-11 2.118e-11 2.649e-11 1.687e-11 1.734e-11 1.704e-11 1.358e-11 3.538e-06 1.292e-11 1.330e-11 1.297e-11 1.277e-11 1.315e-11 1.293e-11 1.356e-11 1.279e-11 1.254e-11 1.255e-11 1.277e-11 +80 EP 8 6.237e-12 1.022e-07 8.015e-02 1.117e-01 1.207e-01 1.247e-01 1.223e-01 1.096e-01 9.030e-02 6.902e-02 5.351e-02 4.048e-02 2.882e-02 2.065e-02 1.265e-02 7.685e-03 5.357e-03 2.038e-03 2.283e-04 3.837e-09 3.622e-10 3.029e-10 7.008e-10 2.272e-10 1.052e-09 2.166e-10 7.646e-11 4.158e-05 2.796e-05 4.963e-11 6.003e-11 7.047e-11 2.508e-11 2.426e-11 2.843e-11 1.188e-11 1.036e-11 1.038e-11 1.824e-11 8.202e-12 8.909e-12 9.579e-12 6.859e-12 6.772e-12 7.026e-12 6.928e-12 9.268e-12 6.334e-12 8.715e-12 6.269e-12 6.268e-12 6.310e-12 6.240e-12 6.814e-12 6.237e-12 6.238e-12 6.237e-12 6.237e-12 6.238e-12 6.237e-12 6.237e-12 6.237e-12 6.237e-12 6.237e-12 6.237e-12 +80 EP 9 1.983e-11 2.878e-10 3.243e-02 6.571e-02 7.259e-02 6.972e-02 7.134e-02 7.227e-02 7.272e-02 7.023e-02 6.385e-02 6.034e-02 5.528e-02 5.149e-02 3.984e-02 3.955e-02 3.087e-02 2.623e-02 2.242e-02 1.970e-02 1.433e-02 1.037e-02 1.085e-02 8.633e-03 6.419e-03 3.391e-03 2.909e-03 1.002e-03 1.194e-03 1.538e-03 8.971e-04 9.244e-04 3.811e-04 4.272e-10 5.706e-04 2.323e-10 5.601e-11 8.782e-11 1.861e-05 3.511e-11 5.972e-11 7.376e-11 2.621e-11 2.913e-11 2.838e-11 2.367e-11 2.292e-11 2.134e-11 2.482e-11 2.052e-11 2.024e-11 2.180e-11 1.988e-11 2.662e-11 1.983e-11 1.984e-11 1.983e-11 1.983e-11 1.985e-11 1.983e-11 1.984e-11 1.983e-11 1.983e-11 1.983e-11 1.983e-11 +80 EP 10 2.596e-11 1.117e-10 2.707e-09 1.724e-05 1.669e-03 1.174e-04 1.596e-09 4.081e-04 1.907e-09 1.246e-09 9.897e-10 8.968e-10 1.655e-09 4.517e-09 8.697e-04 3.001e-05 1.800e-09 4.127e-09 1.880e-06 8.979e-09 1.458e-09 6.643e-06 3.719e-03 1.365e-02 1.651e-02 2.835e-02 4.873e-02 6.208e-02 7.831e-02 9.641e-02 9.987e-02 1.019e-01 9.486e-02 8.443e-02 6.754e-02 5.599e-02 4.177e-02 3.405e-02 2.325e-02 1.707e-02 1.028e-02 9.331e-03 3.650e-03 2.322e-03 1.919e-03 9.007e-04 5.090e-10 3.515e-10 1.974e-10 8.169e-11 8.391e-11 9.907e-11 4.792e-11 1.106e-10 3.972e-11 4.742e-11 4.133e-11 3.285e-11 3.533e-11 3.466e-11 8.777e-11 2.945e-11 2.596e-11 2.762e-11 5.069e-11 +80 EP 11 6.562e-11 1.741e-01 2.098e-01 1.749e-01 1.305e-01 8.940e-02 6.719e-02 4.481e-02 3.359e-02 2.189e-02 1.396e-02 1.176e-02 7.840e-03 6.883e-03 4.719e-03 2.627e-03 1.424e-03 1.952e-03 7.436e-04 7.291e-04 5.473e-04 4.217e-04 7.975e-05 1.075e-04 8.278e-11 5.109e-05 7.912e-11 1.070e-10 8.134e-11 7.187e-11 7.160e-11 7.431e-11 6.754e-11 6.707e-11 6.681e-11 6.598e-11 6.577e-11 6.589e-11 6.672e-11 6.582e-11 6.574e-11 6.579e-11 6.563e-11 6.563e-11 6.563e-11 6.562e-11 6.568e-11 6.562e-11 6.566e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 6.562e-11 +80 EP 12 1.833e-11 1.286e-10 1.716e-03 4.903e-03 4.791e-03 5.897e-03 4.585e-03 9.603e-03 1.305e-02 1.708e-02 2.715e-02 3.171e-02 3.711e-02 3.669e-02 3.732e-02 3.722e-02 3.638e-02 3.753e-02 4.255e-02 4.653e-02 6.070e-02 6.760e-02 6.729e-02 7.068e-02 6.944e-02 6.290e-02 5.094e-02 4.134e-02 3.267e-02 2.037e-02 1.154e-02 8.391e-03 3.489e-03 8.139e-04 1.670e-09 5.516e-10 3.829e-10 2.531e-10 3.630e-10 1.408e-10 2.903e-10 2.587e-10 2.883e-10 2.688e-10 4.444e-10 8.889e-11 6.386e-11 8.275e-11 6.292e-11 4.665e-11 3.202e-11 4.082e-11 2.338e-11 4.881e-11 2.061e-11 2.399e-11 2.085e-11 1.957e-11 2.010e-11 1.991e-11 2.532e-11 1.969e-11 1.833e-11 1.840e-11 1.958e-11 +80 EP 13 1.122e-11 2.425e-10 2.131e-07 2.975e-06 1.084e-09 1.984e-03 9.241e-02 1.807e-01 2.418e-01 2.105e-01 1.296e-01 6.036e-02 3.027e-02 1.134e-08 1.890e-09 5.319e-09 2.214e-09 2.174e-09 6.812e-03 9.407e-04 5.212e-03 6.485e-03 7.505e-03 5.682e-03 8.125e-03 2.404e-03 5.397e-03 4.057e-04 1.006e-03 1.914e-05 1.970e-03 3.615e-04 2.619e-09 2.282e-05 8.636e-10 4.720e-09 1.804e-10 2.128e-10 1.295e-10 6.506e-11 4.392e-11 4.259e-11 2.637e-11 4.001e-11 2.587e-11 2.932e-11 6.102e-11 1.684e-11 2.713e-11 1.395e-11 1.672e-11 1.383e-11 1.184e-11 2.341e-11 1.143e-11 1.166e-11 1.148e-11 1.135e-11 1.156e-11 1.144e-11 1.182e-11 1.129e-11 1.122e-11 1.123e-11 1.137e-11 +80 EP 14 3.039e-11 1.221e-10 3.417e-10 1.210e-07 4.098e-09 9.672e-10 1.581e-03 2.050e-03 3.295e-03 3.646e-03 1.389e-02 1.366e-02 1.224e-02 1.833e-02 2.699e-02 2.926e-02 3.575e-02 3.670e-02 3.587e-02 3.634e-02 3.237e-02 3.786e-02 3.671e-02 3.866e-02 4.079e-02 4.418e-02 4.757e-02 5.835e-02 5.677e-02 5.905e-02 5.703e-02 5.288e-02 4.288e-02 3.267e-02 2.628e-02 2.355e-02 1.529e-02 8.538e-03 7.978e-03 4.064e-03 2.560e-03 1.823e-03 1.282e-03 8.959e-04 2.839e-04 1.007e-04 8.319e-11 1.317e-10 7.249e-11 3.971e-11 4.996e-11 3.702e-11 3.826e-11 1.036e-10 3.145e-11 3.665e-11 3.411e-11 3.081e-11 3.292e-11 3.040e-11 3.697e-11 3.039e-11 3.039e-11 3.039e-11 4.035e-11 +80 EP 15 1.570e-11 6.706e-10 2.966e-03 4.049e-09 4.031e-09 1.241e-09 6.587e-03 8.817e-03 3.364e-02 4.796e-02 6.139e-02 7.351e-02 8.476e-02 8.582e-02 9.329e-02 9.217e-02 8.466e-02 7.502e-02 6.564e-02 5.416e-02 4.354e-02 3.186e-02 2.205e-02 1.485e-02 8.614e-03 3.648e-03 2.521e-03 1.710e-03 5.552e-07 5.872e-07 3.854e-04 1.409e-04 2.422e-04 5.522e-10 3.883e-05 7.011e-11 4.123e-11 5.183e-11 5.254e-11 2.993e-11 3.115e-11 5.333e-11 2.139e-11 2.197e-11 2.311e-11 2.318e-11 4.056e-11 1.665e-11 8.234e-11 1.613e-11 1.608e-11 1.662e-11 1.582e-11 2.169e-11 1.571e-11 1.574e-11 1.570e-11 1.571e-11 1.572e-11 1.570e-11 1.571e-11 1.570e-11 1.570e-11 1.570e-11 1.571e-11 +80 EP 16 2.372e-11 9.465e-10 2.715e-01 4.086e-01 2.288e-01 5.063e-02 1.827e-02 9.918e-09 4.464e-03 1.890e-04 7.901e-06 1.482e-06 9.156e-03 1.333e-08 4.529e-03 1.174e-05 2.349e-07 1.976e-08 1.015e-04 3.846e-09 3.130e-09 3.927e-04 5.902e-09 3.596e-09 3.291e-03 2.148e-08 1.894e-09 1.003e-09 1.036e-09 9.491e-10 1.309e-09 1.136e-09 1.244e-09 8.781e-10 5.720e-10 5.098e-09 4.439e-10 1.816e-10 1.770e-10 1.204e-10 1.036e-10 1.294e-10 4.819e-11 1.059e-10 6.078e-11 5.058e-11 1.001e-10 3.578e-11 4.591e-11 2.896e-11 3.226e-11 2.922e-11 2.479e-11 4.889e-11 2.409e-11 2.459e-11 2.428e-11 2.400e-11 2.453e-11 2.418e-11 2.518e-11 2.385e-11 2.372e-11 2.373e-11 2.393e-11 +80 EP 17 6.597e-11 1.201e-10 7.673e-10 5.064e-10 8.960e-10 3.840e-10 5.187e-10 6.031e-10 2.097e-09 7.019e-10 5.993e-10 6.166e-10 9.096e-10 4.113e-07 7.133e-10 7.891e-06 8.492e-10 3.005e-09 3.208e-03 7.378e-09 5.488e-09 4.486e-03 2.902e-04 1.124e-07 4.052e-07 1.517e-07 3.524e-08 6.345e-09 5.683e-03 6.681e-09 5.811e-03 1.006e-02 3.160e-02 4.028e-02 5.415e-02 7.553e-02 8.894e-02 7.789e-02 8.667e-02 8.206e-02 8.037e-02 6.442e-02 5.984e-02 4.743e-02 3.930e-02 3.309e-02 2.709e-02 2.019e-02 1.807e-02 1.234e-02 8.773e-03 6.465e-03 5.145e-03 3.016e-03 2.045e-03 1.583e-03 1.451e-03 6.597e-04 9.895e-04 4.618e-04 2.633e-04 1.979e-04 6.597e-11 6.597e-05 7.248e-05 +80 EP 18 1.316e-11 1.641e-10 1.435e-03 6.986e-06 5.981e-08 2.227e-05 7.869e-03 2.831e-03 5.857e-03 5.059e-09 5.145e-09 1.803e-09 1.521e-03 2.517e-02 6.546e-02 1.051e-01 1.433e-01 1.584e-01 1.481e-01 1.220e-01 8.787e-02 6.428e-02 4.007e-02 1.680e-02 7.538e-08 4.748e-09 2.443e-09 2.480e-09 1.005e-09 1.698e-05 4.782e-05 5.457e-04 3.138e-03 7.495e-09 2.905e-08 1.356e-05 2.905e-10 9.135e-10 2.121e-10 1.412e-10 1.106e-10 8.268e-11 5.226e-11 1.301e-10 4.257e-11 4.072e-11 3.773e-06 2.428e-11 4.109e-11 1.803e-11 2.034e-11 2.249e-11 1.453e-11 9.434e-11 1.384e-11 1.422e-11 1.394e-11 1.364e-11 1.465e-11 1.384e-11 1.549e-11 1.351e-11 1.316e-11 1.317e-11 1.337e-11 +80 TP 1 4.919e-01 6.944e-05 5.578e-10 1.199e-10 2.727e-06 5.882e-07 3.051e-06 3.895e-01 1.065e-01 3.151e-10 8.602e-07 2.910e-03 2.949e-05 1.778e-10 1.830e-09 8.917e-09 7.013e-11 9.026e-03 +80 TP 2 3.093e-09 2.422e-01 6.646e-02 4.225e-07 3.168e-02 5.981e-02 1.055e-01 3.520e-02 4.206e-02 2.881e-02 2.363e-10 9.160e-02 1.646e-01 3.450e-07 1.379e-09 4.167e-02 1.478e-03 8.894e-02 +80 TP 3 1.872e-02 1.599e-01 2.379e-01 1.973e-08 1.663e-09 2.311e-02 5.364e-02 3.805e-09 6.483e-02 5.173e-03 6.823e-10 4.554e-02 1.223e-01 6.829e-10 1.457e-09 2.325e-01 3.134e-04 3.604e-02 +80 TP 4 6.306e-10 1.256e-03 6.312e-06 6.915e-01 1.765e-03 1.196e-02 1.882e-04 5.572e-10 5.845e-10 8.527e-02 4.763e-10 5.112e-02 3.001e-03 6.929e-03 5.946e-10 1.286e-06 1.434e-01 3.624e-03 +80 TP 5 7.622e-03 8.076e-02 2.177e-02 1.232e-05 1.946e-01 2.302e-02 1.243e-01 5.064e-02 5.493e-08 5.692e-02 9.976e-11 7.694e-02 1.374e-01 4.794e-09 4.965e-02 6.635e-02 6.240e-03 1.039e-01 +80 TP 6 1.692e-05 2.041e-01 9.335e-02 5.326e-05 3.065e-08 2.600e-01 8.091e-02 1.044e-08 8.456e-03 1.426e-02 5.387e-10 6.637e-02 1.362e-01 1.531e-09 3.312e-09 7.545e-02 1.271e-03 5.949e-02 +80 TP 7 3.825e-04 8.657e-02 2.574e-02 5.921e-03 1.089e-02 2.060e-02 2.964e-01 1.444e-02 4.702e-03 5.402e-02 8.059e-11 1.089e-01 1.402e-01 6.037e-04 2.264e-02 7.269e-02 4.285e-03 1.310e-01 +80 TP 8 2.032e-01 2.447e-03 9.439e-08 8.218e-11 1.566e-07 2.048e-07 1.485e-02 5.960e-01 1.460e-01 3.337e-04 2.063e-03 1.462e-02 1.376e-02 2.115e-10 6.651e-05 2.434e-06 1.036e-10 6.643e-03 +80 TP 9 8.348e-09 5.029e-03 2.276e-03 2.797e-10 8.011e-02 2.336e-04 9.201e-04 5.372e-07 6.747e-04 1.379e-09 4.141e-10 3.546e-07 3.065e-06 1.569e-09 8.595e-01 2.243e-02 2.524e-10 2.880e-02 +80 TP 10 2.305e-10 6.484e-03 4.678e-10 7.632e-02 1.151e-01 1.185e-03 3.748e-02 4.412e-10 2.955e-10 2.369e-01 6.538e-11 1.306e-09 2.488e-02 4.403e-01 1.601e-08 1.207e-09 4.575e-02 1.562e-02 +80 TP 11 1.146e-07 1.179e-09 7.955e-10 5.509e-10 4.087e-10 4.717e-10 9.035e-10 1.857e-02 5.781e-03 1.205e-04 9.755e-01 2.868e-10 6.685e-10 2.647e-10 3.270e-09 5.641e-10 9.221e-11 6.696e-10 +80 TP 12 3.902e-10 1.055e-02 6.546e-10 3.804e-02 4.833e-01 7.805e-06 3.385e-02 1.541e-09 9.698e-10 7.280e-02 1.088e-10 4.161e-02 1.021e-03 1.977e-01 3.814e-03 2.903e-09 2.893e-02 8.829e-02 +80 TP 13 1.174e-09 9.513e-02 3.292e-02 1.875e-04 2.647e-02 3.561e-02 1.443e-01 3.873e-02 2.357e-02 4.242e-02 1.289e-10 1.047e-01 2.851e-01 2.942e-04 1.066e-03 6.839e-02 1.807e-03 9.936e-02 +80 TP 14 1.207e-09 1.138e-01 1.980e-02 2.310e-05 7.775e-06 1.165e-02 1.943e-01 9.277e-10 6.593e-10 4.641e-08 3.715e-05 1.722e-01 2.003e-01 2.885e-09 1.492e-09 1.041e-01 1.411e-09 1.837e-01 +80 TP 15 1.466e-01 4.588e-02 1.390e-02 2.518e-10 3.411e-02 1.790e-08 5.480e-03 3.237e-01 1.139e-01 6.968e-10 4.807e-04 1.140e-02 4.986e-02 1.212e-09 2.161e-01 3.158e-02 1.141e-10 7.062e-03 +80 TP 16 2.020e-02 1.193e-01 2.308e-02 1.480e-09 3.754e-02 5.529e-02 1.150e-01 1.690e-03 8.141e-02 4.307e-02 2.484e-10 1.136e-01 1.534e-01 1.595e-09 3.637e-09 1.193e-01 9.835e-04 1.160e-01 +80 TP 17 2.344e-10 1.908e-09 2.700e-10 2.499e-01 1.439e-07 8.994e-06 1.691e-09 3.934e-10 2.969e-10 1.090e-01 8.720e-05 3.837e-08 4.417e-03 2.708e-01 5.805e-10 5.943e-10 3.657e-01 3.788e-09 +80 TP 18 5.373e-03 7.730e-02 1.802e-02 9.605e-03 5.502e-02 1.968e-02 1.212e-01 3.380e-03 4.435e-03 7.186e-02 4.193e-09 8.241e-02 1.203e-01 9.918e-03 1.948e-02 7.423e-02 7.531e-03 3.003e-01 +81 IP 1 5.593e-02 +81 IP 2 1.080e-08 +81 IP 3 2.549e-02 +81 IP 4 1.072e-02 +81 IP 5 4.341e-02 +81 IP 6 2.565e-03 +81 IP 7 3.198e-02 +81 IP 8 1.232e-01 +81 IP 9 8.729e-09 +81 IP 10 2.938e-03 +81 IP 11 2.044e-08 +81 IP 12 3.723e-03 +81 IP 13 4.287e-02 +81 IP 14 8.197e-09 +81 IP 15 2.032e-01 +81 IP 16 2.306e-01 +81 IP 17 2.233e-01 +81 IP 18 6.397e-08 +81 EP 1 1.588e-11 1.438e-10 9.235e-03 6.887e-03 1.677e-03 5.657e-03 7.415e-03 2.390e-03 7.282e-03 5.340e-03 9.164e-03 1.078e-02 1.218e-02 1.690e-02 1.561e-02 3.068e-02 4.778e-02 6.346e-02 8.063e-02 9.296e-02 9.431e-02 9.494e-02 9.180e-02 8.080e-02 6.477e-02 5.140e-02 3.429e-02 2.299e-02 1.311e-02 7.822e-03 6.608e-03 1.800e-03 2.716e-03 2.225e-03 2.088e-03 6.345e-04 1.192e-03 7.033e-10 4.736e-04 3.773e-06 2.141e-10 5.673e-11 9.712e-11 4.797e-11 6.829e-11 4.044e-11 3.348e-11 5.364e-11 2.176e-11 3.359e-11 3.199e-11 2.847e-11 1.865e-11 1.833e-11 1.626e-11 1.620e-11 1.895e-11 2.181e-11 1.590e-11 1.589e-11 1.590e-11 1.608e-11 1.588e-11 1.588e-11 +81 EP 2 1.647e-11 5.342e-11 4.784e-10 1.321e-09 1.089e-09 5.041e-09 2.090e-09 2.989e-09 1.130e-08 3.651e-03 1.316e-03 3.747e-04 1.626e-09 3.316e-03 5.399e-03 2.906e-03 3.731e-03 6.582e-03 2.491e-03 6.382e-03 2.019e-02 3.593e-02 5.396e-02 6.990e-02 8.782e-02 1.039e-01 1.175e-01 1.100e-01 1.049e-01 9.535e-02 6.640e-02 4.422e-02 2.717e-02 1.716e-02 3.755e-03 5.650e-03 1.479e-09 3.083e-07 3.090e-08 9.533e-10 9.926e-10 2.294e-10 2.177e-10 2.931e-10 1.176e-10 2.273e-10 2.731e-09 8.123e-08 6.593e-11 5.404e-11 3.384e-11 2.825e-05 2.775e-11 4.891e-11 1.946e-11 2.068e-11 2.169e-11 7.502e-11 1.781e-11 1.738e-11 1.726e-11 4.926e-11 1.664e-11 1.726e-11 +81 EP 3 1.902e-11 6.955e-11 1.130e-02 2.158e-02 1.753e-02 2.168e-02 2.458e-02 2.693e-02 2.991e-02 2.781e-02 3.344e-02 4.124e-02 3.593e-02 1.559e-02 2.596e-08 7.453e-05 6.007e-03 3.336e-02 5.046e-02 7.734e-02 8.729e-02 9.125e-02 9.388e-02 7.984e-02 5.902e-02 4.854e-02 2.782e-02 2.236e-02 8.286e-03 1.499e-03 2.174e-09 5.386e-03 5.488e-05 2.298e-05 1.829e-09 4.950e-10 3.984e-10 9.645e-10 4.683e-10 6.106e-10 4.285e-10 1.549e-10 3.098e-10 2.276e-10 1.480e-10 1.250e-10 8.197e-11 6.672e-11 7.134e-11 4.699e-11 4.353e-11 1.031e-10 3.456e-11 4.781e-11 2.410e-11 2.285e-11 2.489e-11 7.253e-11 2.287e-11 2.119e-11 2.413e-11 3.600e-11 1.946e-11 2.157e-11 +81 EP 4 1.796e-11 6.913e-10 9.403e-07 2.098e-03 2.134e-01 4.442e-01 2.512e-01 7.946e-02 4.928e-07 4.813e-09 1.656e-09 7.357e-08 7.454e-05 1.973e-09 1.167e-06 6.222e-03 1.872e-04 3.635e-09 3.761e-08 5.776e-09 2.016e-08 9.008e-09 2.309e-04 2.243e-08 2.447e-03 5.072e-09 9.123e-10 6.142e-10 9.296e-09 3.434e-10 1.383e-09 4.926e-10 1.684e-07 7.602e-09 4.928e-04 1.408e-09 1.421e-10 3.212e-10 1.485e-06 1.183e-10 2.063e-10 7.649e-11 2.525e-10 4.195e-10 4.166e-11 3.348e-11 2.592e-11 2.547e-11 2.524e-11 2.640e-11 2.332e-11 2.662e-11 1.997e-11 1.943e-11 1.830e-11 1.847e-11 1.882e-11 2.187e-11 1.843e-11 1.802e-11 1.860e-11 1.895e-11 1.796e-11 1.798e-11 +81 EP 5 1.538e-11 2.718e-10 3.207e-06 7.975e-09 1.349e-09 1.387e-03 1.630e-01 2.959e-01 2.852e-01 1.687e-01 7.377e-02 1.137e-06 1.556e-09 3.104e-09 1.117e-03 1.480e-03 1.084e-03 7.096e-03 4.703e-09 1.711e-08 7.378e-07 1.888e-09 2.425e-05 7.499e-07 8.827e-09 1.382e-09 1.036e-09 1.717e-09 2.793e-09 3.644e-10 5.529e-10 8.713e-10 1.762e-09 2.131e-09 1.446e-04 1.826e-04 2.050e-10 6.399e-04 3.396e-04 2.053e-10 2.526e-09 1.222e-10 4.142e-05 1.405e-10 5.475e-11 2.913e-11 2.335e-11 2.788e-11 2.301e-11 3.010e-11 2.037e-11 2.812e-11 1.720e-11 1.700e-11 1.574e-11 1.592e-11 1.642e-11 1.921e-11 1.618e-11 1.544e-11 1.600e-11 1.647e-11 1.538e-11 1.540e-11 +81 EP 6 2.348e-11 1.354e-09 1.750e-04 5.915e-01 3.768e-01 1.083e-06 1.856e-07 5.884e-03 1.962e-02 6.000e-09 1.949e-09 1.119e-08 4.520e-08 2.071e-09 1.012e-03 1.628e-09 7.875e-05 1.030e-08 3.324e-03 1.039e-03 1.040e-08 1.010e-07 4.185e-09 2.805e-08 4.466e-05 2.223e-09 9.814e-10 2.668e-09 4.986e-09 4.152e-10 4.207e-08 3.262e-09 2.843e-09 1.321e-04 3.108e-04 7.552e-10 1.366e-10 2.865e-10 1.980e-10 1.639e-10 3.646e-10 8.206e-11 6.353e-11 6.420e-10 4.618e-11 4.670e-11 3.389e-11 3.297e-11 3.850e-11 3.349e-11 3.114e-11 3.259e-11 2.666e-11 2.520e-11 2.392e-11 2.415e-11 2.483e-11 2.860e-11 2.408e-11 2.354e-11 2.380e-11 2.471e-11 2.348e-11 2.348e-11 +81 EP 7 1.981e-11 5.364e-11 5.868e-03 6.011e-03 6.080e-03 3.941e-03 2.200e-03 4.431e-03 2.840e-03 6.808e-03 1.022e-02 1.025e-02 1.662e-02 2.360e-02 2.973e-02 3.046e-02 3.186e-02 2.891e-02 2.809e-02 2.845e-02 2.634e-02 3.004e-02 3.056e-02 3.531e-02 4.384e-02 4.564e-02 5.063e-02 5.364e-02 5.281e-02 5.646e-02 4.998e-02 4.441e-02 4.052e-02 4.091e-02 3.183e-02 2.380e-02 1.995e-02 1.465e-02 1.232e-02 8.814e-03 3.896e-03 3.046e-03 2.497e-03 6.985e-04 4.568e-04 5.504e-04 4.424e-10 1.561e-10 1.149e-10 5.588e-11 6.076e-11 3.593e-10 7.545e-11 5.754e-11 4.654e-11 4.169e-11 2.026e-10 1.955e-05 3.859e-11 2.382e-11 5.581e-11 1.981e-05 2.013e-11 2.477e-11 +81 EP 8 1.245e-11 5.927e-10 1.115e-02 2.217e-04 1.177e-07 2.137e-09 9.909e-06 7.607e-03 3.616e-02 5.900e-02 7.380e-02 1.032e-01 1.095e-01 1.138e-01 1.185e-01 1.010e-01 8.109e-02 6.320e-02 4.672e-02 3.256e-02 2.066e-02 1.518e-02 6.563e-03 7.668e-09 3.251e-05 7.146e-10 6.157e-10 8.576e-10 1.077e-08 2.692e-10 3.800e-08 2.454e-10 1.016e-10 8.875e-11 8.056e-11 6.596e-11 7.858e-11 5.933e-11 6.214e-11 5.089e-11 3.521e-11 2.303e-11 2.615e-11 2.297e-11 8.274e-11 1.812e-11 1.402e-11 1.621e-11 1.375e-11 1.734e-11 1.698e-11 1.374e-11 1.277e-11 1.256e-11 1.246e-11 1.247e-11 1.259e-11 1.286e-11 1.246e-11 1.245e-11 1.247e-11 1.246e-11 1.245e-11 1.245e-11 +81 EP 9 8.842e-11 1.231e-10 5.511e-10 7.569e-10 1.236e-09 2.214e-09 1.551e-09 1.075e-07 1.356e-09 1.599e-03 1.483e-03 2.830e-04 1.228e-03 7.067e-04 2.985e-03 3.738e-03 6.632e-03 1.864e-04 1.829e-03 4.533e-09 4.226e-09 3.861e-03 8.243e-03 2.884e-03 7.183e-03 1.003e-02 2.590e-02 1.978e-02 1.435e-02 1.442e-02 4.391e-09 2.592e-08 1.946e-08 6.567e-03 2.575e-02 4.290e-02 5.168e-02 6.411e-02 7.390e-02 8.149e-02 9.077e-02 7.247e-02 6.581e-02 5.624e-02 5.586e-02 4.339e-02 3.742e-02 2.890e-02 1.979e-02 1.742e-02 1.096e-02 8.606e-03 5.924e-03 3.183e-03 3.707e-03 1.945e-03 1.853e-03 3.546e-04 4.414e-04 6.182e-04 4.421e-04 5.518e-10 8.843e-05 8.842e-05 +81 EP 10 1.214e-11 1.586e-10 3.834e-02 3.168e-08 1.352e-09 6.390e-09 1.130e-05 4.083e-07 3.819e-02 1.265e-01 1.836e-01 2.054e-01 1.693e-01 1.170e-01 7.343e-02 2.562e-02 9.969e-03 2.310e-09 2.127e-09 1.722e-09 2.627e-09 2.704e-08 9.309e-03 3.127e-03 1.517e-06 2.863e-08 1.860e-09 2.729e-09 8.267e-10 3.423e-10 7.596e-10 1.661e-09 1.335e-09 1.466e-07 1.630e-09 3.446e-10 2.077e-10 7.827e-07 2.806e-09 1.054e-04 1.046e-04 6.474e-11 9.726e-11 4.042e-10 1.010e-10 3.844e-11 2.265e-11 2.118e-11 2.306e-11 2.867e-11 1.796e-11 2.800e-11 1.432e-11 1.412e-11 1.255e-11 1.310e-11 1.373e-11 1.760e-11 1.293e-11 1.222e-11 1.254e-11 1.360e-11 1.214e-11 1.217e-11 +81 EP 11 3.384e-11 6.014e-11 3.585e-10 6.468e-10 1.392e-09 3.246e-09 3.306e-04 1.682e-09 1.954e-09 9.521e-04 5.333e-09 2.889e-09 1.149e-06 2.250e-09 1.695e-09 3.717e-09 4.188e-09 5.247e-09 9.389e-03 7.325e-03 7.930e-07 1.050e-05 8.153e-09 2.150e-09 7.870e-05 1.061e-06 3.041e-09 1.484e-02 3.268e-02 4.557e-02 8.476e-02 1.032e-01 1.196e-01 1.142e-01 1.116e-01 8.800e-02 7.851e-02 6.081e-02 4.174e-02 2.905e-02 2.129e-02 1.553e-02 9.917e-03 6.576e-03 2.038e-03 1.407e-03 3.227e-04 6.059e-06 2.089e-04 2.248e-10 1.341e-10 1.184e-09 1.111e-10 3.593e-10 5.658e-11 6.536e-11 5.922e-11 1.343e-10 4.900e-11 6.337e-11 4.460e-11 1.510e-10 3.909e-11 3.970e-11 +81 EP 12 1.294e-11 7.475e-11 9.967e-03 5.512e-03 2.410e-05 2.261e-03 6.794e-04 3.815e-04 3.501e-04 1.524e-07 2.068e-08 9.400e-03 3.993e-02 8.910e-02 1.249e-01 1.581e-01 1.548e-01 1.313e-01 1.039e-01 7.282e-02 5.525e-02 2.975e-02 3.040e-03 6.229e-03 2.772e-06 1.784e-09 8.392e-10 1.236e-04 4.043e-06 5.781e-04 5.477e-08 1.952e-04 1.403e-03 2.387e-09 2.677e-09 4.160e-10 2.622e-10 1.321e-08 3.257e-10 2.342e-10 7.342e-10 7.817e-11 1.169e-10 2.448e-09 1.290e-10 1.043e-10 4.550e-11 2.708e-11 4.728e-11 4.027e-11 4.110e-11 4.802e-11 1.725e-11 2.098e-11 1.380e-11 1.396e-11 1.468e-11 4.787e-11 1.370e-11 1.322e-11 1.376e-11 1.580e-11 1.297e-11 1.313e-11 +81 EP 13 3.389e-11 2.241e-01 6.172e-01 1.288e-01 3.369e-09 1.595e-04 7.584e-09 8.810e-09 6.174e-09 2.428e-09 2.019e-09 1.515e-08 2.248e-06 1.776e-09 6.082e-09 1.944e-09 8.291e-03 8.292e-04 3.328e-03 2.949e-03 6.479e-03 5.236e-04 2.603e-03 5.061e-04 1.412e-03 1.407e-03 1.179e-09 4.720e-07 8.260e-05 3.408e-10 2.568e-04 4.217e-04 5.421e-04 2.432e-09 1.281e-09 3.484e-10 4.723e-10 3.874e-10 1.579e-10 1.308e-10 1.452e-10 1.257e-10 7.676e-11 3.086e-09 5.433e-11 5.325e-11 4.141e-11 4.181e-11 4.898e-11 4.211e-11 3.964e-11 4.063e-11 3.595e-11 3.509e-11 3.414e-11 3.434e-11 3.448e-11 3.700e-11 3.427e-11 3.392e-11 3.422e-11 3.436e-11 3.389e-11 3.390e-11 +81 EP 14 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.892e-08 1.893e-08 1.895e-08 1.893e-08 1.892e-08 1.892e-08 1.893e-08 1.893e-08 1.893e-08 1.903e-08 1.892e-08 1.892e-08 1.893e-08 1.894e-08 1.893e-08 1.892e-08 1.892e-08 1.893e-08 1.893e-08 1.893e-08 1.892e-08 1.892e-08 1.893e-08 1.894e-02 1.904e-08 1.893e-08 1.895e-08 2.339e-08 4.777e-02 1.893e-08 2.738e-08 4.289e-02 9.363e-02 1.893e-08 5.690e-02 3.785e-02 7.491e-02 5.678e-02 5.678e-02 7.715e-02 1.514e-01 1.521e-01 9.465e-02 1.908e-02 1.908e-02 1.893e-08 1.892e-08 1.897e-08 1.894e-08 +81 EP 15 6.215e-12 9.707e-10 7.672e-02 1.238e-01 1.354e-01 1.405e-01 1.353e-01 1.241e-01 9.095e-02 6.739e-02 4.848e-02 3.001e-02 1.742e-02 8.150e-03 1.725e-09 3.111e-06 6.333e-10 4.736e-10 3.242e-10 1.052e-09 3.684e-09 6.311e-10 8.806e-10 8.155e-04 7.463e-04 3.447e-10 1.485e-04 3.541e-10 1.249e-05 5.243e-11 3.580e-10 2.305e-10 2.977e-11 2.150e-11 1.917e-11 1.930e-11 4.857e-11 1.484e-11 1.931e-11 1.365e-11 1.251e-11 1.124e-11 1.043e-11 9.338e-12 1.164e-11 7.123e-12 6.491e-12 7.022e-12 6.480e-12 7.414e-12 6.791e-12 6.650e-12 6.277e-12 6.226e-12 6.218e-12 6.219e-12 6.241e-12 6.282e-12 6.216e-12 6.215e-12 6.232e-12 6.216e-12 6.215e-12 6.216e-12 +81 EP 16 1.380e-11 2.628e-01 2.883e-01 2.132e-01 1.426e-01 7.143e-02 2.101e-02 5.262e-04 2.805e-09 1.135e-09 9.940e-10 4.436e-10 8.946e-10 1.498e-09 4.747e-10 6.207e-10 3.539e-10 4.208e-10 2.678e-10 4.000e-10 7.096e-10 3.276e-10 2.277e-10 2.640e-10 6.950e-10 2.888e-10 3.104e-10 9.095e-06 4.113e-10 5.496e-11 2.443e-05 4.662e-10 3.738e-11 2.905e-11 2.735e-11 2.831e-11 5.882e-11 2.131e-11 2.630e-11 1.995e-11 1.883e-11 2.213e-11 1.693e-11 1.675e-11 1.669e-11 1.430e-11 1.396e-11 1.430e-11 1.405e-11 1.468e-11 1.415e-11 1.401e-11 1.383e-11 1.381e-11 1.380e-11 1.380e-11 1.381e-11 1.383e-11 1.380e-11 1.380e-11 1.381e-11 1.380e-11 1.380e-11 1.380e-11 +81 EP 17 5.604e-11 1.304e-01 1.841e-01 1.552e-01 1.211e-01 9.006e-02 7.054e-02 5.467e-02 3.978e-02 3.473e-02 2.758e-02 2.092e-02 1.452e-02 1.353e-02 9.808e-03 6.888e-03 6.672e-03 4.888e-03 4.224e-03 2.162e-03 3.031e-03 2.057e-03 9.129e-04 9.788e-04 4.707e-04 6.232e-04 6.981e-05 7.629e-05 6.354e-05 6.162e-11 9.885e-11 7.254e-11 6.361e-11 5.825e-11 5.740e-11 5.641e-11 5.955e-11 5.631e-11 5.631e-11 5.621e-11 5.609e-11 5.607e-11 5.611e-11 5.607e-11 5.620e-11 5.606e-11 5.604e-11 5.604e-11 5.604e-11 5.604e-11 5.605e-11 5.606e-11 5.604e-11 5.607e-11 5.604e-11 5.604e-11 5.604e-11 5.604e-11 5.604e-11 5.604e-11 5.605e-11 5.604e-11 5.604e-11 5.604e-11 +81 EP 18 1.661e-11 1.472e-10 9.385e-03 1.790e-02 2.512e-02 3.498e-02 3.185e-02 3.522e-02 3.950e-02 3.530e-02 3.921e-02 3.777e-02 3.753e-02 3.495e-02 4.064e-02 4.311e-02 4.215e-02 4.907e-02 5.276e-02 5.219e-02 4.887e-02 4.832e-02 4.611e-02 4.129e-02 3.791e-02 3.164e-02 2.470e-02 1.808e-02 1.462e-02 9.208e-03 7.584e-03 5.129e-03 3.080e-03 1.328e-03 1.463e-03 1.265e-03 5.174e-04 1.044e-08 5.801e-10 2.635e-09 1.501e-07 1.458e-04 1.615e-05 8.113e-05 1.620e-10 2.557e-10 3.741e-11 3.147e-11 3.535e-11 2.447e-11 3.397e-11 3.500e-11 2.171e-11 1.763e-11 1.687e-11 1.727e-11 1.999e-11 1.954e-11 1.703e-11 1.661e-11 1.704e-11 1.663e-11 1.661e-11 1.661e-11 +81 TP 1 2.436e-01 4.897e-02 6.293e-06 6.829e-02 7.905e-02 5.667e-02 2.800e-03 5.658e-02 2.323e-10 1.124e-01 6.653e-04 4.513e-02 3.157e-02 1.612e-11 1.410e-01 2.849e-02 2.105e-10 8.475e-02 +81 TP 2 3.924e-02 1.783e-01 1.232e-01 6.844e-02 8.777e-02 5.077e-02 1.301e-01 8.855e-03 8.882e-03 1.405e-01 9.505e-10 1.421e-01 2.121e-02 1.679e-11 1.281e-09 6.334e-04 7.070e-11 3.665e-05 +81 TP 3 2.671e-08 7.275e-09 4.181e-01 4.596e-02 3.534e-02 3.064e-02 2.139e-01 1.513e-09 3.427e-02 3.317e-02 3.917e-02 1.040e-01 2.880e-02 1.925e-11 1.952e-07 2.696e-03 1.189e-10 1.396e-02 +81 TP 4 4.457e-09 1.853e-02 2.306e-02 2.333e-01 1.345e-01 8.098e-02 5.944e-02 3.581e-03 8.191e-04 1.228e-01 3.267e-06 8.183e-02 6.989e-02 1.809e-11 2.927e-02 1.377e-02 2.253e-10 1.282e-01 +81 TP 5 3.097e-06 2.879e-02 3.157e-02 8.795e-02 2.480e-01 7.362e-02 6.256e-02 2.982e-02 1.181e-03 1.454e-01 3.827e-03 8.154e-02 5.527e-02 1.557e-11 3.754e-02 8.964e-03 1.505e-10 1.039e-01 +81 TP 6 1.593e-07 2.663e-02 2.560e-02 1.346e-01 9.947e-02 1.783e-01 5.247e-02 2.545e-02 6.745e-10 1.089e-01 1.096e-03 7.020e-02 7.514e-02 2.363e-11 3.328e-02 2.612e-02 8.016e-10 1.428e-01 +81 TP 7 2.034e-03 5.380e-01 2.416e-03 3.923e-09 1.047e-06 1.598e-09 2.513e-09 1.513e-09 6.507e-02 1.145e-08 3.170e-01 7.555e-02 3.175e-10 2.022e-11 4.246e-10 1.953e-10 1.161e-10 7.070e-10 +81 TP 8 5.339e-02 3.414e-07 1.618e-09 2.919e-02 2.281e-02 2.840e-02 9.677e-10 3.378e-01 1.624e-10 9.658e-03 3.723e-10 1.529e-02 1.937e-02 1.266e-11 3.158e-01 1.148e-01 1.006e-09 5.358e-02 +81 TP 9 3.079e-09 1.809e-01 1.032e-01 5.278e-10 2.185e-09 3.474e-10 1.479e-09 7.615e-10 3.129e-01 5.064e-03 3.555e-01 4.234e-02 3.157e-10 9.499e-05 3.525e-10 1.962e-10 1.360e-10 6.286e-10 +81 TP 10 6.149e-03 3.800e-02 1.686e-02 8.082e-02 1.046e-01 5.994e-02 8.477e-02 2.201e-02 1.385e-03 2.921e-01 1.891e-03 1.166e-01 3.492e-02 1.229e-11 3.167e-02 1.747e-09 9.295e-11 1.083e-01 +81 TP 11 2.383e-05 1.166e-01 2.451e-01 1.785e-02 3.359e-02 9.410e-03 1.090e-01 1.035e-09 4.766e-02 6.596e-02 2.005e-01 1.514e-01 2.872e-03 3.851e-11 3.474e-10 2.507e-10 3.605e-10 6.959e-10 +81 TP 12 1.448e-02 5.551e-04 9.127e-02 7.426e-02 8.568e-02 5.773e-02 1.356e-01 5.174e-06 6.283e-03 1.244e-01 1.850e-03 2.985e-01 3.304e-02 1.317e-11 8.602e-07 1.879e-03 2.541e-10 7.444e-02 +81 TP 13 1.807e-09 1.670e-08 1.209e-02 1.516e-01 1.064e-01 1.681e-01 2.709e-02 5.258e-03 1.918e-04 8.675e-02 6.602e-10 4.050e-02 2.358e-01 3.399e-11 2.731e-02 3.139e-04 3.215e-10 1.386e-01 +81 TP 14 2.223e-08 4.722e-08 4.558e-08 1.908e-08 1.904e-08 1.901e-08 2.992e-08 1.907e-08 2.032e-02 1.914e-08 1.933e-08 1.919e-08 1.896e-08 9.797e-01 1.899e-08 1.895e-08 1.893e-08 2.285e-08 +81 TP 15 1.690e-02 8.162e-04 8.199e-10 2.210e-03 5.441e-03 9.446e-10 4.450e-04 2.086e-01 3.329e-05 1.399e-02 2.302e-10 1.357e-09 2.225e-07 6.302e-12 5.372e-01 1.554e-01 1.500e-03 5.740e-02 +81 TP 16 8.179e-10 2.249e-10 7.663e-10 3.760e-03 9.539e-04 7.185e-03 1.103e-09 6.013e-02 8.737e-11 3.911e-03 3.683e-06 5.137e-03 1.985e-09 1.384e-11 4.320e-01 4.601e-01 9.494e-04 2.591e-02 +81 TP 17 6.344e-10 7.905e-10 1.854e-09 7.778e-10 2.364e-09 9.621e-10 9.190e-05 1.824e-09 9.073e-05 1.068e-09 2.081e-10 6.435e-10 1.765e-09 5.632e-11 1.444e-03 1.687e-02 9.815e-01 9.474e-10 +81 TP 18 6.064e-01 1.134e-01 2.247e-02 8.862e-07 4.767e-02 1.694e-08 1.530e-09 9.889e-02 2.735e-10 4.230e-02 1.502e-02 5.385e-02 5.975e-10 1.682e-11 2.229e-09 4.465e-10 1.239e-10 2.395e-09 +82 IP 1 6.458e-08 +82 IP 2 9.011e-09 +82 IP 3 5.604e-02 +82 IP 4 3.173e-08 +82 IP 5 4.857e-03 +82 IP 6 3.096e-08 +82 IP 7 4.300e-01 +82 IP 8 2.416e-08 +82 IP 9 2.656e-02 +82 IP 10 5.199e-02 +82 IP 11 1.825e-01 +82 IP 12 1.600e-01 +82 IP 13 7.109e-02 +82 IP 14 2.084e-08 +82 IP 15 1.880e-07 +82 IP 16 1.690e-02 +82 IP 17 2.206e-08 +82 EP 1 1.493e-11 4.948e-11 3.872e-10 6.506e-10 6.266e-10 2.999e-09 1.211e-09 4.112e-09 2.882e-07 1.395e-03 1.054e-04 1.835e-03 5.911e-03 1.254e-02 1.736e-02 1.688e-02 2.129e-02 2.719e-02 2.846e-02 3.328e-02 4.406e-02 5.327e-02 5.926e-02 6.963e-02 7.795e-02 8.231e-02 8.714e-02 8.398e-02 7.265e-02 6.154e-02 5.033e-02 3.834e-02 2.335e-02 1.473e-02 8.376e-03 4.579e-03 1.448e-03 1.082e-09 2.974e-07 5.635e-04 1.107e-09 1.955e-04 1.374e-10 3.359e-09 3.651e-10 1.654e-10 7.476e-11 3.775e-05 9.289e-11 4.182e-11 4.759e-11 2.966e-05 2.243e-11 2.055e-11 1.872e-11 1.887e-11 1.870e-11 2.383e-11 2.935e-11 1.945e-11 2.565e-10 1.817e-11 1.493e-11 +82 EP 2 8.689e-11 1.165e-10 5.477e-10 4.814e-10 6.824e-10 5.205e-10 5.817e-10 8.768e-10 3.131e-04 7.784e-10 4.596e-05 7.840e-10 6.079e-09 1.168e-09 1.723e-09 1.224e-03 1.473e-09 1.445e-09 1.010e-09 2.299e-04 3.276e-09 2.175e-09 1.740e-09 1.543e-03 5.709e-09 1.102e-02 2.384e-02 4.022e-09 3.539e-09 1.724e-09 1.263e-09 1.825e-09 1.672e-09 1.102e-08 9.917e-03 2.034e-02 4.660e-02 6.748e-02 6.930e-02 9.383e-02 8.680e-02 8.317e-02 8.227e-02 7.661e-02 5.741e-02 5.741e-02 4.861e-02 4.177e-02 3.233e-02 2.233e-02 1.946e-02 1.356e-02 9.993e-03 6.343e-03 5.040e-03 3.302e-03 3.041e-03 8.804e-04 1.462e-03 1.303e-03 4.345e-04 6.082e-04 1.738e-04 +82 EP 3 1.878e-11 4.037e-11 4.987e-03 1.163e-02 1.082e-02 1.067e-02 1.228e-02 1.250e-02 1.141e-02 1.646e-02 1.630e-02 1.631e-02 1.878e-02 1.777e-02 2.322e-02 2.510e-02 2.691e-02 3.224e-02 3.436e-02 3.936e-02 4.212e-02 4.846e-02 5.206e-02 5.770e-02 6.243e-02 6.394e-02 6.398e-02 6.287e-02 5.870e-02 4.630e-02 3.984e-02 2.899e-02 1.643e-02 1.023e-02 4.455e-03 4.810e-09 7.025e-09 3.697e-04 2.109e-09 1.486e-09 5.346e-10 3.437e-10 4.624e-10 2.872e-10 2.215e-10 2.137e-10 3.362e-10 1.594e-10 3.534e-10 8.447e-11 7.379e-11 5.767e-11 1.417e-10 8.386e-11 4.691e-11 7.649e-11 4.288e-11 1.843e-10 2.201e-05 6.558e-11 1.507e-10 4.359e-11 1.962e-11 +82 EP 4 2.712e-11 4.294e-10 8.775e-08 4.980e-09 1.330e-07 2.801e-09 1.029e-01 4.723e-01 3.556e-01 3.253e-08 7.182e-05 4.956e-02 1.003e-08 2.134e-03 1.358e-08 4.577e-08 1.083e-02 5.747e-09 5.963e-08 3.446e-09 5.657e-09 2.100e-07 1.620e-09 5.704e-09 6.478e-09 9.220e-06 6.742e-04 9.112e-08 3.536e-03 3.834e-05 2.269e-03 3.641e-09 1.523e-09 2.410e-07 3.918e-10 4.910e-10 9.556e-10 1.041e-10 3.235e-10 1.045e-10 7.624e-11 7.638e-11 6.623e-11 7.498e-11 9.739e-11 5.575e-11 4.846e-11 2.137e-05 1.481e-10 4.142e-11 1.231e-10 3.951e-11 3.008e-11 3.009e-11 2.887e-11 2.979e-11 2.976e-11 3.288e-11 3.139e-11 2.858e-11 3.950e-11 2.786e-11 2.712e-11 +82 EP 5 1.505e-11 1.302e-10 1.816e-06 6.473e-03 6.367e-09 1.219e-09 1.695e-08 1.628e-06 3.642e-09 4.811e-08 1.349e-01 2.973e-01 2.665e-01 1.760e-01 8.971e-02 8.311e-07 5.199e-09 2.557e-09 5.213e-07 1.169e-08 1.795e-03 1.847e-08 2.245e-09 2.642e-04 6.628e-03 4.871e-09 3.585e-03 9.451e-03 2.748e-03 4.563e-03 6.879e-05 2.633e-07 4.809e-10 5.871e-10 2.172e-10 1.804e-10 2.820e-10 7.940e-11 1.519e-10 6.771e-11 5.748e-11 5.433e-11 4.856e-11 5.335e-11 7.024e-11 4.150e-11 3.101e-11 1.087e-10 3.871e-10 2.468e-11 4.307e-11 4.328e-11 1.790e-11 1.851e-11 1.648e-11 1.733e-11 1.708e-11 1.937e-11 1.820e-11 1.665e-11 2.588e-11 1.573e-11 1.506e-11 +82 EP 6 1.856e-11 6.301e-11 1.045e-03 8.870e-03 3.192e-03 2.319e-06 4.186e-04 1.041e-02 1.280e-02 1.484e-02 1.587e-02 1.716e-02 2.470e-02 2.343e-02 2.703e-02 2.842e-02 3.092e-02 3.145e-02 3.142e-02 3.835e-02 4.043e-02 4.260e-02 4.517e-02 5.526e-02 5.571e-02 6.544e-02 6.390e-02 5.988e-02 5.664e-02 4.524e-02 4.169e-02 3.225e-02 2.516e-02 1.819e-02 1.158e-02 8.790e-03 5.264e-03 3.502e-03 1.564e-03 4.986e-04 8.732e-04 2.064e-10 9.693e-10 5.937e-10 9.483e-11 2.275e-10 2.321e-10 4.100e-09 3.985e-05 4.123e-11 8.347e-11 2.927e-11 2.844e-11 3.100e-11 2.521e-11 5.003e-11 2.498e-11 4.280e-11 6.013e-11 2.172e-11 3.406e-11 2.106e-11 1.856e-11 +82 EP 7 1.291e-11 3.485e-10 4.381e-03 2.213e-08 1.366e-09 9.678e-10 2.549e-03 6.990e-03 2.051e-02 2.863e-02 5.437e-02 6.462e-02 7.010e-02 8.343e-02 9.813e-02 9.524e-02 8.708e-02 8.210e-02 7.221e-02 5.645e-02 4.541e-02 3.884e-02 2.863e-02 1.981e-02 1.558e-02 1.049e-02 5.873e-03 5.362e-03 1.798e-03 1.079e-03 4.536e-05 1.107e-07 4.248e-10 3.001e-04 9.768e-11 1.329e-10 5.093e-11 4.626e-11 7.940e-11 2.536e-11 4.173e-11 2.238e-11 2.452e-11 2.217e-11 2.065e-11 2.084e-11 1.599e-11 2.538e-11 4.191e-11 1.704e-11 1.437e-11 1.514e-11 1.314e-11 1.318e-11 1.318e-11 1.339e-11 1.319e-11 1.408e-11 1.484e-11 1.293e-11 1.598e-11 1.293e-11 1.291e-11 +82 EP 8 1.943e-11 3.649e-11 4.012e-10 3.420e-10 6.905e-10 7.304e-10 4.352e-10 1.029e-09 1.191e-09 4.957e-10 7.480e-09 7.773e-10 1.315e-09 2.717e-09 9.590e-10 1.157e-09 1.142e-09 5.030e-08 8.141e-10 7.888e-05 1.642e-07 1.233e-09 2.616e-09 5.688e-09 4.972e-09 2.393e-07 1.483e-03 2.362e-02 3.461e-02 5.878e-02 6.980e-02 8.592e-02 1.034e-01 1.085e-01 1.080e-01 9.945e-02 8.088e-02 6.483e-02 5.004e-02 3.567e-02 2.555e-02 1.978e-02 1.133e-02 7.632e-03 5.913e-03 3.639e-03 8.669e-04 1.123e-08 3.031e-04 1.347e-10 1.122e-10 1.297e-10 6.639e-11 5.733e-11 5.146e-11 6.825e-11 4.083e-11 5.473e-11 6.360e-11 6.439e-11 6.397e-11 3.737e-11 2.099e-11 +82 EP 9 2.004e-11 2.429e-10 4.296e-02 5.364e-09 7.963e-09 1.734e-09 1.491e-08 9.196e-09 1.703e-01 4.434e-01 2.781e-01 3.432e-06 4.089e-05 1.118e-04 6.132e-09 3.375e-02 9.106e-08 5.048e-09 5.400e-09 1.020e-06 3.490e-09 1.236e-08 1.942e-09 6.608e-03 6.056e-07 1.055e-02 6.505e-03 5.550e-06 2.324e-03 4.666e-03 6.339e-04 1.658e-08 6.362e-10 2.303e-09 3.063e-10 3.722e-10 3.209e-10 1.014e-10 1.537e-10 7.867e-11 7.234e-11 6.517e-11 6.229e-11 5.884e-11 9.296e-11 4.564e-11 3.633e-11 1.021e-10 1.299e-10 3.133e-11 6.094e-11 3.331e-11 2.281e-11 2.301e-11 2.159e-11 2.238e-11 2.231e-11 2.485e-11 2.363e-11 2.138e-11 3.167e-11 2.072e-11 2.004e-11 +82 EP 10 7.066e-12 7.550e-10 6.933e-02 1.087e-01 1.134e-01 1.186e-01 1.196e-01 1.119e-01 9.555e-02 8.036e-02 5.740e-02 4.565e-02 3.503e-02 2.049e-02 1.319e-02 6.595e-03 3.911e-03 1.735e-07 3.911e-10 2.313e-10 1.341e-10 1.319e-10 1.371e-10 1.127e-10 8.139e-11 1.548e-10 1.027e-10 1.262e-10 1.326e-10 9.478e-07 1.619e-04 1.137e-04 2.356e-10 4.484e-11 2.701e-11 3.760e-11 1.379e-11 1.216e-11 2.534e-11 9.589e-12 1.362e-11 8.985e-12 8.898e-12 8.400e-12 8.961e-12 8.652e-12 7.677e-12 1.086e-11 1.129e-11 7.630e-12 7.303e-12 7.270e-12 7.088e-12 7.090e-12 7.083e-12 7.308e-12 7.084e-12 7.143e-12 7.192e-12 7.068e-12 7.283e-12 7.067e-12 7.066e-12 +82 EP 11 6.594e-11 1.759e-01 2.055e-01 1.640e-01 1.205e-01 8.852e-02 6.219e-02 5.046e-02 3.383e-02 2.342e-02 1.712e-02 1.519e-02 1.240e-02 7.593e-03 7.110e-03 3.668e-03 3.868e-03 2.976e-03 2.455e-03 9.239e-04 1.288e-03 5.184e-04 1.040e-04 1.818e-04 2.371e-05 2.490e-04 8.608e-11 1.036e-06 6.871e-11 6.766e-11 3.277e-09 6.760e-11 6.801e-11 6.792e-11 7.129e-11 6.643e-11 6.604e-11 6.597e-11 6.619e-11 6.595e-11 6.605e-11 6.597e-11 6.594e-11 6.599e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.595e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 6.594e-11 +82 EP 12 1.368e-11 2.293e-01 2.608e-01 2.159e-01 1.469e-01 9.323e-02 3.913e-02 1.463e-02 2.487e-09 1.533e-09 8.552e-10 5.092e-10 6.369e-10 9.659e-10 8.686e-10 5.980e-10 6.240e-10 1.026e-09 1.807e-10 1.434e-10 9.906e-11 8.835e-11 9.459e-11 7.570e-11 6.034e-11 9.782e-11 6.387e-11 1.036e-10 1.085e-10 1.627e-10 1.497e-10 1.205e-10 2.145e-10 3.353e-11 3.408e-11 5.495e-11 1.988e-11 1.678e-11 4.229e-11 1.599e-11 1.703e-11 1.525e-11 1.492e-11 1.461e-11 1.524e-11 1.553e-11 1.401e-11 1.659e-11 1.629e-11 1.413e-11 1.388e-11 1.378e-11 1.369e-11 1.369e-11 1.369e-11 1.379e-11 1.369e-11 1.371e-11 1.373e-11 1.369e-11 1.373e-11 1.368e-11 1.368e-11 +82 EP 13 1.647e-11 3.268e-10 3.902e-02 2.033e-09 5.972e-07 3.053e-01 3.927e-01 1.409e-01 5.931e-02 3.768e-02 8.234e-03 9.331e-05 2.602e-09 2.280e-09 2.568e-07 7.181e-03 1.175e-08 3.009e-03 1.621e-05 1.196e-09 7.065e-10 1.125e-09 9.895e-10 1.147e-09 9.154e-04 9.247e-06 2.318e-03 1.409e-03 1.534e-06 5.730e-04 3.958e-04 1.013e-03 9.956e-10 1.883e-09 3.076e-10 1.354e-09 6.184e-10 6.471e-11 7.414e-10 6.906e-11 4.964e-11 4.535e-11 3.697e-11 4.900e-11 1.114e-10 3.354e-11 3.119e-11 5.944e-11 1.944e-10 2.380e-11 4.054e-11 2.212e-11 1.812e-11 1.810e-11 1.755e-11 1.914e-11 1.791e-11 1.981e-11 1.908e-11 1.718e-11 2.241e-11 1.689e-11 1.647e-11 +82 EP 14 1.380e-11 8.377e-11 1.070e-02 1.902e-03 1.633e-09 9.261e-06 3.363e-06 1.374e-04 1.892e-03 4.127e-04 4.176e-06 4.804e-06 1.578e-08 2.070e-09 1.274e-09 4.698e-03 2.795e-02 5.906e-02 1.086e-01 1.274e-01 1.482e-01 1.428e-01 1.273e-01 9.684e-02 7.240e-02 4.770e-02 2.201e-02 2.475e-07 8.649e-09 1.260e-09 1.036e-09 6.533e-10 2.917e-10 3.611e-10 3.258e-10 3.684e-10 4.294e-10 1.256e-10 2.052e-10 1.033e-10 7.834e-11 6.506e-11 5.612e-11 6.975e-11 8.490e-11 5.506e-11 4.768e-11 1.245e-10 1.421e-06 4.252e-11 4.615e-11 2.728e-11 1.856e-11 1.723e-11 1.827e-11 1.622e-11 2.145e-11 1.198e-05 4.793e-11 1.581e-11 1.171e-10 1.471e-11 1.381e-11 +82 EP 15 1.615e-11 6.313e-10 1.497e-08 3.279e-01 4.962e-01 1.645e-01 3.583e-03 8.447e-09 2.830e-03 5.384e-04 2.171e-09 4.774e-07 3.100e-09 9.884e-10 1.184e-09 1.057e-08 2.970e-09 2.054e-09 5.139e-07 1.572e-09 7.795e-10 8.743e-10 5.334e-10 3.740e-06 1.043e-09 7.958e-07 4.438e-09 1.214e-04 2.948e-03 7.957e-05 6.429e-08 6.911e-10 1.274e-03 7.167e-10 2.799e-10 1.061e-09 7.851e-10 6.302e-11 9.266e-11 7.793e-11 3.730e-11 3.749e-11 3.296e-11 5.576e-11 4.152e-11 3.228e-11 2.567e-11 6.795e-11 5.437e-11 2.370e-11 7.548e-11 2.050e-11 1.748e-11 1.735e-11 1.693e-11 1.792e-11 1.736e-11 1.890e-11 1.822e-11 1.665e-11 2.140e-11 1.646e-11 1.615e-11 +82 EP 16 2.995e-11 2.105e-01 5.258e-01 2.571e-01 3.116e-09 6.985e-09 3.941e-09 3.547e-09 2.237e-09 4.147e-09 2.407e-09 4.163e-03 2.595e-09 2.300e-09 1.592e-09 7.342e-04 1.688e-09 1.207e-09 1.368e-09 8.004e-10 1.052e-09 1.415e-09 5.670e-10 9.354e-10 4.780e-10 4.629e-10 7.587e-10 6.294e-10 1.458e-09 1.886e-06 1.230e-03 3.855e-10 7.346e-08 5.584e-10 2.265e-10 2.033e-09 4.156e-04 7.054e-11 4.344e-10 1.036e-10 4.827e-11 7.261e-11 4.555e-11 1.650e-05 5.638e-11 4.444e-11 3.782e-11 6.920e-11 5.525e-11 4.271e-11 6.836e-11 3.417e-11 3.097e-11 3.099e-11 3.056e-11 3.096e-11 3.089e-11 3.218e-11 3.165e-11 3.026e-11 3.453e-11 3.016e-11 2.995e-11 +82 EP 17 1.344e-11 8.826e-11 2.401e-02 2.811e-02 6.180e-03 4.172e-09 1.799e-07 4.148e-04 1.585e-05 3.020e-08 1.814e-09 3.221e-09 3.556e-02 8.946e-02 1.495e-01 1.817e-01 1.790e-01 1.357e-01 8.023e-02 4.993e-02 1.904e-02 2.394e-08 1.802e-09 2.790e-04 8.183e-09 1.224e-05 7.148e-03 8.799e-03 4.693e-03 2.637e-06 1.575e-04 8.073e-10 4.355e-10 5.685e-10 2.410e-10 1.646e-10 3.014e-10 8.280e-11 2.146e-10 9.445e-11 6.730e-11 7.788e-11 4.711e-11 6.560e-11 7.726e-11 4.405e-11 3.629e-11 5.238e-11 1.383e-05 4.494e-11 2.716e-05 3.053e-11 1.706e-11 1.671e-11 1.569e-11 1.578e-11 1.766e-11 2.018e-11 1.789e-11 1.640e-11 4.881e-11 1.431e-11 1.344e-11 +82 TP 1 1.452e-01 1.062e-09 2.541e-04 6.294e-02 1.167e-01 1.055e-01 9.431e-03 1.833e-06 9.164e-02 1.407e-02 7.072e-11 2.957e-03 9.194e-02 8.944e-02 9.496e-02 4.074e-02 1.343e-01 +82 TP 2 1.705e-01 2.884e-01 1.243e-01 8.205e-04 6.586e-03 6.522e-10 5.330e-10 3.848e-01 2.538e-03 2.456e-10 1.012e-10 1.385e-10 1.239e-09 1.542e-02 3.018e-10 2.168e-10 6.639e-03 +82 TP 3 8.897e-07 7.692e-02 5.853e-01 7.141e-04 2.512e-02 1.716e-04 6.884e-10 2.120e-01 6.646e-04 5.904e-10 7.923e-11 6.466e-10 1.110e-02 5.221e-02 1.486e-03 1.692e-04 3.418e-02 +82 TP 4 8.467e-09 1.345e-03 1.503e-02 1.700e-01 1.077e-01 9.117e-02 1.994e-02 1.820e-02 1.139e-01 2.374e-02 2.129e-10 6.234e-03 7.216e-02 8.962e-02 1.061e-01 6.066e-02 1.043e-01 +82 TP 5 7.966e-08 3.688e-03 3.265e-02 5.615e-02 2.100e-01 1.036e-01 2.557e-02 2.897e-02 8.889e-02 1.630e-02 6.945e-10 4.216e-03 8.858e-02 9.590e-02 7.995e-02 3.649e-02 1.291e-01 +82 TP 6 7.663e-01 6.256e-03 1.848e-08 7.213e-03 4.274e-06 4.043e-09 5.402e-02 1.524e-01 1.244e-02 9.752e-10 5.710e-11 2.578e-10 6.943e-09 6.304e-04 1.906e-09 2.874e-10 7.467e-04 +82 TP 7 2.095e-02 1.689e-10 6.470e-10 1.621e-02 1.488e-02 1.893e-02 3.944e-01 3.316e-10 2.280e-02 2.847e-01 4.576e-10 1.044e-01 3.431e-02 3.543e-02 3.310e-02 1.868e-02 1.154e-03 +82 TP 8 1.987e-01 4.737e-02 1.955e-01 1.688e-02 4.854e-02 1.198e-09 4.459e-10 3.023e-01 2.545e-02 1.722e-10 3.746e-11 1.032e-10 1.812e-02 6.163e-02 1.280e-02 4.618e-04 7.221e-02 +82 TP 9 1.096e-08 1.703e-03 1.929e-02 6.483e-02 1.378e-01 9.577e-02 2.454e-02 2.348e-02 1.703e-01 3.992e-02 8.008e-11 1.494e-04 8.322e-02 9.583e-02 9.107e-02 4.288e-02 1.092e-01 +82 TP 10 3.691e-03 7.201e-11 2.201e-10 3.308e-03 5.693e-03 1.513e-02 2.139e-01 1.068e-10 1.039e-02 5.577e-01 3.246e-04 1.793e-01 3.710e-03 6.936e-03 6.394e-06 2.718e-09 9.379e-10 +82 TP 11 2.228e-10 1.366e-10 2.456e-10 7.819e-10 3.076e-10 8.403e-10 1.385e-09 2.065e-04 3.271e-10 2.365e-03 9.832e-01 1.421e-02 1.186e-09 1.055e-09 6.201e-10 6.598e-10 5.416e-10 +82 TP 12 3.028e-10 9.862e-06 3.439e-10 2.297e-09 1.103e-09 2.943e-03 4.251e-02 5.520e-10 1.912e-09 4.244e-01 2.661e-03 5.010e-01 1.312e-03 4.717e-03 1.161e-02 1.127e-09 8.784e-03 +82 TP 13 1.723e-02 7.516e-04 1.191e-02 6.195e-02 1.045e-01 9.883e-02 2.276e-02 1.870e-02 6.869e-02 2.131e-02 8.981e-11 1.216e-02 2.261e-01 8.114e-02 1.063e-01 6.420e-02 8.347e-02 +82 TP 14 6.875e-09 6.201e-03 3.613e-02 4.483e-02 8.438e-02 9.144e-02 3.063e-02 4.212e-02 5.934e-02 1.321e-02 5.866e-11 4.753e-03 7.302e-02 3.040e-01 7.116e-02 3.191e-02 1.069e-01 +82 TP 15 9.223e-03 1.002e-03 7.531e-03 5.922e-02 8.740e-02 9.346e-02 2.655e-02 1.094e-02 7.192e-02 3.837e-02 1.019e-10 1.607e-02 1.323e-01 7.684e-02 2.169e-01 7.087e-02 8.144e-02 +82 TP 16 1.288e-09 7.111e-04 3.728e-03 6.521e-02 6.687e-02 5.950e-02 2.769e-02 7.719e-04 5.933e-02 1.085e-04 2.537e-10 1.066e-05 1.319e-01 4.092e-02 2.124e-01 2.764e-01 5.452e-02 +82 TP 17 8.356e-09 4.818e-03 3.964e-02 4.772e-02 1.054e-01 1.017e-01 1.535e-03 4.453e-02 6.688e-02 2.119e-05 7.531e-11 1.538e-07 7.302e-02 1.171e-01 7.433e-02 3.433e-02 2.890e-01 +83 IP 1 2.168e-01 +83 IP 2 7.438e-03 +83 IP 3 1.625e-08 +83 IP 4 1.144e-08 +83 IP 5 4.950e-02 +83 IP 6 1.738e-08 +83 IP 7 1.153e-08 +83 IP 8 3.155e-08 +83 IP 9 9.153e-07 +83 IP 10 2.690e-08 +83 IP 11 4.725e-02 +83 IP 12 2.896e-01 +83 IP 13 9.700e-02 +83 IP 14 4.294e-02 +83 IP 15 2.394e-02 +83 IP 16 4.122e-02 +83 IP 17 3.219e-02 +83 IP 18 1.521e-01 +83 IP 19 9.726e-07 +83 IP 20 8.241e-09 +83 EP 1 2.121e-11 5.406e-10 8.920e-03 2.980e-07 1.453e-09 1.084e-06 1.828e-09 3.149e-07 6.348e-05 1.178e-03 1.754e-02 3.860e-02 5.098e-02 5.986e-02 7.594e-02 7.170e-02 7.991e-02 8.160e-02 8.186e-02 7.735e-02 7.158e-02 6.727e-02 5.272e-02 4.339e-02 3.763e-02 3.060e-02 2.052e-02 1.197e-02 8.674e-03 4.750e-03 1.440e-03 2.113e-03 1.698e-03 9.964e-05 1.109e-06 5.144e-07 1.688e-10 1.310e-10 3.663e-05 2.256e-10 7.597e-11 1.429e-10 7.709e-11 6.018e-11 6.146e-11 3.695e-11 4.915e-11 2.847e-11 3.353e-11 3.109e-11 3.492e-11 2.905e-11 2.221e-11 2.198e-11 2.233e-11 2.144e-11 1.872e-05 2.136e-11 2.122e-11 2.122e-11 2.121e-11 2.121e-11 2.124e-11 2.123e-11 2.123e-11 2.121e-11 2.121e-11 2.121e-11 2.121e-11 2.121e-11 +83 EP 2 1.323e-11 6.959e-11 2.263e-03 6.849e-03 6.636e-03 5.937e-03 1.355e-03 2.522e-03 1.295e-04 2.306e-03 2.904e-03 7.789e-03 2.004e-03 2.325e-05 1.645e-06 6.839e-03 2.122e-02 1.627e-02 2.055e-02 1.640e-02 1.592e-02 2.348e-02 3.212e-02 5.387e-02 6.823e-02 7.848e-02 8.783e-02 9.520e-02 8.898e-02 8.349e-02 6.461e-02 5.373e-02 4.072e-02 2.915e-02 2.277e-02 1.374e-02 1.071e-02 6.189e-03 4.108e-03 3.028e-03 1.164e-03 1.810e-08 6.496e-05 3.946e-04 3.197e-10 6.780e-10 1.912e-10 1.861e-10 6.818e-10 4.406e-05 3.749e-10 4.156e-11 2.512e-11 3.002e-11 2.288e-11 2.186e-11 2.927e-11 1.811e-11 1.571e-11 1.446e-11 1.363e-11 1.404e-11 1.532e-11 1.538e-11 1.469e-11 1.383e-11 1.323e-11 1.323e-11 1.323e-11 1.323e-11 +83 EP 3 1.507e-11 8.535e-11 5.252e-03 2.255e-05 2.147e-09 4.858e-09 7.923e-07 1.824e-09 3.762e-04 8.462e-03 3.549e-06 8.191e-04 8.229e-09 2.285e-03 3.865e-05 1.825e-09 1.936e-09 2.495e-02 6.686e-02 1.105e-01 1.510e-01 1.611e-01 1.554e-01 1.197e-01 9.528e-02 5.982e-02 2.612e-02 1.064e-02 2.804e-08 1.326e-06 1.471e-09 4.452e-04 1.003e-09 3.050e-09 3.700e-09 1.697e-09 5.521e-10 4.279e-05 2.782e-04 2.383e-06 3.016e-09 5.591e-04 1.394e-09 1.856e-09 2.413e-10 6.428e-10 5.739e-11 9.275e-11 1.619e-10 2.948e-10 4.206e-09 1.579e-05 2.633e-11 2.851e-11 2.139e-11 1.976e-11 2.385e-11 1.815e-11 1.820e-11 1.639e-11 1.548e-11 1.527e-11 1.558e-11 1.723e-11 1.707e-11 1.605e-11 1.507e-11 1.507e-11 1.507e-11 1.508e-11 +83 EP 4 3.972e-11 5.230e-10 2.329e-10 2.628e-10 3.700e-10 9.186e-10 6.066e-10 3.063e-04 1.320e-09 9.449e-10 9.392e-10 1.082e-09 1.943e-09 1.201e-09 7.431e-10 9.100e-10 1.489e-09 1.221e-09 2.319e-09 6.488e-04 4.450e-05 6.729e-05 7.144e-07 5.801e-08 5.685e-03 9.796e-03 1.518e-02 2.125e-02 3.648e-02 4.381e-02 5.802e-02 7.543e-02 8.710e-02 9.174e-02 9.273e-02 8.457e-02 7.538e-02 7.284e-02 5.514e-02 4.462e-02 3.366e-02 2.923e-02 2.177e-02 1.500e-02 1.109e-02 7.033e-03 6.073e-03 2.949e-03 1.512e-03 3.289e-04 5.322e-04 3.851e-10 2.284e-10 1.260e-10 9.437e-11 7.954e-11 7.349e-11 6.635e-11 4.748e-11 5.644e-11 4.930e-11 5.823e-11 4.663e-11 4.701e-11 4.984e-11 4.244e-11 3.972e-11 3.972e-11 3.972e-11 4.025e-11 +83 EP 5 1.077e-10 2.157e-01 2.589e-01 1.925e-01 1.254e-01 7.371e-02 5.325e-02 3.140e-02 1.961e-02 1.185e-02 5.434e-03 5.034e-03 3.789e-03 2.129e-03 2.297e-04 2.532e-04 1.319e-10 4.264e-10 1.527e-04 3.470e-04 4.168e-10 1.351e-10 9.395e-05 1.109e-10 1.169e-10 1.167e-04 1.069e-04 1.085e-10 1.091e-10 1.373e-10 1.081e-10 1.088e-10 1.080e-10 1.081e-10 1.079e-10 1.078e-10 1.081e-10 1.078e-10 1.078e-10 1.078e-10 1.079e-10 1.097e-10 1.078e-10 1.078e-10 1.078e-10 1.078e-10 1.077e-10 1.078e-10 1.077e-10 1.077e-10 1.077e-10 1.078e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.528e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 1.077e-10 +83 EP 6 1.584e-11 9.493e-11 3.238e-10 1.517e-09 4.891e-10 3.040e-06 1.360e-09 2.699e-03 7.390e-03 1.167e-02 1.007e-02 1.247e-02 1.572e-02 2.640e-02 2.500e-02 2.954e-02 2.582e-02 3.000e-02 3.264e-02 3.648e-02 3.990e-02 4.523e-02 5.250e-02 5.828e-02 5.790e-02 6.681e-02 6.814e-02 6.601e-02 6.140e-02 5.322e-02 4.674e-02 3.443e-02 2.663e-02 2.081e-02 1.181e-02 9.808e-03 6.232e-03 4.247e-03 2.010e-03 1.105e-03 6.731e-04 1.066e-08 1.551e-04 5.666e-08 3.457e-05 1.246e-10 5.996e-11 4.195e-11 4.448e-11 2.351e-05 4.664e-09 1.139e-10 2.410e-11 2.170e-11 1.880e-11 1.853e-11 1.988e-11 2.026e-11 1.628e-11 1.674e-11 1.604e-11 1.642e-11 1.685e-11 1.666e-11 1.765e-11 1.614e-11 1.584e-11 1.584e-11 1.584e-11 1.585e-11 +83 EP 7 3.650e-11 1.008e-10 6.187e-10 1.926e-09 1.188e-09 7.471e-10 1.031e-09 1.872e-09 1.150e-03 1.463e-09 1.945e-03 1.830e-09 2.293e-03 2.481e-06 9.562e-05 1.516e-03 1.849e-06 1.121e-03 5.881e-04 3.208e-03 5.726e-03 3.285e-03 5.813e-03 3.695e-04 1.323e-03 5.267e-03 7.479e-03 1.632e-02 1.979e-02 2.980e-02 5.425e-02 6.500e-02 7.852e-02 9.136e-02 9.442e-02 8.745e-02 7.692e-02 7.592e-02 6.360e-02 5.321e-02 4.093e-02 3.416e-02 2.901e-02 1.467e-02 1.167e-02 9.464e-03 5.182e-03 4.120e-03 2.172e-03 1.369e-09 8.890e-04 5.170e-10 2.125e-10 2.938e-10 9.464e-11 8.838e-11 1.621e-10 9.858e-09 1.954e-10 6.020e-11 5.405e-11 6.058e-11 6.255e-11 8.208e-11 6.702e-11 6.490e-11 3.650e-11 3.650e-11 3.650e-11 3.695e-11 +83 EP 8 2.746e-11 1.402e-10 1.106e-02 6.459e-07 1.101e-08 1.370e-05 5.299e-09 7.589e-09 1.453e-04 1.086e-08 4.686e-09 6.343e-08 3.293e-09 4.046e-09 1.478e-02 1.072e-01 1.974e-01 2.076e-01 1.787e-01 1.361e-01 6.706e-02 2.042e-02 2.000e-05 2.570e-09 1.838e-09 9.200e-09 1.495e-02 8.708e-03 1.602e-02 1.309e-04 6.384e-03 4.123e-05 5.020e-03 1.677e-03 1.933e-03 8.373e-09 1.859e-03 3.767e-04 7.671e-04 1.286e-03 6.736e-10 7.820e-10 3.852e-05 7.944e-10 3.849e-10 1.414e-04 7.786e-11 1.417e-10 2.538e-06 1.205e-04 6.828e-10 1.040e-10 4.082e-11 4.501e-11 3.460e-11 3.549e-11 3.753e-11 3.628e-11 3.158e-11 2.959e-11 2.819e-11 2.773e-11 2.790e-11 3.099e-11 2.924e-11 2.824e-11 2.746e-11 2.746e-11 2.746e-11 2.747e-11 +83 EP 9 1.614e-11 3.366e-10 6.315e-05 1.632e-09 7.736e-08 2.824e-01 3.982e-01 2.294e-01 7.373e-02 6.663e-04 1.736e-06 8.727e-04 3.357e-03 5.382e-03 1.200e-08 1.986e-08 9.334e-05 3.010e-07 2.744e-03 1.299e-07 1.194e-03 1.773e-09 9.403e-10 3.167e-05 2.957e-06 4.609e-08 6.946e-07 6.218e-04 1.248e-09 2.216e-09 2.032e-05 3.210e-04 2.250e-09 7.824e-04 3.025e-10 5.536e-08 1.278e-10 1.819e-10 8.103e-05 2.202e-10 2.461e-10 7.331e-10 1.483e-10 7.787e-11 8.212e-11 4.972e-11 3.141e-11 3.089e-11 2.941e-11 5.271e-11 3.263e-11 2.579e-11 1.885e-11 2.000e-11 1.709e-11 1.742e-11 1.887e-11 1.688e-11 1.700e-11 1.650e-11 1.619e-11 1.619e-11 1.620e-11 1.656e-11 1.645e-11 1.623e-11 1.614e-11 1.614e-11 1.614e-11 1.614e-11 +83 EP 10 2.509e-11 2.555e-10 6.560e-08 3.032e-03 8.170e-09 1.033e-08 3.204e-06 2.089e-09 2.280e-09 4.589e-04 2.745e-01 3.934e-01 2.654e-01 5.943e-02 5.045e-08 5.171e-09 9.663e-09 3.073e-06 7.066e-09 6.411e-09 1.534e-08 5.331e-07 3.853e-09 4.880e-08 7.156e-07 6.289e-08 2.741e-08 2.582e-07 1.749e-03 3.028e-07 3.119e-09 1.660e-03 2.621e-09 3.315e-09 9.125e-10 1.124e-09 3.940e-08 1.134e-09 4.282e-09 6.814e-05 6.809e-09 3.654e-10 1.256e-04 1.389e-04 6.022e-10 1.332e-10 5.557e-11 8.655e-11 8.629e-11 1.108e-10 7.765e-11 7.669e-11 3.257e-11 3.692e-11 2.773e-11 2.829e-11 3.196e-11 2.744e-11 2.765e-11 2.624e-11 2.535e-11 2.523e-11 2.527e-11 2.629e-11 2.602e-11 2.542e-11 2.509e-11 2.509e-11 2.509e-11 2.509e-11 +83 EP 11 1.271e-11 1.633e-10 3.413e-02 6.968e-04 3.815e-09 1.363e-09 2.407e-08 1.518e-01 2.608e-01 2.996e-01 1.486e-01 6.308e-02 2.930e-02 3.572e-03 3.146e-04 1.682e-09 1.201e-07 3.033e-06 5.448e-05 2.732e-03 3.054e-07 1.043e-04 1.011e-05 8.225e-07 8.498e-06 8.390e-09 9.978e-04 3.323e-03 3.371e-09 2.673e-09 9.989e-10 2.319e-07 1.078e-08 1.043e-09 3.768e-10 8.791e-04 1.841e-10 1.786e-10 1.469e-09 7.854e-10 1.420e-09 1.498e-10 2.234e-10 7.959e-11 2.267e-10 1.042e-10 2.877e-11 3.025e-11 2.870e-11 7.740e-11 4.245e-11 2.718e-11 1.561e-11 1.675e-11 1.371e-11 1.445e-11 1.668e-11 1.361e-11 1.408e-11 1.316e-11 1.278e-11 1.277e-11 1.279e-11 1.317e-11 1.308e-11 1.282e-11 1.271e-11 1.271e-11 1.271e-11 1.271e-11 +83 EP 12 8.733e-12 6.368e-10 5.407e-02 7.906e-02 1.015e-01 9.368e-02 9.803e-02 9.495e-02 8.637e-02 7.866e-02 6.802e-02 5.819e-02 4.706e-02 4.010e-02 2.913e-02 2.233e-02 1.738e-02 1.203e-02 7.881e-03 4.950e-03 3.483e-03 1.141e-03 1.658e-03 1.207e-04 3.098e-05 1.555e-04 1.000e-10 1.262e-10 3.482e-10 1.293e-10 1.750e-10 1.379e-10 7.737e-11 1.230e-10 4.543e-11 3.677e-11 1.814e-11 1.791e-11 2.399e-11 2.532e-11 3.492e-11 1.695e-11 1.388e-11 1.248e-11 1.117e-11 9.667e-12 1.352e-11 9.587e-12 9.177e-12 9.350e-12 9.500e-12 8.936e-12 8.743e-12 8.747e-12 8.742e-12 8.739e-12 1.073e-11 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 8.733e-12 +83 EP 13 1.455e-11 1.823e-01 2.244e-01 2.149e-01 1.440e-01 1.060e-01 6.019e-02 3.364e-02 1.967e-02 1.035e-02 4.352e-03 5.855e-05 2.495e-08 3.439e-10 3.949e-10 1.012e-09 6.250e-10 4.623e-09 9.659e-10 3.725e-09 7.547e-10 3.525e-10 1.259e-09 3.440e-10 5.772e-10 8.429e-07 5.747e-11 2.520e-05 9.932e-11 2.992e-05 6.540e-05 9.020e-10 4.718e-05 6.688e-11 3.655e-11 3.208e-11 2.318e-11 2.135e-11 2.782e-11 2.716e-11 2.890e-10 1.952e-11 1.863e-11 1.665e-11 1.588e-11 1.547e-11 1.647e-11 1.518e-11 1.475e-11 1.494e-11 1.493e-11 1.466e-11 1.455e-11 1.456e-11 1.455e-11 1.455e-11 1.512e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 1.455e-11 +83 EP 14 2.280e-11 7.820e-05 7.054e-03 1.119e-02 1.332e-02 8.245e-03 1.092e-02 1.272e-02 1.020e-02 1.301e-02 1.530e-02 2.036e-02 2.142e-02 2.078e-02 2.752e-02 2.279e-02 2.644e-02 2.856e-02 2.947e-02 3.487e-02 3.660e-02 3.927e-02 4.333e-02 4.668e-02 5.001e-02 5.813e-02 5.573e-02 4.952e-02 5.078e-02 4.754e-02 4.110e-02 3.427e-02 2.750e-02 2.213e-02 1.889e-02 1.654e-02 1.186e-02 3.940e-03 5.480e-03 1.661e-03 2.651e-03 2.045e-03 7.414e-10 4.858e-10 2.412e-10 7.440e-09 3.564e-10 1.724e-10 1.384e-10 3.007e-10 1.650e-10 1.309e-10 4.426e-10 1.821e-10 7.159e-11 1.912e-10 5.641e-11 3.632e-10 4.817e-11 4.922e-11 3.518e-11 6.864e-11 3.787e-11 6.840e-05 3.582e-05 4.270e-11 2.280e-11 2.280e-11 2.280e-11 2.322e-11 +83 EP 15 3.068e-11 2.457e-01 5.113e-01 2.182e-01 2.595e-09 3.091e-09 2.150e-09 8.346e-09 5.741e-09 6.739e-09 8.028e-09 3.048e-09 3.952e-05 5.693e-05 7.042e-03 1.369e-07 5.030e-09 5.553e-03 5.701e-03 2.801e-03 2.331e-03 1.194e-08 6.886e-04 7.945e-10 1.019e-09 2.118e-06 6.154e-10 1.621e-04 1.051e-09 1.517e-09 1.338e-09 1.036e-04 3.297e-10 3.227e-04 3.271e-10 5.116e-10 1.017e-10 1.342e-10 4.454e-10 1.054e-10 1.486e-10 2.918e-10 1.719e-10 7.127e-11 6.242e-11 6.104e-11 4.489e-11 4.043e-11 3.731e-11 4.371e-11 3.887e-11 3.629e-11 3.190e-11 3.255e-11 3.119e-11 3.141e-11 3.391e-11 3.098e-11 3.087e-11 3.079e-11 3.069e-11 3.069e-11 3.069e-11 3.085e-11 3.080e-11 3.070e-11 3.068e-11 3.068e-11 3.068e-11 3.068e-11 +83 EP 16 2.342e-11 1.798e-10 1.336e-02 3.359e-02 3.811e-02 4.390e-02 4.692e-02 5.187e-02 5.454e-02 5.568e-02 5.593e-02 5.684e-02 5.430e-02 5.243e-02 4.791e-02 5.938e-02 4.774e-02 4.855e-02 4.256e-02 4.236e-02 3.507e-02 3.026e-02 2.372e-02 1.988e-02 1.324e-02 1.215e-02 7.408e-03 6.231e-03 1.954e-03 1.237e-03 2.144e-03 7.668e-10 6.941e-10 1.992e-04 5.483e-04 2.286e-10 2.331e-10 2.198e-10 1.850e-10 1.190e-10 9.252e-11 4.133e-10 6.539e-11 7.878e-11 6.206e-11 4.844e-11 5.653e-11 6.408e-11 5.938e-11 5.860e-11 3.686e-11 2.892e-11 2.499e-11 2.745e-11 2.451e-11 2.433e-11 8.326e-11 2.367e-11 2.350e-11 2.346e-11 2.342e-11 2.343e-11 2.344e-11 2.354e-11 2.345e-11 2.343e-11 2.342e-11 2.342e-11 2.342e-11 2.342e-11 +83 EP 17 1.451e-11 5.945e-10 5.806e-02 3.305e-01 4.241e-01 1.504e-01 1.188e-02 2.860e-04 2.455e-04 3.782e-09 3.023e-03 2.888e-09 7.256e-07 3.798e-05 5.357e-08 2.049e-03 6.633e-03 6.240e-03 3.619e-04 2.108e-03 3.724e-06 5.085e-04 1.021e-09 1.337e-03 1.672e-04 2.004e-03 1.180e-09 1.677e-09 1.907e-09 2.173e-09 2.210e-09 2.425e-08 3.968e-10 7.145e-10 2.139e-10 3.403e-10 1.306e-10 1.202e-10 6.224e-10 1.226e-10 1.265e-05 8.543e-05 5.956e-11 6.001e-11 5.275e-11 4.102e-11 2.471e-11 2.789e-11 2.270e-11 3.480e-11 2.723e-11 2.168e-11 1.638e-11 1.731e-11 1.520e-11 1.550e-11 1.654e-11 1.509e-11 1.504e-11 1.478e-11 1.453e-11 1.454e-11 1.453e-11 1.481e-11 1.474e-11 1.457e-11 1.451e-11 1.451e-11 1.451e-11 1.451e-11 +83 EP 18 5.307e-11 9.815e-02 1.553e-01 1.460e-01 1.173e-01 9.307e-02 7.645e-02 5.655e-02 4.891e-02 4.210e-02 3.423e-02 2.708e-02 2.125e-02 1.891e-02 1.544e-02 1.192e-02 1.058e-02 7.456e-03 6.524e-03 3.992e-03 2.268e-03 2.239e-03 1.604e-03 1.294e-03 4.350e-04 3.371e-04 2.897e-04 5.583e-05 7.499e-10 1.837e-04 5.934e-11 8.911e-05 5.458e-11 5.630e-11 8.796e-11 5.364e-11 5.377e-11 5.321e-11 5.322e-11 5.348e-11 5.360e-11 5.695e-11 5.309e-11 5.314e-11 5.308e-11 5.307e-11 5.308e-11 5.308e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.308e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 5.307e-11 +83 EP 19 1.349e-11 1.060e-10 1.702e-02 2.472e-02 6.640e-09 9.411e-09 2.524e-02 5.214e-07 1.812e-09 1.227e-04 3.262e-09 1.367e-03 9.223e-02 2.104e-01 2.289e-01 1.708e-01 1.058e-01 6.519e-02 3.179e-02 1.084e-02 4.625e-03 4.969e-03 2.847e-03 1.804e-09 3.247e-09 8.059e-09 4.025e-09 2.553e-06 8.286e-09 2.106e-03 1.056e-09 2.588e-04 3.855e-08 7.311e-05 1.752e-09 8.862e-10 5.228e-10 4.059e-10 3.111e-04 6.822e-10 2.359e-04 1.393e-10 2.507e-10 2.139e-10 1.131e-04 5.646e-10 3.657e-11 4.218e-11 5.374e-11 3.637e-10 5.941e-11 4.363e-11 1.990e-11 2.346e-11 1.531e-11 1.570e-11 1.960e-11 1.582e-11 1.514e-11 1.432e-11 1.368e-11 1.359e-11 1.364e-11 1.433e-11 1.413e-11 1.371e-11 1.349e-11 1.349e-11 1.349e-11 1.349e-11 +83 EP 20 1.132e-10 2.297e-10 5.952e-10 4.522e-10 7.389e-10 3.559e-10 5.898e-10 8.225e-10 1.163e-09 4.977e-10 4.811e-05 6.532e-10 6.932e-10 3.081e-09 6.410e-10 4.584e-09 3.707e-04 2.132e-09 1.269e-09 5.921e-09 1.489e-09 1.354e-09 1.551e-09 3.769e-03 3.253e-03 1.737e-03 4.909e-03 5.342e-03 3.066e-08 3.751e-03 3.673e-09 4.593e-03 2.197e-03 7.619e-06 7.663e-03 1.252e-02 2.800e-02 4.002e-02 5.707e-02 7.509e-02 8.534e-02 7.769e-02 6.995e-02 8.851e-02 6.979e-02 5.801e-02 6.148e-02 4.730e-02 4.430e-02 3.877e-02 2.629e-02 2.161e-02 1.845e-02 1.438e-02 7.810e-03 7.697e-03 4.202e-03 3.056e-03 1.358e-03 1.132e-03 7.924e-04 4.528e-04 5.660e-04 3.957e-10 1.617e-04 4.528e-04 1.132e-10 1.132e-10 1.132e-10 1.132e-04 +83 TP 1 1.692e-01 2.084e-02 1.737e-02 8.171e-10 3.164e-10 1.466e-04 1.306e-09 6.049e-03 7.054e-02 3.195e-02 7.767e-02 2.628e-01 9.315e-02 1.409e-08 4.306e-02 9.260e-02 8.984e-02 1.433e-09 2.474e-02 4.984e-10 +83 TP 2 4.279e-02 2.364e-01 2.865e-02 4.724e-02 2.290e-11 4.731e-01 2.077e-02 1.585e-04 2.987e-02 1.762e-02 3.829e-02 6.267e-10 2.663e-10 1.468e-02 1.699e-03 4.798e-10 1.735e-02 3.995e-11 2.400e-02 7.430e-03 +83 TP 3 3.371e-05 8.846e-02 2.735e-01 2.577e-02 1.209e-04 1.130e-01 4.286e-02 6.126e-02 5.843e-02 4.721e-02 7.533e-02 1.766e-08 9.473e-09 1.746e-02 2.149e-02 1.849e-02 5.899e-02 7.377e-11 9.215e-02 5.439e-03 +83 TP 4 2.406e-09 9.131e-02 6.851e-02 8.977e-06 4.391e-11 1.952e-01 1.186e-01 5.288e-02 1.799e-02 3.410e-02 4.229e-02 3.097e-10 1.816e-10 2.860e-01 2.466e-07 6.410e-10 1.498e-02 5.712e-11 7.235e-02 5.771e-03 +83 TP 5 5.003e-10 2.608e-10 9.553e-10 4.395e-10 9.830e-01 3.742e-10 1.950e-10 2.923e-04 1.250e-09 3.106e-10 3.938e-09 8.354e-09 3.934e-03 3.315e-10 1.253e-09 8.258e-10 1.675e-03 1.099e-02 9.432e-10 1.252e-04 +83 TP 6 1.993e-09 5.447e-02 1.181e-01 6.251e-10 4.065e-11 1.323e-09 1.488e-02 8.135e-02 1.049e-01 7.927e-02 1.614e-01 1.076e-09 8.706e-10 4.334e-02 3.959e-02 7.299e-03 1.230e-01 6.415e-11 1.716e-01 6.452e-04 +83 TP 7 7.638e-10 3.346e-09 2.277e-02 5.310e-01 4.132e-11 2.958e-01 6.734e-02 1.314e-02 3.918e-03 5.177e-03 3.470e-09 2.721e-10 1.703e-10 3.308e-09 9.766e-10 3.193e-10 8.461e-10 5.359e-11 1.503e-04 6.075e-02 +83 TP 8 2.807e-03 9.476e-02 1.389e-01 8.603e-03 6.554e-10 5.103e-05 4.564e-02 2.850e-01 5.687e-02 6.065e-02 8.339e-02 2.581e-08 1.128e-03 2.050e-02 2.264e-02 6.680e-03 6.717e-02 1.175e-10 1.004e-01 4.793e-03 +83 TP 9 1.108e-09 9.053e-02 7.599e-02 8.667e-10 1.495e-10 1.186e-08 1.446e-02 3.734e-02 2.185e-01 5.717e-02 1.453e-01 3.063e-02 1.221e-02 8.708e-03 5.702e-02 4.103e-02 1.167e-01 1.354e-10 9.380e-02 6.893e-04 +83 TP 10 5.613e-09 9.486e-02 9.525e-02 2.770e-06 1.968e-10 2.944e-02 3.054e-02 5.941e-02 8.724e-02 1.695e-01 1.133e-01 1.059e-02 6.149e-03 1.350e-02 2.819e-02 1.724e-02 7.869e-02 2.102e-10 1.650e-01 1.139e-03 +83 TP 11 6.550e-09 9.488e-02 8.459e-02 1.659e-03 8.172e-11 1.386e-02 2.101e-02 4.035e-02 8.345e-02 6.816e-02 2.269e-01 4.309e-02 6.017e-03 1.356e-02 4.010e-02 3.136e-02 1.020e-01 1.037e-10 1.285e-01 5.493e-04 +83 TP 12 3.256e-07 1.331e-09 1.328e-06 1.129e-10 1.126e-09 7.626e-10 1.240e-10 1.687e-06 9.897e-03 2.684e-03 2.388e-03 6.272e-01 1.724e-01 2.034e-10 2.505e-02 1.461e-01 9.830e-03 2.010e-08 4.383e-03 1.232e-10 +83 TP 13 1.342e-09 1.342e-09 5.443e-08 1.075e-10 4.182e-04 4.595e-10 1.673e-10 1.161e-03 7.492e-03 6.282e-10 1.535e-09 3.330e-01 5.914e-01 3.065e-10 9.656e-10 6.287e-02 8.328e-07 3.668e-03 1.113e-09 6.985e-11 +83 TP 14 1.132e-09 1.025e-01 2.753e-02 2.272e-04 6.313e-11 5.989e-05 1.895e-01 8.699e-03 1.827e-09 6.250e-08 2.532e-09 5.574e-10 4.065e-10 6.047e-01 1.496e-04 1.017e-09 1.707e-09 6.044e-11 1.640e-08 6.657e-02 +83 TP 15 1.602e-09 3.550e-02 3.498e-02 4.378e-10 2.338e-10 1.050e-09 2.175e-03 3.120e-03 1.250e-01 3.184e-02 9.218e-02 1.385e-07 1.347e-02 1.716e-03 2.713e-01 1.011e-01 2.349e-01 1.871e-10 5.271e-02 1.811e-10 +83 TP 16 7.973e-01 1.305e-01 9.769e-07 1.046e-05 2.347e-10 2.039e-03 8.426e-10 6.439e-09 1.385e-02 9.946e-03 4.308e-02 1.282e-04 1.804e-09 1.279e-09 2.817e-08 5.969e-09 3.125e-03 2.737e-10 1.212e-07 7.240e-10 +83 TP 17 1.027e-04 7.610e-02 7.549e-02 4.050e-10 3.325e-10 1.273e-09 1.341e-02 3.680e-02 1.268e-01 5.221e-02 1.187e-01 2.006e-02 1.917e-02 3.086e-03 6.445e-02 7.441e-02 2.365e-01 9.611e-11 8.268e-02 1.786e-10 +83 TP 18 9.770e-10 5.477e-10 4.018e-10 7.385e-05 6.429e-03 3.562e-05 2.832e-10 3.565e-10 4.261e-10 4.596e-10 5.296e-10 2.909e-09 1.305e-02 4.951e-10 8.350e-10 9.123e-10 6.054e-10 9.804e-01 3.132e-10 9.189e-11 +83 TP 19 2.379e-02 1.127e-01 9.877e-02 1.058e-02 2.972e-05 4.682e-02 3.346e-02 5.175e-02 6.244e-02 6.268e-02 1.102e-01 4.044e-03 5.356e-03 1.931e-02 2.317e-02 1.652e-02 7.109e-02 1.232e-10 2.469e-01 4.505e-04 +83 TP 20 8.290e-10 4.061e-09 3.745e-02 4.652e-01 1.190e-10 1.133e-01 6.547e-09 6.212e-03 6.318e-10 1.180e-09 7.136e-09 4.133e-10 6.049e-10 6.082e-02 8.080e-10 5.497e-10 4.611e-10 1.690e-10 1.249e-09 3.171e-01 +84 IP 1 7.407e-09 +84 IP 2 3.678e-02 +84 IP 3 1.453e-07 +84 IP 4 7.556e-09 +84 IP 5 1.515e-07 +84 IP 6 1.516e-02 +84 IP 7 3.445e-01 +84 IP 8 9.991e-09 +84 IP 9 7.487e-03 +84 IP 10 2.451e-02 +84 IP 11 7.512e-03 +84 IP 12 1.442e-01 +84 IP 13 7.407e-09 +84 IP 14 3.305e-01 +84 IP 15 3.339e-08 +84 IP 16 9.422e-08 +84 IP 17 5.256e-02 +84 IP 18 1.629e-02 +84 IP 19 7.875e-03 +84 IP 20 1.269e-02 +84 IP 21 6.597e-08 +84 EP 1 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.523e-08 1.664e-08 6.693e-01 3.307e-01 1.601e-08 1.522e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 1.521e-08 +84 EP 2 1.776e-11 2.470e-01 2.680e-01 2.191e-01 1.393e-01 8.957e-02 3.635e-02 1.261e-05 3.370e-09 1.272e-09 6.494e-10 5.762e-10 5.923e-10 4.405e-10 3.911e-10 5.756e-10 1.411e-09 1.052e-09 8.014e-05 6.309e-10 2.691e-08 6.149e-08 2.741e-10 1.920e-10 5.182e-05 2.781e-07 4.153e-10 1.214e-04 3.541e-04 4.194e-10 9.273e-11 5.464e-11 7.156e-11 1.480e-09 1.555e-10 4.717e-11 8.297e-11 3.522e-11 3.555e-11 2.976e-11 3.364e-11 2.609e-11 2.444e-11 2.076e-11 2.232e-11 1.925e-11 1.853e-11 1.938e-11 1.842e-11 1.800e-11 1.791e-11 1.812e-11 1.854e-11 1.788e-11 1.777e-11 1.868e-11 1.780e-11 1.780e-11 1.779e-11 1.855e-11 1.776e-11 1.778e-11 1.776e-11 1.776e-11 1.776e-11 1.776e-11 1.776e-11 1.776e-11 1.776e-11 +84 EP 3 1.429e-11 2.744e-11 3.317e-03 7.113e-03 4.131e-03 5.256e-03 6.202e-03 7.475e-03 8.494e-03 1.004e-02 1.381e-02 1.932e-02 1.828e-02 1.815e-02 2.075e-02 1.643e-02 1.434e-02 1.822e-02 1.939e-02 2.052e-02 2.531e-02 3.247e-02 3.905e-02 4.231e-02 4.503e-02 4.844e-02 5.286e-02 5.008e-02 5.256e-02 5.275e-02 5.079e-02 4.662e-02 4.152e-02 3.855e-02 3.304e-02 2.657e-02 2.347e-02 2.038e-02 1.393e-02 1.064e-02 8.287e-03 5.205e-03 3.564e-03 2.097e-03 1.522e-03 1.224e-03 2.471e-04 1.820e-04 3.729e-10 3.189e-10 1.114e-10 2.479e-08 4.138e-10 1.134e-10 3.678e-11 5.623e-05 3.470e-11 4.576e-11 6.224e-11 3.032e-11 2.197e-11 1.371e-05 1.639e-10 1.471e-11 1.942e-11 2.299e-11 1.429e-11 2.264e-11 6.072e-11 +84 EP 4 9.950e-11 1.462e-10 7.578e-10 4.705e-10 1.027e-08 9.937e-10 1.049e-09 3.382e-09 4.946e-09 2.441e-09 8.627e-04 1.806e-03 1.930e-09 2.045e-03 2.122e-03 3.448e-09 1.348e-03 2.542e-03 3.091e-03 1.524e-09 3.589e-04 5.541e-03 8.863e-09 4.566e-09 1.453e-02 1.432e-02 1.023e-02 1.749e-02 1.448e-02 2.634e-02 1.441e-08 3.547e-08 4.860e-09 2.394e-09 8.452e-09 5.471e-09 3.218e-03 1.265e-02 3.687e-02 6.415e-02 6.920e-02 9.060e-02 9.141e-02 7.411e-02 7.792e-02 6.891e-02 6.156e-02 5.172e-02 4.529e-02 3.444e-02 2.890e-02 2.209e-02 1.490e-02 1.035e-02 7.562e-03 5.089e-03 3.582e-03 2.834e-03 1.692e-03 9.406e-04 1.095e-03 1.036e-04 4.975e-04 2.985e-04 4.975e-04 1.990e-04 9.950e-11 9.950e-05 9.950e-05 +84 EP 5 1.673e-11 9.247e-11 1.203e-03 1.312e-02 1.453e-02 1.272e-02 9.515e-03 2.270e-02 3.786e-02 4.185e-02 4.350e-02 4.876e-02 5.260e-02 4.916e-02 4.782e-02 4.896e-02 5.833e-02 5.622e-02 5.405e-02 5.021e-02 4.497e-02 4.342e-02 3.783e-02 3.110e-02 2.814e-02 2.903e-02 2.343e-02 2.256e-02 1.850e-02 1.438e-02 1.196e-02 9.505e-03 7.821e-03 4.539e-03 3.909e-03 3.081e-03 1.329e-03 2.506e-04 4.022e-04 3.339e-04 2.308e-10 1.562e-04 8.820e-05 8.045e-10 7.010e-11 8.540e-05 8.081e-11 4.465e-05 4.389e-11 2.817e-11 3.555e-11 4.473e-11 2.030e-05 2.431e-11 1.794e-11 4.312e-11 1.860e-11 2.002e-11 2.063e-11 2.013e-11 1.701e-11 2.848e-11 1.674e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 1.673e-11 +84 EP 6 2.585e-11 1.232e-01 4.772e-01 3.331e-01 2.855e-02 3.283e-03 8.570e-08 2.345e-08 5.327e-09 1.289e-08 1.946e-09 5.534e-03 3.344e-03 1.020e-08 2.598e-05 5.698e-03 4.141e-03 3.824e-03 8.107e-03 1.695e-07 2.814e-08 1.923e-06 3.577e-09 3.544e-09 7.995e-09 8.195e-10 5.601e-10 9.956e-10 3.696e-06 2.740e-04 2.196e-03 1.007e-03 8.009e-10 1.551e-04 1.094e-09 3.617e-10 2.016e-04 1.190e-04 1.652e-10 4.784e-10 1.240e-10 1.044e-10 4.263e-05 4.920e-11 6.234e-11 4.784e-11 3.802e-11 4.675e-11 3.565e-11 3.171e-11 2.971e-11 3.319e-11 3.954e-11 2.796e-11 2.662e-11 3.254e-11 2.752e-11 2.918e-11 2.767e-11 2.712e-11 2.608e-11 2.806e-11 2.634e-11 2.585e-11 2.588e-11 2.599e-11 2.585e-11 2.600e-11 2.655e-11 +84 EP 7 7.109e-11 1.521e-01 1.994e-01 1.773e-01 1.292e-01 8.967e-02 6.728e-02 4.795e-02 3.704e-02 2.565e-02 1.991e-02 1.387e-02 1.022e-02 9.759e-03 4.668e-03 4.131e-03 3.123e-03 3.788e-03 1.344e-03 1.281e-03 7.704e-04 8.106e-04 4.995e-05 1.453e-04 1.836e-04 1.621e-04 2.507e-10 1.462e-04 8.139e-11 1.135e-10 7.542e-11 6.730e-05 8.005e-11 7.641e-11 2.792e-10 7.195e-11 7.347e-11 7.211e-11 7.167e-11 7.135e-11 7.169e-11 7.124e-11 7.122e-11 7.115e-11 7.117e-11 7.112e-11 7.109e-11 7.301e-11 7.110e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.111e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 7.109e-11 +84 EP 8 1.525e-11 5.574e-11 1.470e-09 1.320e-07 1.445e-09 2.253e-03 1.036e-04 4.709e-09 2.028e-09 3.295e-03 7.922e-08 7.397e-05 2.451e-04 1.426e-06 6.980e-08 1.047e-05 6.781e-03 5.389e-03 6.065e-03 1.127e-02 5.569e-07 5.741e-03 7.640e-03 1.283e-02 3.215e-02 5.864e-02 8.268e-02 9.591e-02 1.210e-01 1.227e-01 1.160e-01 9.585e-02 7.907e-02 5.735e-02 3.856e-02 2.345e-02 1.126e-02 2.628e-03 1.031e-08 2.500e-09 4.696e-10 8.626e-04 2.878e-10 1.826e-10 2.847e-10 2.978e-10 2.384e-10 1.118e-04 1.526e-10 1.525e-10 1.010e-10 9.015e-11 4.427e-11 4.083e-11 2.851e-11 1.397e-05 2.477e-11 2.315e-05 2.480e-11 8.089e-11 1.825e-11 1.791e-11 1.986e-11 1.548e-11 1.623e-11 1.716e-11 1.525e-11 1.770e-11 1.725e-11 +84 EP 9 2.723e-11 6.752e-11 4.024e-10 3.260e-10 1.161e-08 2.983e-07 9.195e-10 2.721e-09 1.333e-09 1.774e-09 1.479e-09 4.086e-07 3.004e-03 1.209e-08 1.650e-05 1.701e-09 1.488e-09 5.711e-08 2.157e-06 1.168e-09 3.729e-03 2.197e-03 5.639e-03 1.041e-02 9.274e-04 2.177e-05 1.964e-09 1.765e-09 2.191e-03 4.127e-03 3.519e-02 5.371e-02 6.819e-02 8.787e-02 1.014e-01 1.057e-01 1.029e-01 1.007e-01 8.719e-02 6.451e-02 4.953e-02 3.378e-02 2.560e-02 2.106e-02 1.157e-02 8.541e-03 5.391e-03 2.436e-03 1.140e-03 1.194e-03 9.657e-05 3.513e-10 2.341e-10 1.116e-10 9.467e-11 4.841e-10 7.504e-11 6.993e-10 8.436e-11 4.212e-05 4.715e-11 3.981e-11 5.115e-11 3.374e-11 3.842e-11 4.662e-11 2.723e-11 6.362e-11 4.475e-11 +84 EP 10 1.954e-11 4.809e-10 2.144e-08 3.006e-09 1.437e-02 3.998e-01 3.887e-01 1.246e-01 3.690e-02 1.462e-05 4.476e-03 6.517e-04 5.805e-05 1.975e-03 9.456e-03 2.879e-03 4.825e-09 6.569e-03 3.681e-07 4.750e-03 1.047e-08 1.116e-07 1.973e-03 1.869e-09 4.734e-09 7.904e-10 6.432e-10 1.167e-09 1.047e-09 1.887e-07 1.341e-09 7.446e-04 1.653e-03 1.000e-04 9.448e-10 7.648e-07 3.207e-10 5.245e-10 2.615e-04 3.411e-06 1.779e-10 1.138e-10 6.524e-11 6.611e-11 1.018e-10 5.052e-11 3.746e-11 4.879e-11 3.469e-11 2.719e-11 2.450e-11 3.117e-11 4.948e-11 2.204e-11 2.057e-11 3.263e-11 2.150e-11 2.437e-11 2.162e-11 2.180e-11 1.984e-11 2.284e-11 2.032e-11 1.955e-11 1.959e-11 1.977e-11 1.954e-11 1.979e-11 2.043e-11 +84 EP 11 2.125e-11 1.267e-08 6.282e-09 2.825e-01 5.319e-01 1.398e-01 8.103e-09 2.059e-02 9.008e-09 7.078e-09 2.346e-08 2.043e-09 2.896e-07 5.384e-09 1.601e-05 4.773e-08 4.072e-03 5.411e-09 2.482e-08 5.040e-09 1.104e-02 8.534e-03 2.679e-08 1.678e-09 1.020e-05 7.437e-10 6.790e-10 2.252e-09 1.124e-03 2.127e-07 4.942e-10 1.864e-09 8.168e-10 1.828e-09 4.206e-04 1.182e-09 2.909e-10 3.014e-10 3.636e-10 4.099e-10 1.131e-10 1.008e-10 6.953e-11 6.201e-11 6.552e-11 4.455e-11 3.401e-11 4.450e-11 3.192e-11 2.774e-11 2.536e-11 3.676e-11 4.014e-11 2.385e-11 2.225e-11 3.018e-11 2.315e-11 2.537e-11 2.341e-11 2.321e-11 2.154e-11 2.444e-11 2.198e-11 2.126e-11 2.130e-11 2.145e-11 2.125e-11 2.146e-11 2.211e-11 +84 EP 12 7.509e-12 1.131e-05 6.962e-02 9.764e-02 1.055e-01 1.024e-01 1.035e-01 1.046e-01 8.452e-02 7.264e-02 5.664e-02 4.979e-02 4.141e-02 3.259e-02 2.603e-02 1.911e-02 1.282e-02 9.628e-03 4.942e-03 2.929e-03 1.950e-03 8.667e-04 8.235e-04 2.300e-10 3.577e-09 4.747e-10 1.275e-10 2.222e-10 1.800e-10 3.784e-09 6.745e-11 4.056e-11 6.329e-11 2.315e-10 1.115e-05 3.991e-11 3.807e-11 2.634e-11 3.004e-11 1.759e-11 1.692e-11 1.496e-11 1.218e-11 1.001e-11 1.123e-11 9.365e-12 8.506e-12 9.337e-12 8.581e-12 7.674e-12 7.769e-12 7.791e-12 8.524e-12 7.739e-12 7.518e-12 8.326e-12 7.526e-12 7.515e-12 7.523e-12 8.525e-12 7.509e-12 7.535e-12 7.509e-12 7.509e-12 7.509e-12 7.509e-12 7.509e-12 7.509e-12 7.509e-12 +84 EP 13 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 1.066e-08 3.249e-01 6.751e-01 1.067e-08 9.652e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 9.645e-09 +84 EP 14 1.627e-11 2.603e-10 2.682e-04 7.254e-10 9.012e-10 8.571e-05 3.499e-03 3.487e-03 1.113e-02 1.461e-02 3.214e-02 4.672e-02 5.299e-02 6.153e-02 6.715e-02 7.668e-02 8.867e-02 8.344e-02 8.816e-02 8.096e-02 6.996e-02 5.723e-02 4.499e-02 3.910e-02 2.613e-02 1.899e-02 1.267e-02 7.918e-03 4.003e-03 2.311e-03 3.531e-03 5.345e-09 3.087e-04 1.803e-04 9.655e-05 3.190e-04 1.447e-09 4.096e-04 3.606e-04 5.863e-10 6.911e-11 1.023e-10 5.069e-11 3.010e-11 5.239e-11 3.340e-11 2.601e-11 3.857e-11 2.377e-11 1.955e-11 1.934e-11 1.888e-11 2.237e-11 1.752e-11 1.650e-11 2.376e-11 1.640e-11 1.661e-11 1.648e-11 1.811e-11 1.627e-11 1.643e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 1.627e-11 +84 EP 15 1.342e-11 5.587e-11 1.233e-07 5.834e-03 1.975e-09 2.041e-09 4.057e-09 2.112e-03 6.422e-03 2.273e-04 1.057e-03 4.567e-03 2.671e-08 9.887e-09 1.349e-02 1.213e-02 1.961e-09 1.816e-09 7.592e-03 1.431e-02 5.573e-02 9.906e-02 1.303e-01 1.369e-01 1.465e-01 1.278e-01 9.803e-02 7.790e-02 4.156e-02 1.842e-02 2.583e-07 1.081e-05 1.958e-07 2.639e-08 8.518e-10 3.382e-09 1.847e-09 1.837e-09 8.762e-10 5.687e-10 1.877e-10 6.102e-10 1.501e-10 7.831e-11 1.653e-10 1.278e-10 6.986e-11 2.285e-10 7.332e-11 4.532e-11 3.370e-11 4.400e-11 3.207e-11 1.995e-11 1.896e-11 6.339e-11 1.929e-11 5.228e-11 3.177e-11 2.906e-11 1.477e-11 1.552e-11 1.471e-11 1.348e-11 1.357e-11 1.424e-11 1.342e-11 1.461e-11 1.525e-11 +84 EP 16 1.247e-11 5.165e-11 1.117e-02 1.966e-02 2.106e-02 1.419e-02 1.944e-02 1.481e-02 1.533e-02 2.019e-02 2.010e-02 9.352e-03 3.620e-06 3.247e-09 3.303e-09 3.247e-02 7.455e-02 1.066e-01 1.348e-01 1.524e-01 1.303e-01 8.493e-02 5.201e-02 3.758e-02 1.209e-02 1.999e-07 1.688e-09 1.621e-06 3.103e-09 6.911e-03 6.837e-03 3.195e-03 1.764e-06 2.324e-05 8.756e-10 4.958e-10 3.054e-09 2.845e-10 3.212e-10 2.881e-10 1.271e-10 2.377e-10 1.327e-10 7.620e-11 9.268e-11 1.107e-10 5.593e-11 9.048e-11 5.125e-11 3.113e-11 3.631e-11 4.478e-11 1.329e-07 2.556e-11 1.731e-11 3.512e-11 4.456e-11 3.159e-11 2.892e-11 3.114e-11 1.354e-11 1.455e-11 1.558e-11 1.259e-11 1.291e-11 1.359e-11 1.247e-11 1.355e-11 2.002e-11 +84 EP 17 2.459e-11 3.527e-10 8.596e-03 4.099e-09 7.811e-09 6.470e-09 1.440e-01 4.278e-01 3.431e-01 5.236e-02 9.327e-09 4.510e-08 9.063e-07 1.908e-02 5.892e-09 1.257e-06 8.005e-09 1.867e-07 3.510e-03 1.070e-03 4.614e-09 4.212e-09 5.267e-09 1.905e-09 5.280e-09 8.025e-10 5.808e-10 1.187e-08 4.396e-09 1.216e-08 5.064e-09 4.205e-09 9.590e-10 5.150e-09 1.889e-09 9.941e-10 4.248e-10 7.378e-10 4.178e-04 5.954e-10 3.155e-10 2.652e-10 1.158e-10 6.761e-11 9.186e-06 7.637e-11 4.858e-11 1.125e-10 5.416e-11 4.031e-11 3.168e-11 3.789e-11 4.445e-11 2.889e-11 2.599e-11 3.806e-11 2.737e-11 3.417e-11 2.718e-11 2.776e-11 2.500e-11 2.891e-11 2.676e-11 2.460e-11 2.469e-11 2.499e-11 2.459e-11 2.500e-11 2.608e-11 +84 EP 18 1.413e-11 7.916e-11 2.590e-02 1.663e-02 5.045e-03 8.380e-09 3.962e-04 2.440e-09 8.064e-09 6.002e-03 2.424e-09 9.975e-09 7.253e-02 1.801e-01 2.275e-01 1.916e-01 1.360e-01 8.603e-02 4.925e-02 2.070e-05 1.119e-07 1.253e-09 1.525e-09 1.727e-09 6.426e-04 8.930e-04 2.042e-09 2.896e-09 3.220e-09 1.385e-03 1.524e-04 6.173e-05 6.323e-10 1.464e-09 6.826e-10 5.571e-10 5.032e-09 3.504e-10 1.153e-09 6.091e-10 3.031e-10 2.776e-10 9.140e-11 5.781e-11 1.195e-10 1.079e-10 6.537e-11 8.317e-11 3.699e-11 2.872e-11 2.780e-11 2.928e-11 4.662e-11 2.089e-11 1.629e-11 3.360e-11 2.195e-11 3.862e-11 1.908e-11 2.317e-11 1.468e-11 1.783e-11 1.647e-11 1.417e-11 1.431e-11 1.474e-11 1.413e-11 1.471e-11 1.611e-11 +84 EP 19 8.410e-09 8.411e-09 8.410e-09 8.410e-03 8.418e-09 8.410e-09 8.410e-09 8.434e-09 8.411e-09 8.414e-09 8.414e-09 8.410e-09 8.411e-09 8.410e-09 8.413e-09 8.410e-09 8.410e-09 8.412e-09 8.410e-09 8.410e-09 8.412e-09 1.897e-02 6.059e-01 3.668e-01 1.068e-08 8.482e-09 8.410e-09 8.411e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 8.410e-09 +84 EP 20 2.169e-11 2.221e-10 4.789e-05 3.107e-07 3.181e-09 3.736e-09 4.746e-08 6.636e-09 1.609e-01 4.321e-01 2.768e-01 6.376e-02 1.093e-02 1.162e-06 2.080e-02 3.272e-03 2.565e-08 1.492e-08 6.249e-09 2.906e-02 1.318e-08 2.066e-09 2.160e-09 1.434e-09 1.269e-08 1.149e-09 6.193e-10 2.266e-09 6.027e-08 1.003e-09 3.449e-09 7.866e-04 8.550e-10 4.677e-05 1.758e-09 9.571e-10 7.269e-10 1.069e-03 1.229e-09 3.616e-04 2.380e-10 1.582e-10 1.266e-10 5.747e-11 4.374e-10 7.606e-11 4.372e-11 1.404e-10 4.736e-11 3.155e-11 2.927e-11 3.878e-11 3.884e-11 2.595e-11 2.309e-11 3.850e-11 2.437e-11 3.144e-11 2.430e-11 2.544e-11 2.209e-11 3.239e-11 2.301e-11 2.169e-11 2.175e-11 2.210e-11 2.169e-11 2.211e-11 2.318e-11 +84 EP 21 2.212e-11 1.688e-10 1.333e-08 8.336e-08 3.889e-03 2.932e-08 8.223e-09 7.674e-09 5.252e-09 7.599e-09 1.790e-01 3.603e-01 3.161e-01 1.212e-01 7.386e-08 5.064e-04 1.313e-03 1.594e-02 1.891e-08 2.245e-08 2.146e-08 1.178e-09 1.902e-09 1.606e-09 3.357e-09 2.685e-09 1.554e-09 2.260e-09 7.631e-09 4.270e-05 5.467e-09 1.928e-07 1.073e-09 9.980e-10 1.072e-09 1.567e-09 1.216e-03 5.239e-10 2.380e-09 8.283e-10 5.280e-04 3.886e-10 1.268e-10 7.630e-11 1.635e-10 8.506e-11 6.051e-11 9.726e-11 4.764e-11 3.766e-11 3.383e-11 4.282e-11 4.904e-11 2.887e-11 2.411e-11 5.049e-11 2.703e-11 3.700e-11 2.597e-11 2.871e-11 2.265e-11 2.683e-11 2.411e-11 2.215e-11 2.224e-11 2.272e-11 2.212e-11 2.271e-11 2.415e-11 +84 TP 1 9.390e-01 1.522e-08 1.522e-08 1.522e-08 1.522e-08 1.522e-08 1.521e-08 1.522e-08 1.522e-08 1.522e-08 1.522e-08 1.522e-08 3.042e-02 1.522e-08 1.522e-08 1.522e-08 1.522e-08 1.523e-08 3.053e-02 1.522e-08 1.522e-08 +84 TP 2 1.778e-11 4.529e-01 4.818e-10 1.290e-10 3.759e-02 7.961e-04 1.998e-07 2.182e-10 2.189e-10 1.463e-02 3.202e-02 4.432e-01 1.777e-11 1.992e-07 2.204e-03 7.195e-03 4.472e-03 4.828e-03 1.834e-11 1.509e-05 1.663e-04 +84 TP 3 1.430e-11 2.459e-10 3.472e-09 4.444e-02 4.519e-10 4.161e-10 6.956e-11 4.756e-01 2.887e-01 4.462e-09 7.440e-10 4.308e-10 1.622e-11 1.544e-09 1.694e-01 1.871e-02 2.559e-08 7.343e-04 1.483e-11 1.377e-07 2.411e-03 +84 TP 4 9.958e-11 2.552e-10 1.733e-09 2.609e-01 4.807e-10 4.640e-10 1.229e-10 1.983e-01 3.901e-01 3.553e-10 3.873e-10 3.230e-10 1.004e-10 1.474e-09 9.857e-02 3.228e-02 1.412e-04 1.423e-02 1.021e-10 6.424e-04 4.767e-03 +84 TP 5 1.675e-11 5.308e-10 9.454e-10 1.800e-10 9.694e-06 1.261e-09 2.200e-10 1.442e-01 3.784e-09 9.947e-08 1.797e-09 3.064e-09 2.076e-11 6.154e-01 1.890e-01 4.704e-02 4.330e-03 3.957e-06 1.718e-11 4.153e-09 1.084e-08 +84 TP 6 2.587e-11 1.581e-02 4.293e-02 1.495e-04 1.300e-01 2.661e-01 5.378e-10 1.249e-03 3.637e-10 1.264e-01 1.367e-01 1.118e-03 2.629e-11 4.018e-09 3.120e-02 3.108e-02 6.337e-02 4.744e-02 2.672e-11 6.515e-02 4.141e-02 +84 TP 7 7.116e-11 3.017e-09 3.316e-10 1.702e-10 9.305e-10 6.968e-10 9.753e-01 1.583e-10 8.658e-05 6.614e-10 8.251e-10 2.397e-02 7.116e-11 1.111e-09 2.598e-10 2.984e-10 7.024e-10 1.201e-09 8.012e-11 6.675e-04 1.882e-09 +84 TP 8 1.527e-11 6.618e-09 1.838e-01 1.187e-02 2.313e-09 2.569e-02 5.166e-11 1.531e-01 7.048e-10 4.579e-02 4.174e-02 7.668e-10 1.553e-11 1.839e-04 8.657e-02 1.659e-01 4.537e-02 1.197e-01 1.580e-11 5.465e-02 6.564e-02 +84 TP 9 2.726e-11 1.981e-10 1.106e-01 4.419e-02 3.329e-10 9.374e-04 4.155e-11 1.650e-01 2.427e-01 8.733e-03 6.527e-03 2.466e-10 2.723e-11 8.606e-10 9.953e-02 1.671e-01 1.528e-02 8.417e-02 2.820e-11 1.738e-02 3.783e-02 +84 TP 10 1.957e-11 2.510e-02 6.675e-02 1.088e-09 1.019e-01 7.424e-02 2.167e-10 1.267e-02 3.895e-03 2.087e-01 7.312e-02 4.996e-02 1.992e-11 9.939e-04 5.407e-02 5.433e-02 6.574e-02 7.593e-02 2.010e-11 7.539e-02 5.721e-02 +84 TP 11 2.129e-11 3.881e-02 6.209e-02 3.236e-04 1.321e-01 6.472e-02 4.013e-10 1.340e-02 1.630e-03 1.208e-01 2.039e-01 4.097e-02 2.126e-11 6.717e-09 3.910e-02 4.558e-02 6.150e-02 6.105e-02 2.190e-11 6.138e-02 5.275e-02 +84 TP 12 7.517e-12 1.500e-01 4.172e-10 4.821e-11 8.095e-02 8.774e-10 2.098e-03 4.177e-10 9.798e-11 2.576e-06 3.486e-09 6.256e-01 7.591e-12 1.112e-01 2.751e-09 6.357e-09 8.490e-03 3.245e-03 7.727e-12 1.224e-02 6.100e-03 +84 TP 13 2.893e-02 9.806e-09 9.788e-09 9.774e-09 9.906e-09 9.825e-09 9.827e-09 9.829e-09 9.766e-09 9.796e-09 9.783e-09 9.803e-09 9.711e-01 9.902e-09 9.802e-09 1.006e-08 9.790e-09 1.003e-08 9.648e-09 9.819e-09 9.806e-09 +84 TP 14 1.629e-11 6.321e-02 9.697e-10 1.396e-10 1.426e-01 5.739e-02 3.667e-04 4.463e-09 1.531e-09 6.598e-02 6.494e-02 2.535e-01 2.630e-11 1.586e-01 5.676e-04 1.474e-04 4.658e-02 5.094e-02 1.670e-11 5.654e-02 3.867e-02 +84 TP 15 1.343e-11 5.939e-03 1.393e-01 6.852e-03 3.291e-02 4.595e-02 4.856e-10 2.327e-05 1.210e-09 6.461e-02 5.066e-02 1.379e-06 1.351e-11 1.649e-09 2.472e-01 1.303e-01 4.880e-02 1.007e-01 1.432e-11 6.414e-02 6.262e-02 +84 TP 16 1.252e-11 5.097e-03 1.653e-01 1.097e-02 2.366e-02 3.158e-02 1.293e-04 3.007e-02 2.662e-02 3.874e-02 3.743e-02 1.882e-09 1.247e-05 1.411e-09 8.854e-02 3.183e-01 3.632e-02 9.999e-02 1.286e-11 3.656e-02 5.070e-02 +84 TP 17 2.461e-11 2.125e-02 7.968e-02 1.965e-03 1.177e-01 7.141e-02 3.053e-07 7.655e-03 4.393e-03 6.305e-02 8.325e-02 2.943e-02 2.466e-11 6.911e-09 3.222e-02 4.659e-02 1.919e-01 8.011e-02 2.528e-11 9.367e-02 7.578e-02 +84 TP 18 1.414e-11 9.050e-03 1.308e-01 4.401e-03 6.217e-02 3.506e-02 2.225e-10 1.810e-02 1.200e-02 5.441e-02 4.835e-02 6.212e-09 3.322e-11 4.237e-09 6.170e-02 1.292e-01 5.330e-02 2.441e-01 1.453e-11 6.211e-02 7.527e-02 +84 TP 19 8.473e-03 8.596e-09 1.595e-08 9.029e-09 1.164e-08 8.457e-09 9.370e-09 9.937e-09 8.508e-09 8.448e-09 8.475e-09 8.488e-09 8.410e-09 9.234e-09 1.735e-02 8.994e-09 8.410e-09 8.426e-09 9.742e-01 8.410e-09 8.410e-09 +84 TP 20 2.171e-11 8.251e-03 9.468e-02 7.808e-10 9.417e-02 6.040e-02 2.257e-10 5.734e-03 3.488e-03 9.092e-02 7.438e-02 4.809e-02 2.170e-11 3.394e-04 4.388e-02 4.773e-02 5.717e-02 1.088e-01 2.214e-11 1.809e-01 8.111e-02 +84 TP 21 2.214e-11 1.097e-02 1.188e-01 2.524e-03 8.374e-02 4.709e-02 1.368e-10 1.309e-08 1.877e-03 7.056e-02 5.864e-02 2.357e-02 2.359e-11 3.192e-07 4.095e-02 8.250e-02 6.965e-02 1.358e-01 2.269e-11 7.187e-02 1.815e-01 +85 IP 1 4.523e-02 +85 IP 2 9.764e-09 +85 IP 3 6.508e-02 +85 IP 4 5.681e-08 +85 IP 5 3.203e-08 +85 IP 6 7.133e-02 +85 IP 7 2.818e-01 +85 IP 8 8.522e-09 +85 IP 9 2.238e-02 +85 IP 10 2.432e-01 +85 IP 11 3.694e-03 +85 IP 12 1.423e-04 +85 IP 13 2.235e-08 +85 IP 14 3.037e-02 +85 IP 15 3.927e-02 +85 IP 16 2.944e-08 +85 IP 17 1.763e-02 +85 IP 18 1.798e-01 +85 EP 1 2.592e-11 1.367e-09 5.604e-09 4.081e-08 4.576e-01 4.395e-01 8.549e-02 6.418e-08 2.622e-05 4.057e-03 2.765e-03 5.016e-08 3.613e-09 5.872e-09 9.986e-09 3.118e-09 7.054e-09 7.321e-03 4.296e-09 5.682e-09 5.300e-08 3.895e-08 1.326e-08 2.995e-09 5.577e-09 1.563e-03 1.110e-09 6.068e-09 7.102e-10 8.414e-10 1.482e-09 1.701e-04 7.833e-10 1.509e-03 1.529e-07 1.750e-09 5.975e-10 2.470e-10 6.648e-10 2.753e-10 1.274e-10 9.639e-11 1.034e-10 1.431e-10 5.959e-06 6.958e-11 4.807e-10 7.380e-11 4.352e-11 1.145e-10 3.586e-11 3.919e-11 3.711e-11 3.117e-11 2.870e-11 3.045e-11 4.194e-11 2.755e-11 2.633e-11 2.672e-11 2.636e-11 2.600e-11 2.609e-11 2.635e-11 2.593e-11 2.596e-11 3.247e-11 2.592e-11 2.592e-11 2.592e-11 2.592e-11 +85 EP 2 2.080e-11 3.677e-11 2.719e-10 3.706e-10 1.118e-09 1.117e-09 1.878e-09 1.272e-09 1.209e-08 1.287e-09 1.118e-06 8.757e-04 1.326e-03 2.908e-06 1.277e-09 1.708e-09 2.126e-08 3.536e-09 1.793e-03 2.037e-06 1.281e-03 4.495e-04 3.097e-08 4.457e-06 7.569e-05 2.366e-03 1.080e-03 1.432e-02 3.579e-02 4.271e-02 6.538e-02 8.153e-02 1.006e-01 9.778e-02 1.036e-01 9.886e-02 9.275e-02 6.872e-02 5.720e-02 4.471e-02 2.921e-02 2.113e-02 1.540e-02 9.795e-03 6.085e-03 3.627e-03 1.389e-03 6.478e-10 1.318e-04 3.604e-10 8.880e-11 1.827e-10 7.610e-11 5.099e-11 4.547e-11 6.112e-11 6.617e-11 3.870e-11 3.248e-11 3.182e-11 3.373e-11 2.520e-11 2.414e-11 2.519e-11 2.424e-11 2.392e-11 3.418e-11 2.080e-11 2.178e-11 2.080e-11 2.254e-11 +85 EP 3 1.422e-11 5.909e-11 7.809e-03 1.683e-02 8.423e-03 8.666e-03 1.847e-02 1.887e-02 2.716e-02 2.769e-02 3.241e-02 3.400e-02 3.624e-02 3.839e-02 4.080e-02 4.359e-02 3.782e-02 4.344e-02 4.774e-02 4.584e-02 4.826e-02 4.403e-02 4.402e-02 4.397e-02 4.151e-02 3.866e-02 3.519e-02 3.325e-02 3.036e-02 2.376e-02 2.010e-02 1.641e-02 1.268e-02 9.690e-03 7.568e-03 5.828e-03 4.172e-03 2.319e-03 1.109e-03 8.758e-04 1.040e-03 4.626e-04 4.908e-04 1.164e-09 1.396e-10 3.574e-05 1.678e-10 1.775e-05 5.732e-11 2.881e-08 2.542e-05 2.768e-11 3.276e-11 3.250e-11 1.783e-11 2.562e-11 1.579e-11 1.592e-11 1.456e-11 1.463e-11 1.465e-11 1.425e-11 1.431e-11 1.439e-11 1.422e-11 1.422e-11 2.062e-11 1.422e-11 1.422e-11 1.422e-11 1.422e-11 +85 EP 4 1.074e-11 3.046e-11 8.978e-05 1.575e-07 5.817e-04 1.605e-03 4.622e-04 9.273e-04 2.481e-03 2.367e-03 3.562e-03 6.203e-03 7.764e-03 5.143e-03 6.491e-03 4.731e-03 1.963e-03 2.418e-03 1.043e-03 2.273e-03 3.087e-03 1.073e-02 2.106e-02 4.292e-02 7.325e-02 9.732e-02 1.173e-01 1.329e-01 1.143e-01 1.026e-01 8.389e-02 6.190e-02 4.022e-02 2.748e-02 1.285e-02 6.578e-03 9.988e-05 1.422e-03 9.324e-08 3.454e-09 2.032e-10 1.712e-10 1.833e-10 1.298e-10 1.029e-10 1.410e-10 1.648e-10 8.931e-11 5.826e-11 1.111e-10 2.501e-11 5.958e-11 2.870e-11 1.877e-11 1.753e-11 1.928e-11 1.706e-10 1.376e-11 1.232e-11 1.195e-11 1.237e-11 1.112e-11 1.102e-11 1.167e-11 1.090e-11 1.107e-11 2.388e-06 1.074e-11 1.078e-11 1.074e-11 1.087e-11 +85 EP 5 1.660e-11 2.851e-11 9.107e-04 5.613e-03 2.816e-03 4.018e-03 4.902e-03 6.379e-03 4.531e-03 3.246e-03 3.484e-05 4.682e-03 9.576e-03 1.096e-02 1.324e-02 1.852e-02 1.962e-02 2.187e-02 2.213e-02 2.364e-02 2.342e-02 2.894e-02 2.782e-02 3.322e-02 3.342e-02 3.761e-02 3.832e-02 4.389e-02 4.479e-02 4.820e-02 5.051e-02 5.351e-02 5.366e-02 5.034e-02 4.883e-02 4.214e-02 3.566e-02 3.339e-02 2.632e-02 1.882e-02 1.518e-02 1.194e-02 8.710e-03 6.131e-03 4.063e-03 1.843e-03 1.712e-03 3.466e-04 5.770e-04 5.507e-10 2.442e-10 4.006e-07 9.955e-11 1.356e-10 1.064e-10 2.336e-10 4.222e-11 6.512e-11 3.851e-11 3.383e-11 3.821e-11 1.977e-11 2.253e-11 7.026e-11 1.865e-11 2.778e-11 1.699e-11 1.660e-11 1.688e-11 1.660e-11 1.976e-11 +85 EP 6 8.817e-12 6.732e-10 6.211e-02 1.854e-01 1.953e-01 1.934e-01 1.461e-01 9.666e-02 6.085e-02 3.744e-02 2.238e-02 5.797e-08 2.275e-09 2.503e-09 1.206e-09 4.488e-10 5.441e-10 6.719e-10 1.339e-08 2.019e-04 4.381e-08 6.952e-08 7.334e-10 1.258e-10 1.701e-10 1.324e-10 1.946e-10 1.705e-10 1.218e-10 9.990e-11 1.950e-04 2.251e-08 3.165e-06 1.480e-10 7.160e-11 3.966e-11 4.185e-11 2.205e-11 4.009e-11 2.799e-11 1.847e-11 1.541e-11 1.442e-11 1.344e-11 1.307e-11 1.153e-11 1.787e-11 1.347e-11 9.910e-12 1.031e-11 9.665e-12 9.043e-12 9.262e-12 9.058e-12 8.972e-12 8.934e-12 8.959e-12 8.829e-12 8.819e-12 8.820e-12 8.820e-12 8.817e-12 8.817e-12 8.818e-12 8.817e-12 8.817e-12 1.143e-11 8.817e-12 8.817e-12 8.817e-12 8.817e-12 +85 EP 7 6.204e-11 1.377e-01 1.683e-01 1.570e-01 1.255e-01 9.418e-02 7.158e-02 5.393e-02 4.025e-02 3.249e-02 2.859e-02 2.061e-02 1.657e-02 1.382e-02 8.915e-03 7.298e-03 6.284e-03 5.603e-03 3.717e-03 1.772e-03 2.349e-03 1.204e-03 1.009e-03 6.448e-04 1.079e-04 4.378e-05 4.386e-04 7.322e-05 2.213e-10 1.379e-10 6.628e-11 7.930e-11 1.068e-10 6.558e-11 7.094e-11 6.937e-05 6.438e-11 6.659e-11 6.660e-11 6.240e-11 6.387e-11 6.223e-11 6.213e-11 6.208e-11 6.207e-11 6.206e-11 6.207e-11 6.211e-11 6.206e-11 6.205e-11 6.205e-11 6.205e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 6.206e-11 6.204e-11 6.204e-11 6.204e-11 6.204e-11 +85 EP 8 5.947e-11 7.472e-11 3.865e-10 4.047e-10 9.076e-10 4.289e-05 1.272e-03 6.781e-10 6.104e-10 4.102e-04 4.302e-03 8.064e-04 1.412e-03 4.960e-04 4.761e-04 3.305e-08 1.728e-09 1.160e-09 3.312e-09 7.683e-10 8.279e-04 1.490e-07 1.527e-05 2.355e-03 3.821e-03 6.089e-03 9.634e-03 5.062e-05 1.178e-08 1.187e-06 5.204e-07 3.402e-04 1.451e-03 5.536e-03 1.619e-02 2.467e-02 3.421e-02 4.679e-02 6.385e-02 8.095e-02 9.229e-02 8.292e-02 7.435e-02 7.408e-02 6.663e-02 5.941e-02 5.139e-02 4.715e-02 3.579e-02 2.825e-02 2.184e-02 1.695e-02 1.302e-02 9.872e-03 6.839e-03 3.628e-03 2.878e-03 2.022e-03 1.368e-03 1.070e-03 7.136e-04 3.568e-04 4.757e-04 2.379e-04 1.784e-04 1.784e-04 6.239e-11 5.947e-11 5.947e-05 5.947e-11 5.947e-05 +85 EP 9 2.439e-11 2.391e-10 3.834e-04 3.921e-08 3.798e-09 4.654e-09 3.569e-09 9.307e-02 4.144e-01 3.616e-01 8.009e-02 7.510e-09 2.026e-02 1.929e-02 4.477e-09 6.836e-04 2.305e-04 2.635e-09 6.338e-09 5.587e-09 7.810e-08 5.426e-07 5.622e-08 7.428e-03 5.129e-09 8.494e-09 1.484e-09 3.876e-05 1.243e-09 7.452e-10 1.030e-09 2.646e-09 1.611e-09 2.748e-09 1.432e-03 5.407e-04 3.370e-08 3.464e-10 4.404e-10 5.779e-04 2.330e-10 1.393e-10 2.298e-10 1.251e-10 9.221e-11 6.692e-11 1.994e-05 7.775e-11 4.618e-11 6.044e-11 3.607e-11 4.686e-11 3.806e-11 3.272e-11 2.748e-11 2.928e-11 1.470e-05 2.633e-11 2.492e-11 2.583e-11 2.488e-11 2.450e-11 2.459e-11 2.502e-11 2.442e-11 2.448e-11 5.752e-11 2.439e-11 2.439e-11 2.439e-11 2.441e-11 +85 EP 10 1.398e-11 1.302e-10 4.375e-06 8.494e-10 8.381e-10 1.567e-03 3.918e-04 2.100e-09 1.115e-03 2.015e-07 1.172e-02 1.209e-02 2.062e-02 3.278e-02 4.185e-02 5.910e-02 7.303e-02 7.927e-02 8.643e-02 9.752e-02 1.012e-01 9.307e-02 7.818e-02 6.474e-02 4.925e-02 3.684e-02 2.659e-02 1.263e-02 1.075e-02 4.668e-03 1.230e-07 2.439e-06 2.913e-06 2.782e-05 2.448e-03 3.987e-06 8.651e-04 7.693e-04 5.378e-04 3.069e-10 9.588e-11 8.966e-11 7.999e-11 5.291e-11 4.317e-11 4.744e-11 7.768e-11 3.174e-11 2.070e-11 1.894e-11 1.785e-11 1.719e-11 1.639e-11 1.572e-11 1.573e-11 1.484e-11 1.508e-11 1.406e-11 1.405e-11 1.400e-11 1.403e-11 1.398e-11 1.399e-11 1.400e-11 1.398e-11 1.398e-11 2.100e-11 1.398e-11 1.398e-11 1.398e-11 1.398e-11 +85 EP 11 1.647e-11 7.046e-11 1.312e-02 1.684e-02 1.531e-04 7.426e-03 7.857e-03 7.086e-06 7.918e-03 7.940e-04 3.991e-06 3.439e-06 1.037e-09 1.560e-03 4.272e-02 1.094e-01 1.845e-01 1.874e-01 1.818e-01 1.333e-01 6.263e-02 3.000e-02 1.201e-08 5.047e-09 1.637e-09 1.236e-09 4.642e-05 8.014e-03 7.330e-04 3.499e-03 2.580e-08 3.175e-08 1.730e-04 3.155e-09 3.380e-09 2.447e-09 1.508e-09 2.073e-09 4.700e-09 4.936e-10 1.729e-10 1.876e-10 2.901e-10 2.786e-10 1.422e-10 1.292e-10 2.224e-10 1.290e-10 5.424e-11 7.264e-11 3.563e-11 4.527e-11 2.822e-11 3.128e-11 2.628e-11 2.464e-11 3.333e-11 1.985e-11 1.766e-11 1.909e-11 1.729e-11 1.693e-11 1.701e-11 1.788e-11 1.660e-11 1.679e-11 2.396e-11 1.647e-11 1.650e-11 1.647e-11 1.661e-11 +85 EP 12 2.264e-11 7.752e-02 3.595e-01 4.488e-01 1.020e-01 4.767e-09 6.462e-03 4.774e-09 1.048e-08 3.342e-09 7.712e-08 1.233e-03 5.329e-09 2.034e-03 7.699e-09 2.679e-09 9.451e-07 9.926e-09 3.298e-09 2.435e-09 3.530e-07 2.231e-09 1.050e-08 3.273e-09 1.834e-03 3.990e-08 5.353e-10 1.113e-09 7.031e-10 1.391e-05 2.431e-09 4.806e-10 7.446e-10 3.559e-10 3.310e-10 2.865e-10 4.296e-10 1.517e-10 6.066e-04 1.515e-10 1.291e-10 7.903e-11 5.525e-11 6.021e-11 6.604e-11 4.748e-11 6.086e-11 7.108e-11 3.277e-11 3.935e-11 2.979e-11 3.062e-11 3.198e-11 2.600e-11 2.438e-11 2.566e-11 3.453e-11 2.353e-11 2.284e-11 2.305e-11 2.288e-11 2.268e-11 2.274e-11 2.283e-11 2.264e-11 2.264e-11 2.658e-11 2.264e-11 2.264e-11 2.264e-11 2.264e-11 +85 EP 13 2.121e-11 3.818e-10 1.465e-07 2.853e-09 3.605e-09 1.098e-01 3.789e-01 3.745e-01 8.547e-02 8.842e-04 1.526e-08 1.985e-02 1.832e-02 1.284e-08 3.694e-09 3.959e-09 1.788e-04 3.077e-09 4.839e-09 5.617e-04 1.300e-08 3.295e-03 5.676e-03 3.444e-09 5.185e-09 1.972e-09 1.536e-09 1.833e-07 3.604e-07 2.527e-09 8.670e-04 2.099e-09 6.327e-10 8.377e-10 1.110e-09 1.680e-03 9.009e-10 2.823e-10 5.703e-10 1.106e-08 1.162e-10 8.216e-11 1.168e-10 9.219e-11 6.477e-11 5.351e-11 8.985e-09 6.465e-11 3.981e-11 4.056e-11 2.891e-11 3.851e-11 2.953e-11 2.645e-11 2.350e-11 2.462e-11 4.841e-11 2.276e-11 2.154e-11 2.185e-11 2.155e-11 2.127e-11 2.135e-11 2.153e-11 2.122e-11 2.123e-11 3.796e-11 2.121e-11 2.121e-11 2.121e-11 2.121e-11 +85 EP 14 2.288e-11 1.552e-10 7.177e-03 2.051e-04 7.155e-09 2.150e-08 6.926e-09 4.366e-09 3.985e-09 1.382e-01 3.626e-01 3.096e-01 1.357e-01 2.245e-02 7.338e-09 2.565e-03 2.674e-05 3.620e-09 1.330e-02 8.604e-09 5.173e-03 3.652e-04 1.308e-06 4.804e-09 6.519e-09 8.051e-09 1.143e-09 3.035e-08 5.569e-09 1.223e-09 1.621e-09 1.899e-09 1.087e-09 1.148e-03 1.676e-06 2.458e-09 1.400e-03 1.007e-09 1.061e-09 3.807e-09 2.321e-10 1.742e-10 2.311e-10 1.307e-10 9.998e-11 7.992e-11 1.177e-10 7.391e-06 5.898e-11 7.088e-11 3.634e-11 4.502e-11 3.535e-11 3.100e-11 2.743e-11 2.957e-11 4.164e-11 2.713e-11 2.379e-11 2.483e-11 2.369e-11 2.309e-11 2.324e-11 2.390e-11 2.294e-11 2.309e-11 6.072e-11 2.288e-11 2.288e-11 2.288e-11 2.294e-11 +85 EP 15 2.627e-11 3.532e-01 3.886e-01 1.712e-01 8.710e-02 5.832e-08 3.250e-09 1.511e-09 2.173e-09 1.828e-09 1.279e-09 1.300e-08 1.400e-07 1.363e-06 4.021e-09 5.031e-10 5.401e-10 6.760e-10 1.270e-09 2.493e-09 1.361e-06 4.212e-06 7.036e-10 1.545e-10 2.118e-10 1.801e-10 1.646e-10 2.348e-10 1.404e-10 1.653e-10 3.740e-10 2.210e-10 2.906e-10 2.071e-10 8.451e-11 6.815e-11 6.477e-11 4.667e-11 1.056e-10 5.448e-11 4.002e-11 3.532e-11 3.225e-11 3.300e-11 3.516e-11 2.932e-11 3.664e-11 3.316e-11 2.749e-11 2.762e-11 2.687e-11 2.653e-11 2.675e-11 2.649e-11 2.641e-11 2.639e-11 2.637e-11 2.628e-11 2.627e-11 2.627e-11 2.627e-11 2.627e-11 2.627e-11 2.627e-11 2.627e-11 2.627e-11 2.754e-11 2.627e-11 2.627e-11 2.627e-11 2.627e-11 +85 EP 16 1.498e-11 5.075e-11 5.386e-03 8.066e-03 9.021e-03 2.393e-03 4.087e-03 8.670e-03 5.961e-04 4.475e-03 4.522e-04 8.380e-03 6.862e-08 9.805e-03 1.246e-03 2.117e-09 2.511e-09 1.457e-02 3.918e-02 8.336e-02 1.302e-01 1.547e-01 1.725e-01 1.319e-01 1.028e-01 6.486e-02 3.970e-02 5.707e-06 9.117e-06 2.402e-09 1.646e-03 3.768e-04 1.524e-09 2.728e-09 2.413e-06 1.597e-03 3.726e-09 1.377e-09 2.001e-08 1.114e-09 2.430e-10 2.020e-10 2.450e-10 1.938e-10 1.370e-10 2.054e-10 2.284e-10 2.047e-10 5.859e-11 1.119e-10 3.627e-11 5.047e-11 3.410e-11 2.748e-11 2.309e-11 2.385e-11 3.438e-11 1.935e-11 1.717e-11 1.744e-11 1.630e-11 1.594e-11 1.610e-11 1.846e-11 1.526e-11 1.565e-11 2.294e-11 1.498e-11 1.509e-11 1.498e-11 1.534e-11 +85 EP 17 1.634e-11 9.591e-11 4.744e-04 3.573e-02 1.547e-02 5.897e-03 2.080e-04 2.807e-09 3.544e-09 1.058e-08 3.401e-09 5.431e-02 1.653e-01 2.363e-01 2.231e-01 1.481e-01 7.246e-02 3.630e-02 3.096e-09 1.652e-09 3.197e-03 5.160e-07 5.716e-08 1.686e-05 2.886e-09 2.978e-09 1.165e-09 1.594e-08 8.745e-10 1.239e-09 2.143e-09 8.289e-09 1.484e-03 9.459e-04 8.549e-10 1.017e-09 1.186e-09 5.989e-10 8.192e-10 7.043e-04 1.549e-10 1.526e-10 1.685e-10 1.105e-10 8.667e-11 8.021e-11 3.311e-10 1.189e-05 4.882e-11 4.449e-11 2.740e-11 3.551e-11 2.397e-11 2.258e-11 2.132e-11 2.272e-11 3.632e-11 1.961e-11 1.699e-11 1.750e-11 1.689e-11 1.650e-11 1.661e-11 1.721e-11 1.639e-11 1.646e-11 1.270e-05 1.634e-11 1.634e-11 1.634e-11 1.637e-11 +85 EP 18 1.136e-11 2.996e-10 3.733e-02 1.581e-05 1.063e-05 7.532e-04 2.959e-02 6.594e-02 8.834e-02 9.949e-02 1.092e-01 1.291e-01 1.065e-01 8.767e-02 7.813e-02 5.729e-02 4.358e-02 3.254e-02 2.260e-02 1.153e-02 1.908e-06 8.906e-08 3.062e-09 3.947e-10 3.642e-10 2.537e-10 8.384e-09 3.679e-05 5.155e-09 9.144e-07 1.206e-05 2.116e-08 3.004e-04 5.272e-10 1.136e-10 1.508e-10 9.004e-11 5.787e-11 1.048e-10 6.025e-11 3.290e-11 2.810e-11 2.656e-11 2.065e-11 1.740e-11 1.787e-11 2.536e-11 2.233e-11 1.459e-11 1.329e-11 1.297e-11 1.185e-11 1.196e-11 1.184e-11 1.177e-11 1.159e-11 1.162e-11 1.138e-11 1.136e-11 1.136e-11 1.136e-11 1.136e-11 1.136e-11 1.136e-11 1.136e-11 1.136e-11 2.168e-11 1.136e-11 1.136e-11 1.136e-11 1.136e-11 +85 TP 1 2.027e-01 5.814e-03 1.220e-01 4.017e-02 5.442e-02 1.848e-02 1.708e-10 1.294e-03 6.579e-02 3.283e-02 5.861e-02 8.643e-02 1.006e-01 6.997e-02 3.241e-02 3.930e-02 6.728e-02 1.842e-03 +85 TP 2 1.632e-02 1.327e-01 5.301e-10 1.521e-01 1.828e-01 3.291e-10 2.877e-05 2.446e-02 3.438e-02 6.860e-03 1.243e-01 9.406e-03 2.811e-02 4.942e-02 5.280e-10 1.502e-01 8.894e-02 4.498e-10 +85 TP 3 1.518e-09 6.538e-02 2.660e-09 3.302e-01 7.395e-10 9.370e-10 8.211e-11 2.695e-10 1.928e-02 5.019e-01 1.146e-04 5.763e-10 4.557e-07 3.347e-03 2.266e-10 7.675e-02 2.259e-08 2.953e-03 +85 TP 4 4.330e-02 3.068e-08 3.629e-02 2.400e-01 1.237e-01 1.201e-02 4.500e-11 9.608e-03 5.039e-02 2.922e-03 9.683e-02 4.499e-02 5.482e-02 6.715e-02 1.565e-03 1.136e-01 8.973e-02 1.312e-02 +85 TP 5 8.924e-10 4.889e-01 4.953e-10 3.174e-01 2.604e-09 5.330e-10 5.707e-11 1.236e-01 1.087e-04 2.159e-09 1.426e-02 4.990e-10 9.788e-10 1.720e-04 1.603e-10 5.526e-02 3.243e-04 4.917e-10 +85 TP 6 8.671e-10 2.419e-10 6.852e-02 1.953e-03 6.428e-07 4.565e-01 1.835e-04 2.252e-10 9.325e-03 7.721e-02 2.262e-03 3.708e-10 6.880e-03 1.459e-04 1.112e-01 6.314e-06 3.720e-04 2.654e-01 +85 TP 7 1.246e-09 1.376e-10 8.431e-10 1.645e-10 2.620e-10 1.067e-02 9.812e-01 1.292e-10 7.033e-05 7.699e-10 1.356e-09 6.419e-10 1.171e-09 1.387e-08 3.002e-09 3.958e-10 6.336e-10 8.011e-03 +85 TP 8 8.388e-10 3.985e-01 4.493e-10 1.595e-01 1.763e-09 2.069e-10 8.234e-11 2.920e-01 6.976e-04 1.841e-09 3.809e-02 1.753e-10 8.318e-10 5.227e-03 1.153e-10 9.722e-02 8.725e-03 3.827e-10 +85 TP 9 6.676e-02 2.777e-03 1.222e-01 3.384e-02 6.991e-02 3.934e-02 1.188e-10 2.698e-03 1.830e-01 1.302e-02 5.891e-02 7.993e-02 7.268e-02 8.364e-02 4.243e-03 5.198e-02 8.341e-02 3.165e-02 +85 TP 10 4.024e-02 1.451e-05 1.200e-01 5.861e-05 6.390e-10 1.650e-01 5.013e-10 1.682e-10 4.043e-02 1.948e-01 2.976e-02 6.238e-02 6.246e-02 4.186e-02 3.056e-02 5.512e-03 5.239e-02 1.546e-01 +85 TP 11 4.694e-02 1.109e-04 7.472e-02 5.822e-02 1.435e-01 6.696e-03 9.496e-11 8.782e-03 4.712e-02 6.138e-05 2.611e-01 4.286e-02 4.742e-02 6.526e-02 3.433e-03 1.010e-01 9.275e-02 2.649e-09 +85 TP 12 1.150e-01 5.378e-10 1.536e-01 1.735e-02 3.910e-02 3.135e-02 2.638e-10 3.699e-10 6.994e-02 1.636e-02 3.682e-02 2.648e-01 9.176e-02 5.362e-02 1.962e-02 2.781e-02 6.291e-02 2.644e-05 +85 TP 13 5.734e-02 1.762e-09 1.335e-01 2.791e-02 6.432e-02 4.516e-02 1.111e-10 2.659e-04 8.693e-02 9.336e-03 5.258e-02 8.332e-02 2.051e-01 7.327e-02 1.088e-02 4.490e-02 7.877e-02 2.636e-02 +85 TP 14 6.152e-02 8.710e-03 1.165e-01 4.788e-02 9.904e-02 1.965e-02 1.885e-10 5.012e-03 4.769e-02 2.427e-04 7.156e-02 6.063e-02 8.086e-02 1.810e-01 2.553e-09 6.298e-02 1.145e-01 2.221e-02 +85 TP 15 9.162e-03 1.505e-10 3.193e-02 3.684e-10 9.236e-10 4.540e-01 2.545e-03 1.118e-10 1.201e-03 1.462e-02 4.325e-03 1.806e-02 9.714e-04 3.964e-03 3.221e-01 2.937e-08 1.679e-04 1.370e-01 +85 TP 16 4.138e-02 9.296e-07 5.389e-02 7.936e-02 1.572e-01 2.031e-04 1.521e-10 1.892e-02 4.300e-02 1.022e-09 9.937e-02 4.505e-02 4.777e-02 5.528e-02 2.588e-03 2.721e-01 8.302e-02 8.090e-04 +85 TP 17 5.175e-02 3.524e-03 1.152e-01 3.702e-02 1.093e-01 6.551e-03 1.561e-10 3.297e-03 5.687e-02 8.355e-04 9.047e-02 5.478e-02 6.597e-02 6.365e-02 3.535e-03 6.764e-02 2.387e-01 3.096e-02 +85 TP 18 8.304e-03 4.287e-10 7.154e-02 2.340e-07 4.511e-10 2.700e-01 1.792e-03 1.136e-10 8.675e-03 1.058e-01 1.973e-02 6.094e-03 1.348e-02 1.983e-03 8.479e-02 6.953e-10 1.501e-02 3.927e-01 +86 IP 1 2.330e-02 +86 IP 2 1.827e-03 +86 IP 3 4.889e-01 +86 IP 4 1.474e-01 +86 IP 5 1.118e-01 +86 IP 6 4.944e-03 +86 IP 7 2.703e-02 +86 IP 8 1.417e-08 +86 IP 9 2.039e-08 +86 IP 10 1.293e-02 +86 IP 11 8.938e-09 +86 IP 12 2.955e-02 +86 IP 13 2.923e-02 +86 IP 14 8.630e-02 +86 IP 15 8.988e-09 +86 IP 16 1.515e-07 +86 IP 17 1.056e-07 +86 IP 18 3.678e-02 +86 EP 1 1.572e-11 9.799e-11 4.868e-10 6.089e-10 1.082e-09 7.077e-10 1.707e-03 3.468e-03 4.059e-05 1.440e-02 1.855e-02 2.540e-02 2.882e-02 3.204e-02 3.061e-02 3.418e-02 3.812e-02 3.684e-02 3.597e-02 3.791e-02 4.149e-02 4.587e-02 5.162e-02 5.485e-02 6.279e-02 6.462e-02 6.624e-02 5.694e-02 5.946e-02 4.574e-02 3.682e-02 2.786e-02 1.880e-02 1.249e-02 7.339e-03 5.667e-03 2.947e-03 3.487e-08 2.577e-08 1.300e-09 6.883e-07 3.189e-10 1.410e-04 4.839e-06 1.413e-04 1.012e-10 5.722e-11 2.502e-10 5.181e-05 3.470e-10 6.286e-05 5.897e-11 9.474e-07 3.481e-11 2.319e-11 2.046e-11 2.105e-11 2.877e-11 1.617e-11 1.707e-11 1.651e-11 1.726e-11 1.645e-11 1.593e-11 1.643e-11 1.612e-11 1.684e-11 +86 EP 2 1.019e-11 2.707e-11 4.919e-03 7.266e-03 7.901e-03 8.800e-03 9.508e-03 6.266e-03 6.046e-03 9.664e-03 1.291e-02 1.108e-02 1.492e-02 1.439e-02 1.385e-02 1.180e-02 1.925e-02 2.616e-02 3.103e-02 4.546e-02 5.311e-02 6.259e-02 7.096e-02 7.682e-02 7.905e-02 7.539e-02 7.071e-02 6.147e-02 4.954e-02 4.500e-02 3.361e-02 2.264e-02 1.713e-02 1.059e-02 5.884e-03 4.281e-03 5.142e-09 4.083e-10 3.271e-10 3.975e-10 1.458e-10 2.977e-09 2.237e-10 3.318e-10 1.282e-10 1.254e-10 1.019e-10 1.682e-10 7.027e-11 2.065e-10 9.569e-11 1.249e-05 5.725e-11 7.996e-11 2.808e-11 8.479e-11 2.694e-11 5.175e-11 1.251e-11 2.378e-11 1.656e-11 1.610e-11 2.864e-11 1.103e-11 1.284e-11 1.196e-11 1.904e-11 +86 EP 3 7.898e-11 1.436e-01 1.923e-01 1.674e-01 1.305e-01 9.257e-02 6.636e-02 4.982e-02 3.668e-02 2.846e-02 2.534e-02 1.636e-02 1.179e-02 9.492e-03 7.906e-03 5.631e-03 4.832e-03 2.728e-03 2.255e-03 2.245e-03 1.310e-03 7.241e-04 7.561e-04 3.573e-04 1.321e-04 1.576e-04 4.855e-05 1.340e-10 1.217e-10 9.892e-11 3.763e-10 1.064e-04 8.569e-11 1.004e-10 8.322e-11 8.878e-11 8.150e-11 9.127e-11 8.047e-11 8.209e-11 8.092e-11 7.974e-11 7.954e-11 7.931e-11 1.150e-10 1.096e-10 7.904e-11 7.931e-11 7.908e-11 7.902e-11 7.900e-11 7.907e-11 7.900e-11 7.898e-11 7.898e-11 7.899e-11 7.898e-11 7.898e-11 7.898e-11 7.898e-11 7.898e-11 7.781e-05 7.898e-11 7.898e-11 7.898e-11 7.898e-11 7.898e-11 +86 EP 4 1.054e-11 1.672e-10 3.386e-02 2.350e-02 1.282e-06 2.516e-09 1.954e-09 1.917e-02 5.048e-02 5.582e-02 6.897e-02 8.094e-02 1.032e-01 1.155e-01 1.076e-01 9.792e-02 8.499e-02 6.325e-02 4.245e-02 2.549e-02 1.068e-02 3.370e-03 1.525e-09 4.789e-09 7.749e-04 2.107e-03 3.503e-03 4.134e-03 2.284e-03 1.216e-09 3.916e-10 2.785e-10 2.956e-10 4.046e-10 2.850e-10 2.009e-10 1.495e-10 1.521e-10 1.017e-10 8.293e-11 2.531e-10 4.909e-11 3.599e-11 2.676e-11 3.983e-11 6.280e-11 1.687e-11 2.228e-11 1.513e-11 2.087e-11 1.382e-11 1.620e-11 1.302e-11 1.124e-11 1.081e-11 1.227e-11 1.071e-11 1.125e-11 1.057e-11 1.062e-11 1.057e-11 8.291e-11 1.071e-11 1.054e-11 1.055e-11 1.054e-11 1.054e-11 +86 EP 5 1.291e-11 9.066e-11 1.080e-04 3.267e-09 3.739e-07 4.215e-09 6.964e-09 6.513e-03 4.966e-09 9.933e-08 2.068e-09 3.013e-09 1.355e-05 6.803e-04 5.359e-03 7.520e-03 2.449e-02 5.942e-02 9.334e-02 1.226e-01 1.458e-01 1.443e-01 1.325e-01 1.089e-01 7.962e-02 4.669e-02 1.973e-02 8.627e-04 3.563e-09 1.427e-09 5.841e-10 9.652e-10 1.467e-09 8.082e-10 3.562e-04 9.383e-06 6.687e-04 4.265e-04 8.368e-10 6.146e-05 1.168e-09 3.098e-10 1.451e-10 9.254e-11 1.038e-10 1.141e-10 3.641e-11 5.066e-11 3.954e-11 3.462e-10 2.848e-11 3.820e-11 2.135e-11 1.837e-11 1.436e-11 1.656e-11 1.453e-11 1.751e-11 1.318e-11 1.419e-11 1.362e-11 1.907e-11 1.402e-11 1.292e-11 1.311e-11 1.298e-11 1.305e-11 +86 EP 6 2.466e-11 3.806e-10 2.996e-09 1.157e-03 3.274e-09 6.209e-09 9.567e-02 3.111e-01 3.738e-01 1.447e-01 3.519e-02 5.565e-03 7.762e-09 2.329e-03 4.723e-03 5.365e-09 8.700e-03 5.146e-09 1.377e-09 7.953e-08 3.650e-06 1.243e-06 3.772e-04 2.195e-09 2.759e-04 2.784e-03 7.086e-09 3.806e-03 3.943e-09 3.944e-03 3.362e-03 2.000e-09 1.598e-09 1.837e-04 1.597e-03 1.108e-09 3.137e-08 5.620e-04 1.998e-08 1.179e-09 1.800e-04 5.642e-10 3.270e-10 1.070e-10 2.265e-10 1.857e-10 6.760e-11 9.471e-11 6.077e-11 9.536e-11 5.829e-11 6.034e-11 7.024e-11 6.721e-11 3.022e-11 3.538e-11 2.880e-11 3.580e-11 2.520e-11 2.657e-11 2.755e-11 2.701e-11 3.337e-11 2.481e-11 2.499e-11 2.490e-11 2.619e-11 +86 EP 7 1.388e-11 6.993e-11 4.445e-05 6.100e-03 1.754e-05 1.301e-08 5.010e-03 1.628e-08 3.139e-09 9.276e-09 1.169e-06 1.202e-09 5.519e-07 3.975e-02 9.904e-02 1.566e-01 1.675e-01 1.618e-01 1.374e-01 9.454e-02 6.752e-02 4.745e-02 1.524e-02 2.540e-06 1.794e-09 4.596e-09 1.057e-09 4.310e-09 8.614e-09 1.114e-08 6.841e-07 1.706e-09 1.218e-03 7.752e-04 2.846e-09 6.392e-10 5.361e-09 4.665e-10 4.049e-10 2.702e-10 2.353e-10 1.044e-09 2.869e-10 3.081e-10 4.911e-10 9.683e-11 7.524e-11 7.982e-11 5.366e-11 7.543e-11 3.980e-11 3.621e-11 4.182e-11 2.902e-11 1.852e-11 4.831e-11 1.930e-11 8.039e-11 1.455e-11 1.591e-11 1.707e-11 1.768e-11 1.984e-11 1.407e-11 1.430e-11 1.429e-11 1.747e-11 +86 EP 8 1.991e-11 3.611e-11 1.897e-04 5.260e-09 5.212e-04 3.579e-10 6.779e-10 7.163e-04 2.346e-03 1.303e-03 2.273e-03 1.001e-03 1.342e-03 2.270e-03 5.978e-03 6.600e-03 5.612e-03 1.051e-02 1.639e-02 1.945e-02 1.896e-02 2.519e-02 2.327e-02 2.352e-02 2.400e-02 2.618e-02 2.912e-02 4.246e-02 4.257e-02 5.373e-02 5.948e-02 6.585e-02 7.203e-02 7.141e-02 7.028e-02 5.850e-02 4.975e-02 4.378e-02 3.529e-02 2.549e-02 2.016e-02 1.530e-02 1.034e-02 6.710e-03 3.860e-03 3.004e-03 1.961e-03 1.202e-03 1.709e-06 2.792e-10 2.042e-10 8.463e-05 2.161e-09 5.322e-11 7.679e-11 5.035e-11 4.077e-11 7.455e-11 2.453e-11 3.496e-11 2.636e-11 2.431e-11 2.691e-11 2.092e-11 2.138e-11 2.242e-11 2.055e-11 +86 EP 9 1.828e-11 6.149e-11 1.101e-09 1.453e-09 4.230e-03 4.889e-09 3.716e-03 1.994e-08 2.152e-06 2.259e-06 3.021e-03 1.569e-08 2.227e-08 3.607e-03 6.696e-03 1.283e-02 1.425e-02 6.550e-03 5.919e-09 3.833e-09 1.961e-09 4.249e-08 2.077e-02 3.916e-02 6.174e-02 9.097e-02 1.031e-01 1.109e-01 1.027e-01 9.449e-02 7.816e-02 6.674e-02 5.091e-02 3.957e-02 2.836e-02 1.913e-02 1.305e-02 8.970e-03 7.667e-03 3.958e-03 1.869e-03 1.590e-03 1.133e-03 6.571e-05 8.745e-05 1.969e-09 1.791e-10 4.706e-10 9.056e-11 1.259e-09 6.185e-11 7.498e-11 4.524e-11 3.154e-11 2.607e-11 2.910e-11 2.400e-11 3.141e-11 1.886e-11 2.203e-11 1.977e-11 2.344e-11 2.196e-11 1.831e-11 2.142e-11 1.901e-11 1.842e-11 +86 EP 10 2.171e-11 5.824e-06 3.807e-09 5.263e-09 2.612e-01 3.856e-01 2.700e-01 7.252e-02 4.476e-09 1.465e-03 5.913e-04 2.978e-05 6.525e-07 7.528e-09 2.425e-09 3.179e-09 1.461e-06 2.345e-09 1.180e-09 2.115e-09 1.083e-05 1.276e-09 4.025e-04 1.869e-07 1.487e-04 6.846e-09 1.041e-03 6.730e-03 2.256e-08 4.518e-06 1.956e-09 1.137e-09 1.325e-08 9.533e-09 1.819e-09 6.520e-10 1.380e-09 1.544e-08 1.753e-08 7.814e-10 1.919e-04 1.462e-10 1.423e-10 9.686e-11 9.425e-11 9.797e-05 4.947e-11 6.907e-11 8.735e-11 5.152e-11 3.653e-11 4.273e-11 4.754e-11 3.914e-11 2.480e-11 2.853e-11 2.452e-11 2.922e-11 2.203e-11 2.287e-11 2.378e-11 2.336e-11 2.879e-11 2.179e-11 2.184e-11 2.183e-11 2.228e-11 +86 EP 11 1.987e-11 3.463e-11 8.544e-05 1.752e-09 2.335e-06 1.633e-06 2.531e-07 5.992e-10 1.102e-09 1.531e-03 9.247e-04 1.920e-03 3.023e-09 9.592e-09 1.867e-09 1.011e-09 4.339e-09 1.136e-07 1.046e-08 8.840e-10 4.300e-07 9.922e-10 4.101e-08 3.293e-04 1.551e-05 4.405e-04 5.246e-03 1.824e-02 3.888e-02 4.500e-02 6.566e-02 7.778e-02 8.662e-02 9.168e-02 8.662e-02 9.254e-02 8.493e-02 6.977e-02 5.973e-02 4.721e-02 3.948e-02 2.905e-02 1.875e-02 1.602e-02 9.049e-03 6.420e-03 3.790e-03 2.221e-03 1.611e-09 2.046e-09 6.163e-10 1.366e-10 1.979e-10 1.369e-10 8.852e-11 6.563e-10 6.179e-11 1.169e-10 3.221e-11 5.440e-11 7.399e-11 6.716e-11 4.856e-05 2.388e-11 4.432e-11 5.707e-11 1.212e-10 +86 EP 12 2.673e-11 3.354e-01 4.906e-01 1.647e-01 4.700e-09 9.177e-03 8.415e-07 2.490e-09 2.441e-09 1.245e-09 1.612e-09 6.193e-05 1.573e-09 3.877e-09 1.397e-09 6.917e-10 2.312e-09 4.991e-10 3.927e-10 5.896e-10 8.920e-10 2.675e-10 4.781e-10 3.175e-10 1.817e-10 3.145e-10 4.291e-10 4.337e-10 2.818e-10 9.135e-10 5.816e-10 2.695e-10 4.229e-07 2.255e-08 1.284e-10 1.960e-10 7.439e-11 7.758e-07 1.115e-10 5.564e-05 1.093e-10 4.138e-11 4.580e-11 3.492e-11 3.559e-11 5.420e-11 2.954e-11 3.540e-11 3.032e-11 3.010e-11 2.938e-11 3.045e-11 2.860e-11 2.785e-11 2.680e-11 2.713e-11 2.682e-11 2.708e-11 2.673e-11 2.677e-11 2.674e-11 3.005e-11 2.682e-11 2.673e-11 2.673e-11 2.673e-11 2.673e-11 +86 EP 13 1.497e-11 1.691e-09 1.238e-07 3.182e-01 4.105e-01 2.035e-01 5.996e-02 6.493e-03 5.364e-04 3.910e-07 1.800e-09 4.927e-09 2.030e-06 1.184e-08 1.371e-09 6.712e-10 8.608e-06 4.791e-10 5.157e-10 6.982e-10 6.622e-10 2.844e-10 4.056e-10 3.358e-10 2.331e-10 3.830e-10 1.818e-09 3.127e-09 3.660e-10 2.619e-04 2.530e-04 3.055e-10 1.788e-04 1.608e-04 1.358e-10 1.203e-10 8.011e-11 2.155e-10 6.819e-11 9.668e-11 1.672e-10 3.268e-11 3.046e-11 2.471e-11 2.533e-11 5.321e-11 1.910e-11 2.146e-11 2.001e-11 2.003e-11 1.735e-11 2.112e-11 1.686e-11 1.613e-11 1.511e-11 1.547e-11 1.511e-11 1.530e-11 1.498e-11 1.504e-11 1.498e-11 2.005e-11 1.513e-11 1.497e-11 1.497e-11 1.497e-11 1.504e-11 +86 EP 14 1.128e-11 3.637e-10 5.790e-02 6.550e-09 3.938e-09 1.137e-01 2.102e-01 2.090e-01 1.523e-01 1.073e-01 7.249e-02 5.203e-02 2.389e-02 2.275e-05 3.599e-09 7.455e-10 1.056e-09 6.915e-10 6.491e-10 1.150e-09 9.126e-06 4.751e-10 4.521e-10 4.228e-10 3.710e-10 5.437e-10 7.583e-04 1.688e-05 7.949e-10 7.431e-10 8.087e-10 3.633e-10 7.106e-05 1.394e-04 1.398e-10 1.002e-10 9.596e-11 1.315e-10 8.189e-11 6.962e-11 7.837e-05 3.373e-11 2.911e-11 2.133e-11 2.478e-11 4.202e-11 1.497e-11 1.847e-11 1.493e-11 1.854e-11 1.376e-11 1.614e-11 1.383e-11 1.262e-11 1.149e-11 1.192e-11 1.145e-11 1.166e-11 1.130e-11 1.136e-11 1.132e-11 1.560e-11 1.158e-11 1.128e-11 1.128e-11 1.128e-11 1.129e-11 +86 EP 15 6.474e-11 8.367e-11 5.230e-10 5.299e-04 2.460e-09 6.815e-10 5.356e-10 4.940e-10 5.352e-10 4.328e-08 1.059e-09 1.582e-09 1.072e-07 7.556e-10 4.666e-04 1.674e-03 2.973e-06 2.180e-09 2.459e-09 4.036e-09 2.203e-03 1.369e-09 7.481e-04 4.037e-03 6.450e-03 5.862e-03 1.486e-02 1.080e-02 4.965e-09 7.486e-09 3.783e-09 2.298e-09 2.331e-03 1.731e-08 1.074e-02 1.706e-02 2.721e-02 4.886e-02 5.445e-02 7.805e-02 7.024e-02 7.449e-02 8.296e-02 7.831e-02 7.256e-02 5.966e-02 5.022e-02 4.865e-02 4.380e-02 3.587e-02 2.680e-02 1.984e-02 1.417e-02 1.088e-02 8.546e-03 5.891e-03 2.784e-03 2.266e-03 2.007e-03 1.554e-03 8.416e-04 5.836e-04 1.655e-04 2.590e-04 1.942e-04 6.474e-05 6.474e-05 +86 EP 16 1.595e-11 1.313e-10 2.919e-09 1.085e-02 7.600e-09 5.126e-09 1.336e-05 4.594e-07 2.700e-09 3.352e-09 6.089e-02 1.955e-01 2.679e-01 2.107e-01 1.369e-01 6.302e-02 1.909e-02 1.316e-07 1.948e-09 1.586e-09 1.116e-06 2.912e-03 1.241e-02 1.480e-02 1.393e-03 7.330e-09 1.860e-03 1.391e-08 3.273e-04 2.006e-09 3.689e-09 5.737e-10 1.058e-09 3.050e-04 1.138e-03 1.412e-08 3.120e-05 1.148e-08 3.867e-06 3.848e-10 4.133e-10 1.134e-05 1.419e-10 9.327e-11 3.406e-10 8.401e-11 6.368e-11 6.702e-06 6.035e-11 5.175e-11 3.128e-11 3.431e-11 1.078e-10 2.871e-11 2.065e-11 3.175e-11 1.918e-11 2.758e-11 1.636e-11 1.738e-11 1.821e-11 1.927e-11 2.333e-11 1.606e-11 1.619e-11 1.618e-11 1.807e-11 +86 EP 17 2.850e-11 3.597e-02 3.178e-01 4.672e-01 1.553e-01 2.358e-08 8.278e-05 1.365e-02 6.776e-09 5.163e-08 3.767e-09 5.162e-09 7.593e-03 2.167e-09 2.221e-09 1.971e-03 3.007e-04 2.124e-09 1.415e-09 2.450e-09 3.126e-06 3.761e-07 2.173e-09 1.943e-06 2.623e-09 1.778e-09 6.866e-09 3.183e-09 2.137e-09 5.479e-09 7.997e-10 1.167e-09 1.974e-09 7.479e-09 7.144e-10 1.452e-09 3.751e-09 1.550e-05 1.362e-07 7.509e-05 2.812e-10 1.122e-10 1.867e-10 1.123e-10 1.277e-10 1.457e-10 5.876e-11 4.118e-10 7.910e-11 5.772e-11 6.278e-11 6.637e-11 5.143e-11 4.657e-11 3.241e-11 3.629e-11 3.216e-11 3.814e-11 2.890e-11 3.001e-11 3.028e-11 3.041e-11 3.362e-11 2.858e-11 2.862e-11 2.862e-11 2.890e-11 +86 EP 18 2.818e-11 3.325e-10 1.183e-08 5.084e-09 1.962e-07 5.601e-09 2.386e-09 6.031e-09 7.730e-02 3.653e-01 3.811e-01 1.576e-01 1.776e-05 5.130e-09 3.556e-09 1.734e-08 1.659e-07 1.683e-08 2.188e-09 5.052e-09 2.945e-09 2.163e-09 4.639e-05 1.299e-05 5.818e-03 7.636e-03 6.200e-08 1.189e-08 1.557e-07 2.455e-05 4.115e-09 1.312e-09 1.280e-09 3.334e-09 1.754e-08 9.124e-04 2.246e-03 1.636e-03 6.000e-09 3.610e-04 1.398e-09 1.278e-09 3.021e-10 1.597e-10 5.930e-10 1.680e-10 8.401e-11 1.074e-10 9.144e-11 1.307e-10 4.972e-11 5.658e-11 5.490e-11 4.349e-11 3.309e-11 3.917e-11 3.202e-11 3.929e-11 2.866e-11 3.003e-11 3.040e-11 3.186e-11 4.041e-11 2.830e-11 2.840e-11 2.836e-11 2.946e-11 +86 TP 1 1.783e-07 9.944e-02 1.900e-10 6.856e-03 2.579e-08 9.591e-02 1.697e-01 7.373e-10 5.293e-06 1.144e-01 1.830e-02 2.277e-02 5.223e-02 6.984e-02 7.264e-03 1.607e-01 9.366e-02 8.900e-02 +86 TP 2 1.065e-01 4.134e-01 5.870e-11 2.681e-08 5.955e-02 1.232e-02 3.144e-02 8.596e-02 4.099e-02 7.068e-03 1.585e-01 3.586e-09 6.394e-10 1.400e-09 4.946e-02 1.571e-02 1.351e-02 5.503e-03 +86 TP 3 3.896e-10 1.314e-09 9.640e-01 2.004e-02 1.445e-03 8.677e-10 9.966e-10 4.754e-10 3.751e-10 1.021e-09 4.855e-09 2.397e-03 5.066e-04 1.096e-02 7.107e-10 3.606e-04 3.076e-04 1.246e-09 +86 TP 4 4.107e-02 2.137e-08 1.909e-03 3.809e-01 1.241e-01 5.886e-03 9.185e-03 1.195e-09 4.336e-02 1.550e-02 4.899e-06 6.492e-02 1.412e-01 1.564e-01 2.190e-10 3.122e-03 9.638e-07 1.241e-02 +86 TP 5 1.245e-01 8.717e-03 1.524e-04 1.200e-01 2.673e-01 3.293e-02 3.789e-02 3.339e-02 6.208e-02 3.868e-02 1.047e-02 2.275e-02 5.203e-02 8.392e-02 3.845e-10 4.222e-02 3.332e-02 2.960e-02 +86 TP 6 1.195e-02 1.061e-01 3.656e-10 1.109e-05 5.328e-02 2.047e-01 1.086e-01 3.011e-09 6.994e-02 7.476e-02 4.700e-02 3.653e-03 2.044e-02 1.148e-02 3.006e-03 1.303e-01 8.378e-02 7.097e-02 +86 TP 7 4.370e-02 1.199e-01 4.753e-10 3.169e-02 7.087e-02 4.718e-02 2.793e-01 2.559e-02 6.884e-02 5.271e-02 7.664e-02 3.376e-03 4.019e-04 6.972e-03 8.418e-03 8.034e-02 4.187e-02 4.211e-02 +86 TP 8 9.761e-06 4.347e-01 5.183e-05 1.161e-09 2.335e-02 5.874e-02 1.597e-01 1.053e-09 5.182e-09 4.398e-02 1.090e-01 9.065e-10 3.365e-10 1.216e-09 5.130e-03 9.711e-02 2.616e-02 4.204e-02 +86 TP 9 4.144e-01 8.892e-06 9.381e-11 4.680e-02 7.863e-02 2.966e-02 2.240e-02 7.538e-02 2.397e-01 2.629e-02 2.220e-06 2.558e-10 3.699e-03 2.079e-02 8.932e-10 1.821e-02 1.350e-02 1.053e-02 +86 TP 10 7.005e-09 7.853e-02 3.977e-10 5.414e-09 6.905e-02 1.004e-01 1.035e-01 7.308e-10 6.749e-02 2.324e-01 3.792e-02 2.650e-02 2.088e-02 1.230e-02 6.273e-04 1.161e-01 6.791e-02 6.640e-02 +86 TP 11 1.828e-01 1.897e-09 7.737e-11 3.962e-10 4.206e-05 5.544e-09 1.603e-05 4.932e-01 3.979e-02 1.848e-09 2.036e-01 1.364e-10 3.349e-10 9.412e-10 8.048e-02 3.775e-09 9.650e-10 5.358e-05 +86 TP 12 3.211e-10 4.548e-03 1.372e-03 1.046e-01 2.813e-02 7.306e-03 1.069e-02 2.292e-10 5.552e-03 2.145e-02 4.499e-04 2.711e-01 2.696e-01 2.233e-01 3.857e-10 1.864e-02 2.478e-02 8.492e-03 +86 TP 13 6.472e-10 1.597e-04 5.546e-04 2.056e-01 7.863e-02 2.895e-07 4.600e-03 3.409e-10 2.977e-02 6.764e-03 5.262e-05 1.130e-01 2.751e-01 2.582e-01 5.007e-04 1.217e-02 4.867e-10 1.484e-02 +86 TP 14 1.803e-09 5.759e-04 1.390e-03 2.367e-01 9.175e-02 6.063e-04 6.579e-03 4.953e-10 4.051e-02 1.321e-09 1.639e-03 8.457e-02 1.571e-01 3.467e-01 1.761e-09 1.994e-02 2.875e-08 1.188e-02 +86 TP 15 8.730e-02 5.846e-08 1.065e-10 4.398e-10 3.508e-09 8.567e-07 1.389e-03 4.888e-01 5.859e-09 6.878e-10 1.163e-01 1.085e-10 2.169e-10 7.495e-10 3.061e-01 5.842e-07 3.215e-10 9.472e-05 +86 TP 16 3.100e-02 9.314e-02 8.014e-05 5.819e-02 6.321e-02 6.623e-02 1.188e-01 1.364e-02 8.023e-02 6.171e-02 5.554e-02 1.560e-03 4.463e-04 3.171e-02 3.635e-03 2.235e-01 4.756e-02 4.979e-02 +86 TP 17 5.331e-10 9.242e-02 6.605e-10 4.096e-09 5.538e-02 9.311e-02 1.034e-01 5.216e-10 6.731e-02 1.331e-01 3.103e-02 2.591e-02 2.364e-02 2.860e-09 5.182e-10 8.932e-02 2.237e-01 6.167e-02 +86 TP 18 2.350e-02 8.013e-02 2.690e-10 4.544e-02 7.995e-02 4.223e-02 9.609e-02 5.275e-04 7.235e-02 7.481e-02 3.867e-02 6.074e-03 2.251e-02 4.884e-02 2.133e-03 1.310e-01 5.254e-02 1.832e-01 +87 IP 1 4.479e-02 +87 IP 2 3.721e-06 +87 IP 3 1.349e-08 +87 IP 4 1.512e-08 +87 IP 5 1.000e-08 +87 IP 6 8.367e-02 +87 IP 7 7.963e-02 +87 IP 8 2.407e-08 +87 IP 9 7.670e-01 +87 IP 10 1.412e-07 +87 IP 11 2.493e-02 +87 EP 1 8.573e-12 6.788e-11 3.022e-05 8.295e-05 1.808e-09 5.192e-09 4.532e-07 4.921e-09 1.890e-07 2.466e-09 1.092e-09 8.040e-03 6.648e-02 1.257e-01 1.773e-01 1.853e-01 1.802e-01 1.343e-01 7.923e-02 4.272e-02 2.097e-07 5.831e-09 9.660e-10 8.643e-10 2.571e-09 1.772e-09 1.252e-09 5.260e-06 1.818e-09 3.114e-10 1.659e-10 1.564e-10 1.728e-10 1.672e-06 2.596e-04 2.484e-04 3.667e-05 1.362e-05 3.141e-09 2.199e-10 8.691e-11 3.351e-11 3.725e-11 2.394e-11 2.362e-11 2.214e-11 1.562e-11 1.672e-11 1.384e-11 1.383e-11 1.386e-11 1.177e-11 1.096e-11 1.152e-11 1.087e-11 1.035e-11 9.660e-12 1.052e-11 1.019e-11 9.741e-12 9.515e-12 1.139e-11 1.078e-11 1.017e-11 8.786e-12 8.573e-12 8.820e-12 9.495e-12 8.695e-12 8.803e-12 +87 EP 2 1.308e-11 2.949e-10 2.368e-03 2.831e-09 1.668e-01 3.842e-01 3.134e-01 1.170e-01 7.920e-03 2.027e-09 3.476e-05 4.665e-03 2.168e-03 5.172e-05 1.186e-03 2.242e-09 7.156e-06 9.609e-09 1.616e-09 4.323e-06 2.062e-09 8.344e-10 8.211e-10 7.197e-10 3.452e-10 5.738e-10 2.594e-10 3.327e-10 2.701e-10 1.338e-10 8.008e-11 8.050e-11 8.397e-11 6.995e-11 2.606e-10 1.030e-06 4.172e-06 3.186e-05 1.576e-09 2.604e-10 8.677e-11 3.662e-11 3.279e-11 2.774e-11 2.424e-11 2.613e-11 1.749e-11 1.865e-11 1.934e-11 1.662e-11 1.798e-11 1.525e-11 1.442e-11 1.455e-11 1.446e-11 1.393e-11 1.360e-11 1.406e-11 1.382e-11 1.366e-11 1.342e-11 1.411e-11 1.423e-11 1.345e-11 1.313e-11 1.308e-11 1.314e-11 1.339e-11 1.310e-11 1.313e-11 +87 EP 3 1.008e-11 1.590e-05 3.989e-10 2.984e-04 1.399e-04 1.171e-03 5.222e-04 7.566e-04 1.417e-04 2.736e-03 2.724e-03 6.041e-03 5.714e-03 8.051e-03 7.417e-03 5.121e-03 8.253e-03 9.079e-03 1.021e-02 9.342e-03 9.014e-03 5.861e-03 2.776e-03 8.536e-04 2.638e-05 1.149e-04 1.967e-04 2.719e-03 4.547e-03 1.464e-02 2.835e-02 4.174e-02 5.185e-02 6.566e-02 7.142e-02 8.748e-02 8.371e-02 8.024e-02 6.924e-02 5.829e-02 4.810e-02 4.016e-02 3.267e-02 2.691e-02 2.134e-02 1.627e-02 1.358e-02 1.061e-02 8.525e-03 6.369e-03 5.280e-03 3.728e-03 2.963e-03 2.086e-03 1.441e-03 8.968e-04 8.162e-04 6.248e-04 4.232e-04 2.318e-04 1.411e-04 7.054e-05 1.108e-04 6.046e-05 6.046e-05 1.008e-11 2.015e-05 1.008e-05 1.008e-05 1.008e-05 +87 EP 4 1.567e-11 7.054e-10 5.995e-02 4.964e-01 3.638e-01 7.521e-02 5.089e-09 2.011e-04 2.512e-03 2.843e-09 3.043e-07 1.549e-03 7.590e-07 1.461e-09 4.822e-09 2.786e-09 7.610e-07 5.627e-09 1.235e-09 2.367e-09 2.190e-09 5.805e-10 5.879e-10 4.985e-10 3.066e-10 3.852e-10 2.673e-10 3.186e-10 2.739e-10 1.460e-10 8.485e-11 8.884e-11 8.641e-11 8.454e-11 8.965e-11 4.360e-07 4.708e-05 3.009e-04 9.288e-08 7.572e-10 1.028e-10 3.894e-11 4.100e-11 3.217e-11 2.749e-11 2.747e-11 2.122e-11 2.183e-11 2.114e-11 1.905e-11 2.000e-11 1.763e-11 1.700e-11 1.714e-11 1.732e-11 1.658e-11 1.621e-11 1.680e-11 1.634e-11 1.628e-11 1.601e-11 1.673e-11 1.682e-11 1.606e-11 1.571e-11 1.567e-11 1.573e-11 1.599e-11 1.568e-11 1.572e-11 +87 EP 5 1.325e-08 1.327e-08 1.328e-08 1.328e-08 1.329e-08 1.328e-08 1.329e-08 1.327e-08 1.328e-08 1.328e-08 1.328e-08 1.328e-08 1.328e-08 1.329e-08 1.330e-08 1.329e-08 1.332e-08 8.639e-01 1.361e-01 1.462e-08 1.390e-08 1.329e-08 1.328e-08 1.328e-08 1.328e-08 1.327e-08 1.328e-08 1.391e-08 1.331e-08 1.330e-08 1.328e-08 1.329e-08 1.328e-08 1.329e-08 1.327e-08 1.329e-08 1.327e-08 1.329e-08 1.327e-08 1.328e-08 1.329e-08 1.326e-08 1.331e-08 1.327e-08 1.326e-08 1.327e-08 1.328e-08 1.326e-08 1.326e-08 1.326e-08 1.326e-08 1.326e-08 1.325e-08 1.326e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.326e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 1.325e-08 +87 EP 6 6.152e-12 3.580e-11 1.275e-02 7.219e-03 3.555e-05 4.053e-03 1.550e-03 1.568e-03 9.633e-04 2.720e-03 2.008e-04 6.871e-03 2.886e-03 4.986e-05 3.333e-03 1.330e-02 4.021e-02 6.849e-02 1.007e-01 1.168e-01 1.388e-01 1.218e-01 1.027e-01 8.715e-02 6.619e-02 4.669e-02 2.927e-02 1.169e-02 2.054e-09 5.163e-10 1.664e-10 1.497e-10 1.909e-10 1.603e-05 1.136e-03 5.977e-03 4.779e-03 8.458e-05 4.689e-09 2.029e-10 7.451e-11 3.133e-11 3.203e-11 2.200e-11 1.906e-11 1.703e-11 1.221e-11 1.337e-11 1.112e-11 1.077e-11 1.104e-11 9.509e-12 8.430e-12 9.189e-12 8.697e-12 8.149e-12 7.188e-12 7.972e-12 7.886e-12 8.153e-12 7.047e-12 7.649e-12 8.448e-12 7.320e-12 6.377e-12 6.152e-12 6.409e-12 7.360e-12 6.292e-12 6.392e-12 +87 EP 7 5.063e-12 4.034e-11 2.290e-03 7.963e-03 9.842e-03 7.036e-03 8.440e-03 8.291e-03 1.019e-02 6.090e-03 5.388e-03 8.472e-04 1.188e-03 6.844e-04 1.663e-03 8.741e-03 2.066e-08 2.970e-03 2.053e-03 9.921e-03 1.493e-02 2.676e-02 4.341e-02 5.179e-02 6.784e-02 7.801e-02 8.859e-02 9.579e-02 1.001e-01 8.930e-02 7.529e-02 6.221e-02 4.814e-02 3.559e-02 2.332e-02 5.059e-03 2.449e-04 2.639e-06 3.999e-09 4.194e-10 8.365e-11 4.482e-11 3.972e-11 3.023e-11 2.555e-11 2.198e-11 1.579e-11 1.708e-11 1.309e-11 1.249e-11 1.308e-11 1.076e-11 9.829e-12 9.988e-12 9.402e-12 9.312e-12 7.842e-12 8.528e-12 8.706e-12 8.492e-12 8.464e-12 9.221e-12 9.738e-12 7.836e-12 6.089e-12 5.063e-12 6.226e-12 8.949e-12 5.748e-12 6.156e-12 +87 EP 8 1.066e-11 1.613e-10 2.138e-02 4.624e-09 1.904e-09 2.970e-09 1.006e-01 2.486e-01 3.041e-01 2.023e-01 8.274e-02 1.552e-02 2.493e-09 1.294e-08 1.709e-03 1.961e-02 5.385e-07 1.884e-09 2.962e-03 1.931e-06 3.398e-09 6.257e-09 6.287e-10 1.336e-09 4.554e-10 8.598e-10 3.925e-10 4.708e-10 3.299e-10 1.327e-10 8.242e-11 8.199e-11 7.933e-11 1.320e-10 4.135e-08 3.854e-06 1.084e-04 4.298e-04 8.432e-10 3.279e-10 1.693e-10 3.453e-11 3.323e-11 2.451e-11 2.216e-11 2.188e-11 1.527e-11 1.707e-11 1.593e-11 1.421e-11 1.457e-11 1.263e-11 1.187e-11 1.226e-11 1.188e-11 1.156e-11 1.116e-11 1.156e-11 1.145e-11 1.124e-11 1.102e-11 1.166e-11 1.175e-11 1.108e-11 1.071e-11 1.066e-11 1.073e-11 1.101e-11 1.068e-11 1.072e-11 +87 EP 9 1.999e-11 9.441e-02 1.460e-01 1.484e-01 1.212e-01 9.648e-02 7.569e-02 5.568e-02 4.670e-02 4.031e-02 3.254e-02 2.763e-02 2.465e-02 2.012e-02 1.603e-02 1.329e-02 1.202e-02 8.016e-03 5.997e-03 4.351e-03 3.827e-03 3.241e-03 1.157e-03 8.848e-04 4.800e-04 3.999e-04 2.648e-04 1.959e-10 1.760e-10 1.548e-04 5.256e-11 1.107e-10 7.871e-11 5.406e-11 4.395e-05 3.301e-11 3.589e-11 3.393e-11 5.221e-11 4.101e-11 3.010e-11 2.374e-11 2.381e-11 2.262e-11 2.117e-11 2.232e-11 2.036e-11 2.160e-11 2.049e-11 2.043e-11 2.038e-11 2.011e-11 2.002e-11 2.004e-11 2.004e-11 2.000e-11 2.000e-11 1.990e-05 2.000e-11 2.000e-11 2.000e-11 1.999e-11 1.999e-11 2.000e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 1.999e-11 +87 EP 10 3.382e-11 2.943e-01 5.838e-01 1.120e-01 3.317e-09 9.804e-03 3.631e-09 5.955e-09 2.182e-09 1.888e-09 2.814e-09 8.634e-09 3.443e-09 2.194e-09 1.821e-09 1.344e-09 5.262e-07 1.784e-09 2.940e-09 1.343e-09 1.812e-09 5.956e-10 5.704e-10 5.166e-10 2.804e-10 4.036e-10 2.754e-10 5.561e-10 2.922e-10 1.945e-10 1.149e-10 1.252e-10 1.064e-10 1.464e-10 1.028e-10 1.461e-10 1.091e-10 7.689e-06 2.715e-08 2.243e-10 1.158e-09 6.789e-11 6.634e-11 5.427e-11 4.728e-11 4.942e-11 3.977e-11 3.925e-11 4.130e-11 3.734e-11 3.803e-11 3.541e-11 3.496e-11 3.503e-11 3.560e-11 3.440e-11 3.410e-11 3.549e-11 3.416e-11 3.420e-11 3.398e-11 3.450e-11 3.450e-11 3.395e-11 3.382e-11 3.382e-11 3.383e-11 3.389e-11 3.382e-11 3.383e-11 +87 EP 11 8.910e-12 9.636e-11 3.412e-02 8.820e-03 2.577e-07 2.831e-09 3.372e-09 1.292e-09 2.100e-02 1.077e-01 2.032e-01 2.383e-01 1.917e-01 1.262e-01 6.109e-02 5.931e-03 3.121e-09 1.844e-09 5.528e-04 1.296e-03 1.737e-07 3.987e-08 1.366e-09 1.623e-09 7.395e-10 1.451e-09 5.225e-10 1.958e-09 5.979e-10 1.498e-10 1.065e-10 1.024e-10 9.954e-11 9.821e-08 1.672e-05 1.887e-05 3.506e-05 7.365e-06 4.495e-09 2.378e-10 7.556e-11 3.436e-11 3.100e-11 2.270e-11 2.029e-11 2.127e-11 1.416e-11 1.666e-11 1.342e-11 1.346e-11 1.332e-11 1.185e-11 1.049e-11 1.083e-11 1.048e-11 1.018e-11 9.776e-12 1.005e-11 9.905e-12 9.730e-12 9.469e-12 1.062e-11 1.117e-11 9.545e-12 9.026e-12 8.910e-12 9.048e-12 9.475e-12 8.968e-12 9.037e-12 +87 TP 1 2.519e-01 6.691e-02 5.800e-02 5.583e-02 2.179e-11 1.740e-01 1.578e-01 9.055e-02 8.818e-03 2.194e-02 1.142e-01 +87 TP 2 1.033e-01 2.273e-01 2.037e-02 8.218e-02 1.356e-11 1.278e-01 9.601e-02 1.471e-01 1.620e-02 5.321e-02 1.265e-01 +87 TP 3 5.589e-02 6.822e-03 4.441e-01 3.383e-03 1.117e-11 1.016e-01 3.376e-01 1.386e-02 4.372e-11 3.945e-04 3.646e-02 +87 TP 4 9.969e-02 1.360e-01 1.829e-02 2.161e-01 1.628e-11 1.119e-01 8.652e-02 1.281e-01 1.267e-02 7.230e-02 1.184e-01 +87 TP 5 3.768e-08 1.375e-08 1.533e-08 1.380e-08 9.682e-01 3.184e-02 4.798e-06 1.386e-08 1.382e-08 1.371e-08 1.386e-08 +87 TP 6 1.122e-01 6.135e-02 7.060e-02 5.233e-02 1.478e-05 3.205e-01 1.777e-01 7.807e-02 4.581e-03 2.022e-02 1.024e-01 +87 TP 7 1.004e-01 3.821e-02 1.383e-01 2.983e-02 5.478e-12 1.528e-01 3.910e-01 5.547e-02 8.009e-11 8.405e-03 8.562e-02 +87 TP 8 1.196e-01 9.417e-02 2.547e-02 9.065e-02 1.158e-11 1.383e-01 1.017e-01 2.336e-01 1.320e-02 3.601e-02 1.473e-01 +87 TP 9 1.888e-02 1.884e-02 9.814e-11 2.004e-08 2.290e-11 2.761e-02 5.359e-05 2.664e-02 8.790e-01 5.116e-07 2.899e-02 +87 TP 10 6.121e-02 1.699e-01 3.040e-03 2.205e-01 3.504e-11 5.880e-02 3.537e-02 1.285e-01 1.825e-09 2.446e-01 7.798e-02 +87 TP 11 1.373e-01 8.540e-02 3.934e-02 6.653e-02 9.376e-12 1.505e-01 1.430e-01 1.051e-01 8.348e-03 2.443e-02 2.401e-01 +88 IP 1 2.116e-02 +88 IP 2 3.570e-08 +88 IP 3 1.425e-02 +88 IP 4 2.810e-08 +88 IP 5 1.720e-01 +88 IP 6 1.204e-08 +88 IP 7 1.139e-01 +88 IP 8 1.339e-08 +88 IP 9 6.149e-01 +88 IP 10 2.248e-08 +88 IP 11 8.586e-08 +88 IP 12 1.918e-02 +88 IP 13 1.877e-02 +88 IP 14 9.902e-09 +88 IP 15 2.577e-02 +88 IP 16 1.372e-08 +88 EP 1 9.766e-12 7.860e-11 4.220e-03 7.730e-03 5.219e-03 4.027e-03 5.375e-03 2.166e-05 8.273e-04 4.526e-04 1.860e-03 1.681e-07 2.738e-03 1.359e-05 1.190e-06 4.920e-04 1.146e-05 4.274e-07 1.538e-03 1.029e-02 3.577e-02 6.589e-02 1.023e-01 1.257e-01 1.299e-01 1.299e-01 1.103e-01 8.339e-02 6.677e-02 4.655e-02 2.752e-02 1.422e-02 8.476e-03 2.332e-03 1.075e-03 3.107e-07 2.162e-04 2.175e-04 1.630e-03 1.388e-03 6.044e-10 1.393e-03 1.410e-04 2.897e-06 9.582e-05 2.148e-10 4.879e-09 3.389e-10 1.178e-10 1.125e-10 2.056e-11 2.410e-11 2.446e-11 2.805e-11 2.268e-11 1.959e-11 1.354e-11 1.290e-11 1.156e-11 1.425e-11 1.030e-11 1.101e-11 1.243e-11 9.770e-12 1.125e-11 9.782e-12 1.044e-11 9.766e-12 9.774e-12 +88 EP 2 1.299e-11 1.606e-06 7.192e-03 1.145e-02 1.103e-02 1.233e-02 1.163e-02 1.358e-02 1.648e-02 1.578e-02 1.774e-02 2.069e-02 2.297e-02 2.497e-02 2.695e-02 3.078e-02 3.600e-02 3.833e-02 3.762e-02 3.694e-02 4.290e-02 4.320e-02 4.811e-02 4.318e-02 4.638e-02 4.572e-02 4.471e-02 3.918e-02 4.140e-02 3.889e-02 3.519e-02 3.114e-02 2.972e-02 1.957e-02 1.922e-02 1.607e-02 9.797e-03 5.693e-03 3.367e-03 2.196e-03 1.863e-03 2.711e-05 4.196e-08 4.840e-10 1.366e-10 3.406e-10 1.092e-10 6.239e-10 1.105e-10 8.280e-10 2.456e-10 1.502e-10 4.993e-11 4.885e-11 3.087e-11 3.506e-11 9.832e-11 2.991e-11 3.927e-11 7.264e-11 2.479e-11 8.121e-11 1.429e-10 1.308e-11 7.071e-06 1.317e-11 2.066e-11 1.299e-11 1.309e-11 +88 EP 3 1.773e-11 2.054e-09 2.011e-01 6.277e-01 1.671e-01 6.395e-05 1.246e-03 4.897e-04 9.091e-06 3.929e-09 2.393e-07 7.238e-06 1.006e-08 1.546e-09 1.717e-03 2.229e-09 1.260e-09 1.086e-09 1.192e-09 1.038e-06 6.360e-10 1.094e-09 8.775e-10 5.271e-10 4.423e-10 7.175e-10 5.485e-10 3.690e-10 5.584e-10 7.216e-10 1.630e-08 3.091e-09 1.559e-09 3.102e-09 6.024e-04 2.546e-08 2.684e-10 9.730e-10 1.275e-09 5.007e-10 1.333e-10 1.074e-10 6.914e-11 5.026e-11 7.801e-11 5.303e-11 1.097e-10 4.303e-11 4.238e-11 1.024e-10 2.291e-11 2.580e-11 3.338e-11 2.684e-11 2.126e-11 2.361e-11 1.889e-11 1.872e-11 1.862e-11 2.003e-11 1.784e-11 1.810e-11 1.839e-11 1.773e-11 1.821e-11 1.773e-11 1.782e-11 1.773e-11 1.773e-11 +88 EP 4 5.090e-11 4.074e-01 5.901e-01 1.445e-08 1.373e-07 9.994e-08 5.693e-09 5.069e-09 4.066e-09 4.477e-09 2.919e-09 3.310e-08 2.119e-05 1.693e-09 2.507e-03 1.991e-09 1.873e-09 1.585e-09 1.838e-09 2.108e-09 8.956e-10 2.116e-09 7.197e-09 6.171e-10 7.177e-10 6.922e-10 6.841e-10 4.791e-10 5.141e-10 6.090e-10 3.047e-05 1.269e-09 5.297e-10 4.966e-10 8.225e-10 1.906e-09 3.225e-10 6.533e-10 5.764e-10 2.452e-10 1.708e-10 1.632e-10 1.308e-10 8.411e-11 1.235e-10 8.895e-11 2.082e-10 7.806e-11 7.991e-11 1.086e-10 5.646e-11 6.008e-11 6.926e-11 5.793e-11 5.411e-11 5.652e-11 5.202e-11 5.166e-11 5.160e-11 5.275e-11 5.097e-11 5.115e-11 5.134e-11 5.090e-11 5.120e-11 5.090e-11 5.097e-11 5.090e-11 5.090e-11 +88 EP 5 1.034e-11 1.004e-10 1.532e-02 7.615e-06 2.003e-09 2.692e-07 1.352e-07 1.646e-09 2.238e-08 4.012e-09 4.669e-09 1.633e-09 2.200e-02 1.089e-01 1.985e-01 2.359e-01 1.828e-01 1.243e-01 6.780e-02 2.725e-02 1.536e-02 2.718e-09 3.190e-09 2.734e-09 1.222e-09 2.373e-07 6.463e-09 4.297e-09 1.471e-09 1.017e-05 1.568e-07 1.848e-09 1.215e-09 1.664e-07 2.684e-09 2.271e-09 1.583e-09 7.811e-10 7.631e-04 6.706e-10 9.701e-04 1.347e-09 1.595e-10 1.087e-10 1.247e-04 6.463e-11 3.179e-08 1.242e-10 3.637e-05 7.773e-11 1.661e-11 1.887e-11 2.440e-11 1.703e-11 1.806e-11 3.296e-06 1.263e-11 1.208e-11 1.175e-11 1.641e-11 1.068e-11 1.106e-11 1.121e-11 1.034e-11 1.144e-11 1.034e-11 1.062e-11 1.034e-11 1.034e-11 +88 EP 6 2.705e-11 4.906e-05 2.179e-10 4.925e-10 2.722e-10 1.471e-09 7.109e-10 2.857e-09 2.478e-10 2.051e-08 1.257e-09 7.410e-10 2.418e-03 1.159e-09 2.558e-07 5.725e-10 1.946e-09 3.569e-09 1.641e-09 4.543e-03 5.025e-03 7.119e-03 1.065e-02 1.277e-02 1.697e-02 2.551e-02 2.432e-02 3.022e-02 3.242e-02 4.355e-02 5.135e-02 5.641e-02 6.328e-02 7.134e-02 7.028e-02 7.223e-02 7.160e-02 6.384e-02 5.888e-02 4.948e-02 3.814e-02 3.334e-02 2.206e-02 1.980e-02 1.350e-02 1.060e-02 6.592e-03 4.636e-03 3.372e-03 1.369e-03 7.774e-04 5.509e-04 6.160e-04 1.836e-04 1.865e-04 7.266e-11 1.506e-10 3.885e-11 4.603e-11 4.484e-11 3.862e-11 3.709e-11 7.270e-11 3.027e-11 3.918e-11 2.821e-11 4.482e-11 2.705e-11 2.802e-11 +88 EP 7 1.374e-11 9.585e-11 2.065e-10 1.245e-09 5.110e-10 1.054e-04 6.695e-09 3.962e-05 2.920e-09 2.693e-03 3.689e-03 4.844e-03 8.960e-03 1.303e-02 1.748e-02 2.175e-02 2.630e-02 2.913e-02 3.511e-02 3.392e-02 3.515e-02 4.330e-02 4.286e-02 4.860e-02 5.441e-02 5.711e-02 6.216e-02 6.538e-02 6.540e-02 6.177e-02 5.862e-02 5.431e-02 4.372e-02 3.545e-02 2.636e-02 1.806e-02 1.178e-02 8.312e-03 4.433e-03 2.799e-03 8.731e-04 9.755e-05 1.008e-03 6.687e-04 1.656e-10 1.014e-04 5.359e-05 8.788e-11 8.106e-05 1.280e-10 5.184e-11 5.964e-05 2.756e-05 4.132e-11 3.821e-11 2.094e-11 2.146e-11 1.541e-11 1.550e-11 2.372e-11 1.491e-11 1.512e-11 2.102e-11 1.390e-11 1.599e-11 1.382e-11 1.536e-11 1.374e-11 1.381e-11 +88 EP 8 1.306e-11 3.473e-11 1.992e-10 2.445e-09 1.302e-03 1.089e-08 1.708e-03 7.314e-10 9.723e-10 7.063e-10 4.704e-09 7.418e-10 7.369e-10 5.191e-05 1.706e-09 7.826e-10 1.128e-07 3.603e-05 4.127e-03 6.824e-03 4.055e-03 8.095e-04 3.449e-03 8.591e-03 1.583e-02 2.714e-02 4.020e-02 6.107e-02 7.169e-02 8.179e-02 8.887e-02 9.539e-02 8.722e-02 8.150e-02 7.347e-02 6.084e-02 5.045e-02 4.206e-02 2.837e-02 2.087e-02 1.504e-02 1.060e-02 7.184e-03 4.866e-03 2.259e-03 1.719e-03 2.676e-04 3.619e-04 8.511e-08 1.067e-10 8.560e-11 5.544e-11 3.755e-11 4.228e-11 5.124e-11 2.635e-11 2.463e-11 2.002e-11 2.559e-11 2.333e-11 1.748e-11 2.504e-11 2.141e-11 1.308e-11 2.634e-11 1.329e-11 1.620e-11 1.306e-11 1.330e-11 +88 EP 9 2.834e-11 1.043e-01 1.478e-01 1.515e-01 1.343e-01 9.730e-02 7.277e-02 6.165e-02 4.541e-02 3.744e-02 3.313e-02 2.289e-02 2.013e-02 1.489e-02 1.317e-02 1.326e-02 9.949e-03 5.112e-03 4.594e-03 3.295e-03 2.229e-03 1.216e-03 1.853e-03 5.398e-04 3.084e-10 5.006e-04 5.208e-04 2.069e-10 2.931e-10 1.412e-09 5.932e-05 1.279e-10 9.832e-11 1.402e-04 1.057e-10 4.048e-10 5.060e-11 4.850e-11 6.888e-11 3.539e-11 8.213e-11 4.793e-11 3.641e-11 3.715e-11 3.501e-11 3.393e-11 3.569e-11 4.294e-11 3.006e-11 3.185e-11 2.861e-11 2.859e-11 2.971e-11 2.851e-11 2.885e-11 2.924e-11 2.843e-11 2.836e-11 2.835e-11 2.840e-11 2.834e-11 2.834e-11 2.834e-11 2.834e-11 2.834e-11 2.834e-11 2.834e-11 2.834e-11 2.834e-11 +88 EP 10 1.788e-11 2.927e-09 3.241e-09 1.286e-06 4.505e-01 4.247e-01 9.957e-02 8.101e-03 6.968e-03 1.265e-03 5.364e-03 3.011e-09 1.321e-06 1.715e-09 4.400e-09 1.195e-03 3.751e-09 1.432e-09 2.906e-09 3.175e-09 7.872e-10 1.184e-09 1.258e-09 7.735e-10 5.479e-10 9.327e-10 6.215e-10 5.648e-10 4.956e-10 2.112e-09 3.910e-04 1.412e-06 9.507e-10 8.112e-04 1.477e-04 4.026e-04 5.997e-04 4.430e-10 6.044e-10 1.618e-10 1.256e-10 3.065e-10 9.075e-11 4.985e-11 1.067e-10 5.270e-11 6.260e-11 5.577e-11 4.062e-11 4.350e-10 2.327e-11 2.462e-11 3.439e-11 2.465e-11 2.170e-11 2.403e-11 1.912e-11 1.890e-11 1.881e-11 2.023e-11 1.801e-11 1.829e-11 1.855e-11 1.788e-11 1.838e-11 1.788e-11 1.799e-11 1.788e-11 1.788e-11 +88 EP 11 1.058e-11 9.307e-11 1.510e-04 5.109e-07 8.435e-09 3.107e-07 1.020e-07 4.309e-09 3.595e-08 2.147e-09 1.919e-07 3.140e-09 3.160e-04 1.382e-09 1.427e-09 1.138e-02 6.151e-02 1.174e-01 1.615e-01 1.804e-01 1.629e-01 1.375e-01 8.504e-02 4.823e-02 2.487e-02 5.394e-03 2.816e-09 8.972e-10 1.055e-09 5.435e-08 6.854e-05 8.576e-08 7.331e-08 9.344e-10 1.622e-03 1.584e-03 1.499e-05 3.517e-09 1.257e-08 3.575e-05 4.743e-10 3.713e-09 2.471e-10 1.741e-10 5.635e-08 9.158e-11 1.633e-10 1.456e-10 1.131e-10 6.010e-11 1.964e-11 2.102e-11 2.390e-11 1.715e-11 2.044e-11 2.694e-11 1.581e-11 1.277e-11 1.218e-11 1.571e-11 1.100e-11 1.143e-11 1.179e-11 1.058e-11 1.154e-11 1.059e-11 1.124e-11 1.058e-11 1.058e-11 +88 EP 12 1.675e-11 2.841e-10 2.405e-02 9.691e-09 2.199e-09 1.672e-08 1.539e-07 2.436e-09 4.988e-02 3.816e-01 3.856e-01 1.328e-01 1.170e-05 3.170e-09 1.138e-02 3.148e-07 2.219e-05 1.676e-09 7.160e-08 6.957e-03 3.465e-09 3.270e-09 1.832e-09 3.804e-09 7.914e-10 1.107e-08 1.116e-09 1.013e-09 8.066e-09 1.314e-08 1.659e-04 3.343e-06 2.870e-06 4.953e-03 3.350e-09 1.307e-03 2.180e-07 1.233e-03 1.346e-09 4.455e-10 2.941e-10 3.753e-10 1.950e-10 1.545e-10 1.923e-10 7.567e-11 7.240e-06 2.324e-10 7.104e-11 2.381e-06 2.516e-11 2.556e-11 1.002e-10 2.633e-11 2.480e-11 2.762e-11 1.886e-11 1.830e-11 1.835e-11 2.065e-11 1.704e-11 1.750e-11 1.780e-11 1.675e-11 1.766e-11 1.676e-11 1.704e-11 1.675e-11 1.675e-11 +88 EP 13 1.310e-11 1.642e-10 8.653e-03 3.940e-08 1.979e-09 1.065e-07 5.243e-08 1.793e-09 4.006e-07 4.112e-09 8.025e-02 2.704e-01 3.289e-01 2.183e-01 7.867e-02 1.535e-05 3.695e-09 1.807e-05 1.897e-03 3.119e-03 3.840e-09 7.393e-09 2.638e-09 2.560e-09 1.198e-09 8.411e-09 1.064e-09 1.591e-09 6.604e-09 9.661e-07 4.449e-03 4.469e-03 1.778e-09 8.128e-04 1.176e-08 3.240e-09 5.332e-09 9.377e-10 6.552e-10 4.601e-10 1.786e-09 4.020e-10 3.527e-10 1.090e-10 1.722e-10 7.711e-11 2.271e-10 1.634e-06 8.686e-11 4.422e-05 1.985e-11 2.142e-11 6.686e-06 2.074e-11 1.983e-11 2.711e-11 1.512e-11 1.468e-11 1.455e-11 1.705e-11 1.345e-11 1.412e-11 1.405e-11 1.310e-11 1.404e-11 1.310e-11 1.340e-11 1.310e-11 1.310e-11 +88 EP 14 2.970e-11 5.484e-11 1.315e-10 2.350e-10 1.828e-10 3.438e-10 7.771e-10 1.749e-10 1.597e-10 3.392e-04 4.468e-10 4.881e-10 4.304e-10 6.817e-10 4.083e-09 4.664e-10 6.055e-10 8.308e-10 5.622e-10 7.131e-10 6.502e-09 1.846e-03 3.905e-09 4.616e-03 1.688e-03 2.541e-07 2.217e-08 1.799e-05 1.105e-09 2.566e-05 1.362e-08 9.096e-03 1.732e-02 3.518e-02 4.067e-02 5.129e-02 6.238e-02 7.038e-02 7.614e-02 7.665e-02 8.158e-02 7.099e-02 6.792e-02 5.698e-02 5.148e-02 4.474e-02 3.908e-02 3.086e-02 2.495e-02 2.011e-02 1.670e-02 1.278e-02 8.903e-03 6.749e-03 5.885e-03 4.446e-03 2.584e-03 1.515e-03 1.366e-03 1.069e-03 5.941e-04 3.862e-04 3.267e-04 2.970e-05 2.215e-04 2.970e-05 5.941e-05 2.970e-11 2.970e-05 +88 EP 15 1.996e-11 5.759e-10 2.953e-08 5.461e-09 3.383e-09 1.909e-01 5.308e-01 2.489e-01 3.310e-08 2.758e-03 3.380e-08 9.641e-03 1.916e-07 2.064e-09 6.079e-07 7.886e-03 4.145e-03 1.653e-09 2.526e-05 4.790e-09 1.365e-09 2.172e-09 1.712e-09 1.685e-09 7.552e-10 9.126e-09 8.372e-10 8.170e-10 8.350e-10 1.142e-08 9.481e-04 7.202e-08 2.710e-03 6.501e-07 5.941e-04 2.693e-05 6.335e-04 1.724e-08 2.201e-10 3.007e-10 2.064e-10 1.534e-10 1.278e-10 7.175e-11 1.248e-10 7.530e-11 9.550e-11 1.958e-10 7.041e-11 1.485e-10 2.851e-11 2.764e-11 5.660e-11 2.779e-11 2.538e-11 2.765e-11 2.157e-11 2.128e-11 2.167e-11 2.295e-11 2.016e-11 2.051e-11 2.089e-11 1.996e-11 2.065e-11 1.996e-11 2.015e-11 1.996e-11 1.996e-11 +88 EP 16 1.767e-11 3.381e-10 6.602e-03 3.585e-09 3.876e-09 4.499e-09 2.981e-08 3.384e-01 4.973e-01 1.436e-01 3.217e-06 1.895e-08 1.005e-02 3.018e-09 1.068e-08 2.374e-03 1.937e-06 1.325e-09 2.909e-04 7.792e-07 1.872e-09 2.316e-09 2.102e-09 3.734e-09 6.373e-10 2.515e-09 1.053e-09 8.735e-10 2.215e-09 6.570e-08 9.129e-05 3.716e-08 1.258e-03 3.787e-06 2.276e-06 1.811e-08 7.728e-06 4.807e-10 2.591e-10 3.361e-10 2.132e-10 2.124e-10 1.050e-10 9.418e-11 1.471e-10 7.068e-11 2.041e-10 3.206e-10 7.341e-11 1.502e-05 2.526e-11 2.626e-11 5.424e-11 2.575e-11 2.400e-11 2.668e-11 1.950e-11 1.904e-11 1.940e-11 2.106e-11 1.788e-11 1.833e-11 1.864e-11 1.767e-11 1.841e-11 1.767e-11 1.786e-11 1.767e-11 1.767e-11 +88 TP 1 2.910e-01 7.579e-03 3.700e-02 1.029e-02 9.197e-02 2.759e-02 1.080e-01 6.152e-02 1.421e-03 3.686e-02 1.089e-01 5.143e-02 6.675e-02 2.055e-02 3.484e-02 4.428e-02 +88 TP 2 5.521e-02 5.935e-01 4.590e-10 6.425e-10 5.798e-08 1.179e-02 5.722e-09 1.813e-01 1.154e-10 5.673e-10 1.536e-02 1.002e-09 1.599e-09 1.429e-01 4.567e-10 8.496e-10 +88 TP 3 8.691e-02 8.076e-10 1.923e-01 5.528e-02 9.713e-02 3.083e-10 1.150e-09 4.790e-02 5.120e-03 1.154e-01 8.273e-02 7.076e-02 7.964e-02 1.121e-03 8.155e-02 8.408e-02 +88 TP 4 3.598e-02 3.903e-03 2.198e-01 1.888e-01 5.165e-02 4.009e-10 4.939e-10 1.304e-02 9.838e-09 1.619e-01 4.008e-02 6.198e-02 5.715e-02 3.802e-04 9.294e-02 7.241e-02 +88 TP 5 1.193e-01 7.183e-07 5.273e-02 1.498e-02 2.332e-01 1.236e-02 4.406e-02 7.357e-02 7.995e-03 4.981e-02 1.237e-01 6.970e-02 8.854e-02 9.179e-03 4.701e-02 5.383e-02 +88 TP 6 1.059e-01 4.069e-01 2.704e-03 4.812e-10 6.867e-02 1.217e-09 2.099e-03 1.613e-01 1.411e-10 8.102e-03 1.072e-01 2.855e-02 4.526e-02 3.273e-02 1.025e-02 2.034e-02 +88 TP 7 1.012e-01 1.641e-01 7.541e-02 1.244e-02 1.366e-01 5.587e-10 8.748e-10 1.294e-02 2.154e-10 6.747e-02 8.966e-02 7.549e-02 1.068e-01 1.956e-02 6.496e-02 7.333e-02 +88 TP 8 9.297e-08 2.492e-09 6.593e-10 1.612e-10 1.123e-02 1.732e-01 5.183e-01 1.915e-01 8.840e-11 4.420e-04 7.566e-03 1.453e-02 1.820e-02 4.759e-02 6.232e-03 1.119e-02 +88 TP 9 7.257e-03 2.477e-10 3.479e-09 3.422e-07 2.340e-02 1.491e-10 5.429e-10 6.292e-10 8.526e-01 6.502e-03 2.996e-02 1.166e-02 2.592e-02 2.963e-10 1.987e-02 2.283e-02 +88 TP 10 9.173e-02 9.793e-10 8.987e-02 4.164e-02 1.002e-01 9.772e-10 5.012e-08 4.946e-02 1.251e-02 1.993e-01 8.696e-02 8.036e-02 8.575e-02 1.486e-03 7.821e-02 8.249e-02 +88 TP 11 1.075e-01 1.164e-02 4.898e-02 1.548e-02 9.892e-02 1.456e-02 8.273e-02 7.189e-02 8.071e-03 4.768e-02 2.507e-01 5.313e-02 7.951e-02 1.391e-02 4.253e-02 5.271e-02 +88 TP 12 1.017e-01 1.199e-02 7.052e-02 1.867e-02 1.248e-01 1.685e-03 1.491e-02 6.225e-02 8.450e-03 6.816e-02 1.004e-01 1.604e-01 1.085e-01 6.531e-03 7.233e-02 6.873e-02 +88 TP 13 1.015e-01 1.762e-02 5.863e-02 1.663e-02 1.366e-01 2.485e-04 3.162e-02 6.968e-02 8.638e-03 6.037e-02 1.050e-01 7.322e-02 1.846e-01 8.336e-03 5.515e-02 7.215e-02 +88 TP 14 1.004e-04 3.361e-09 5.761e-10 1.973e-10 2.514e-09 5.132e-01 1.725e-01 1.357e-09 1.033e-10 1.264e-04 2.496e-09 8.567e-10 1.704e-09 3.141e-01 2.167e-09 3.944e-10 +88 TP 15 9.819e-02 8.948e-09 8.464e-02 3.512e-02 9.839e-02 1.209e-09 9.838e-06 5.429e-02 1.340e-02 6.490e-02 9.277e-02 8.625e-02 9.491e-02 3.192e-03 1.719e-01 1.020e-01 +88 TP 16 9.934e-02 5.444e-03 7.417e-02 2.617e-02 1.117e-01 1.002e-09 1.281e-02 5.956e-02 1.145e-02 8.090e-02 9.648e-02 9.544e-02 1.052e-01 2.822e-03 6.602e-02 1.525e-01 +89 IP 1 2.420e-08 +89 IP 2 1.117e-01 +89 IP 3 1.265e-08 +89 IP 4 2.035e-08 +89 IP 5 2.068e-02 +89 IP 6 1.640e-02 +89 IP 7 9.301e-03 +89 IP 8 2.464e-02 +89 IP 9 8.237e-03 +89 IP 10 3.152e-02 +89 IP 11 3.781e-02 +89 IP 12 3.016e-08 +89 IP 13 8.777e-03 +89 IP 14 1.804e-08 +89 IP 15 3.858e-01 +89 IP 16 8.397e-09 +89 IP 17 3.122e-03 +89 IP 18 3.835e-08 +89 IP 19 3.420e-01 +89 IP 20 7.686e-08 +89 EP 1 3.517e-11 6.356e-10 4.660e-08 3.770e-09 2.227e-08 5.819e-07 6.818e-01 2.579e-01 2.488e-08 1.244e-08 6.791e-03 1.585e-08 2.910e-09 8.086e-07 3.881e-09 4.344e-09 9.913e-09 1.495e-02 3.407e-04 2.832e-08 6.097e-09 9.654e-09 6.848e-03 1.677e-08 5.659e-03 3.740e-03 5.706e-09 3.650e-09 4.259e-03 8.734e-03 4.513e-03 2.270e-03 1.532e-03 5.384e-04 1.790e-09 1.078e-09 2.129e-09 7.264e-10 5.459e-10 1.218e-09 8.294e-05 1.017e-09 3.979e-10 9.461e-10 3.488e-08 1.942e-10 1.271e-10 8.208e-11 9.846e-11 1.227e-10 8.459e-11 6.768e-11 4.257e-11 4.890e-11 4.515e-11 3.963e-11 4.653e-11 4.074e-11 3.776e-11 3.704e-11 3.594e-11 4.391e-11 3.573e-11 3.605e-11 3.527e-11 3.636e-11 3.517e-11 3.519e-11 3.751e-11 3.517e-11 +89 EP 2 3.064e-11 2.395e-01 3.076e-01 2.186e-01 1.289e-01 7.667e-02 2.580e-02 7.230e-09 3.087e-09 8.846e-10 2.316e-09 8.796e-10 1.043e-09 8.833e-10 1.969e-09 1.452e-08 2.820e-04 2.546e-03 2.028e-09 1.465e-09 5.648e-10 4.074e-10 2.960e-10 1.950e-10 2.694e-10 2.899e-10 2.845e-10 3.300e-10 2.970e-10 4.790e-10 4.341e-10 2.836e-10 1.641e-10 9.948e-10 4.977e-10 1.367e-05 1.111e-10 6.966e-11 3.863e-10 7.917e-11 7.252e-07 5.498e-11 5.542e-11 6.955e-11 6.590e-11 4.431e-11 3.645e-11 3.369e-11 3.730e-11 3.912e-11 3.336e-11 3.260e-11 3.098e-11 3.354e-11 3.107e-11 3.075e-11 3.344e-11 3.098e-11 3.066e-11 3.066e-11 3.066e-11 3.074e-11 3.065e-11 3.064e-11 3.064e-11 3.064e-11 3.064e-11 3.064e-11 3.065e-11 3.064e-11 +89 EP 3 2.174e-11 3.091e-11 3.840e-10 5.041e-10 5.003e-10 1.629e-04 2.058e-09 8.776e-10 7.069e-10 9.012e-04 2.657e-07 1.546e-09 8.606e-09 1.899e-09 3.433e-03 1.925e-04 1.437e-09 2.488e-03 4.458e-09 5.338e-09 2.185e-03 6.851e-03 5.849e-04 9.539e-03 1.106e-02 1.415e-05 5.853e-05 1.303e-03 4.392e-03 1.041e-02 2.155e-02 3.550e-02 5.569e-02 6.715e-02 8.211e-02 9.281e-02 9.532e-02 1.062e-01 9.101e-02 7.611e-02 5.901e-02 4.693e-02 3.542e-02 2.919e-02 2.051e-02 1.399e-02 8.144e-03 6.643e-03 1.774e-03 1.163e-03 1.236e-09 1.974e-04 1.345e-10 9.303e-10 2.872e-10 1.510e-10 9.519e-11 7.666e-11 7.556e-11 9.333e-11 5.268e-11 1.659e-09 4.729e-11 6.271e-11 3.464e-11 6.309e-11 2.393e-11 2.369e-11 2.823e-11 2.251e-11 +89 EP 4 1.773e-11 2.535e-11 1.080e-10 1.323e-10 2.446e-10 7.895e-10 6.888e-10 1.379e-03 1.666e-06 7.529e-04 3.937e-07 2.310e-07 8.825e-10 4.384e-10 1.048e-03 1.844e-03 3.637e-03 1.309e-05 7.596e-05 7.789e-04 5.399e-03 4.787e-03 7.588e-03 1.431e-02 1.234e-02 2.285e-02 2.329e-02 2.705e-02 3.296e-02 4.454e-02 5.298e-02 6.282e-02 6.922e-02 7.466e-02 7.786e-02 8.044e-02 7.372e-02 6.641e-02 5.984e-02 4.749e-02 3.576e-02 2.860e-02 2.045e-02 1.560e-02 1.094e-02 7.635e-03 4.772e-03 2.377e-03 1.904e-03 1.365e-03 5.176e-04 2.671e-10 5.488e-11 9.128e-11 4.576e-10 3.639e-11 1.045e-10 4.324e-11 2.510e-11 2.771e-11 2.445e-11 3.917e-11 2.015e-11 5.315e-11 2.019e-11 1.923e-11 1.805e-11 2.349e-11 1.773e-05 1.821e-11 +89 EP 5 1.461e-11 4.229e-11 3.295e-03 7.217e-03 3.454e-05 5.793e-03 7.778e-03 3.533e-03 8.704e-03 8.263e-03 9.658e-03 1.395e-02 7.796e-03 2.757e-04 4.362e-03 6.867e-07 1.048e-08 2.867e-09 1.706e-09 1.072e-03 4.799e-02 8.541e-02 1.340e-01 1.621e-01 1.698e-01 1.316e-01 9.179e-02 6.125e-02 3.367e-02 5.136e-08 3.063e-09 1.680e-09 1.503e-09 8.311e-10 6.373e-04 2.948e-06 7.335e-10 7.926e-08 1.224e-06 3.176e-09 6.902e-10 5.702e-10 6.498e-10 4.460e-09 3.150e-10 2.553e-10 1.765e-10 1.089e-10 1.073e-10 3.347e-10 1.034e-10 1.015e-10 3.414e-11 4.624e-11 4.663e-11 2.830e-11 3.778e-11 2.720e-11 2.655e-11 1.992e-11 1.780e-11 1.229e-10 1.686e-11 2.002e-11 1.563e-11 1.823e-11 1.473e-11 1.487e-11 2.875e-11 1.464e-11 +89 EP 6 1.431e-11 4.549e-11 2.276e-10 3.172e-10 4.886e-10 7.554e-10 8.684e-10 5.380e-10 9.960e-07 1.012e-08 4.746e-05 4.601e-09 8.691e-08 2.944e-03 6.528e-05 7.321e-03 1.486e-02 2.435e-02 2.477e-02 3.600e-02 3.478e-02 4.629e-02 5.592e-02 6.080e-02 7.316e-02 7.887e-02 8.029e-02 8.506e-02 7.832e-02 7.085e-02 6.199e-02 4.802e-02 3.857e-02 2.395e-02 1.852e-02 1.046e-02 7.960e-03 5.352e-03 4.599e-03 2.603e-03 1.948e-03 4.644e-04 8.108e-04 3.858e-06 3.580e-10 1.286e-10 9.887e-11 7.868e-11 6.483e-11 3.430e-05 1.407e-05 3.764e-11 2.022e-11 3.322e-11 2.901e-11 1.704e-11 3.892e-11 3.178e-11 1.517e-11 1.551e-11 1.444e-11 2.301e-11 1.452e-11 1.435e-11 1.432e-11 1.431e-11 1.431e-11 1.431e-11 1.765e-11 1.431e-11 +89 EP 7 4.144e-11 9.217e-03 7.255e-09 1.469e-01 8.280e-01 1.868e-07 1.816e-08 1.297e-08 6.615e-09 1.884e-08 3.737e-09 3.882e-03 2.107e-09 5.880e-07 3.889e-09 2.039e-09 9.945e-09 6.524e-07 2.226e-09 6.510e-09 1.936e-09 5.921e-04 6.013e-09 4.426e-04 2.523e-04 4.675e-03 1.918e-06 2.376e-03 1.966e-03 1.573e-05 3.983e-06 3.991e-04 2.573e-09 2.671e-06 5.150e-09 9.021e-10 6.375e-10 7.352e-04 2.553e-04 3.372e-04 4.092e-10 3.730e-10 4.965e-10 4.029e-10 3.038e-10 3.616e-10 1.099e-10 8.077e-11 1.070e-10 1.091e-10 8.605e-11 7.023e-11 4.839e-11 6.135e-11 5.022e-11 4.513e-11 5.223e-11 4.679e-11 4.408e-11 4.288e-11 4.210e-11 5.075e-11 4.188e-11 4.221e-11 4.153e-11 4.271e-11 4.144e-11 4.145e-11 4.326e-11 4.144e-11 +89 EP 8 1.889e-11 8.140e-11 3.435e-06 2.301e-02 2.683e-02 2.501e-02 7.227e-09 3.619e-09 9.234e-07 5.358e-09 4.056e-09 1.040e-08 3.320e-09 4.023e-09 8.296e-02 2.151e-01 2.921e-01 2.098e-01 7.122e-02 9.510e-03 6.034e-09 4.125e-09 2.855e-09 1.204e-02 1.794e-02 3.018e-03 7.967e-09 5.484e-03 3.960e-06 1.040e-08 2.256e-09 1.172e-09 2.282e-07 8.514e-10 5.079e-06 1.140e-09 3.328e-09 5.955e-03 3.976e-06 6.143e-09 1.019e-09 4.084e-10 9.399e-10 1.191e-08 3.335e-10 2.781e-10 1.146e-10 1.023e-10 2.317e-10 1.557e-10 2.276e-10 1.687e-10 3.264e-11 3.915e-11 7.474e-11 3.191e-11 3.690e-11 2.742e-11 2.277e-11 2.262e-11 2.043e-11 3.599e-11 2.011e-11 2.074e-11 1.931e-11 2.157e-11 1.892e-11 1.900e-11 2.562e-11 1.890e-11 +89 EP 9 2.740e-11 3.454e-10 1.409e-08 3.109e-09 6.203e-09 7.644e-09 2.444e-08 3.907e-01 4.666e-01 9.774e-02 1.006e-08 1.075e-02 4.751e-03 5.887e-09 4.426e-09 1.216e-08 9.952e-09 4.214e-09 8.919e-03 1.162e-02 2.926e-09 1.132e-06 4.965e-09 1.537e-08 1.385e-08 1.004e-03 2.964e-03 3.282e-03 9.803e-04 7.270e-09 1.788e-09 3.613e-09 7.418e-09 9.881e-08 2.397e-09 2.168e-09 2.391e-04 7.485e-10 2.522e-09 8.560e-10 4.755e-04 7.470e-10 2.759e-10 4.320e-10 1.476e-10 2.232e-10 7.222e-11 7.214e-11 1.586e-05 9.828e-11 7.599e-11 5.824e-11 3.411e-11 4.017e-11 3.807e-11 3.204e-11 3.831e-11 3.321e-11 2.969e-11 2.919e-11 2.817e-11 3.758e-11 2.795e-11 2.823e-11 2.752e-11 2.895e-11 2.740e-11 2.742e-11 2.964e-11 2.740e-11 +89 EP 10 4.351e-11 2.036e-09 4.838e-06 4.394e-09 7.083e-07 9.027e-01 8.504e-02 1.241e-08 3.088e-08 6.850e-09 1.250e-08 1.557e-08 2.980e-09 1.297e-08 3.494e-09 7.439e-09 7.933e-09 8.028e-09 3.409e-09 1.016e-08 3.502e-09 5.559e-09 6.272e-09 2.195e-03 6.046e-08 1.958e-03 4.474e-03 4.974e-08 1.042e-03 5.083e-06 3.821e-09 1.176e-04 1.297e-03 5.589e-09 8.263e-06 7.490e-10 1.107e-09 7.212e-10 8.356e-10 8.849e-04 5.438e-10 5.187e-10 2.214e-08 2.042e-05 2.835e-04 2.246e-10 1.215e-10 9.763e-11 1.085e-10 1.184e-10 8.577e-11 8.531e-11 5.141e-11 6.068e-11 5.375e-11 4.794e-11 5.616e-11 4.982e-11 4.617e-11 4.516e-11 4.418e-11 5.311e-11 4.415e-11 4.421e-11 4.358e-11 4.442e-11 4.351e-11 4.352e-11 4.558e-11 4.351e-11 +89 EP 11 9.711e-12 1.944e-11 2.208e-03 6.060e-03 6.793e-03 4.249e-03 3.911e-03 5.553e-03 4.464e-03 6.427e-03 7.394e-03 7.282e-03 1.259e-02 1.168e-02 1.273e-02 1.358e-02 1.614e-02 1.746e-02 2.098e-02 2.635e-02 1.808e-02 1.543e-02 1.549e-02 1.285e-02 1.971e-02 4.500e-02 6.265e-02 7.446e-02 8.777e-02 9.671e-02 9.094e-02 8.106e-02 6.324e-02 5.298e-02 3.533e-02 2.646e-02 1.597e-02 7.005e-06 3.284e-06 1.263e-09 1.686e-09 3.017e-10 7.472e-10 4.012e-10 3.299e-10 2.625e-10 1.637e-10 1.567e-10 1.286e-10 1.405e-10 1.664e-10 9.534e-11 3.097e-11 5.265e-11 5.101e-11 2.628e-11 5.165e-11 2.120e-11 1.759e-11 1.726e-11 1.510e-11 1.031e-10 1.375e-11 1.392e-11 1.147e-11 1.551e-11 9.910e-12 9.889e-12 3.344e-11 9.711e-12 +89 EP 12 2.797e-11 5.077e-02 3.909e-01 4.849e-01 4.533e-02 7.183e-08 1.347e-02 5.148e-09 1.127e-08 9.627e-08 6.627e-09 1.277e-05 5.890e-09 1.027e-03 2.559e-09 1.881e-09 4.256e-09 7.039e-09 4.540e-09 3.681e-03 2.568e-09 1.641e-03 1.834e-05 4.118e-09 1.745e-04 2.278e-09 3.616e-05 1.924e-03 2.806e-09 2.247e-03 2.130e-03 1.504e-04 1.032e-09 6.567e-10 8.616e-04 1.630e-04 1.523e-09 2.928e-10 4.961e-04 2.752e-10 4.099e-10 1.764e-10 2.269e-05 1.063e-04 6.427e-10 2.170e-10 6.680e-11 5.166e-11 6.923e-11 1.081e-10 5.734e-11 4.452e-11 3.319e-11 3.650e-11 3.429e-11 3.057e-11 3.495e-11 3.129e-11 2.945e-11 2.881e-11 2.831e-11 3.364e-11 2.830e-11 2.828e-11 2.799e-11 2.837e-11 2.797e-11 2.797e-11 2.909e-11 2.797e-11 +89 EP 13 2.486e-11 2.347e-10 7.479e-09 3.719e-09 4.323e-09 4.916e-09 5.305e-09 3.255e-09 1.184e-01 4.560e-01 3.411e-01 5.220e-02 5.061e-08 5.637e-03 1.022e-08 2.361e-08 5.329e-03 6.453e-09 1.360e-08 7.902e-09 2.500e-08 6.694e-09 2.932e-09 7.427e-03 5.069e-03 7.162e-03 1.124e-08 3.251e-08 1.482e-08 1.266e-06 9.004e-07 2.315e-09 9.929e-10 4.198e-09 1.509e-09 9.193e-04 1.155e-06 6.709e-10 6.290e-04 4.707e-09 7.179e-10 1.268e-06 1.151e-09 6.216e-10 1.876e-10 2.254e-10 6.088e-11 6.913e-11 5.502e-05 5.324e-05 8.058e-11 5.881e-11 3.197e-11 3.957e-11 3.746e-11 2.939e-11 3.823e-11 3.105e-11 2.791e-11 2.646e-11 2.561e-11 3.324e-11 2.540e-11 2.563e-11 2.498e-11 2.634e-11 2.486e-11 2.489e-11 2.714e-11 2.486e-11 +89 EP 14 1.886e-11 1.061e-10 8.421e-03 3.339e-07 6.130e-09 4.445e-09 4.617e-08 4.099e-09 3.765e-09 1.745e-08 2.376e-09 3.167e-08 1.695e-01 3.531e-01 2.796e-01 1.333e-01 3.345e-02 8.407e-07 3.075e-03 1.467e-07 5.842e-09 7.397e-04 2.169e-09 4.798e-09 1.591e-06 3.787e-06 1.117e-02 2.251e-07 9.617e-09 7.018e-03 4.357e-09 9.115e-10 1.137e-06 9.269e-10 4.811e-06 1.591e-09 1.531e-09 7.825e-07 2.257e-04 6.594e-08 3.103e-08 4.295e-04 7.173e-10 7.405e-10 2.057e-10 2.036e-10 5.949e-11 1.139e-10 1.481e-10 8.709e-11 1.251e-10 6.727e-11 2.778e-11 3.517e-11 3.210e-11 2.443e-11 4.668e-11 3.291e-11 2.166e-11 2.151e-11 1.985e-11 2.856e-11 1.955e-11 1.995e-11 1.906e-11 2.170e-11 1.887e-11 1.892e-11 2.239e-11 1.886e-11 +89 EP 15 1.350e-11 2.302e-10 8.241e-03 1.369e-09 1.076e-09 1.219e-09 4.880e-09 4.930e-03 1.269e-02 2.572e-02 3.658e-02 4.943e-02 6.537e-02 6.596e-02 7.901e-02 8.683e-02 8.150e-02 8.487e-02 7.856e-02 6.397e-02 6.436e-02 5.083e-02 4.116e-02 3.355e-02 2.544e-02 1.611e-02 1.257e-02 6.044e-03 6.286e-03 2.852e-09 2.510e-09 7.125e-08 4.852e-10 9.443e-10 6.076e-10 3.523e-10 3.203e-10 1.096e-10 1.542e-10 1.105e-10 9.622e-11 7.261e-11 5.981e-11 8.106e-11 6.966e-11 4.252e-11 2.438e-11 2.308e-11 2.649e-11 6.636e-11 2.217e-11 2.735e-11 1.506e-11 1.846e-11 1.504e-11 1.383e-11 3.817e-11 1.460e-11 1.355e-11 1.358e-11 1.356e-11 1.395e-11 1.352e-11 1.351e-11 1.350e-11 1.350e-11 1.350e-11 1.350e-11 1.353e-11 1.350e-11 +89 EP 16 5.858e-11 6.707e-11 2.164e-10 2.839e-10 2.508e-10 3.967e-10 4.538e-10 3.989e-10 5.389e-10 1.248e-09 5.290e-10 8.961e-10 1.344e-09 4.580e-10 3.102e-04 3.340e-09 1.485e-09 1.274e-09 1.405e-05 2.666e-09 1.734e-03 5.182e-08 3.787e-09 1.587e-09 3.453e-03 8.563e-05 7.241e-03 5.961e-03 4.607e-03 6.838e-09 1.240e-03 9.070e-08 3.150e-09 3.429e-09 9.915e-07 4.406e-03 9.454e-03 1.874e-02 3.413e-02 5.264e-02 7.004e-02 7.542e-02 8.287e-02 7.801e-02 7.672e-02 7.486e-02 7.181e-02 6.621e-02 5.840e-02 4.546e-02 3.672e-02 3.343e-02 2.261e-02 1.849e-02 1.236e-02 1.060e-02 8.319e-03 4.276e-03 3.281e-03 1.933e-03 1.406e-03 5.858e-04 8.201e-04 2.929e-04 6.444e-04 1.757e-04 1.172e-04 5.858e-05 7.462e-11 5.858e-05 +89 EP 17 2.633e-11 1.830e-10 9.007e-07 6.180e-09 8.042e-09 8.653e-09 5.100e-09 6.784e-09 4.746e-09 1.048e-08 2.021e-01 4.753e-01 2.815e-01 2.611e-02 1.430e-08 6.287e-09 1.132e-02 6.125e-05 1.005e-08 1.971e-07 6.179e-09 5.127e-08 2.157e-09 3.073e-03 2.705e-06 1.564e-07 2.286e-07 6.682e-07 8.370e-08 9.688e-09 1.031e-06 1.703e-09 2.651e-09 1.907e-09 2.165e-09 2.255e-09 1.450e-09 2.328e-09 1.491e-04 6.189e-10 9.189e-10 7.338e-10 9.718e-10 4.453e-04 2.932e-10 2.757e-05 7.023e-11 1.021e-10 1.613e-10 1.045e-10 1.217e-10 6.344e-11 3.552e-11 4.153e-11 4.048e-11 3.210e-11 4.264e-11 3.490e-11 3.036e-11 2.940e-11 2.785e-11 3.594e-11 2.706e-11 2.744e-11 2.653e-11 3.050e-11 2.634e-11 2.638e-11 3.007e-11 2.633e-11 +89 EP 18 1.576e-11 5.632e-11 8.391e-03 2.084e-07 1.325e-07 6.449e-09 3.531e-07 1.333e-08 3.639e-04 4.072e-09 7.762e-09 6.348e-07 9.867e-09 2.429e-08 6.594e-09 1.967e-09 1.054e-05 8.198e-02 1.971e-01 2.331e-01 2.013e-01 1.540e-01 9.208e-02 3.167e-02 6.105e-08 1.282e-07 2.720e-09 1.159e-06 5.756e-06 8.420e-06 1.572e-09 1.508e-09 3.582e-05 9.131e-10 1.280e-09 3.899e-09 7.352e-10 1.421e-09 2.421e-06 7.664e-09 6.657e-10 4.131e-10 5.536e-10 3.268e-09 4.212e-10 1.725e-10 1.917e-10 1.127e-10 2.178e-10 3.985e-10 7.783e-11 9.685e-11 3.145e-11 3.517e-11 4.726e-11 2.550e-11 3.401e-11 2.291e-11 1.975e-11 2.110e-11 1.746e-11 4.867e-11 1.753e-11 1.911e-11 1.642e-11 1.840e-11 1.581e-11 1.594e-11 2.786e-11 1.578e-11 +89 EP 19 1.205e-11 3.568e-10 4.685e-02 1.037e-01 1.121e-01 1.223e-01 1.253e-01 1.192e-01 9.791e-02 7.529e-02 5.832e-02 4.585e-02 3.267e-02 2.718e-02 1.755e-02 8.618e-03 5.719e-03 2.855e-07 5.365e-09 1.546e-09 4.551e-10 3.134e-10 3.315e-10 2.493e-10 2.883e-10 4.403e-09 4.055e-10 8.411e-06 3.046e-10 3.557e-04 5.953e-04 1.951e-04 1.396e-10 2.112e-04 9.550e-10 3.146e-10 4.702e-10 4.240e-11 7.002e-11 4.936e-11 5.356e-11 3.178e-11 2.822e-11 3.775e-11 2.992e-11 2.619e-11 1.627e-11 1.597e-11 1.947e-11 2.284e-11 1.520e-11 1.541e-11 1.254e-11 1.600e-11 1.250e-11 1.218e-11 1.521e-11 1.237e-11 1.209e-11 1.206e-11 1.207e-11 1.227e-11 1.206e-11 1.205e-11 1.205e-11 1.205e-11 1.205e-11 1.205e-11 1.205e-11 1.205e-11 +89 EP 20 1.566e-11 4.731e-11 1.152e-03 7.148e-03 6.366e-03 4.767e-03 6.799e-03 1.065e-02 1.388e-02 1.691e-02 2.038e-02 2.326e-02 2.360e-02 2.705e-02 2.451e-02 2.925e-02 2.918e-02 3.241e-02 3.049e-02 3.137e-02 3.342e-02 3.905e-02 4.302e-02 4.664e-02 4.532e-02 4.968e-02 5.138e-02 5.264e-02 4.989e-02 5.024e-02 4.175e-02 3.717e-02 3.052e-02 2.304e-02 1.975e-02 1.525e-02 9.572e-03 8.187e-03 5.662e-03 3.715e-03 1.755e-03 1.114e-03 1.283e-03 2.502e-04 1.151e-04 9.893e-10 1.616e-04 3.218e-05 1.453e-04 2.330e-10 8.581e-11 5.049e-05 3.105e-11 2.145e-05 3.060e-11 2.235e-11 2.243e-11 1.967e-11 1.806e-11 1.712e-11 1.697e-11 2.901e-11 1.785e-11 1.632e-11 1.570e-11 1.617e-11 1.566e-11 1.566e-11 1.577e-11 1.566e-11 +89 TP 1 1.466e-01 3.050e-02 2.619e-02 5.177e-07 4.393e-02 6.291e-04 3.898e-02 6.147e-02 8.119e-02 4.872e-02 5.045e-02 6.185e-02 6.050e-02 6.084e-02 2.045e-02 1.049e-09 5.637e-02 5.629e-02 3.373e-02 1.213e-01 +89 TP 2 1.036e-02 3.995e-01 2.435e-07 3.356e-10 2.445e-05 9.285e-10 2.515e-02 1.065e-02 9.205e-03 1.463e-02 1.019e-09 2.398e-02 7.829e-03 9.217e-03 6.105e-02 1.702e-07 1.002e-02 5.265e-03 3.884e-01 2.473e-02 +89 TP 3 1.165e-06 2.075e-10 1.380e-01 5.583e-01 1.378e-05 1.741e-01 6.432e-10 1.153e-03 9.878e-04 1.829e-09 1.451e-03 3.599e-10 7.750e-04 1.082e-02 5.388e-10 8.685e-02 5.460e-03 2.205e-02 2.279e-10 4.148e-10 +89 TP 4 1.562e-02 2.997e-10 1.067e-01 3.696e-09 1.601e-01 2.087e-09 6.905e-03 8.056e-02 2.434e-02 7.936e-03 3.605e-01 8.116e-03 2.814e-02 5.839e-02 6.082e-10 5.011e-03 3.929e-02 9.842e-02 2.292e-10 5.321e-10 +89 TP 5 1.634e-02 6.366e-03 9.060e-02 3.089e-02 2.793e-01 2.040e-03 1.521e-02 5.970e-02 2.282e-02 1.581e-02 1.618e-01 2.217e-02 2.594e-02 4.053e-02 7.740e-03 2.450e-02 2.540e-02 8.063e-02 1.687e-02 5.544e-02 +89 TP 6 4.648e-02 5.983e-03 9.512e-10 1.932e-09 8.773e-02 1.200e-01 4.610e-02 8.070e-02 6.388e-02 3.932e-02 8.154e-03 6.288e-02 7.087e-02 9.093e-02 2.801e-02 4.179e-10 6.215e-02 8.782e-02 2.347e-02 7.557e-02 +89 TP 7 7.037e-02 4.327e-02 1.898e-02 1.017e-07 5.360e-02 7.907e-09 1.570e-01 3.791e-02 6.678e-02 8.192e-02 3.196e-02 4.754e-02 5.966e-02 6.186e-02 2.607e-02 9.867e-04 4.709e-02 5.378e-02 3.034e-02 1.109e-01 +89 TP 8 2.186e-02 6.044e-03 5.993e-02 1.594e-02 7.933e-02 4.289e-05 1.692e-02 2.054e-01 4.226e-02 1.809e-02 9.082e-02 3.414e-02 4.440e-02 6.757e-02 4.264e-04 6.760e-03 4.936e-02 1.276e-01 1.624e-02 9.687e-02 +89 TP 9 4.435e-02 2.062e-02 3.075e-02 2.865e-09 4.895e-02 9.987e-03 4.020e-02 5.594e-02 1.690e-01 3.896e-02 5.809e-02 6.136e-02 6.973e-02 8.219e-02 2.167e-02 1.378e-03 5.816e-02 5.953e-02 2.729e-02 1.018e-01 +89 TP 10 8.375e-02 3.080e-02 1.687e-02 7.227e-07 4.288e-02 8.311e-03 6.835e-02 3.458e-02 7.477e-02 1.300e-01 4.883e-02 6.137e-02 6.308e-02 6.082e-02 4.545e-02 1.219e-04 5.289e-02 4.996e-02 1.570e-02 1.114e-01 +89 TP 11 1.155e-02 7.267e-04 1.047e-01 9.108e-02 7.989e-02 5.091e-02 4.370e-03 4.195e-02 1.306e-02 7.429e-03 4.123e-01 1.238e-02 1.985e-02 3.315e-02 1.174e-09 4.894e-02 1.970e-02 4.753e-02 1.218e-09 4.868e-04 +89 TP 12 6.279e-02 8.974e-03 1.157e-02 9.637e-10 3.938e-02 1.386e-08 6.919e-02 4.441e-02 6.398e-02 5.636e-02 3.990e-02 2.306e-01 5.825e-02 4.926e-02 4.068e-02 5.593e-07 4.102e-02 5.014e-02 9.718e-03 1.238e-01 +89 TP 13 4.746e-02 1.071e-02 2.774e-02 2.483e-09 4.721e-02 2.503e-05 3.503e-02 6.038e-02 4.630e-02 3.491e-02 6.521e-02 5.598e-02 1.641e-01 8.238e-02 4.303e-02 2.125e-03 6.760e-02 6.089e-02 3.514e-02 1.138e-01 +89 TP 14 3.503e-02 8.550e-03 4.601e-02 1.988e-03 6.500e-02 9.221e-04 2.641e-02 8.434e-02 5.290e-02 2.499e-02 8.987e-02 3.782e-02 6.028e-02 1.842e-01 2.636e-02 2.996e-03 6.041e-02 8.015e-02 1.396e-02 9.780e-02 +89 TP 15 2.339e-02 5.476e-02 4.543e-10 4.109e-10 1.035e-06 9.573e-08 2.299e-02 8.274e-03 1.838e-02 1.755e-02 2.299e-05 3.770e-02 2.850e-02 1.830e-02 4.315e-01 1.524e-10 1.604e-02 1.930e-02 2.156e-01 8.772e-02 +89 TP 16 4.024e-10 1.197e-10 5.089e-02 5.316e-01 2.228e-02 8.448e-02 1.793e-10 7.389e-03 1.238e-09 5.113e-10 4.151e-09 1.484e-10 1.937e-03 6.751e-03 4.638e-10 2.705e-01 1.269e-09 2.424e-02 2.020e-10 3.959e-10 +89 TP 17 3.759e-02 7.344e-03 3.981e-02 1.252e-09 4.481e-02 4.518e-09 3.082e-02 7.394e-02 5.830e-02 2.904e-02 7.623e-02 4.634e-02 5.292e-02 1.008e-01 2.109e-02 2.495e-03 1.552e-01 7.371e-02 3.631e-02 1.132e-01 +89 TP 18 2.802e-02 7.643e-03 6.921e-02 1.878e-02 1.064e-01 5.554e-06 1.929e-02 8.382e-02 3.523e-02 2.292e-02 9.509e-02 3.022e-02 3.632e-02 6.573e-02 1.096e-02 1.080e-02 3.802e-02 2.214e-01 7.002e-09 1.001e-01 +89 TP 19 1.494e-09 1.079e-01 3.798e-10 5.027e-10 1.014e-02 3.234e-03 1.426e-08 1.970e-09 3.011e-04 1.580e-03 5.287e-03 5.594e-10 1.232e-02 5.186e-09 2.617e-01 2.531e-10 9.204e-03 2.159e-04 5.273e-01 6.084e-02 +89 TP 20 2.219e-03 3.035e-10 5.551e-04 1.255e-01 5.914e-09 7.169e-01 1.606e-09 3.291e-03 9.071e-03 2.108e-09 4.783e-04 5.325e-10 1.119e-02 1.389e-02 1.054e-01 5.236e-10 1.152e-02 3.423e-06 1.064e-09 1.118e-08 +90 IP 1 2.048e-02 +90 IP 2 1.078e-08 +90 IP 3 1.222e-07 +90 IP 4 4.469e-03 +90 IP 5 1.348e-08 +90 IP 6 1.020e-04 +90 IP 7 6.555e-09 +90 IP 8 6.536e-09 +90 IP 9 3.623e-02 +90 IP 10 5.863e-08 +90 IP 11 9.013e-09 +90 IP 12 3.680e-02 +90 IP 13 1.608e-08 +90 IP 14 1.931e-02 +90 IP 15 3.000e-01 +90 IP 16 3.450e-01 +90 IP 17 4.555e-08 +90 IP 18 2.376e-01 +90 IP 19 2.683e-08 +90 EP 1 1.187e-11 1.911e-11 1.882e-03 3.976e-03 2.991e-03 3.987e-03 3.083e-03 2.925e-03 2.428e-03 3.925e-03 6.363e-03 6.065e-03 9.006e-03 8.393e-03 9.415e-03 9.427e-03 8.944e-03 1.277e-02 1.656e-02 2.083e-02 2.409e-02 2.711e-02 2.885e-02 3.112e-02 3.288e-02 3.524e-02 3.631e-02 3.713e-02 3.991e-02 4.271e-02 4.161e-02 4.561e-02 4.856e-02 5.100e-02 4.731e-02 4.662e-02 4.604e-02 4.157e-02 3.566e-02 3.255e-02 2.846e-02 2.066e-02 1.335e-02 1.166e-02 7.022e-03 5.426e-03 4.135e-03 2.446e-03 1.521e-03 3.780e-04 3.387e-09 3.731e-10 3.383e-10 6.936e-11 1.051e-04 6.059e-11 1.896e-10 1.493e-05 1.447e-10 1.019e-10 3.101e-11 7.679e-11 6.290e-11 4.401e-11 2.365e-11 1.962e-11 1.246e-11 1.125e-05 5.216e-11 3.211e-11 +90 EP 2 2.311e-11 3.585e-11 2.956e-10 2.446e-10 7.879e-10 3.824e-10 8.787e-10 7.855e-10 5.488e-10 6.775e-10 6.833e-10 4.215e-06 6.549e-10 9.565e-10 5.443e-09 1.346e-09 1.523e-09 6.991e-10 2.143e-09 7.964e-10 1.188e-09 6.301e-10 7.375e-10 2.150e-06 8.296e-09 4.038e-03 2.362e-03 2.243e-08 2.360e-09 2.604e-09 1.566e-09 3.212e-03 8.532e-03 3.149e-02 6.891e-02 8.555e-02 1.032e-01 1.301e-01 1.263e-01 1.059e-01 9.278e-02 7.091e-02 5.578e-02 3.872e-02 2.801e-02 1.756e-02 1.064e-02 9.375e-03 3.157e-03 2.765e-03 2.188e-09 7.323e-04 2.296e-10 1.079e-10 1.487e-10 1.224e-10 6.905e-11 7.357e-11 9.275e-11 4.917e-11 8.615e-11 6.353e-11 3.688e-11 1.228e-10 4.391e-11 3.450e-11 1.084e-10 1.456e-10 2.732e-11 3.895e-11 +90 EP 3 1.160e-11 3.948e-11 2.560e-03 3.620e-09 2.109e-08 4.807e-03 1.657e-09 2.991e-03 3.785e-04 1.109e-08 5.711e-04 2.335e-06 3.205e-03 1.658e-09 1.114e-08 2.298e-09 1.472e-09 9.892e-06 4.046e-02 1.308e-01 1.659e-01 1.859e-01 1.624e-01 1.272e-01 8.791e-02 5.604e-02 2.714e-02 1.817e-04 4.063e-09 1.162e-09 5.161e-07 5.362e-08 1.428e-04 3.236e-07 1.100e-04 9.735e-10 1.245e-03 8.835e-08 8.500e-10 4.122e-07 1.364e-09 5.867e-10 2.300e-10 3.201e-10 2.519e-10 2.811e-10 8.959e-11 1.085e-10 7.444e-11 8.210e-11 1.338e-10 3.161e-10 3.662e-11 2.217e-11 2.519e-11 2.115e-11 2.143e-11 4.058e-11 6.856e-11 2.003e-11 2.271e-11 2.034e-11 1.346e-11 2.888e-11 1.744e-11 1.205e-11 1.704e-11 1.739e-11 1.264e-11 1.196e-11 +90 EP 4 2.107e-11 1.399e-10 1.084e-02 5.671e-04 9.611e-09 3.100e-08 6.099e-09 8.498e-09 7.884e-09 5.711e-09 3.816e-09 2.851e-09 4.180e-02 2.412e-01 3.544e-01 2.436e-01 8.608e-02 6.559e-04 4.292e-09 4.474e-09 1.049e-03 1.502e-02 1.224e-08 2.880e-09 1.311e-09 3.913e-09 2.437e-09 2.790e-08 3.037e-09 2.270e-09 2.303e-09 1.417e-09 7.144e-07 1.475e-09 1.151e-04 1.207e-09 3.258e-09 2.915e-03 4.746e-09 1.565e-03 1.572e-04 1.103e-09 2.135e-10 2.385e-10 2.022e-10 3.656e-10 9.188e-11 9.273e-11 8.669e-11 5.418e-11 1.166e-10 1.143e-10 4.251e-11 4.361e-11 4.478e-11 3.085e-11 3.830e-11 6.626e-11 4.575e-11 2.701e-11 2.574e-11 3.087e-11 2.278e-11 7.067e-11 2.385e-11 2.144e-11 2.440e-11 2.604e-11 2.219e-11 2.149e-11 +90 EP 5 2.822e-11 8.496e-10 6.206e-08 5.212e-07 2.457e-09 1.299e-01 4.849e-01 3.617e-01 1.593e-02 1.082e-08 3.894e-03 6.341e-09 5.455e-09 7.024e-09 1.142e-08 4.245e-09 3.316e-09 1.300e-08 2.356e-09 3.320e-09 3.064e-09 7.165e-09 2.529e-09 1.236e-09 1.719e-09 8.468e-09 5.810e-09 1.608e-09 2.842e-05 1.945e-03 4.527e-09 1.078e-09 2.641e-09 9.197e-04 1.473e-08 1.064e-09 7.086e-04 1.421e-09 4.783e-07 1.666e-09 6.263e-10 8.610e-10 2.329e-10 1.330e-10 9.948e-11 1.687e-10 8.646e-11 7.455e-11 5.784e-11 5.714e-11 1.056e-10 1.878e-05 4.347e-11 6.332e-11 3.846e-11 3.777e-11 3.517e-11 4.023e-11 5.982e-11 3.112e-11 3.062e-11 3.301e-11 2.933e-11 3.751e-11 3.106e-11 2.833e-11 3.407e-11 3.000e-11 2.851e-11 2.845e-11 +90 EP 6 2.614e-11 5.315e-08 1.634e-09 4.524e-07 4.463e-01 4.373e-01 1.069e-01 1.929e-08 8.034e-09 6.026e-03 4.387e-09 1.603e-06 6.890e-09 2.180e-03 3.049e-09 8.153e-07 2.406e-09 1.385e-06 4.324e-05 1.151e-09 2.714e-09 1.691e-06 2.513e-09 1.321e-09 1.385e-09 1.507e-09 9.685e-09 4.131e-09 2.057e-09 4.220e-06 1.131e-09 2.784e-09 1.308e-09 2.718e-07 3.211e-08 1.168e-03 4.075e-10 1.345e-09 9.692e-10 4.397e-10 5.491e-09 2.109e-10 1.542e-10 2.066e-10 1.631e-10 2.230e-10 6.102e-11 7.037e-11 4.990e-11 4.232e-11 6.060e-11 1.215e-10 3.972e-11 4.872e-05 3.608e-11 3.166e-11 3.119e-11 3.879e-11 4.650e-11 2.843e-11 2.797e-11 2.969e-11 2.703e-11 3.306e-11 2.855e-11 2.622e-11 2.749e-11 2.727e-11 2.638e-11 2.636e-11 +90 EP 7 6.139e-11 7.387e-11 6.011e-10 2.979e-10 9.628e-10 4.703e-10 6.079e-10 4.742e-10 1.516e-09 5.495e-10 5.889e-10 2.611e-04 6.061e-10 8.049e-10 5.770e-09 1.642e-09 1.987e-09 1.218e-09 8.313e-04 7.049e-10 1.257e-09 8.199e-10 8.603e-10 9.711e-04 1.429e-03 1.432e-03 2.330e-09 1.437e-09 1.958e-03 8.942e-04 2.048e-04 3.584e-05 7.930e-03 2.709e-08 2.611e-09 2.718e-09 6.641e-09 3.154e-09 1.858e-04 3.211e-02 3.645e-02 6.832e-02 8.853e-02 8.929e-02 9.627e-02 9.612e-02 8.526e-02 6.925e-02 7.185e-02 5.735e-02 4.749e-02 3.473e-02 2.789e-02 2.358e-02 1.616e-02 1.387e-02 8.348e-03 5.754e-03 5.586e-03 2.578e-03 2.026e-03 1.780e-03 1.350e-03 5.619e-04 7.366e-04 4.297e-04 6.759e-05 1.487e-10 6.139e-05 6.139e-05 +90 EP 8 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.029e-08 1.030e-08 1.029e-08 1.029e-08 1.029e-08 1.030e-08 1.031e-08 1.029e-08 1.030e-08 1.029e-08 1.088e-08 1.077e-08 2.486e-02 7.966e-02 7.207e-02 2.483e-02 2.771e-02 4.116e-02 9.212e-02 1.029e-01 9.261e-02 9.258e-02 5.104e-02 6.175e-02 7.204e-02 5.145e-02 7.203e-02 3.087e-02 1.030e-02 1.029e-08 1.029e-08 1.029e-08 1.030e-08 1.029e-08 1.030e-08 1.029e-08 1.029e-08 1.029e-08 +90 EP 9 1.510e-11 6.650e-11 5.535e-03 2.547e-02 1.108e-02 4.292e-03 6.623e-03 2.981e-04 5.357e-03 2.313e-04 1.287e-07 2.440e-09 1.613e-08 1.484e-09 1.011e-03 9.512e-02 2.050e-01 2.547e-01 2.078e-01 1.123e-01 5.909e-02 1.544e-04 5.755e-09 3.725e-09 1.907e-09 8.484e-09 9.681e-09 3.407e-03 9.360e-09 9.475e-10 1.561e-08 1.497e-09 1.372e-03 1.013e-09 1.162e-03 1.209e-09 2.438e-08 4.776e-09 5.183e-10 2.688e-05 1.836e-09 5.297e-10 2.640e-10 2.202e-10 2.688e-10 2.272e-10 9.324e-11 1.193e-10 1.103e-10 5.766e-11 1.260e-10 1.619e-10 3.966e-11 3.593e-11 3.406e-11 2.523e-11 6.544e-11 3.350e-11 3.785e-11 2.637e-11 2.400e-11 3.323e-11 1.735e-11 4.040e-11 1.812e-11 1.557e-11 1.848e-11 2.174e-11 1.754e-11 1.559e-11 +90 EP 10 1.454e-11 6.247e-11 4.970e-07 3.555e-08 6.090e-03 4.655e-03 1.158e-02 1.352e-02 2.092e-02 2.689e-02 3.247e-02 3.314e-02 3.028e-02 3.442e-02 3.305e-02 3.299e-02 2.843e-02 2.847e-02 2.742e-02 2.798e-02 3.004e-02 3.226e-02 3.489e-02 3.841e-02 4.565e-02 4.171e-02 4.826e-02 4.981e-02 4.632e-02 4.643e-02 4.033e-02 3.662e-02 3.056e-02 2.273e-02 2.094e-02 1.457e-02 9.513e-03 7.886e-03 4.819e-03 1.913e-03 8.166e-04 1.187e-03 1.012e-03 7.897e-05 5.721e-04 2.914e-08 1.075e-09 5.359e-05 1.389e-08 6.162e-05 2.524e-04 6.078e-11 9.296e-06 1.216e-06 3.532e-11 3.472e-11 2.446e-11 4.180e-11 1.959e-11 2.580e-11 1.968e-11 2.091e-11 1.753e-11 2.836e-11 1.920e-11 1.466e-11 1.455e-11 1.455e-11 1.481e-11 1.499e-11 +90 EP 11 1.268e-11 2.778e-11 4.387e-10 5.453e-10 8.324e-10 8.895e-10 1.294e-07 9.276e-10 7.779e-07 1.617e-03 2.036e-06 4.978e-09 1.504e-03 2.936e-03 8.067e-04 7.753e-04 3.102e-03 1.709e-04 1.110e-05 4.946e-09 3.164e-03 5.605e-04 7.082e-06 1.289e-09 3.843e-04 3.532e-03 2.178e-02 4.586e-02 6.729e-02 9.082e-02 1.175e-01 1.297e-01 1.337e-01 1.230e-01 9.146e-02 7.396e-02 4.782e-02 2.096e-02 1.153e-02 5.744e-03 7.143e-09 1.967e-09 5.832e-10 1.009e-09 7.827e-10 4.236e-10 1.697e-10 7.181e-10 1.275e-10 1.500e-10 3.187e-04 1.338e-08 5.233e-11 3.178e-11 5.101e-11 3.876e-11 3.280e-11 3.357e-11 3.355e-11 1.966e-11 2.405e-11 2.430e-11 1.782e-11 1.073e-05 1.973e-11 1.431e-11 1.140e-05 6.581e-07 1.365e-11 1.355e-11 +90 EP 12 2.600e-11 2.176e-10 7.224e-07 6.683e-03 3.004e-09 1.278e-06 2.473e-09 4.280e-09 1.993e-06 2.485e-09 4.314e-03 3.442e-01 4.374e-01 2.005e-01 1.017e-07 7.666e-09 1.683e-08 3.754e-08 8.555e-04 3.774e-09 6.265e-09 3.189e-09 3.287e-07 2.810e-09 1.160e-09 2.700e-09 3.864e-09 3.057e-09 4.039e-09 1.499e-08 5.695e-03 2.318e-09 2.349e-08 1.582e-07 1.936e-08 7.208e-10 1.409e-09 3.125e-04 5.610e-07 1.140e-09 3.619e-09 5.424e-10 3.389e-10 3.159e-10 1.385e-10 1.456e-09 1.779e-10 1.174e-10 1.155e-10 5.675e-11 1.172e-10 1.916e-10 4.745e-11 7.014e-11 4.992e-11 3.619e-11 4.164e-11 4.632e-11 5.924e-11 3.083e-11 3.021e-11 3.409e-11 2.770e-11 5.970e-11 2.931e-11 2.632e-11 2.978e-11 3.074e-11 2.698e-11 2.638e-11 +90 EP 13 9.596e-12 3.118e-11 2.577e-04 5.984e-04 4.547e-03 2.460e-03 4.951e-03 3.337e-03 3.599e-03 3.768e-03 8.048e-03 8.301e-03 6.325e-03 8.548e-03 1.649e-02 1.460e-02 1.053e-02 1.853e-02 1.539e-02 1.967e-09 6.846e-08 1.217e-02 3.879e-02 7.152e-02 9.735e-02 1.198e-01 1.243e-01 1.220e-01 1.055e-01 7.731e-02 4.928e-02 3.190e-02 1.437e-02 5.118e-03 1.051e-04 6.701e-10 2.427e-06 1.352e-09 1.220e-08 1.157e-05 4.128e-09 5.963e-10 2.069e-10 1.253e-04 2.055e-10 2.417e-10 7.597e-11 1.130e-10 6.796e-11 5.788e-11 1.177e-10 1.755e-05 2.872e-11 1.876e-11 2.769e-11 2.624e-11 1.921e-11 3.288e-11 1.083e-10 1.344e-11 1.619e-11 2.084e-11 1.291e-11 2.830e-11 2.570e-11 1.011e-11 2.005e-11 1.631e-11 1.017e-11 1.030e-11 +90 EP 14 2.491e-11 3.284e-10 2.430e-08 5.125e-09 2.249e-09 3.213e-05 4.482e-09 2.185e-01 5.206e-01 2.244e-01 5.429e-03 1.076e-08 1.420e-02 1.329e-02 7.133e-09 1.253e-08 3.790e-09 5.232e-05 4.133e-09 4.014e-09 2.609e-09 3.608e-09 6.454e-09 3.201e-09 2.078e-09 2.667e-09 3.387e-09 2.909e-09 1.012e-08 4.590e-09 1.490e-09 5.740e-09 2.657e-09 4.276e-04 5.431e-09 2.438e-09 1.605e-07 2.885e-09 1.614e-03 7.448e-10 1.306e-03 5.231e-10 2.077e-10 1.438e-10 1.522e-10 1.007e-04 5.457e-10 7.958e-11 5.564e-11 4.890e-11 7.218e-11 1.731e-10 3.941e-11 5.048e-11 3.594e-11 3.456e-11 3.212e-11 3.720e-11 1.145e-10 2.814e-11 2.755e-11 2.970e-11 2.607e-11 3.642e-11 2.783e-11 2.508e-11 2.768e-11 2.705e-11 2.545e-11 2.519e-11 +90 EP 15 1.355e-11 1.531e-10 3.764e-04 6.442e-10 1.349e-09 9.770e-07 8.558e-08 1.834e-03 3.234e-04 6.764e-03 2.278e-02 2.964e-02 3.584e-02 4.082e-02 4.829e-02 5.512e-02 7.545e-02 8.569e-02 7.878e-02 7.422e-02 7.333e-02 7.039e-02 5.942e-02 4.984e-02 4.324e-02 3.518e-02 3.018e-02 2.450e-02 1.649e-02 1.224e-02 7.254e-03 7.543e-03 3.998e-03 1.751e-03 2.605e-03 2.118e-03 9.890e-04 7.540e-04 4.259e-04 8.416e-04 3.143e-04 6.436e-04 3.940e-10 1.098e-10 8.296e-11 2.611e-10 4.583e-11 4.433e-11 3.428e-11 2.204e-11 4.448e-11 2.109e-11 4.544e-11 2.961e-11 1.726e-11 1.729e-11 1.634e-11 1.642e-11 1.727e-11 1.452e-11 1.376e-11 1.375e-11 1.370e-11 1.514e-11 1.471e-11 1.355e-11 1.369e-11 1.355e-11 1.355e-11 1.357e-11 +90 EP 16 1.387e-11 4.670e-10 4.474e-02 8.644e-02 9.109e-02 1.017e-01 1.077e-01 1.003e-01 9.778e-02 8.095e-02 6.120e-02 5.562e-02 4.770e-02 3.613e-02 2.882e-02 2.170e-02 1.540e-02 9.462e-03 8.474e-03 4.673e-03 2.747e-06 1.338e-09 8.405e-10 7.200e-10 2.858e-10 2.423e-10 6.649e-10 3.421e-10 2.356e-10 1.977e-10 1.840e-10 2.754e-10 1.463e-10 2.666e-10 2.100e-10 2.110e-10 1.066e-10 2.225e-10 6.404e-11 6.808e-11 6.929e-11 8.691e-11 5.106e-11 3.400e-11 2.808e-11 3.930e-11 2.499e-11 2.880e-11 1.867e-11 1.671e-11 1.940e-11 1.548e-11 1.340e-05 5.105e-11 1.449e-11 1.440e-11 1.461e-11 1.433e-11 1.435e-11 1.419e-11 1.393e-11 1.392e-11 1.390e-11 1.396e-11 1.394e-11 1.387e-11 1.388e-11 1.387e-11 1.387e-11 1.387e-11 +90 EP 17 2.354e-11 4.317e-02 3.038e-01 4.957e-01 1.239e-01 2.491e-02 2.051e-05 1.705e-03 6.618e-06 3.260e-03 3.486e-09 6.559e-09 2.161e-09 2.466e-09 7.455e-04 4.927e-07 2.145e-09 3.476e-09 2.033e-05 1.747e-09 9.229e-06 4.896e-09 1.337e-09 8.966e-10 1.173e-09 2.284e-05 6.512e-09 1.783e-09 2.516e-08 1.803e-09 1.893e-09 2.334e-09 1.013e-03 2.442e-04 7.307e-04 4.936e-10 5.252e-10 6.304e-04 2.036e-08 1.232e-04 1.783e-05 1.296e-10 1.014e-10 1.283e-10 7.521e-11 7.996e-11 5.145e-11 6.763e-11 4.476e-11 4.016e-11 4.821e-11 9.679e-11 3.971e-11 4.493e-11 3.044e-11 2.905e-11 2.822e-11 3.204e-11 4.258e-11 2.562e-11 2.519e-11 2.671e-11 2.440e-11 2.961e-11 2.602e-11 2.359e-11 2.418e-11 2.435e-11 2.369e-11 2.371e-11 +90 EP 18 3.373e-11 2.301e-01 3.107e-01 2.218e-01 1.315e-01 6.188e-02 2.917e-02 1.464e-02 6.943e-09 1.353e-09 1.172e-09 1.482e-09 1.083e-09 1.107e-09 7.189e-10 6.399e-10 1.353e-09 1.838e-09 8.375e-10 6.579e-09 8.436e-10 7.674e-10 8.324e-10 3.508e-10 2.363e-10 2.764e-10 1.057e-04 4.353e-10 4.597e-10 5.965e-10 2.226e-10 2.392e-10 2.724e-10 1.677e-05 1.679e-04 1.508e-10 1.095e-10 3.393e-10 1.109e-10 8.341e-11 8.417e-11 7.376e-11 5.776e-11 4.699e-11 4.681e-11 6.423e-11 4.198e-11 4.856e-11 3.749e-11 3.630e-11 3.972e-11 3.868e-11 4.918e-11 5.292e-11 3.507e-11 3.440e-11 3.440e-11 3.472e-11 3.514e-11 3.397e-11 3.388e-11 3.400e-11 3.376e-11 3.408e-11 3.383e-11 3.373e-11 3.378e-11 3.373e-11 3.373e-11 3.374e-11 +90 EP 19 2.303e-11 2.188e-10 9.709e-03 2.218e-03 2.072e-09 7.358e-08 3.908e-09 2.840e-09 4.312e-08 2.859e-01 4.589e-01 1.608e-01 1.378e-02 8.945e-09 3.902e-02 1.557e-02 8.242e-03 4.783e-09 4.626e-09 4.469e-09 2.940e-09 3.251e-09 3.597e-03 3.486e-09 1.616e-09 2.075e-09 6.286e-09 2.522e-09 1.388e-09 5.785e-08 1.309e-08 1.882e-09 4.171e-08 2.287e-03 2.223e-09 7.003e-10 4.610e-05 1.063e-07 2.630e-09 5.583e-10 8.442e-10 2.805e-10 2.482e-10 2.065e-10 2.546e-10 4.377e-09 1.198e-10 9.536e-11 6.620e-11 4.723e-11 7.025e-11 1.576e-10 3.819e-11 4.686e-11 3.660e-11 3.422e-11 3.174e-11 3.580e-11 1.432e-10 2.637e-11 2.592e-11 2.878e-11 2.418e-11 3.637e-11 2.566e-11 2.322e-11 2.567e-11 2.593e-11 2.359e-11 2.330e-11 +90 TP 1 1.291e-09 3.062e-01 5.414e-02 4.778e-04 4.930e-10 6.431e-10 9.832e-02 1.212e-11 1.013e-02 5.319e-10 4.091e-01 9.703e-05 1.215e-01 1.501e-07 7.721e-10 2.354e-10 3.916e-10 1.954e-10 5.812e-09 +90 TP 2 1.687e-01 1.666e-01 1.207e-01 3.686e-02 1.004e-02 4.697e-03 2.558e-02 2.787e-11 7.322e-02 6.089e-10 1.651e-01 2.504e-02 1.621e-01 1.630e-02 1.001e-09 2.516e-10 2.832e-03 1.457e-10 2.223e-02 +90 TP 3 1.545e-01 2.373e-08 2.567e-01 5.589e-02 3.329e-02 3.300e-02 5.704e-03 1.178e-11 1.012e-01 7.846e-02 2.224e-02 4.019e-02 8.783e-02 3.832e-02 6.939e-10 3.139e-04 4.004e-02 7.149e-03 4.517e-02 +90 TP 4 1.057e-01 4.432e-03 9.002e-02 1.868e-01 4.322e-02 3.629e-02 4.761e-03 2.124e-11 1.169e-01 1.086e-01 1.922e-02 5.054e-02 3.278e-02 4.838e-02 1.469e-02 2.309e-02 4.424e-02 9.524e-03 6.080e-02 +90 TP 5 6.130e-02 5.307e-09 5.238e-02 5.243e-02 1.845e-01 4.929e-02 2.043e-04 2.870e-11 5.974e-02 1.610e-01 3.273e-03 4.917e-02 2.339e-02 7.947e-02 2.874e-02 2.055e-02 8.176e-02 2.802e-02 6.473e-02 +90 TP 6 5.202e-02 1.906e-03 5.076e-02 4.297e-02 6.798e-02 1.994e-01 5.078e-04 2.665e-11 4.776e-02 1.581e-01 1.036e-07 4.452e-02 2.412e-02 6.270e-02 4.052e-02 5.377e-02 6.263e-02 3.480e-02 5.561e-02 +90 TP 7 1.083e-09 3.737e-01 4.692e-02 4.051e-03 1.027e-09 2.255e-10 2.290e-01 6.254e-05 1.307e-02 6.177e-10 2.112e-01 1.884e-03 1.201e-01 6.328e-10 8.027e-10 2.594e-10 1.410e-10 1.277e-10 2.150e-09 +90 TP 8 1.094e-08 1.151e-08 1.042e-08 1.075e-08 1.031e-08 1.039e-08 1.048e-02 9.895e-01 1.065e-08 1.043e-08 1.045e-08 1.041e-08 1.045e-08 1.034e-08 1.049e-08 1.041e-08 1.037e-08 1.037e-08 1.041e-08 +90 TP 9 1.335e-01 8.884e-03 1.205e-01 6.848e-02 3.106e-02 2.923e-02 6.594e-03 1.541e-11 2.270e-01 9.351e-02 3.575e-02 5.057e-02 5.703e-02 3.881e-02 3.038e-06 7.360e-03 3.012e-02 1.286e-02 4.872e-02 +90 TP 10 1.732e-09 4.788e-02 1.153e-01 4.528e-09 1.254e-05 2.588e-09 3.898e-10 1.471e-11 7.140e-03 1.542e-09 2.076e-01 2.840e-08 3.845e-01 1.229e-02 2.252e-01 6.596e-10 5.946e-10 2.533e-10 1.429e-08 +90 TP 11 1.914e-01 6.884e-10 1.148e-01 6.022e-02 2.536e-02 2.413e-02 1.194e-02 1.292e-11 9.767e-02 1.122e-06 1.734e-01 4.472e-02 1.538e-01 3.335e-02 1.119e-09 3.214e-10 2.501e-02 6.145e-04 4.364e-02 +90 TP 12 9.851e-02 1.282e-09 7.176e-02 8.708e-02 4.890e-02 4.527e-02 3.277e-03 2.634e-11 9.685e-02 1.258e-01 9.747e-03 1.553e-01 3.257e-02 5.852e-02 1.476e-02 2.576e-02 4.644e-02 1.233e-02 6.713e-02 +90 TP 13 1.768e-01 6.210e-10 1.006e-01 5.010e-02 3.605e-02 3.638e-02 7.043e-03 9.759e-12 7.826e-02 7.238e-02 2.763e-05 4.341e-02 2.636e-01 4.119e-02 7.004e-10 1.536e-09 4.203e-02 4.892e-03 4.719e-02 +90 TP 14 7.052e-02 1.245e-09 5.276e-02 6.042e-02 5.493e-02 6.167e-02 2.425e-03 2.508e-11 5.970e-02 1.580e-01 1.738e-03 5.520e-02 2.656e-02 1.589e-01 3.853e-02 2.971e-02 7.129e-02 1.623e-02 8.140e-02 +90 TP 15 5.419e-10 9.891e-10 1.108e-04 4.056e-02 3.961e-02 4.725e-02 1.476e-10 1.373e-11 1.060e-02 7.083e-02 6.002e-05 3.601e-02 5.303e-07 4.542e-02 4.017e-01 1.714e-01 6.115e-02 3.195e-02 4.336e-02 +90 TP 16 4.106e-10 2.029e-10 4.169e-03 8.330e-03 3.059e-03 8.396e-03 1.940e-10 1.399e-11 1.380e-09 3.384e-06 6.925e-10 1.155e-02 5.709e-09 9.040e-03 2.598e-01 5.689e-01 8.370e-10 1.132e-01 1.358e-02 +90 TP 17 4.282e-02 2.735e-04 4.781e-02 4.070e-02 7.127e-02 9.084e-02 1.393e-04 2.373e-11 3.977e-02 1.819e-01 8.763e-04 3.299e-02 2.834e-02 6.079e-02 5.041e-02 4.702e-03 2.400e-01 1.455e-02 5.184e-02 +90 TP 18 4.272e-10 2.302e-10 8.052e-03 1.037e-02 2.682e-02 6.242e-02 6.936e-10 3.394e-11 1.395e-02 2.506e-02 5.229e-10 1.059e-02 1.276e-09 2.388e-02 3.181e-02 3.369e-01 3.667e-02 4.026e-01 1.090e-02 +90 TP 19 8.498e-02 1.456e-09 5.863e-02 6.138e-02 4.794e-02 5.706e-02 1.859e-03 2.325e-11 7.784e-02 1.499e-01 6.137e-04 7.449e-02 1.804e-02 5.449e-02 3.320e-02 3.784e-02 6.290e-02 1.449e-02 1.643e-01 diff --git a/mess/data/models/pbsim3/QSHMM-RSII.model b/mess/data/models/pbsim3/QSHMM-RSII.model new file mode 100644 index 0000000..711727a --- /dev/null +++ b/mess/data/models/pbsim3/QSHMM-RSII.model @@ -0,0 +1,1245 @@ +75 IP 1 1.338e-01 +75 IP 2 1.369e-06 +75 IP 3 6.609e-09 +75 IP 4 2.906e-02 +75 IP 5 2.701e-03 +75 IP 6 7.822e-08 +75 IP 7 6.688e-02 +75 IP 8 1.081e-07 +75 IP 9 1.918e-01 +75 IP 10 2.488e-03 +75 IP 11 6.083e-08 +75 IP 12 2.375e-08 +75 IP 13 7.304e-09 +75 IP 14 1.132e-01 +75 IP 15 1.611e-08 +75 IP 16 1.958e-02 +75 IP 17 4.307e-03 +75 IP 18 7.999e-03 +75 IP 19 1.674e-02 +75 IP 20 4.976e-03 +75 IP 21 1.176e-08 +75 IP 22 1.763e-02 +75 IP 23 3.090e-08 +75 IP 24 1.400e-02 +75 IP 25 2.159e-02 +75 IP 26 2.566e-01 +75 IP 27 1.671e-03 +75 IP 28 1.834e-07 +75 IP 29 9.497e-02 +75 EP 1 1.630e-03 6.416e-02 9.181e-02 8.113e-02 1.033e-01 1.109e-01 9.586e-02 8.324e-02 7.005e-02 7.178e-02 8.692e-02 8.998e-02 4.922e-02 2.251e-10 1.527e-10 2.561e-11 +75 EP 2 8.614e-10 4.020e-03 1.861e-02 1.557e-02 3.387e-02 7.323e-02 6.023e-02 7.411e-02 9.743e-02 1.073e-01 2.311e-01 2.609e-01 2.355e-02 1.006e-04 6.716e-10 6.700e-10 +75 EP 3 1.430e-03 3.974e-03 9.667e-03 1.025e-03 4.632e-04 1.546e-06 3.175e-08 2.755e-08 1.886e-01 3.086e-01 3.329e-01 1.231e-07 8.666e-05 1.532e-01 5.542e-09 4.846e-09 +75 EP 4 1.430e-10 3.782e-09 1.296e-09 9.611e-09 1.416e-02 4.373e-02 6.855e-02 1.315e-01 8.423e-02 5.003e-02 2.061e-06 1.298e-02 2.842e-01 3.106e-01 8.873e-10 4.095e-11 +75 EP 5 1.177e-05 3.426e-03 9.217e-03 1.352e-02 1.724e-02 2.222e-02 3.051e-02 3.497e-02 7.257e-02 9.071e-02 6.614e-02 8.880e-02 7.982e-02 1.939e-01 2.770e-01 2.369e-11 +75 EP 6 6.093e-05 8.183e-03 3.715e-02 3.784e-02 3.524e-02 5.339e-02 5.899e-02 7.123e-02 7.024e-02 5.045e-02 9.571e-02 9.552e-02 1.311e-01 2.549e-01 1.515e-09 1.399e-11 +75 EP 7 1.322e-10 7.626e-03 7.278e-02 1.001e-01 1.429e-01 1.739e-01 1.468e-01 1.163e-01 7.798e-02 5.769e-02 5.362e-02 5.020e-02 3.343e-09 2.871e-10 1.495e-11 5.076e-12 +75 EP 8 6.592e-04 3.140e-02 7.891e-02 3.377e-02 2.095e-03 1.131e-02 6.668e-02 1.143e-01 1.821e-01 1.995e-01 1.793e-01 1.001e-01 2.078e-08 8.882e-10 6.553e-11 1.628e-11 +75 EP 9 2.692e-01 3.306e-01 1.915e-01 8.221e-02 5.472e-02 3.250e-02 1.497e-02 1.107e-02 9.262e-03 3.475e-03 4.529e-04 3.336e-10 2.655e-10 2.611e-10 2.585e-10 2.581e-10 +75 EP 10 2.962e-09 7.223e-10 2.569e-02 6.427e-02 1.110e-01 1.340e-01 1.603e-01 1.396e-01 1.258e-01 1.495e-01 8.829e-02 1.638e-03 1.289e-10 8.903e-11 8.253e-11 8.247e-11 +75 EP 11 1.052e-03 4.421e-02 4.410e-02 3.052e-02 2.769e-02 4.084e-02 3.769e-02 5.413e-02 7.253e-02 7.039e-02 8.037e-02 1.113e-01 1.918e-01 1.888e-01 4.533e-03 2.440e-11 +75 EP 12 9.508e-10 1.961e-02 2.829e-02 2.149e-02 2.395e-02 2.884e-02 2.409e-02 2.251e-02 4.135e-02 6.107e-02 6.300e-02 7.309e-02 8.692e-02 2.618e-01 2.440e-01 1.020e-10 +75 EP 13 1.686e-04 3.022e-09 3.559e-09 1.283e-04 8.551e-02 1.135e-01 1.087e-01 7.453e-02 7.660e-02 1.087e-01 2.178e-01 2.144e-01 1.124e-08 2.686e-09 2.642e-09 2.639e-09 +75 EP 14 2.503e-02 2.926e-01 3.438e-01 1.656e-01 7.510e-02 4.545e-02 2.698e-02 1.588e-02 6.643e-03 2.976e-03 1.932e-08 1.941e-10 7.749e-11 6.705e-11 6.517e-11 6.439e-11 +75 EP 15 6.258e-04 9.792e-03 4.378e-02 4.453e-02 6.260e-02 7.680e-02 7.957e-02 7.578e-02 8.432e-02 9.280e-02 1.529e-01 1.922e-01 7.771e-02 6.555e-03 1.163e-10 2.012e-11 +75 EP 16 3.599e-04 5.557e-03 1.337e-02 3.257e-03 6.768e-03 1.970e-02 2.992e-02 2.940e-02 4.407e-09 1.054e-02 1.576e-01 3.234e-01 1.538e-01 1.019e-01 1.445e-01 9.961e-11 +75 EP 17 1.165e-10 5.515e-03 2.645e-03 6.344e-03 1.376e-02 2.092e-02 3.298e-02 4.506e-02 4.348e-02 2.589e-04 3.198e-02 5.674e-02 1.802e-01 5.086e-01 5.156e-02 3.887e-11 +75 EP 18 7.497e-10 1.733e-08 1.310e-02 2.238e-02 2.615e-02 2.473e-02 2.310e-03 6.927e-03 1.583e-05 7.687e-02 9.995e-02 2.691e-01 3.920e-01 6.647e-02 7.014e-10 6.815e-10 +75 EP 19 9.081e-10 5.634e-03 2.330e-02 1.805e-02 3.082e-02 3.986e-02 5.543e-02 9.570e-02 1.071e-01 1.380e-01 9.537e-02 4.974e-02 1.381e-01 1.978e-01 5.105e-03 2.383e-11 +75 EP 20 3.613e-03 7.455e-02 1.814e-01 1.487e-01 1.337e-01 1.110e-01 9.090e-02 7.476e-02 6.646e-02 6.342e-02 4.436e-02 7.097e-03 2.534e-11 1.373e-11 1.012e-11 8.597e-12 +75 EP 21 7.648e-10 6.465e-03 1.452e-02 1.390e-02 1.115e-02 1.458e-02 2.024e-02 4.934e-02 7.141e-02 5.589e-02 7.159e-02 7.642e-02 1.749e-01 3.970e-01 2.250e-02 7.489e-10 +75 EP 22 1.209e-03 2.113e-02 9.786e-02 1.190e-01 1.438e-01 1.399e-01 1.346e-01 1.126e-01 8.499e-02 8.551e-02 5.927e-02 2.146e-05 7.139e-10 6.192e-10 6.115e-10 6.113e-10 +75 EP 23 1.053e-09 1.536e-09 2.218e-03 4.308e-09 4.168e-09 2.942e-05 2.419e-02 5.285e-07 7.110e-08 2.964e-02 1.207e-01 3.439e-01 4.793e-01 1.926e-09 9.301e-11 2.152e-11 +75 EP 24 1.139e-05 5.525e-03 1.580e-02 1.418e-02 1.519e-02 1.994e-02 1.919e-02 2.086e-02 3.173e-02 6.423e-02 5.784e-02 5.280e-02 8.112e-02 1.789e-01 4.227e-01 2.992e-05 +75 EP 25 8.201e-03 9.092e-02 2.691e-01 2.372e-01 1.657e-01 1.085e-01 6.491e-02 3.435e-02 2.128e-02 2.591e-09 2.528e-10 5.929e-10 1.366e-10 1.109e-10 1.097e-10 1.097e-10 +75 EP 26 2.430e-03 1.224e-01 3.362e-01 2.439e-01 1.587e-01 6.202e-02 2.024e-02 1.379e-02 1.416e-02 1.194e-02 1.420e-02 9.105e-10 1.870e-10 1.836e-10 2.951e-11 1.913e-11 +75 EP 27 1.377e-09 2.339e-02 4.431e-02 3.173e-02 3.402e-02 9.817e-02 2.192e-01 2.411e-01 1.621e-01 3.326e-02 1.915e-05 2.950e-07 1.127e-01 2.021e-08 1.303e-09 1.274e-09 +75 EP 28 1.724e-09 1.999e-02 1.773e-02 2.804e-02 3.079e-02 3.619e-02 4.921e-02 9.396e-02 3.164e-01 2.843e-01 7.799e-02 1.199e-08 1.202e-02 3.343e-02 2.248e-07 4.119e-10 +75 EP 29 2.213e-04 1.794e-02 7.194e-02 6.408e-02 7.059e-02 8.162e-02 8.492e-02 8.994e-02 9.219e-02 1.228e-01 1.095e-01 9.959e-02 9.162e-02 3.005e-03 7.458e-10 2.850e-11 +75 TP 1 8.670e-01 8.023e-11 1.048e-10 1.144e-09 2.441e-10 6.880e-10 7.149e-10 8.742e-10 9.768e-04 8.682e-11 1.269e-01 3.008e-09 3.193e-08 3.514e-03 8.539e-10 3.468e-09 7.642e-04 5.556e-05 4.083e-10 1.721e-09 1.318e-10 8.586e-11 5.152e-04 2.820e-10 1.387e-10 7.171e-10 7.705e-05 2.711e-10 2.281e-04 +75 TP 2 9.976e-04 3.883e-01 1.241e-03 1.129e-06 1.985e-09 4.401e-09 2.607e-08 4.807e-05 2.427e-03 3.054e-01 2.398e-09 9.932e-10 3.204e-09 1.136e-04 5.089e-09 1.337e-09 1.595e-09 4.876e-02 5.940e-09 4.818e-09 1.842e-07 1.687e-01 2.548e-08 9.789e-10 1.987e-02 2.391e-03 6.183e-02 9.924e-10 1.340e-09 +75 TP 3 2.832e-08 4.103e-06 3.299e-01 7.087e-08 1.000e-05 6.085e-08 7.353e-08 3.519e-02 2.420e-08 2.288e-08 3.200e-04 1.236e-08 1.446e-07 3.112e-04 3.370e-08 6.346e-08 1.253e-07 8.443e-08 4.812e-08 1.532e-08 1.447e-01 1.644e-08 4.463e-08 1.250e-08 9.040e-09 3.269e-08 4.896e-01 2.389e-08 9.945e-07 +75 TP 4 2.755e-09 1.256e-10 1.897e-10 1.770e-01 9.736e-02 7.035e-01 8.397e-07 2.721e-09 9.669e-11 1.168e-10 1.643e-09 1.124e-09 2.346e-10 1.232e-10 6.489e-10 8.511e-10 4.616e-03 3.482e-10 2.602e-09 2.661e-10 3.115e-10 1.217e-10 1.363e-02 2.748e-03 9.617e-11 1.093e-09 3.145e-08 1.138e-03 7.272e-10 +75 TP 5 6.101e-10 3.501e-11 4.505e-11 3.649e-09 7.034e-01 2.779e-01 2.201e-09 1.262e-09 4.580e-11 3.635e-11 1.010e-09 3.980e-10 4.002e-11 8.350e-11 4.522e-10 7.988e-10 7.223e-10 8.987e-11 1.872e-02 3.025e-10 1.604e-05 3.434e-11 2.599e-08 8.418e-10 2.094e-06 7.821e-10 4.668e-11 5.346e-10 1.683e-09 +75 TP 6 3.760e-10 5.205e-11 1.064e-10 2.437e-09 1.300e-01 5.820e-01 2.425e-09 8.039e-09 3.920e-11 4.001e-11 4.203e-10 2.767e-10 6.275e-11 8.631e-11 1.013e-09 4.687e-10 6.030e-10 2.706e-10 1.599e-01 3.159e-10 1.641e-10 3.401e-11 1.281e-01 6.459e-10 2.381e-11 4.456e-10 6.426e-11 3.469e-10 3.971e-10 +75 TP 7 1.279e-10 6.635e-09 1.018e-10 6.152e-02 6.603e-10 8.109e-10 6.298e-01 1.185e-01 1.010e-04 6.386e-11 1.472e-10 7.888e-11 2.991e-10 2.260e-10 3.129e-10 1.794e-10 2.304e-10 4.281e-11 4.215e-10 4.980e-10 2.012e-11 2.182e-09 1.157e-01 8.271e-11 1.310e-10 7.439e-02 5.359e-11 1.289e-10 1.191e-10 +75 TP 8 9.337e-10 6.134e-05 5.400e-10 1.218e-01 1.331e-02 1.487e-08 2.913e-01 4.235e-01 3.986e-10 1.713e-10 1.915e-09 1.766e-09 1.641e-10 3.700e-03 7.142e-10 5.651e-10 3.270e-10 3.505e-10 4.141e-09 8.551e-03 1.182e-10 2.141e-10 5.847e-02 1.811e-10 2.057e-10 7.894e-02 2.910e-04 3.270e-10 4.124e-10 +75 TP 9 1.327e-02 7.648e-10 7.618e-10 7.233e-10 5.716e-10 1.349e-09 1.414e-07 2.936e-03 9.075e-01 1.607e-02 9.849e-10 4.376e-10 1.195e-03 3.883e-03 4.542e-09 6.626e-10 4.344e-10 3.074e-10 1.588e-09 2.791e-02 3.048e-10 2.199e-03 5.917e-04 3.485e-10 1.492e-02 5.727e-09 4.481e-10 4.977e-10 9.488e-03 +75 TP 10 1.893e-05 3.444e-02 2.309e-10 1.569e-04 2.187e-10 9.098e-10 6.419e-09 1.184e-08 4.796e-03 7.559e-01 3.414e-10 1.580e-10 4.471e-05 2.896e-04 3.225e-09 3.032e-10 1.221e-09 7.555e-07 1.390e-09 3.273e-09 2.013e-10 3.136e-09 3.127e-09 1.974e-10 2.013e-01 4.871e-09 3.033e-03 1.793e-10 8.688e-10 +75 TP 11 1.184e-01 4.761e-08 9.898e-05 1.415e-09 4.421e-09 1.298e-09 7.737e-10 1.394e-09 9.740e-11 1.839e-09 8.018e-01 7.620e-02 2.366e-10 3.467e-10 1.656e-03 5.944e-10 6.671e-09 1.575e-10 8.960e-10 1.902e-03 1.182e-10 7.194e-11 1.142e-08 3.496e-09 4.054e-07 8.393e-10 1.320e-10 4.416e-10 8.092e-10 +75 TP 12 2.872e-08 9.302e-11 9.272e-11 2.562e-05 1.228e-03 7.445e-09 1.968e-08 1.396e-09 9.071e-11 8.751e-11 1.638e-01 8.337e-01 1.188e-10 2.156e-10 8.012e-10 9.388e-10 1.686e-08 8.544e-11 4.874e-09 5.900e-10 1.361e-10 2.208e-05 7.375e-10 1.581e-09 1.071e-10 1.193e-03 1.100e-10 7.228e-10 1.165e-09 +75 TP 13 3.546e-08 4.496e-01 1.198e-08 1.505e-02 4.609e-09 1.126e-08 8.801e-08 6.985e-07 4.433e-09 4.347e-08 2.609e-03 3.453e-09 3.792e-01 8.181e-09 9.103e-09 6.201e-07 2.095e-04 1.491e-01 1.006e-08 7.138e-09 4.096e-03 1.264e-08 8.669e-05 3.199e-09 6.187e-09 7.708e-08 3.156e-08 3.305e-09 4.341e-09 +75 TP 14 8.198e-03 2.554e-10 1.921e-10 6.601e-10 1.547e-10 5.742e-10 7.358e-03 1.128e-07 1.601e-03 6.142e-10 6.156e-10 1.867e-10 2.255e-09 8.854e-01 1.661e-09 5.415e-10 2.434e-10 1.550e-10 3.231e-10 8.636e-02 9.232e-11 3.034e-04 3.788e-10 1.527e-10 2.549e-03 4.082e-03 1.508e-10 1.861e-10 4.125e-03 +75 TP 15 2.540e-09 1.145e-10 1.397e-10 9.538e-03 1.910e-10 7.739e-10 1.945e-09 1.504e-09 6.273e-04 3.550e-10 2.062e-03 3.831e-04 7.669e-11 1.592e-03 8.044e-01 1.739e-10 5.072e-10 1.046e-06 5.656e-10 1.669e-01 1.005e-09 1.045e-10 1.279e-03 9.886e-10 2.901e-10 1.328e-02 1.529e-10 2.024e-10 2.174e-10 +75 TP 16 1.473e-09 1.292e-10 3.426e-04 8.500e-10 1.322e-09 1.102e-09 1.332e-09 1.641e-09 1.741e-10 7.158e-06 8.550e-10 8.781e-10 1.157e-10 4.050e-10 8.442e-10 4.465e-01 4.764e-04 1.508e-10 1.588e-09 5.145e-10 5.333e-10 9.327e-11 7.979e-10 3.725e-03 1.464e-10 3.594e-09 1.574e-10 4.106e-01 1.384e-01 +75 TP 17 5.501e-10 2.482e-07 6.324e-10 1.245e-09 2.102e-09 3.627e-09 9.454e-08 6.420e-10 1.236e-05 3.612e-05 6.016e-10 9.411e-10 3.124e-10 1.367e-10 2.233e-04 1.117e-01 4.503e-01 2.346e-04 4.062e-04 1.801e-04 2.048e-06 4.269e-11 4.126e-03 1.443e-01 4.258e-11 9.122e-05 8.751e-11 4.194e-02 2.464e-01 +75 TP 18 7.283e-07 1.020e-01 8.665e-02 1.517e-08 1.699e-05 8.391e-09 1.086e-08 6.546e-08 8.296e-10 4.568e-07 1.673e-04 1.260e-09 4.306e-06 1.056e-09 6.255e-09 4.173e-09 8.458e-09 5.117e-01 7.491e-09 2.238e-09 6.150e-02 9.874e-03 8.628e-09 2.223e-09 7.548e-09 2.824e-09 2.216e-01 1.298e-09 6.484e-03 +75 TP 19 5.999e-10 2.058e-10 2.861e-10 3.072e-09 6.486e-05 1.784e-08 3.511e-01 5.187e-02 6.901e-11 1.890e-10 7.227e-10 5.160e-10 1.412e-10 4.814e-10 2.422e-05 9.795e-10 6.452e-10 2.800e-10 5.768e-01 2.400e-09 1.575e-10 1.303e-10 3.403e-04 4.657e-10 7.108e-11 1.974e-02 5.845e-09 5.044e-10 1.670e-09 +75 TP 20 4.069e-04 6.039e-11 2.990e-11 1.860e-10 3.532e-11 1.174e-10 1.493e-03 6.221e-08 2.600e-04 1.926e-10 4.099e-10 1.058e-10 4.539e-11 1.020e-02 7.852e-02 4.257e-05 7.112e-11 3.439e-11 1.061e-10 9.083e-01 1.802e-11 4.697e-11 2.768e-10 3.885e-06 1.164e-04 4.372e-04 3.544e-11 1.801e-10 2.417e-04 +75 TP 21 3.426e-09 5.435e-03 6.971e-07 2.277e-07 5.828e-03 1.020e-05 6.136e-08 1.138e-08 8.321e-10 1.388e-09 5.306e-03 1.468e-06 2.688e-04 1.322e-09 2.743e-03 8.105e-09 1.585e-02 1.068e-01 2.139e-08 8.765e-04 8.320e-01 5.242e-04 1.610e-08 8.154e-09 9.168e-10 3.029e-09 2.444e-02 3.141e-09 1.221e-06 +75 TP 22 2.547e-09 3.120e-02 1.166e-09 1.806e-09 7.903e-10 1.352e-09 1.078e-08 1.139e-07 2.643e-03 4.017e-09 1.242e-09 7.016e-10 1.248e-01 6.706e-04 1.498e-09 8.298e-10 8.478e-10 3.077e-09 1.412e-09 1.335e-09 9.490e-10 8.272e-01 1.485e-08 6.675e-10 2.452e-09 6.185e-03 7.269e-03 6.927e-10 1.009e-09 +75 TP 23 3.391e-09 1.305e-10 4.823e-07 3.836e-07 1.730e-09 2.073e-02 3.669e-01 2.125e-01 7.659e-11 2.175e-10 1.134e-03 8.314e-10 1.906e-10 4.791e-10 1.103e-02 3.692e-04 3.672e-09 3.062e-04 1.188e-01 2.279e-03 4.472e-04 8.234e-09 2.223e-01 8.215e-10 1.804e-09 4.310e-02 1.206e-09 4.050e-10 5.514e-10 +75 TP 24 8.204e-05 2.001e-11 3.185e-11 1.578e-09 4.879e-10 2.997e-04 6.861e-04 3.105e-10 2.167e-11 2.162e-11 2.219e-08 4.744e-04 1.810e-11 3.070e-11 1.330e-10 5.422e-02 1.283e-01 3.603e-11 1.027e-09 5.226e-11 2.742e-10 1.657e-11 3.156e-08 8.159e-01 1.736e-11 4.452e-05 2.239e-11 6.555e-08 2.474e-09 +75 TP 25 1.515e-09 1.224e-09 2.684e-10 2.808e-10 1.605e-10 3.148e-10 4.630e-09 1.579e-09 8.452e-03 2.686e-01 2.691e-10 1.429e-10 2.835e-03 3.332e-03 3.439e-09 1.853e-10 1.635e-10 3.211e-08 5.273e-10 1.232e-07 1.439e-10 8.079e-10 7.321e-10 2.127e-10 7.168e-01 5.008e-09 3.669e-10 1.820e-10 5.551e-10 +75 TP 26 4.113e-10 1.770e-10 1.303e-10 6.704e-10 2.407e-10 5.179e-10 4.389e-01 2.439e-06 2.224e-10 1.805e-10 2.684e-10 1.521e-10 4.269e-10 6.439e-10 1.533e-09 2.483e-10 6.619e-10 7.548e-11 3.358e-10 4.492e-03 9.609e-11 5.618e-06 1.505e-09 8.555e-11 1.284e-06 5.564e-01 5.400e-11 1.946e-04 4.934e-10 +75 TP 27 9.002e-09 1.451e-01 5.826e-07 1.577e-02 1.402e-03 1.139e-08 1.755e-08 6.045e-08 2.565e-09 1.075e-04 8.053e-09 2.467e-09 3.726e-06 3.095e-09 5.584e-09 3.337e-09 8.488e-09 5.245e-01 1.283e-08 4.838e-09 1.048e-01 6.097e-05 8.624e-04 2.400e-09 4.605e-09 6.249e-09 2.074e-01 2.436e-09 5.144e-09 +75 TP 28 2.882e-09 2.195e-10 2.348e-08 8.064e-05 2.982e-07 9.670e-09 2.100e-09 5.626e-09 7.839e-10 4.156e-10 2.747e-09 3.460e-09 2.401e-10 4.023e-10 1.854e-09 3.884e-02 2.033e-01 2.960e-05 4.948e-06 1.066e-09 1.127e-03 1.675e-10 3.582e-07 7.566e-01 2.065e-10 9.444e-10 2.342e-10 1.878e-08 6.881e-06 +75 TP 29 1.512e-09 5.462e-11 7.448e-11 1.079e-07 1.024e-09 1.243e-09 9.000e-10 1.444e-09 9.591e-04 7.588e-08 4.072e-10 3.395e-10 5.298e-11 2.150e-03 6.532e-10 1.790e-03 2.839e-01 5.835e-11 6.854e-10 1.807e-05 1.246e-10 5.493e-11 3.204e-09 2.734e-09 1.400e-10 1.391e-09 5.526e-11 2.387e-02 6.873e-01 +76 IP 1 1.787e-08 +76 IP 2 4.337e-02 +76 IP 3 4.680e-02 +76 IP 4 3.162e-02 +76 IP 5 3.478e-02 +76 IP 6 1.676e-02 +76 IP 7 4.236e-02 +76 IP 8 1.799e-03 +76 IP 9 1.673e-08 +76 IP 10 5.129e-07 +76 IP 11 1.587e-08 +76 IP 12 2.981e-08 +76 IP 13 3.266e-02 +76 IP 14 1.193e-02 +76 IP 15 5.236e-08 +76 IP 16 2.967e-02 +76 IP 17 8.046e-08 +76 IP 18 1.771e-08 +76 IP 19 5.066e-03 +76 IP 20 1.739e-01 +76 IP 21 5.775e-03 +76 IP 22 9.917e-02 +76 IP 23 9.664e-09 +76 IP 24 9.329e-09 +76 IP 25 2.647e-02 +76 IP 26 6.496e-09 +76 IP 27 8.874e-02 +76 IP 28 1.810e-08 +76 IP 29 2.481e-08 +76 IP 30 8.822e-09 +76 IP 31 6.894e-08 +76 IP 32 5.020e-03 +76 IP 33 3.631e-08 +76 IP 34 2.638e-08 +76 IP 35 3.041e-01 +76 IP 36 1.627e-08 +76 IP 37 1.133e-08 +76 EP 1 7.156e-09 2.116e-02 4.279e-02 2.114e-02 2.594e-02 1.757e-02 1.640e-08 5.761e-02 1.060e-01 1.429e-01 2.906e-01 2.742e-01 1.791e-09 3.346e-10 1.182e-10 3.779e-11 +76 EP 2 8.427e-05 5.398e-03 1.290e-02 1.242e-02 1.465e-02 1.848e-02 1.982e-02 2.285e-02 3.497e-02 6.445e-02 5.397e-02 5.439e-02 7.879e-02 1.984e-01 4.084e-01 4.807e-05 +76 EP 3 3.312e-11 6.464e-03 1.322e-02 1.454e-02 1.907e-02 2.518e-02 2.442e-02 2.467e-02 4.753e-02 7.429e-02 6.038e-02 6.709e-02 8.540e-02 2.037e-01 3.340e-01 1.627e-05 +76 EP 4 3.676e-03 1.011e-01 2.994e-01 2.547e-01 1.841e-01 1.033e-01 4.838e-02 5.271e-03 1.036e-04 1.821e-09 3.703e-10 3.793e-10 8.786e-11 5.101e-11 2.836e-11 2.228e-11 +76 EP 5 4.771e-04 1.306e-08 2.368e-05 2.488e-09 3.495e-06 2.147e-02 7.074e-02 1.127e-01 1.192e-01 1.050e-01 1.015e-01 1.564e-01 2.630e-01 4.946e-02 5.280e-10 4.909e-11 +76 EP 6 5.646e-04 3.193e-03 7.465e-03 1.199e-02 1.176e-02 2.533e-02 3.234e-02 3.880e-02 2.294e-09 6.074e-08 2.168e-01 4.594e-01 1.584e-01 9.436e-03 2.449e-02 2.229e-10 +76 EP 7 1.090e-04 2.542e-02 2.834e-02 7.789e-03 3.964e-03 6.275e-02 1.554e-01 3.042e-01 1.320e-01 9.229e-09 4.065e-09 7.019e-02 2.099e-01 1.947e-08 2.430e-09 1.142e-10 +76 EP 8 3.795e-03 8.014e-09 9.407e-03 7.851e-02 2.034e-01 1.395e-01 1.419e-01 1.158e-01 1.299e-01 1.348e-01 4.302e-02 7.603e-08 5.858e-09 6.301e-09 5.464e-09 5.458e-09 +76 EP 9 2.741e-04 9.385e-03 5.513e-02 3.164e-02 1.347e-02 3.231e-02 3.563e-02 4.767e-02 1.568e-01 3.070e-01 2.865e-01 4.654e-09 1.912e-03 2.227e-02 9.590e-10 7.275e-11 +76 EP 10 1.469e-10 1.364e-02 1.573e-02 1.211e-02 1.589e-03 1.020e-02 1.159e-02 1.881e-02 2.501e-02 3.042e-02 4.711e-02 5.165e-02 2.251e-01 5.370e-01 1.406e-09 4.450e-11 +76 EP 11 1.762e-04 4.106e-03 2.192e-02 2.661e-02 3.175e-02 3.689e-02 2.320e-02 1.178e-02 4.246e-02 7.807e-02 1.128e-01 1.079e-01 1.513e-01 3.489e-01 2.208e-03 3.214e-11 +76 EP 12 2.130e-10 2.372e-03 6.623e-03 7.981e-03 9.925e-03 1.541e-02 2.162e-02 2.815e-02 7.457e-02 6.243e-02 4.547e-02 6.592e-02 9.909e-02 3.527e-01 2.077e-01 9.699e-11 +76 EP 13 9.230e-05 2.175e-09 3.775e-02 6.911e-02 1.144e-01 1.383e-01 1.491e-01 1.544e-01 1.306e-01 1.275e-01 7.881e-02 5.517e-10 8.218e-11 3.248e-11 1.738e-11 9.331e-12 +76 EP 14 1.123e-03 7.979e-03 5.127e-02 7.865e-02 1.192e-01 1.329e-01 1.070e-01 7.783e-02 7.781e-02 8.745e-02 1.198e-01 1.227e-01 1.621e-02 9.847e-11 4.575e-11 2.967e-11 +76 EP 15 4.026e-04 1.659e-02 4.895e-02 3.446e-02 2.636e-02 4.245e-02 5.311e-02 7.254e-02 6.239e-02 5.547e-02 5.551e-02 1.211e-01 2.987e-01 1.118e-01 1.895e-04 6.777e-11 +76 EP 16 1.673e-10 1.120e-05 3.677e-02 4.545e-02 8.404e-02 1.199e-01 1.595e-01 1.694e-01 1.267e-01 7.714e-02 3.863e-02 6.439e-02 7.814e-02 4.311e-10 6.326e-11 1.318e-11 +76 EP 17 4.461e-10 1.802e-02 2.116e-02 2.943e-02 1.946e-02 2.773e-02 7.046e-02 2.774e-01 3.595e-01 1.545e-01 1.657e-02 4.980e-09 5.765e-03 3.508e-07 2.459e-09 1.418e-10 +76 EP 18 7.142e-03 7.580e-02 2.271e-01 2.263e-01 1.646e-01 1.241e-01 7.653e-02 4.896e-02 3.389e-02 1.562e-02 7.520e-10 3.458e-10 3.537e-10 2.833e-10 2.740e-10 2.727e-10 +76 EP 19 1.035e-03 6.117e-02 6.393e-02 3.283e-02 3.324e-02 4.254e-02 3.675e-02 4.015e-02 5.094e-02 6.277e-02 7.277e-02 9.395e-02 1.534e-01 2.035e-01 5.097e-02 6.519e-11 +76 EP 20 1.716e-03 6.968e-02 2.106e-01 1.719e-01 1.545e-01 1.227e-01 7.411e-02 3.691e-02 3.029e-02 3.639e-02 4.888e-02 4.238e-02 5.623e-10 1.454e-10 3.413e-11 1.204e-11 +76 EP 21 4.348e-03 2.006e-01 3.658e-01 2.010e-01 9.493e-02 4.659e-02 3.517e-02 2.198e-02 1.334e-02 9.438e-03 5.653e-03 9.216e-04 1.659e-04 1.005e-10 1.006e-10 9.845e-11 +76 EP 22 4.202e-04 2.043e-02 7.458e-02 6.857e-02 7.807e-02 8.291e-02 8.852e-02 1.004e-01 9.202e-02 1.223e-01 1.024e-01 8.193e-02 8.740e-02 6.076e-09 4.986e-10 4.276e-11 +76 EP 23 6.332e-05 8.229e-03 4.284e-02 5.575e-02 9.810e-02 1.158e-01 1.385e-01 1.307e-01 1.193e-01 1.604e-01 1.049e-01 2.378e-02 1.320e-03 3.118e-04 5.215e-09 5.187e-09 +76 EP 24 5.789e-10 1.024e-02 2.354e-02 2.806e-02 2.073e-02 3.320e-02 3.092e-02 1.088e-01 3.244e-01 3.218e-01 7.665e-02 1.257e-04 8.612e-09 2.151e-02 1.946e-08 2.788e-10 +76 EP 25 1.018e-09 1.854e-07 3.258e-02 2.519e-02 3.220e-02 8.500e-02 8.905e-02 9.967e-02 9.336e-02 1.277e-01 1.937e-01 1.938e-01 2.768e-02 1.987e-10 9.915e-11 7.058e-11 +76 EP 26 1.412e-09 8.089e-04 1.618e-02 1.366e-02 1.854e-02 4.767e-02 6.238e-02 5.629e-02 9.427e-02 1.033e-01 1.846e-01 2.414e-01 9.455e-02 3.174e-02 3.467e-02 1.409e-09 +76 EP 27 4.347e-03 1.086e-01 2.401e-01 1.774e-01 1.388e-01 9.521e-02 6.832e-02 5.938e-02 4.923e-02 3.806e-02 2.054e-02 3.526e-10 1.502e-10 2.653e-11 1.598e-11 1.396e-11 +76 EP 28 4.222e-10 6.981e-06 3.253e-05 1.544e-07 7.607e-03 1.411e-02 3.636e-02 1.732e-07 2.418e-08 4.515e-03 6.937e-09 1.717e-01 7.657e-01 5.445e-07 1.067e-09 1.336e-10 +76 EP 29 4.166e-10 1.835e-02 5.960e-02 5.687e-02 6.700e-02 8.465e-02 8.703e-02 8.635e-02 8.249e-02 9.663e-02 1.037e-01 1.073e-01 1.501e-01 2.126e-08 6.416e-10 2.501e-11 +76 EP 30 1.204e-04 6.251e-03 1.125e-02 2.036e-02 3.117e-02 3.445e-02 5.573e-02 3.593e-02 2.343e-09 6.584e-04 2.020e-01 4.405e-01 9.778e-02 1.806e-02 4.571e-02 1.354e-10 +76 EP 31 1.303e-10 1.182e-02 2.081e-02 1.755e-02 1.766e-02 3.347e-02 4.186e-02 4.673e-02 4.638e-02 2.614e-02 5.431e-02 8.229e-02 1.751e-01 3.778e-01 4.817e-02 2.854e-11 +76 EP 32 2.267e-04 1.292e-03 2.064e-02 1.764e-02 6.209e-03 6.863e-03 1.527e-02 3.755e-02 4.315e-02 3.124e-03 7.393e-03 7.132e-03 1.095e-01 6.899e-01 3.409e-02 3.539e-11 +76 EP 33 8.916e-08 1.929e-02 6.355e-02 1.442e-02 7.666e-07 4.488e-08 5.429e-02 1.801e-01 1.933e-01 1.845e-01 1.771e-06 1.688e-04 2.904e-01 2.057e-09 1.922e-10 2.980e-11 +76 EP 34 2.398e-04 1.170e-08 1.691e-02 5.047e-02 9.579e-02 1.642e-01 1.453e-01 1.761e-02 7.859e-04 8.723e-04 1.847e-01 3.230e-01 3.201e-09 3.583e-10 8.978e-11 2.180e-11 +76 EP 35 1.785e-01 3.851e-01 2.451e-01 9.282e-02 5.089e-02 2.826e-02 1.299e-02 4.543e-03 1.379e-03 3.664e-04 3.173e-10 2.432e-10 1.914e-10 1.635e-10 1.588e-10 1.576e-10 +76 EP 36 3.653e-10 3.095e-08 3.875e-09 8.151e-09 7.682e-03 5.690e-02 2.362e-02 3.730e-09 6.627e-09 2.380e-02 1.452e-01 3.510e-01 3.918e-01 8.287e-10 1.710e-10 5.377e-11 +76 EP 37 2.005e-09 2.614e-03 2.522e-02 6.063e-02 9.310e-02 3.934e-01 1.889e-01 1.567e-01 2.871e-02 2.810e-09 2.169e-02 2.901e-02 2.295e-09 3.501e-09 2.110e-09 1.870e-09 +76 TP 1 3.782e-01 1.088e-04 5.425e-10 7.966e-02 1.273e-09 3.631e-10 1.776e-02 3.625e-10 4.225e-10 6.045e-09 6.160e-06 6.173e-10 4.533e-01 7.869e-10 7.964e-09 1.112e-09 1.082e-09 2.042e-10 2.311e-10 1.124e-03 3.515e-10 8.286e-09 2.511e-10 3.558e-09 1.606e-09 6.595e-10 1.665e-09 5.533e-09 7.786e-10 3.288e-10 8.722e-10 5.956e-09 6.957e-02 3.493e-08 2.788e-04 6.372e-10 1.774e-10 +76 TP 2 5.186e-11 8.468e-01 6.815e-10 4.539e-11 4.312e-09 3.649e-02 1.084e-10 1.832e-11 4.535e-10 8.503e-10 1.947e-10 7.748e-09 4.336e-11 1.790e-10 2.113e-10 2.452e-04 7.784e-10 2.040e-11 1.509e-03 9.599e-10 2.416e-11 1.211e-09 1.684e-11 5.043e-05 2.130e-10 1.884e-11 1.933e-10 8.323e-11 3.956e-10 2.535e-10 1.149e-01 4.866e-09 5.607e-11 5.522e-11 2.838e-11 2.760e-10 2.691e-11 +76 TP 3 1.353e-10 1.119e-09 7.788e-01 1.178e-10 5.448e-10 1.117e-09 2.075e-10 2.041e-11 5.648e-10 5.231e-08 2.365e-10 3.239e-10 1.083e-10 2.251e-10 3.047e-10 2.850e-03 8.567e-03 2.021e-11 2.922e-03 2.551e-08 6.554e-11 4.934e-10 1.763e-11 9.841e-04 1.305e-10 3.068e-11 3.234e-10 2.794e-10 7.095e-02 4.215e-02 2.795e-09 9.275e-02 1.569e-10 1.868e-10 2.925e-11 3.584e-05 2.856e-11 +76 TP 4 2.464e-09 1.753e-10 1.130e-10 5.371e-01 2.696e-10 3.517e-10 5.428e-10 1.655e-10 4.931e-05 2.665e-10 4.531e-10 2.149e-10 4.280e-01 7.674e-09 1.631e-09 2.442e-08 1.018e-10 1.077e-06 6.592e-11 8.030e-10 3.509e-10 1.150e-10 6.973e-11 7.948e-11 5.397e-10 1.077e-10 2.915e-08 6.309e-09 5.510e-10 8.208e-10 1.399e-10 7.754e-11 1.750e-09 3.213e-02 2.493e-03 1.065e-09 1.845e-04 +76 TP 5 1.275e-09 1.065e-09 3.746e-09 1.314e-04 3.220e-01 7.555e-10 1.706e-09 6.823e-11 3.756e-06 3.445e-09 1.933e-09 1.833e-09 1.496e-08 1.752e-09 1.085e-09 1.729e-05 1.462e-08 7.404e-11 2.378e-09 6.237e-01 1.418e-07 1.044e-09 5.494e-11 7.060e-10 2.025e-02 5.870e-11 2.491e-02 1.152e-09 5.689e-09 2.016e-08 1.639e-09 8.978e-03 2.418e-09 1.030e-09 1.363e-09 1.533e-09 1.781e-10 +76 TP 6 6.187e-10 1.387e-05 2.491e-09 4.754e-10 1.846e-09 3.406e-01 1.736e-09 1.889e-10 4.130e-08 1.828e-09 1.302e-09 2.229e-09 5.129e-10 1.253e-09 1.161e-09 5.340e-09 2.711e-09 2.588e-10 2.295e-08 3.690e-09 3.199e-10 1.060e-01 1.808e-10 5.533e-01 1.330e-09 7.247e-06 3.580e-09 1.029e-09 1.918e-09 1.913e-09 4.682e-08 2.635e-09 1.036e-09 6.639e-10 3.225e-10 1.035e-09 2.129e-10 +76 TP 7 1.911e-02 3.537e-05 1.068e-09 2.198e-09 5.525e-03 8.559e-10 4.258e-06 7.163e-10 1.132e-08 2.639e-04 6.705e-01 4.682e-02 7.947e-08 4.694e-08 4.773e-09 6.574e-09 1.575e-09 2.222e-10 6.631e-10 2.410e-09 4.687e-10 4.868e-09 3.004e-10 1.751e-09 3.202e-09 1.002e-09 1.672e-09 2.239e-01 2.193e-09 5.292e-08 8.908e-08 1.279e-03 3.253e-02 1.063e-08 3.452e-10 7.010e-09 4.982e-10 +76 TP 8 6.216e-08 7.582e-09 8.978e-09 8.005e-08 1.059e-08 2.102e-08 1.375e-08 4.471e-07 1.059e-08 9.528e-09 1.114e-08 1.026e-08 3.838e-01 2.539e-07 2.179e-08 1.443e-08 1.112e-08 7.265e-08 7.371e-09 1.312e-08 4.973e-07 2.989e-08 4.764e-01 2.701e-03 5.040e-08 9.140e-04 4.774e-02 1.152e-08 1.017e-08 1.331e-08 1.203e-08 8.827e-09 1.542e-08 8.028e-02 8.727e-08 9.570e-09 8.187e-03 +76 TP 9 1.453e-09 1.942e-09 6.258e-09 8.493e-10 5.625e-09 1.079e-06 4.472e-03 9.927e-11 4.020e-01 2.059e-05 3.480e-09 1.252e-09 1.327e-09 1.230e-09 1.463e-09 4.201e-01 1.392e-01 1.070e-10 3.934e-08 4.897e-09 1.213e-09 1.673e-09 8.206e-11 1.977e-09 1.320e-09 1.015e-10 1.246e-09 1.563e-09 1.811e-08 3.263e-02 1.505e-09 7.655e-09 3.465e-09 9.347e-10 1.544e-03 2.245e-09 5.673e-10 +76 TP 10 5.351e-10 1.920e-03 1.534e-01 1.602e-10 6.794e-10 7.532e-10 3.951e-03 5.404e-11 3.543e-02 3.654e-01 3.571e-09 1.670e-03 3.569e-10 5.904e-10 1.306e-09 3.612e-09 5.171e-02 5.313e-11 1.905e-09 9.079e-10 9.556e-11 4.048e-10 4.722e-11 2.538e-09 2.256e-10 5.303e-11 2.270e-10 1.756e-05 3.252e-01 5.643e-02 8.560e-10 3.437e-03 1.049e-09 5.447e-10 7.043e-11 1.409e-03 7.201e-11 +76 TP 11 7.563e-03 6.510e-10 4.343e-10 7.633e-04 1.189e-09 3.812e-10 1.685e-01 7.447e-11 1.728e-09 1.368e-09 5.531e-01 5.409e-02 1.792e-03 4.507e-09 2.514e-07 1.181e-03 9.333e-10 8.593e-11 2.275e-10 8.881e-10 1.093e-10 2.465e-06 5.435e-11 4.156e-10 3.787e-08 4.318e-09 1.466e-09 3.326e-02 2.674e-09 1.408e-09 1.813e-03 3.981e-08 1.059e-01 7.203e-02 8.839e-11 2.322e-09 8.792e-11 +76 TP 12 3.929e-03 1.138e-09 1.229e-09 4.337e-08 1.723e-09 1.992e-03 3.636e-02 1.539e-10 1.673e-06 4.494e-09 1.757e-01 7.638e-01 4.575e-09 8.947e-04 3.875e-09 1.899e-09 1.981e-09 1.451e-04 9.668e-10 8.444e-10 4.124e-10 1.564e-04 1.323e-10 8.727e-10 1.003e-07 7.972e-09 5.800e-09 1.609e-03 3.296e-09 3.363e-09 7.122e-09 8.001e-03 3.377e-09 2.367e-03 2.297e-10 5.073e-03 1.863e-10 +76 TP 13 7.962e-02 3.386e-06 9.821e-11 1.701e-01 1.473e-10 1.283e-10 5.694e-03 5.902e-11 1.972e-10 4.204e-07 8.789e-10 9.224e-10 6.390e-01 2.985e-10 2.949e-10 2.893e-10 1.280e-10 6.639e-04 3.637e-11 7.788e-10 1.128e-10 8.162e-11 4.639e-11 6.724e-11 2.878e-10 1.397e-10 1.110e-04 1.011e-03 2.210e-10 5.855e-10 5.310e-11 1.042e-10 1.379e-02 8.883e-02 1.215e-03 1.920e-10 5.290e-11 +76 TP 14 6.496e-10 1.723e-04 8.405e-09 4.898e-10 1.552e-09 2.382e-09 1.795e-09 1.090e-10 7.280e-10 1.028e-04 8.791e-10 3.422e-10 4.379e-10 5.974e-01 1.100e-01 3.339e-09 6.585e-10 2.220e-09 2.220e-09 3.555e-09 1.997e-09 5.564e-10 8.810e-11 3.521e-10 2.680e-01 3.299e-11 8.929e-09 1.831e-09 1.468e-09 3.761e-10 5.486e-10 4.404e-10 7.553e-10 5.538e-10 2.134e-09 2.432e-02 1.259e-10 +76 TP 15 1.267e-09 5.364e-08 2.602e-09 8.979e-05 3.770e-09 6.436e-10 2.919e-09 4.164e-10 1.069e-09 2.232e-02 8.500e-08 2.218e-03 1.181e-09 1.586e-01 7.458e-01 1.793e-09 2.315e-09 2.026e-10 1.839e-03 2.092e-09 5.441e-10 6.684e-10 1.079e-10 8.372e-10 5.503e-02 7.367e-11 1.403e-02 1.435e-08 2.487e-09 6.595e-10 8.136e-10 6.677e-07 1.512e-09 1.567e-09 2.705e-10 2.713e-09 2.019e-10 +76 TP 16 5.999e-10 1.075e-05 9.761e-03 2.575e-10 1.601e-08 1.798e-10 7.465e-10 1.851e-11 3.185e-02 1.617e-01 8.017e-10 1.532e-10 3.716e-10 1.067e-09 3.390e-10 5.560e-01 3.670e-09 2.131e-11 1.535e-09 1.447e-01 8.061e-04 1.108e-10 1.495e-11 1.634e-10 7.221e-04 1.572e-11 1.819e-09 1.081e-05 1.441e-09 1.102e-09 2.130e-10 6.474e-10 5.031e-10 3.047e-04 4.034e-10 9.411e-02 1.541e-10 +76 TP 17 3.148e-09 4.823e-09 5.296e-01 9.517e-10 2.037e-02 7.605e-04 2.383e-09 1.748e-10 4.409e-09 8.725e-09 3.472e-09 3.308e-09 2.891e-09 1.302e-09 2.148e-09 3.349e-08 5.006e-09 1.712e-10 4.287e-09 3.820e-09 8.102e-04 1.533e-09 1.506e-10 1.055e-09 1.839e-09 1.639e-10 1.049e-09 5.310e-09 1.431e-07 6.721e-09 2.807e-08 4.484e-01 3.543e-09 2.134e-09 5.096e-10 1.191e-08 9.201e-05 +76 TP 18 4.325e-09 3.365e-10 3.612e-10 7.075e-07 4.236e-10 4.462e-10 4.454e-10 4.477e-02 4.712e-10 3.643e-10 4.222e-10 3.477e-10 2.701e-08 4.311e-09 7.863e-10 5.493e-10 4.233e-10 9.279e-01 3.670e-10 5.630e-10 1.067e-02 7.289e-10 4.419e-05 4.864e-10 1.520e-09 4.001e-10 8.434e-07 4.581e-10 4.689e-10 5.413e-10 4.189e-10 3.241e-10 6.047e-10 1.589e-05 1.665e-02 4.665e-10 6.584e-09 +76 TP 19 4.314e-10 4.040e-03 1.038e-02 2.211e-10 6.217e-03 8.471e-04 1.185e-09 9.643e-11 1.473e-09 2.689e-09 1.288e-09 3.531e-10 3.296e-10 6.410e-09 1.406e-03 6.386e-09 3.047e-09 8.256e-11 9.719e-01 3.877e-09 4.710e-10 4.719e-04 1.961e-06 3.778e-09 4.926e-04 1.915e-06 2.081e-09 6.941e-04 9.266e-09 1.185e-09 3.530e-09 3.535e-09 7.122e-10 6.892e-10 1.395e-10 3.584e-03 9.980e-11 +76 TP 20 1.441e-09 2.272e-04 1.104e-09 1.748e-10 5.053e-10 1.498e-10 1.977e-10 1.647e-11 1.718e-08 1.911e-02 4.551e-10 9.704e-11 4.282e-10 2.950e-03 4.661e-10 2.740e-01 6.407e-10 1.874e-11 7.454e-08 6.511e-01 1.344e-06 1.291e-10 1.339e-11 1.698e-10 8.885e-07 1.393e-11 9.674e-08 2.099e-10 7.980e-10 1.319e-09 2.431e-10 2.283e-10 3.635e-10 1.312e-09 3.225e-04 5.220e-02 1.146e-04 +76 TP 21 7.030e-10 3.678e-10 7.234e-10 2.779e-09 3.743e-10 1.488e-09 3.612e-10 1.122e-05 6.333e-10 3.668e-10 2.496e-10 1.616e-10 2.698e-09 4.966e-09 4.546e-10 5.307e-03 8.816e-10 4.348e-03 1.378e-06 5.767e-09 9.542e-01 1.410e-03 2.074e-05 7.722e-10 1.703e-09 1.217e-05 1.836e-02 1.877e-10 1.874e-03 2.486e-09 3.318e-10 1.967e-10 3.278e-09 7.044e-10 1.443e-02 7.212e-10 2.195e-10 +76 TP 22 2.671e-10 3.986e-09 8.695e-10 2.079e-10 5.099e-10 1.755e-09 1.060e-09 6.125e-11 6.918e-10 2.432e-04 6.167e-10 7.861e-10 2.053e-10 5.443e-10 8.088e-04 8.447e-10 5.384e-09 8.257e-05 2.951e-09 5.015e-10 9.146e-10 6.857e-01 5.649e-11 1.198e-02 8.992e-10 4.935e-11 7.613e-10 5.156e-10 9.808e-10 4.761e-10 2.992e-01 2.864e-09 3.380e-10 3.204e-10 2.002e-03 1.050e-09 9.788e-11 +76 TP 23 3.278e-08 6.077e-09 6.565e-09 4.039e-08 6.037e-09 2.250e-03 7.138e-09 8.298e-09 6.481e-09 6.321e-09 7.735e-09 6.279e-09 2.687e-08 9.355e-09 6.854e-04 6.419e-09 1.016e-08 3.879e-01 5.868e-09 6.377e-09 1.568e-08 7.174e-09 4.957e-01 1.374e-08 8.183e-09 7.599e-02 1.207e-08 8.986e-09 6.421e-09 3.259e-04 6.330e-09 6.217e-09 1.007e-08 3.017e-08 3.717e-02 6.035e-09 6.542e-09 +76 TP 24 6.753e-10 7.998e-01 2.432e-09 5.730e-10 2.833e-09 1.462e-08 1.377e-09 2.127e-10 1.212e-03 6.704e-09 6.772e-09 1.192e-02 6.967e-10 1.576e-09 2.090e-09 2.537e-09 2.260e-09 3.390e-10 1.929e-08 2.262e-09 1.476e-03 9.001e-08 2.448e-10 4.918e-09 4.022e-04 2.217e-10 9.909e-10 9.069e-10 2.595e-09 7.091e-09 1.828e-01 2.369e-03 1.537e-09 9.043e-10 9.554e-10 3.126e-09 9.357e-10 +76 TP 25 1.218e-09 6.143e-09 2.845e-09 2.182e-09 7.498e-09 8.645e-10 2.921e-09 2.320e-10 9.415e-10 5.743e-09 3.884e-09 9.943e-10 9.925e-10 9.080e-09 9.229e-07 2.977e-09 1.811e-09 2.331e-09 2.831e-03 1.913e-04 6.314e-08 1.575e-09 1.890e-10 6.553e-10 2.699e-01 7.919e-11 7.225e-01 1.319e-07 1.994e-09 6.339e-10 1.661e-09 1.964e-09 1.770e-09 9.444e-10 4.505e-03 2.747e-09 4.703e-10 +76 TP 26 1.913e-08 1.931e-09 5.126e-09 6.833e-09 2.715e-09 1.922e-09 9.007e-09 1.025e-03 2.434e-09 2.836e-09 4.757e-03 3.563e-09 2.107e-08 1.732e-09 1.688e-09 3.013e-09 2.496e-09 1.895e-09 7.508e-07 2.562e-09 3.777e-09 1.887e-09 1.321e-02 1.928e-09 1.697e-09 9.792e-01 1.676e-09 1.301e-08 2.806e-09 2.385e-04 2.237e-09 1.070e-03 1.469e-08 4.107e-08 1.672e-09 2.676e-09 4.793e-04 +76 TP 27 2.856e-10 3.198e-10 1.101e-10 1.911e-10 2.017e-10 1.216e-06 4.535e-10 7.169e-11 9.935e-04 7.253e-10 1.344e-10 6.913e-11 2.196e-10 1.440e-01 7.782e-10 7.118e-03 1.000e-10 1.047e-04 7.896e-06 1.880e-06 2.389e-03 2.730e-10 6.033e-11 1.338e-10 9.464e-10 1.522e-11 8.413e-01 2.590e-10 4.599e-10 1.892e-10 1.365e-04 9.558e-11 2.575e-10 3.037e-10 3.930e-03 4.841e-08 4.545e-11 +76 TP 28 2.009e-01 1.210e-09 1.127e-09 1.916e-02 3.524e-09 9.240e-10 1.877e-08 1.081e-06 4.815e-09 1.496e-09 2.788e-01 6.252e-03 6.507e-02 4.987e-03 6.215e-09 3.873e-09 3.479e-09 2.366e-10 9.954e-10 2.859e-09 5.281e-10 2.004e-09 3.363e-10 2.000e-09 1.616e-09 2.386e-09 1.260e-09 2.460e-01 3.239e-09 1.321e-03 2.410e-09 2.546e-09 6.807e-02 1.093e-01 3.813e-10 3.245e-09 4.157e-10 +76 TP 29 5.406e-10 3.821e-07 6.549e-02 2.061e-10 1.520e-01 4.235e-10 3.889e-10 3.051e-11 3.016e-02 3.340e-06 6.238e-10 7.272e-10 4.214e-10 6.059e-10 6.317e-10 3.874e-02 3.428e-06 3.074e-11 1.020e-09 1.015e-09 2.061e-10 3.196e-10 2.519e-11 5.855e-10 1.701e-09 2.722e-11 4.853e-10 6.009e-10 4.352e-01 1.149e-07 8.361e-10 2.784e-01 5.376e-10 3.545e-10 1.372e-10 3.894e-09 5.105e-11 +76 TP 30 8.582e-10 4.974e-09 7.332e-09 7.430e-10 3.852e-09 1.316e-09 1.638e-09 1.391e-10 1.531e-01 2.143e-08 1.594e-09 4.202e-09 9.766e-10 1.257e-09 1.792e-09 8.920e-09 4.352e-01 1.310e-10 4.820e-09 3.506e-09 3.299e-10 1.704e-09 1.162e-10 4.891e-09 1.132e-09 1.396e-05 1.100e-09 4.250e-09 2.297e-07 4.082e-01 3.629e-09 3.470e-03 1.897e-09 1.071e-09 4.271e-10 2.864e-09 1.854e-10 +76 TP 31 1.291e-10 1.254e-01 1.495e-03 9.908e-11 1.438e-09 4.234e-02 5.712e-10 7.860e-11 9.348e-10 7.654e-04 1.017e-09 8.211e-04 1.162e-10 7.852e-10 3.213e-09 9.233e-10 4.339e-05 1.077e-10 1.559e-09 8.669e-10 5.943e-11 1.641e-01 5.176e-06 4.141e-02 5.003e-04 3.035e-11 4.776e-10 8.242e-05 1.067e-09 5.710e-10 6.231e-01 2.220e-08 2.214e-10 1.933e-10 5.848e-11 1.309e-09 4.324e-11 +76 TP 32 7.732e-04 2.090e-09 5.833e-02 4.494e-10 4.897e-02 1.389e-09 8.323e-10 1.515e-06 2.562e-02 1.988e-09 2.209e-09 9.381e-04 1.848e-04 4.335e-05 9.252e-09 8.557e-02 5.148e-04 4.493e-11 3.244e-09 5.391e-02 4.963e-05 2.661e-09 3.565e-11 2.078e-08 7.351e-07 4.622e-11 8.746e-06 8.458e-10 2.958e-01 3.374e-02 1.262e-03 3.105e-01 5.818e-10 1.357e-09 5.626e-11 8.385e-02 5.029e-11 +76 TP 33 2.666e-07 4.586e-10 2.822e-10 1.540e-09 6.434e-10 2.532e-10 5.461e-02 3.891e-10 2.128e-03 5.327e-09 7.814e-02 3.016e-03 6.000e-02 8.950e-10 7.053e-10 1.616e-09 5.387e-10 1.522e-10 2.052e-10 1.308e-09 3.277e-10 8.374e-10 1.606e-10 4.713e-04 4.654e-10 5.979e-10 4.022e-10 5.368e-03 8.293e-10 1.173e-09 1.639e-09 2.207e-09 3.903e-01 4.059e-01 1.221e-10 6.875e-10 1.819e-10 +76 TP 34 1.297e-01 2.068e-09 2.980e-10 2.982e-03 1.162e-09 1.385e-10 5.050e-09 1.179e-10 3.162e-10 7.357e-10 3.248e-02 1.163e-09 1.039e-01 5.344e-10 3.415e-09 1.235e-09 4.609e-10 1.067e-10 1.031e-10 9.090e-10 1.011e-10 2.083e-10 9.905e-11 1.322e-10 9.228e-10 1.706e-09 6.670e-10 5.078e-02 4.062e-10 5.382e-10 1.465e-10 5.296e-10 2.844e-01 3.957e-01 5.095e-10 6.028e-10 1.262e-10 +76 TP 35 1.558e-09 2.304e-10 2.685e-10 2.334e-02 5.009e-10 4.403e-10 1.176e-09 2.831e-03 4.800e-09 3.457e-10 6.166e-10 3.100e-10 1.719e-02 1.523e-02 6.406e-10 3.401e-04 6.501e-10 9.265e-03 3.610e-10 1.168e-02 2.794e-02 5.249e-03 1.793e-05 2.746e-10 1.626e-09 2.024e-10 3.283e-02 1.119e-09 1.048e-09 8.087e-10 3.296e-10 2.407e-10 9.090e-10 3.971e-03 8.501e-01 8.158e-10 4.763e-10 +76 TP 36 1.088e-09 2.144e-09 3.395e-09 7.186e-10 2.838e-01 8.228e-10 3.398e-03 7.341e-11 7.174e-02 2.563e-06 9.416e-04 2.917e-09 1.243e-09 2.813e-02 2.643e-09 2.193e-08 1.342e-08 7.696e-11 7.737e-03 1.834e-01 9.682e-10 8.982e-10 5.949e-11 1.365e-09 2.848e-05 6.478e-11 1.736e-07 2.019e-07 1.930e-01 8.772e-03 1.554e-09 3.165e-02 1.834e-05 1.220e-09 3.875e-10 1.874e-01 1.252e-10 +76 TP 37 7.598e-09 2.700e-09 3.275e-09 1.189e-08 1.546e-08 2.731e-09 4.270e-03 2.864e-09 7.506e-09 6.028e-09 5.181e-03 3.725e-09 3.332e-08 1.054e-08 5.412e-09 2.011e-08 8.759e-09 1.096e-02 2.666e-09 1.064e-08 6.337e-09 2.763e-09 2.656e-09 2.659e-09 7.322e-09 2.725e-09 9.132e-09 6.790e-09 8.720e-09 5.975e-09 2.650e-09 9.534e-09 9.986e-03 7.822e-09 3.630e-09 7.621e-03 9.620e-01 +77 IP 1 2.689e-04 +77 IP 2 1.259e-08 +77 IP 3 2.342e-08 +77 IP 4 1.226e-08 +77 IP 5 1.212e-02 +77 IP 6 1.111e-01 +77 IP 7 1.797e-02 +77 IP 8 8.407e-02 +77 IP 9 4.613e-03 +77 IP 10 2.983e-07 +77 IP 11 5.242e-02 +77 IP 12 1.331e-08 +77 IP 13 1.554e-08 +77 IP 14 1.574e-02 +77 IP 15 6.115e-07 +77 IP 16 8.293e-09 +77 IP 17 7.506e-05 +77 IP 18 1.392e-08 +77 IP 19 1.378e-05 +77 IP 20 9.661e-02 +77 IP 21 5.729e-08 +77 IP 22 4.269e-02 +77 IP 23 4.733e-02 +77 IP 24 2.875e-01 +77 IP 25 2.694e-03 +77 IP 26 1.478e-01 +77 IP 27 7.729e-04 +77 IP 28 1.920e-08 +77 IP 29 7.622e-02 +77 EP 1 4.577e-05 3.362e-02 6.352e-02 6.209e-02 5.694e-02 6.853e-02 4.812e-02 4.371e-02 4.434e-02 7.952e-02 7.931e-02 1.270e-01 2.932e-01 8.077e-05 3.968e-09 +77 EP 2 9.261e-03 7.265e-02 5.273e-02 5.302e-02 4.857e-02 5.567e-02 6.947e-02 1.764e-01 2.585e-01 1.253e-01 5.189e-02 1.346e-08 2.653e-02 9.395e-08 1.394e-08 +77 EP 3 7.697e-05 2.714e-08 8.074e-03 8.187e-03 2.003e-08 5.789e-02 8.499e-02 7.500e-02 7.321e-02 8.932e-02 1.004e-01 2.418e-01 2.611e-01 1.439e-08 7.825e-09 +77 EP 4 5.042e-04 2.863e-01 2.306e-01 9.177e-02 1.799e-02 3.661e-08 1.014e-08 7.934e-08 1.749e-02 1.185e-06 1.864e-06 8.537e-09 6.176e-02 2.932e-01 3.395e-04 +77 EP 5 2.547e-10 1.079e-02 2.207e-02 2.605e-02 1.800e-02 3.399e-02 3.576e-02 5.126e-02 5.421e-02 3.089e-02 4.420e-02 5.577e-02 1.678e-01 4.115e-01 3.772e-02 +77 EP 6 6.760e-03 2.211e-01 3.498e-01 1.882e-01 9.602e-02 5.710e-02 3.762e-02 2.194e-02 1.260e-02 4.805e-03 3.178e-03 5.463e-04 3.409e-04 9.173e-11 8.041e-11 +77 EP 7 1.908e-04 1.077e-02 2.577e-02 2.588e-02 2.559e-02 4.111e-02 4.920e-02 7.517e-02 7.393e-02 6.683e-02 8.647e-02 6.644e-02 1.570e-01 2.903e-01 5.403e-03 +77 EP 8 6.918e-05 1.092e-02 5.934e-02 5.238e-02 5.499e-02 8.482e-02 5.265e-02 8.792e-02 9.963e-02 1.135e-01 2.265e-01 1.573e-01 8.505e-10 6.833e-10 8.161e-11 +77 EP 9 1.298e-03 2.158e-01 2.840e-01 1.828e-01 1.206e-01 7.372e-02 3.755e-02 2.656e-02 2.051e-02 1.965e-02 1.753e-02 8.084e-09 5.491e-09 3.060e-09 1.635e-09 +77 EP 10 7.481e-05 1.852e-02 5.672e-02 4.493e-02 5.483e-02 7.317e-02 9.067e-02 7.621e-02 7.146e-02 6.935e-02 5.507e-02 1.627e-01 2.207e-01 4.265e-03 1.357e-03 +77 EP 11 2.853e-03 6.490e-02 2.135e-01 1.875e-01 1.562e-01 1.126e-01 8.680e-02 7.153e-02 5.900e-02 4.288e-02 2.205e-03 1.719e-10 1.524e-06 7.597e-11 2.059e-11 +77 EP 12 4.958e-08 5.172e-08 2.574e-05 5.537e-08 4.910e-08 1.349e-02 5.452e-02 8.102e-02 1.628e-01 2.887e-01 2.967e-01 4.399e-08 3.587e-02 6.686e-02 5.944e-08 +77 EP 13 1.512e-08 5.221e-02 1.123e-01 4.851e-02 5.128e-02 4.404e-02 2.745e-02 2.239e-02 8.523e-09 1.740e-03 1.845e-01 3.013e-01 6.907e-02 1.244e-02 7.282e-02 +77 EP 14 2.298e-06 4.528e-02 1.261e-01 1.201e-01 1.375e-01 1.612e-01 1.036e-01 7.301e-02 5.198e-02 4.095e-02 4.008e-02 6.748e-02 3.273e-02 4.245e-07 3.318e-09 +77 EP 15 6.386e-04 5.121e-02 4.939e-02 4.229e-02 4.962e-02 6.301e-02 5.726e-02 6.637e-02 7.990e-02 8.621e-02 9.604e-02 1.027e-01 1.153e-01 1.118e-01 2.828e-02 +77 EP 16 4.653e-04 1.382e-02 4.086e-02 2.802e-02 2.562e-02 6.963e-02 7.710e-02 6.456e-02 6.695e-02 6.227e-02 9.791e-02 2.714e-01 1.627e-01 1.872e-02 2.005e-08 +77 EP 17 7.259e-09 2.766e-04 1.426e-07 2.094e-02 2.390e-02 3.914e-02 3.939e-02 4.239e-02 2.713e-02 9.780e-03 3.695e-02 4.595e-02 1.314e-01 5.827e-01 3.108e-07 +77 EP 18 2.762e-08 6.151e-03 3.960e-08 3.510e-08 3.593e-08 5.984e-07 7.904e-02 5.780e-02 3.617e-08 6.523e-08 4.861e-08 2.332e-01 6.238e-01 3.097e-08 1.827e-08 +77 EP 19 7.723e-03 7.674e-08 1.307e-01 3.414e-01 2.491e-01 1.554e-01 3.185e-02 1.693e-02 2.810e-02 3.881e-02 1.174e-05 1.835e-08 5.492e-09 3.655e-09 1.590e-09 +77 EP 20 2.516e-03 1.022e-01 2.993e-01 2.374e-01 1.637e-01 7.939e-02 3.231e-02 2.066e-02 2.265e-02 2.161e-02 1.833e-02 3.019e-10 5.482e-10 3.025e-10 2.043e-11 +77 EP 21 1.997e-10 2.539e-03 3.551e-03 5.388e-03 3.446e-03 2.260e-02 3.554e-02 3.357e-02 2.545e-09 1.092e-06 1.856e-01 3.956e-01 1.763e-01 5.660e-02 7.929e-02 +77 EP 22 6.086e-11 6.103e-03 1.914e-02 1.617e-02 2.059e-02 2.488e-02 2.562e-02 2.835e-02 6.346e-02 7.109e-02 5.608e-02 8.598e-02 8.502e-02 2.438e-01 2.537e-01 +77 EP 23 1.052e-04 4.316e-03 1.264e-02 1.239e-02 1.546e-02 1.847e-02 2.119e-02 2.039e-02 3.107e-02 5.994e-02 5.293e-02 5.744e-02 7.428e-02 1.912e-01 4.282e-01 +77 EP 24 1.970e-01 3.515e-01 2.206e-01 1.009e-01 6.171e-02 3.004e-02 2.177e-02 9.455e-03 4.063e-03 2.690e-03 5.721e-10 3.575e-04 4.387e-10 2.069e-10 1.877e-10 +77 EP 25 1.042e-09 1.532e-02 1.973e-02 2.040e-02 3.016e-02 2.620e-02 2.634e-02 1.052e-01 3.200e-01 3.294e-01 8.102e-02 1.234e-02 8.779e-03 1.293e-08 5.033e-03 +77 EP 26 3.777e-04 3.026e-02 9.582e-02 7.392e-02 8.571e-02 9.159e-02 8.966e-02 8.542e-02 8.228e-02 9.689e-02 9.363e-02 9.096e-02 8.348e-02 1.600e-08 4.193e-10 +77 EP 27 3.312e-04 3.897e-02 5.191e-02 3.206e-02 2.253e-02 2.085e-02 1.839e-02 1.663e-02 3.343e-02 6.332e-02 6.403e-02 5.438e-02 9.829e-02 1.849e-01 3.000e-01 +77 EP 28 6.125e-08 6.184e-03 2.857e-02 5.380e-02 9.511e-02 1.145e-01 1.151e-01 1.113e-01 1.117e-01 1.452e-01 1.705e-01 4.796e-02 1.296e-04 8.446e-11 6.388e-11 +77 EP 29 3.493e-09 1.713e-09 2.114e-05 5.061e-02 1.520e-01 1.965e-01 2.238e-01 1.646e-01 1.162e-01 9.575e-02 4.987e-04 6.895e-10 7.141e-10 4.746e-10 3.289e-11 +77 TP 1 3.135e-01 1.926e-04 1.414e-01 3.665e-01 1.435e-08 4.576e-08 1.580e-08 7.774e-09 2.923e-08 1.124e-08 2.285e-09 9.965e-03 3.567e-05 4.142e-02 2.724e-08 2.322e-09 1.691e-02 4.087e-09 2.277e-09 1.282e-08 8.119e-09 2.013e-08 9.381e-09 5.030e-09 4.033e-09 9.341e-09 1.100e-01 2.117e-09 1.647e-08 +77 TP 2 1.057e-07 1.717e-08 1.260e-02 1.796e-08 1.567e-08 8.980e-09 1.895e-03 1.020e-08 1.058e-08 2.327e-08 5.165e-09 3.848e-03 2.687e-06 6.281e-06 3.367e-08 6.199e-09 5.291e-01 1.466e-08 4.895e-09 1.380e-08 1.053e-08 1.576e-04 1.392e-08 7.596e-09 1.167e-08 1.339e-08 4.524e-01 4.983e-09 1.626e-08 +77 TP 3 1.574e-08 1.947e-06 2.754e-01 2.309e-01 1.546e-08 6.066e-04 8.902e-06 1.165e-08 3.882e-01 1.928e-08 8.186e-09 9.959e-09 1.254e-08 9.223e-02 7.085e-08 7.426e-09 1.517e-08 9.321e-09 6.922e-09 8.280e-08 1.902e-08 2.218e-08 1.045e-08 1.265e-02 1.533e-08 1.530e-08 1.525e-08 6.153e-09 1.987e-08 +77 TP 4 4.010e-01 2.625e-02 9.892e-06 3.459e-01 5.743e-07 7.059e-09 7.020e-09 8.295e-09 8.229e-07 9.932e-09 4.063e-04 3.584e-09 3.625e-02 7.874e-02 4.552e-03 3.468e-09 9.888e-02 1.268e-08 5.665e-09 2.601e-08 8.363e-09 8.646e-09 2.023e-08 2.393e-03 5.540e-03 3.747e-08 1.994e-07 2.218e-09 2.232e-08 +77 TP 5 1.560e-10 1.848e-10 1.503e-10 5.190e-07 5.537e-01 2.195e-10 3.527e-03 1.349e-09 1.411e-04 2.971e-09 4.442e-09 7.989e-11 2.434e-10 2.223e-08 1.638e-09 9.331e-08 1.058e-06 1.066e-10 1.908e-09 4.629e-09 5.749e-02 6.030e-03 1.414e-01 8.606e-11 2.380e-02 2.135e-01 3.978e-04 1.109e-09 1.500e-09 +77 TP 6 3.680e-10 1.956e-10 3.292e-10 1.886e-10 1.061e-09 9.111e-01 2.948e-03 9.844e-09 1.571e-03 3.628e-09 2.330e-02 1.715e-10 2.651e-10 4.830e-05 1.647e-09 3.111e-09 2.174e-10 4.642e-10 4.719e-02 9.049e-07 4.711e-10 1.334e-09 1.653e-10 4.569e-03 1.998e-10 9.114e-03 1.455e-10 1.391e-04 3.135e-08 +77 TP 7 1.210e-10 5.752e-11 1.755e-10 1.044e-10 2.372e-09 5.483e-09 6.863e-01 2.029e-02 2.570e-10 2.052e-01 3.773e-08 3.189e-11 7.583e-11 1.159e-10 9.847e-10 3.848e-10 1.163e-10 1.952e-04 6.302e-07 1.415e-04 1.059e-09 7.934e-02 1.337e-09 1.206e-10 1.229e-09 2.080e-03 8.584e-11 3.851e-10 6.416e-03 +77 TP 8 8.066e-11 1.073e-10 7.695e-11 1.437e-10 1.496e-09 3.220e-04 2.326e-03 4.628e-01 1.442e-07 2.020e-01 1.772e-09 3.795e-11 5.391e-11 6.257e-11 8.563e-05 4.023e-10 5.762e-10 9.573e-11 4.246e-10 1.252e-01 1.596e-04 1.067e-04 4.747e-04 2.844e-04 6.885e-10 1.145e-09 1.001e-10 1.309e-09 2.061e-01 +77 TP 9 9.549e-09 8.455e-09 7.586e-09 6.162e-09 1.537e-02 2.755e-02 1.735e-08 1.630e-08 7.017e-01 2.486e-08 6.003e-07 5.846e-09 9.250e-09 2.113e-01 1.521e-02 1.886e-08 1.434e-08 1.580e-02 4.729e-09 1.734e-06 6.079e-09 9.436e-09 3.867e-09 7.693e-03 2.340e-04 1.034e-07 5.156e-09 2.780e-03 2.410e-03 +77 TP 10 8.389e-11 5.648e-11 2.000e-10 7.010e-11 1.786e-09 1.447e-06 1.740e-01 1.620e-01 6.654e-06 6.077e-01 1.064e-09 2.511e-11 3.930e-11 8.959e-11 7.963e-10 2.196e-10 8.316e-11 1.953e-10 2.941e-10 2.436e-02 3.214e-10 2.223e-09 2.906e-04 2.775e-10 4.135e-10 1.649e-09 6.132e-11 4.911e-10 3.172e-02 +77 TP 11 7.330e-11 7.729e-11 6.057e-11 3.883e-07 1.477e-10 1.058e-02 4.129e-10 5.451e-09 9.099e-07 9.647e-10 8.381e-01 3.511e-06 5.867e-11 3.547e-10 7.176e-11 1.779e-07 7.785e-08 1.100e-10 2.837e-07 4.937e-03 1.425e-10 1.726e-10 7.516e-11 2.351e-03 1.999e-10 2.299e-10 5.621e-11 1.440e-01 5.164e-06 +77 TP 12 3.602e-07 4.334e-01 4.689e-08 2.039e-07 4.855e-08 4.651e-08 2.590e-02 4.647e-08 4.337e-08 2.179e-03 2.617e-08 2.348e-01 1.824e-01 1.212e-01 1.106e-07 2.476e-08 5.254e-06 4.551e-08 2.324e-08 5.259e-08 1.100e-07 8.918e-08 3.997e-08 4.111e-08 4.226e-08 4.813e-08 6.616e-08 2.456e-08 6.618e-08 +77 TP 13 1.567e-08 4.771e-01 8.871e-09 7.067e-02 2.754e-08 5.926e-09 3.310e-03 1.142e-08 1.038e-08 1.388e-08 3.735e-09 4.350e-02 3.964e-01 7.691e-03 4.836e-05 4.854e-09 4.042e-07 8.206e-09 3.862e-09 1.112e-08 1.951e-08 2.515e-08 2.849e-08 7.847e-09 1.136e-08 1.951e-08 1.237e-03 5.107e-09 1.029e-08 +77 TP 14 1.287e-02 4.937e-02 9.870e-02 1.002e-08 1.128e-08 1.229e-03 2.026e-08 6.601e-09 1.166e-01 1.125e-08 3.607e-09 1.672e-02 1.293e-03 4.187e-01 5.519e-04 4.942e-09 1.721e-01 1.101e-01 3.624e-09 1.166e-08 6.629e-09 9.931e-04 5.346e-09 6.390e-04 6.202e-09 1.180e-08 1.406e-04 3.452e-09 7.043e-09 +77 TP 15 1.166e-09 6.483e-10 9.690e-07 1.634e-09 1.519e-09 4.718e-04 1.373e-09 7.089e-03 6.154e-10 1.460e-09 1.040e-10 1.577e-10 5.217e-10 1.793e-09 9.861e-01 4.691e-11 2.607e-06 1.301e-04 7.987e-11 2.643e-03 1.156e-09 1.009e-03 1.119e-09 6.985e-05 1.507e-09 1.896e-09 2.517e-03 5.332e-11 7.262e-06 +77 TP 16 2.459e-10 2.839e-10 2.573e-10 2.842e-10 6.343e-09 1.386e-03 6.187e-09 3.472e-09 1.049e-09 3.714e-09 5.151e-03 2.051e-10 3.267e-09 2.713e-10 3.553e-10 7.462e-01 3.732e-10 2.627e-10 8.426e-03 1.361e-03 1.322e-09 1.651e-09 2.399e-09 2.145e-09 4.612e-10 6.666e-04 4.252e-10 2.368e-01 4.292e-09 +77 TP 17 1.727e-01 5.119e-02 1.050e-02 5.976e-02 1.055e-02 2.658e-09 9.971e-09 6.345e-09 5.107e-09 9.052e-09 2.854e-09 8.804e-03 9.105e-02 9.964e-03 2.420e-08 1.994e-09 3.089e-01 1.819e-03 1.619e-09 6.062e-09 4.349e-09 2.073e-08 3.662e-03 2.658e-09 1.871e-03 6.787e-09 2.692e-01 1.507e-09 6.867e-09 +77 TP 18 4.082e-01 6.103e-03 3.229e-02 1.158e-07 2.931e-02 1.488e-07 1.375e-01 4.101e-08 4.130e-08 6.580e-08 2.409e-08 1.631e-02 1.854e-02 4.322e-02 7.290e-08 2.955e-08 2.486e-01 5.552e-02 1.951e-08 4.305e-08 2.171e-03 5.303e-08 2.585e-08 2.712e-08 2.199e-03 5.066e-08 3.746e-06 1.880e-08 3.589e-08 +77 TP 19 1.724e-08 4.296e-09 1.407e-08 5.930e-04 3.075e-08 8.924e-08 2.405e-07 1.112e-01 1.204e-05 1.414e-07 3.354e-01 5.079e-09 5.753e-09 5.821e-06 3.267e-08 9.555e-02 1.224e-08 1.778e-04 7.494e-07 1.126e-07 2.472e-08 2.375e-08 3.730e-09 3.252e-08 4.940e-09 1.158e-06 3.151e-09 3.587e-01 9.841e-02 +77 TP 20 1.507e-10 1.915e-10 1.038e-10 8.947e-11 2.549e-09 2.793e-08 6.317e-09 1.418e-01 1.543e-10 3.496e-03 3.396e-03 9.859e-11 1.220e-10 2.098e-10 9.901e-10 1.291e-09 2.706e-10 1.202e-09 2.282e-04 5.451e-01 1.042e-09 1.025e-09 2.589e-09 2.159e-03 4.054e-07 8.131e-09 1.198e-10 2.634e-09 3.038e-01 +77 TP 21 3.460e-10 6.685e-10 2.759e-10 1.190e-09 1.697e-04 2.041e-04 1.290e-08 3.536e-09 2.832e-04 4.099e-09 9.044e-04 2.298e-10 4.081e-10 3.622e-10 1.056e-08 4.524e-10 7.670e-10 2.586e-10 1.960e-09 2.712e-07 3.888e-01 1.741e-08 9.229e-05 5.238e-10 4.322e-01 1.773e-01 1.178e-09 9.128e-10 2.804e-09 +77 TP 22 2.565e-10 1.982e-10 6.973e-10 3.120e-10 7.780e-03 9.831e-10 2.169e-01 4.656e-03 1.891e-10 2.374e-08 8.764e-10 7.231e-11 1.906e-10 1.400e-05 2.997e-03 6.446e-10 6.821e-05 1.315e-09 2.322e-05 6.751e-09 5.026e-09 7.676e-01 2.519e-09 1.556e-10 4.629e-09 2.983e-06 1.993e-10 5.607e-10 3.621e-09 +77 TP 23 4.215e-05 8.647e-11 4.396e-11 6.274e-06 1.468e-01 2.253e-11 8.727e-10 7.311e-10 4.657e-11 7.141e-10 2.609e-11 2.876e-11 5.953e-11 4.913e-06 1.505e-09 8.211e-11 6.529e-05 8.365e-11 4.312e-11 8.107e-10 4.629e-02 6.798e-10 7.925e-01 2.402e-11 1.426e-02 1.037e-09 3.147e-10 5.242e-11 4.628e-10 +77 TP 24 5.562e-10 7.669e-10 4.777e-10 6.210e-10 1.719e-08 1.394e-02 1.336e-06 1.402e-02 5.695e-04 4.066e-09 1.443e-02 5.090e-10 7.260e-10 5.661e-04 2.479e-08 1.654e-09 2.565e-04 5.444e-10 4.615e-04 3.639e-02 2.483e-03 4.558e-06 8.369e-10 8.336e-01 5.829e-10 1.729e-02 5.251e-10 4.243e-02 2.352e-02 +77 TP 25 4.993e-10 5.772e-10 4.083e-10 9.700e-10 1.716e-02 1.243e-09 6.279e-08 4.240e-09 4.720e-10 7.028e-09 1.766e-07 3.154e-10 4.354e-10 5.941e-10 1.104e-08 1.377e-09 9.823e-10 3.915e-10 2.454e-09 1.314e-08 3.190e-08 3.439e-08 9.815e-01 1.344e-03 1.303e-08 2.016e-08 1.248e-09 7.953e-10 6.750e-09 +77 TP 26 1.527e-10 1.656e-10 1.085e-10 1.815e-10 2.750e-01 1.790e-03 1.642e-08 1.338e-09 2.842e-10 3.163e-09 2.563e-06 8.447e-11 1.076e-10 1.336e-10 2.392e-09 2.389e-04 3.240e-10 1.853e-10 1.119e-05 3.724e-09 1.802e-07 1.622e-08 8.224e-06 1.194e-03 7.120e-03 7.147e-01 2.392e-10 2.953e-10 2.475e-09 +77 TP 27 1.463e-02 1.893e-03 2.106e-09 7.067e-03 8.082e-04 4.586e-10 4.342e-09 1.816e-09 1.083e-09 3.067e-09 3.780e-10 8.810e-10 2.905e-02 1.656e-03 2.988e-02 8.595e-10 9.493e-02 2.806e-06 4.556e-10 1.420e-09 1.591e-09 3.662e-09 2.298e-09 5.405e-10 4.675e-06 3.573e-09 8.201e-01 5.662e-10 1.644e-09 +77 TP 28 1.120e-10 2.093e-10 1.119e-10 3.950e-10 2.345e-10 7.877e-03 3.052e-09 3.043e-09 8.235e-05 1.383e-09 2.279e-01 5.488e-10 8.814e-11 1.155e-10 9.748e-11 6.447e-02 1.351e-09 1.295e-10 1.528e-09 2.973e-05 1.884e-10 4.569e-10 1.152e-10 5.247e-03 2.046e-10 2.813e-10 1.657e-10 6.944e-01 6.543e-09 +77 TP 29 1.394e-10 1.982e-10 9.112e-11 9.740e-11 5.251e-09 1.476e-09 4.124e-02 2.738e-01 1.051e-10 1.018e-01 6.550e-04 4.518e-05 1.037e-10 1.144e-10 5.560e-03 4.672e-10 2.443e-10 3.363e-05 5.002e-06 2.051e-01 1.418e-08 4.099e-09 1.554e-09 2.544e-03 1.383e-04 2.792e-09 1.224e-10 6.415e-09 3.691e-01 +78 IP 1 7.942e-09 +78 IP 2 1.447e-02 +78 IP 3 1.125e-07 +78 IP 4 3.346e-08 +78 IP 5 2.659e-08 +78 IP 6 1.612e-01 +78 IP 7 2.593e-02 +78 IP 8 5.276e-03 +78 IP 9 1.073e-08 +78 IP 10 2.075e-01 +78 IP 11 3.787e-02 +78 IP 12 8.584e-08 +78 IP 13 2.763e-08 +78 IP 14 5.472e-02 +78 IP 15 1.164e-08 +78 IP 16 4.171e-08 +78 IP 17 9.200e-09 +78 IP 18 8.921e-08 +78 IP 19 7.518e-09 +78 IP 20 2.571e-02 +78 IP 21 1.037e-01 +78 IP 22 2.833e-08 +78 IP 23 6.254e-03 +78 IP 24 1.210e-01 +78 IP 25 1.018e-02 +78 IP 26 2.960e-08 +78 IP 27 2.740e-08 +78 IP 28 9.701e-04 +78 IP 29 1.437e-08 +78 IP 30 2.192e-01 +78 IP 31 6.028e-03 +78 IP 32 1.355e-08 +78 EP 1 8.390e-11 1.069e-02 3.970e-02 3.693e-02 4.768e-02 6.720e-02 6.298e-02 6.492e-02 8.233e-02 8.716e-02 2.183e-01 2.569e-01 2.523e-02 1.973e-10 1.062e-10 +78 EP 2 3.131e-10 1.588e-02 4.203e-02 3.616e-02 6.519e-02 9.421e-02 9.568e-02 8.849e-02 8.824e-02 9.318e-02 1.071e-01 1.547e-01 1.191e-01 3.134e-10 5.891e-11 +78 EP 3 9.194e-11 1.116e-02 2.354e-02 2.432e-02 1.643e-02 2.140e-02 2.586e-02 2.402e-02 1.694e-02 6.091e-09 3.707e-02 1.999e-01 2.262e-01 1.842e-01 1.889e-01 +78 EP 4 2.823e-10 1.886e-02 4.957e-02 4.465e-02 4.733e-02 6.222e-02 5.903e-02 4.299e-02 4.784e-02 5.125e-02 1.002e-01 1.342e-01 1.542e-01 1.877e-01 4.073e-09 +78 EP 5 7.223e-04 9.545e-09 5.715e-05 1.632e-08 1.063e-04 2.022e-02 3.582e-02 5.029e-02 1.298e-01 3.063e-01 3.374e-01 1.101e-01 1.532e-08 8.851e-09 9.145e-03 +78 EP 6 1.570e-02 2.706e-01 3.673e-01 1.670e-01 8.379e-02 4.107e-02 2.734e-02 1.121e-02 9.773e-03 4.670e-03 1.449e-03 2.561e-10 2.334e-05 8.213e-11 7.942e-11 +78 EP 7 1.361e-03 5.780e-02 1.656e-01 1.447e-01 1.331e-01 1.172e-01 8.498e-02 7.156e-02 6.047e-02 6.189e-02 6.389e-02 3.742e-02 2.311e-10 3.931e-11 3.065e-11 +78 EP 8 3.627e-04 3.830e-02 4.543e-02 3.509e-02 3.438e-02 4.533e-02 4.499e-02 4.739e-02 5.884e-02 7.227e-02 8.350e-02 9.852e-02 1.311e-01 1.733e-01 9.117e-02 +78 EP 9 1.917e-04 2.499e-02 3.048e-02 2.696e-02 1.605e-02 4.230e-02 3.016e-02 4.869e-02 1.903e-01 3.039e-01 1.362e-01 6.249e-09 4.637e-02 1.033e-01 5.610e-05 +78 EP 10 1.806e-03 9.835e-02 2.660e-01 1.983e-01 1.528e-01 9.145e-02 6.119e-02 3.404e-02 3.165e-02 1.725e-02 3.554e-02 1.173e-02 3.665e-10 1.827e-10 6.003e-11 +78 EP 11 1.590e-04 1.071e-02 1.804e-02 2.160e-02 1.985e-02 2.996e-02 3.950e-02 6.680e-02 7.386e-02 6.629e-02 9.467e-02 9.046e-02 1.676e-01 2.967e-01 3.776e-03 +78 EP 12 1.706e-10 1.496e-09 3.752e-09 3.662e-09 1.617e-02 3.525e-02 5.370e-02 8.127e-02 7.388e-02 1.037e-01 1.063e-01 1.370e-01 2.214e-01 1.695e-01 1.738e-03 +78 EP 13 4.335e-11 3.831e-03 1.589e-02 1.458e-02 1.836e-02 2.462e-02 2.975e-02 3.349e-02 5.775e-02 7.839e-02 6.581e-02 8.039e-02 9.361e-02 2.163e-01 2.672e-01 +78 EP 14 3.867e-10 2.660e-03 3.647e-05 4.637e-03 1.228e-02 2.267e-02 3.192e-02 5.738e-02 5.552e-02 2.154e-02 4.168e-02 4.363e-02 1.496e-01 5.211e-01 3.531e-02 +78 EP 15 4.255e-03 1.051e-01 2.684e-01 2.178e-01 1.628e-01 1.058e-01 7.055e-02 4.000e-02 2.532e-02 3.411e-08 3.024e-10 4.402e-10 8.344e-11 4.682e-11 3.908e-11 +78 EP 16 5.562e-10 1.023e-02 4.514e-04 3.643e-07 1.220e-07 3.428e-03 9.628e-02 1.757e-01 2.131e-01 1.530e-01 2.045e-01 1.420e-01 1.276e-03 6.824e-10 5.099e-10 +78 EP 17 1.009e-10 1.421e-04 3.541e-02 7.046e-02 1.141e-01 1.308e-01 1.395e-01 1.362e-01 1.290e-01 1.538e-01 9.063e-02 6.410e-10 1.138e-10 3.972e-11 2.711e-11 +78 EP 18 7.229e-10 5.811e-10 3.181e-03 2.779e-02 6.144e-02 9.386e-02 8.083e-02 7.208e-02 1.092e-01 1.398e-01 2.107e-01 2.012e-01 1.024e-09 2.253e-10 7.008e-11 +78 EP 19 2.194e-10 5.421e-03 2.036e-02 1.294e-02 1.837e-02 4.401e-02 7.854e-02 7.794e-02 5.629e-02 5.911e-02 4.511e-02 1.424e-01 3.667e-01 7.211e-02 6.134e-04 +78 EP 20 2.048e-10 3.780e-09 6.922e-08 1.626e-08 8.102e-03 3.117e-02 4.476e-02 4.574e-02 4.391e-02 1.524e-01 3.350e-01 3.166e-01 2.547e-09 1.300e-08 2.223e-02 +78 EP 21 1.530e-03 4.166e-02 1.558e-01 1.478e-01 1.567e-01 1.388e-01 1.122e-01 9.443e-02 6.198e-02 5.607e-02 3.280e-02 2.354e-04 1.840e-10 7.975e-11 7.032e-11 +78 EP 22 1.822e-10 3.458e-03 4.109e-02 2.994e-02 4.662e-02 6.393e-02 8.522e-02 9.022e-02 8.344e-02 8.066e-02 9.654e-02 1.629e-01 1.701e-01 4.499e-02 8.762e-04 +78 EP 23 5.509e-04 5.194e-02 4.609e-02 4.813e-02 2.561e-02 3.814e-02 9.847e-02 2.729e-01 2.934e-01 1.243e-01 5.210e-04 5.272e-09 1.194e-08 1.384e-08 5.318e-09 +78 EP 24 6.944e-04 2.813e-02 8.948e-02 7.466e-02 7.722e-02 9.558e-02 9.247e-02 8.152e-02 8.023e-02 9.380e-02 8.122e-02 8.893e-02 1.161e-01 9.701e-09 5.620e-10 +78 EP 25 4.740e-11 1.692e-03 1.212e-02 9.065e-03 1.553e-02 1.550e-02 1.861e-02 1.395e-02 1.088e-02 3.349e-02 4.514e-02 4.991e-02 6.508e-02 1.949e-01 5.142e-01 +78 EP 26 2.020e-10 1.123e-09 6.150e-02 1.016e-01 1.541e-01 1.980e-01 1.758e-01 1.608e-01 8.954e-02 5.295e-02 1.518e-06 1.567e-07 5.764e-03 9.544e-10 2.104e-10 +78 EP 27 5.543e-04 6.768e-02 2.243e-01 1.879e-01 1.484e-01 1.098e-01 9.101e-02 7.397e-02 5.551e-02 3.140e-02 7.770e-03 1.640e-03 3.009e-10 5.728e-11 5.504e-11 +78 EP 28 4.838e-10 1.945e-03 1.555e-02 1.229e-02 1.527e-04 2.066e-04 3.079e-02 4.316e-02 4.863e-02 1.266e-02 2.170e-02 1.761e-02 2.567e-01 5.386e-01 3.476e-09 +78 EP 29 4.560e-05 3.755e-03 1.052e-02 1.071e-02 1.495e-02 1.762e-02 2.449e-02 3.113e-02 6.557e-02 6.149e-02 4.951e-02 7.191e-02 9.180e-02 3.114e-01 2.351e-01 +78 EP 30 2.309e-01 2.975e-01 2.210e-01 1.130e-01 5.842e-02 4.047e-02 1.793e-02 1.198e-02 8.012e-03 5.763e-04 1.223e-04 9.292e-09 2.675e-10 2.521e-10 2.444e-10 +78 EP 31 4.846e-05 8.194e-03 5.578e-02 2.751e-02 4.198e-02 8.049e-02 1.061e-01 9.404e-02 4.995e-02 4.695e-02 3.770e-07 1.375e-01 3.515e-01 8.943e-08 2.097e-10 +78 EP 32 1.052e-09 7.189e-03 4.834e-09 4.368e-02 2.572e-02 1.032e-02 5.264e-02 2.357e-01 4.387e-01 1.601e-01 2.019e-04 1.435e-08 2.575e-02 1.569e-08 1.225e-08 +78 TP 1 6.443e-01 3.689e-10 1.421e-10 4.676e-10 4.352e-10 1.024e-03 2.521e-09 1.187e-10 1.522e-10 3.683e-10 1.090e-09 7.145e-10 3.030e-10 3.149e-10 2.265e-02 4.148e-03 2.334e-01 2.048e-06 8.268e-02 1.687e-10 1.022e-02 9.651e-10 4.166e-10 4.009e-10 1.126e-10 3.397e-10 1.300e-03 3.380e-09 4.972e-10 2.826e-04 1.238e-08 1.563e-10 +78 TP 2 1.049e-10 6.561e-01 4.163e-10 2.753e-04 6.928e-03 5.070e-10 2.660e-03 2.921e-03 3.441e-07 1.578e-01 7.254e-10 1.041e-08 1.152e-02 5.331e-10 8.309e-11 4.692e-04 9.732e-11 7.664e-10 6.761e-11 6.949e-04 3.460e-09 1.484e-09 1.576e-02 2.616e-10 4.401e-10 2.678e-02 2.958e-10 1.179e-01 1.728e-10 2.875e-06 4.053e-10 1.045e-04 +78 TP 3 1.501e-10 1.083e-09 3.921e-01 2.183e-09 1.227e-09 7.774e-11 2.656e-10 2.813e-09 3.358e-01 6.970e-07 5.309e-05 1.691e-04 1.111e-09 3.186e-02 1.102e-10 2.597e-10 1.401e-10 3.673e-10 2.401e-10 9.908e-02 2.020e-10 4.219e-04 1.234e-09 6.379e-02 7.676e-02 1.043e-09 8.851e-11 2.580e-09 9.340e-10 5.902e-11 7.115e-10 4.389e-08 +78 TP 4 9.701e-11 2.018e-03 6.052e-10 5.474e-01 4.876e-02 1.364e-10 3.492e-10 1.529e-08 4.038e-10 7.875e-10 8.884e-10 1.770e-01 9.449e-02 7.950e-10 6.639e-11 5.404e-10 7.891e-11 8.394e-10 9.085e-11 1.385e-09 2.022e-10 8.006e-10 8.147e-02 4.853e-10 3.746e-10 1.063e-02 5.907e-11 3.818e-02 3.684e-10 5.388e-11 5.362e-10 5.370e-10 +78 TP 5 5.175e-10 1.027e-08 1.980e-09 1.464e-08 3.758e-01 2.128e-03 3.534e-09 9.058e-03 3.737e-09 3.602e-08 1.249e-08 6.455e-09 4.299e-02 2.334e-09 4.479e-10 4.758e-09 7.126e-10 3.312e-09 6.071e-10 1.727e-08 2.847e-09 2.027e-09 3.416e-01 2.620e-09 2.199e-09 2.257e-01 6.257e-10 1.572e-08 1.567e-09 3.279e-08 1.215e-08 2.640e-03 +78 TP 6 4.893e-10 3.601e-09 3.252e-10 4.173e-10 5.926e-10 8.945e-01 5.431e-02 5.431e-10 1.509e-10 6.292e-03 3.336e-10 2.357e-10 1.648e-10 3.696e-10 2.363e-03 8.577e-10 1.458e-07 2.706e-04 1.913e-10 3.723e-05 6.500e-03 1.138e-09 2.652e-10 5.917e-03 1.269e-10 8.695e-03 1.833e-02 2.694e-10 1.576e-10 2.752e-03 8.390e-10 2.711e-10 +78 TP 7 1.218e-08 1.139e-07 1.438e-10 4.452e-10 5.320e-10 1.618e-02 9.006e-01 6.392e-11 1.271e-10 1.414e-02 1.858e-10 2.942e-10 1.437e-10 1.235e-10 8.673e-10 1.084e-09 3.184e-07 1.121e-03 1.675e-10 1.916e-10 2.576e-09 6.740e-02 2.636e-10 1.739e-10 6.963e-11 2.003e-08 1.409e-04 3.177e-10 1.049e-10 4.650e-04 8.881e-10 1.269e-10 +78 TP 8 7.058e-11 4.528e-03 7.564e-10 3.901e-06 2.583e-03 6.173e-11 7.657e-11 9.864e-01 4.727e-10 2.129e-03 1.134e-10 9.254e-09 2.973e-03 5.673e-10 6.083e-11 2.534e-10 6.787e-11 2.089e-10 4.690e-11 1.870e-10 1.350e-10 7.781e-11 4.547e-07 2.506e-10 1.092e-03 1.895e-04 6.504e-05 1.538e-07 1.286e-10 6.812e-11 1.522e-10 1.706e-10 +78 TP 9 2.538e-10 1.387e-09 3.880e-04 1.765e-09 1.037e-03 1.823e-10 9.368e-10 3.806e-09 5.272e-08 1.347e-08 1.097e-09 4.052e-04 4.129e-09 1.288e-01 1.636e-10 7.331e-10 3.637e-10 1.130e-09 1.208e-07 5.314e-09 4.649e-10 1.372e-09 9.323e-10 5.441e-09 8.693e-01 8.734e-10 1.137e-10 1.223e-09 1.127e-09 9.939e-11 1.083e-09 5.009e-09 +78 TP 10 4.643e-10 2.754e-01 3.003e-10 1.566e-09 5.238e-09 1.271e-03 1.166e-02 5.545e-10 2.236e-10 5.645e-01 3.367e-10 3.884e-10 3.601e-10 2.760e-10 1.208e-10 2.665e-09 1.413e-10 3.171e-04 1.456e-10 1.001e-09 4.011e-06 8.113e-10 5.749e-10 5.384e-10 1.503e-10 1.467e-01 1.821e-10 3.055e-05 1.155e-10 4.398e-10 9.093e-10 1.046e-04 +78 TP 11 1.045e-08 2.315e-09 3.572e-10 2.699e-09 2.315e-03 9.236e-11 5.506e-10 1.828e-09 3.908e-10 4.300e-04 7.333e-01 1.332e-07 3.913e-10 1.089e-03 4.678e-10 1.523e-09 2.851e-08 4.258e-02 8.702e-04 4.108e-06 4.279e-05 3.925e-10 8.396e-10 1.159e-03 3.387e-10 1.883e-09 1.425e-04 2.602e-09 5.549e-02 9.086e-11 1.621e-01 4.958e-04 +78 TP 12 2.267e-10 4.906e-06 9.000e-10 5.120e-09 4.460e-03 6.689e-04 1.140e-06 2.323e-09 7.738e-10 3.472e-01 2.014e-09 4.526e-01 4.189e-09 9.546e-10 2.408e-10 2.446e-05 1.982e-10 8.033e-03 1.976e-10 2.157e-09 4.598e-06 3.424e-09 6.887e-09 1.813e-09 6.901e-10 1.870e-01 2.671e-10 2.589e-09 7.120e-10 4.422e-10 2.490e-09 1.250e-09 +78 TP 13 5.938e-11 2.229e-09 4.281e-10 1.759e-01 9.413e-10 4.533e-11 1.210e-10 8.074e-04 3.704e-10 1.773e-03 2.869e-10 6.880e-03 7.884e-01 4.480e-10 3.730e-11 2.074e-10 5.580e-11 5.287e-10 5.242e-11 4.330e-10 9.630e-11 2.351e-10 6.916e-03 3.562e-10 2.888e-10 2.882e-03 3.319e-11 1.637e-02 2.189e-10 2.737e-11 3.297e-10 6.504e-10 +78 TP 14 6.937e-11 5.743e-10 1.364e-01 7.657e-10 4.618e-10 6.426e-11 1.496e-04 5.578e-10 3.979e-02 1.166e-08 1.983e-09 5.268e-03 1.774e-09 4.445e-01 4.582e-10 3.253e-10 1.236e-10 3.047e-10 1.303e-10 6.271e-02 2.910e-10 1.670e-09 4.713e-10 2.077e-01 1.006e-01 4.019e-10 6.898e-11 1.201e-09 2.900e-03 3.763e-11 4.408e-10 1.914e-09 +78 TP 15 9.662e-07 3.945e-10 1.357e-10 2.498e-10 1.722e-10 3.610e-09 1.466e-04 6.088e-11 6.630e-11 6.144e-10 4.870e-10 1.473e-10 9.439e-11 7.765e-10 6.758e-01 8.223e-10 3.181e-01 7.261e-04 4.484e-10 9.483e-11 5.472e-04 8.676e-10 2.464e-10 3.686e-10 6.460e-11 4.173e-08 2.326e-03 3.411e-10 1.332e-10 2.414e-03 1.089e-09 9.770e-11 +78 TP 16 3.420e-09 6.338e-09 9.588e-10 5.711e-09 1.728e-09 4.479e-03 1.446e-09 1.074e-09 3.117e-09 2.960e-08 7.706e-02 9.700e-04 2.475e-03 2.752e-09 1.565e-02 2.759e-01 3.955e-03 1.557e-08 2.133e-09 1.008e-06 4.471e-01 6.358e-10 4.712e-09 1.426e-09 5.720e-10 1.293e-08 2.881e-04 1.623e-07 9.452e-09 5.058e-03 1.671e-01 1.068e-05 +78 TP 17 1.140e-01 3.711e-10 6.154e-11 5.540e-10 1.245e-05 2.665e-07 6.101e-10 5.451e-11 5.389e-11 2.804e-10 1.807e-03 6.275e-10 1.570e-10 2.368e-10 1.880e-01 5.457e-08 6.884e-01 7.634e-08 1.149e-03 8.152e-11 9.854e-10 3.231e-04 2.621e-10 3.243e-10 4.669e-11 3.968e-10 1.868e-03 8.668e-05 5.021e-10 4.381e-03 3.322e-06 6.314e-11 +78 TP 18 1.472e-09 7.653e-09 1.996e-10 3.271e-09 1.836e-07 6.450e-10 5.728e-10 2.940e-10 2.142e-10 1.944e-03 8.430e-05 3.782e-04 8.997e-10 5.553e-10 7.059e-06 2.106e-01 3.556e-09 3.994e-01 5.501e-10 5.126e-10 1.344e-01 2.285e-10 2.616e-09 5.848e-10 1.250e-10 7.877e-09 2.101e-04 6.396e-09 8.897e-10 3.018e-10 2.530e-01 5.385e-10 +78 TP 19 2.805e-01 9.703e-10 6.087e-10 1.003e-09 1.769e-09 6.528e-10 4.743e-08 3.822e-10 5.057e-10 2.155e-09 2.982e-09 1.645e-09 6.321e-10 1.828e-09 4.019e-09 1.206e-08 2.729e-03 2.396e-04 7.137e-01 1.004e-09 2.723e-03 2.437e-09 7.592e-10 1.347e-09 5.281e-10 9.497e-10 8.494e-05 1.297e-09 2.663e-09 4.312e-10 7.117e-09 6.218e-10 +78 TP 20 2.832e-10 1.480e-09 2.312e-02 1.979e-09 2.538e-03 1.603e-09 1.058e-09 7.788e-09 7.514e-02 2.865e-09 1.041e-03 1.844e-09 3.388e-09 3.425e-06 2.546e-10 9.436e-10 3.174e-10 1.803e-09 9.087e-10 4.024e-01 1.584e-09 5.200e-04 2.748e-09 1.721e-01 9.718e-09 2.602e-09 1.290e-07 1.928e-09 2.053e-08 1.623e-09 2.609e-09 3.231e-01 +78 TP 21 1.148e-09 1.026e-09 1.858e-10 6.505e-10 1.296e-09 4.238e-04 4.964e-10 1.274e-10 9.506e-11 9.555e-10 1.804e-04 2.492e-10 1.573e-10 2.363e-04 1.759e-03 3.910e-04 2.737e-09 2.539e-01 3.381e-10 2.044e-10 7.112e-01 1.969e-10 3.342e-10 7.151e-10 8.263e-11 4.448e-09 1.533e-09 4.527e-09 3.652e-10 2.685e-03 2.920e-02 1.989e-10 +78 TP 22 7.262e-10 3.300e-09 8.432e-10 1.667e-09 1.048e-09 3.854e-03 1.911e-01 1.850e-10 9.526e-04 1.424e-08 8.852e-10 3.188e-09 2.741e-09 7.668e-10 2.186e-07 9.030e-10 9.893e-04 7.118e-10 5.179e-10 7.347e-10 1.674e-09 8.008e-01 1.559e-09 5.544e-10 2.253e-09 2.619e-09 2.152e-03 1.593e-09 6.267e-10 1.952e-04 7.583e-10 1.036e-09 +78 TP 23 4.901e-10 1.451e-02 2.400e-09 2.824e-03 1.718e-02 3.333e-05 2.250e-09 9.581e-03 6.172e-09 6.153e-09 2.131e-04 1.966e-01 2.657e-01 1.011e-08 5.848e-10 4.244e-07 8.245e-10 3.964e-09 4.357e-10 2.505e-09 2.125e-09 3.813e-09 8.787e-03 1.568e-09 2.702e-08 3.235e-02 4.560e-10 4.522e-01 1.648e-09 1.313e-07 2.607e-09 4.154e-09 +78 TP 24 7.669e-11 5.142e-10 4.754e-04 3.887e-10 5.546e-10 1.748e-03 1.268e-09 3.737e-10 2.484e-09 1.386e-09 5.552e-10 3.886e-10 6.154e-10 2.985e-01 1.421e-09 2.539e-10 1.102e-10 3.079e-10 1.034e-10 2.056e-02 2.584e-10 3.761e-10 4.064e-10 6.595e-01 8.831e-03 4.604e-10 3.973e-04 6.552e-10 4.876e-10 5.133e-04 3.804e-10 9.465e-03 +78 TP 25 7.635e-11 1.191e-09 1.598e-01 5.589e-04 5.920e-10 2.114e-11 5.389e-11 7.115e-04 7.796e-02 1.852e-04 2.866e-10 8.378e-09 5.243e-10 1.236e-01 2.227e-11 8.534e-11 3.792e-11 1.263e-10 9.054e-11 1.576e-03 4.497e-11 2.164e-10 3.569e-10 2.338e-09 6.354e-01 1.779e-04 1.969e-11 1.200e-09 2.594e-10 1.837e-11 1.610e-10 9.600e-06 +78 TP 26 2.404e-10 3.916e-01 1.315e-09 1.515e-08 4.386e-02 1.088e-07 6.488e-09 4.371e-05 8.883e-09 2.830e-08 1.343e-05 1.443e-09 4.270e-03 6.899e-04 1.910e-10 8.808e-09 1.865e-10 2.144e-09 2.457e-10 1.581e-09 6.546e-09 8.968e-10 2.223e-08 1.016e-09 6.791e-04 4.368e-01 2.883e-10 1.211e-01 3.909e-10 4.460e-04 1.646e-09 5.362e-04 +78 TP 27 8.688e-10 7.394e-10 1.480e-10 3.634e-10 1.130e-09 1.057e-02 4.334e-03 8.255e-11 1.223e-10 7.806e-10 7.956e-05 2.734e-10 1.252e-10 1.071e-06 6.621e-03 3.208e-10 1.034e-03 3.749e-10 3.313e-09 5.713e-04 5.038e-10 6.749e-04 4.509e-10 1.837e-04 8.907e-11 6.580e-04 9.744e-01 3.995e-10 1.290e-10 8.632e-04 1.300e-09 3.339e-10 +78 TP 28 8.170e-10 1.772e-06 6.485e-03 5.722e-01 3.598e-02 1.232e-10 3.196e-10 5.108e-03 1.112e-08 9.423e-10 5.395e-04 1.843e-09 1.478e-01 2.718e-03 1.105e-10 5.758e-10 3.024e-10 2.065e-09 2.207e-10 1.185e-08 4.393e-10 1.083e-09 3.318e-02 8.505e-10 2.020e-03 3.507e-02 9.557e-11 1.589e-01 1.376e-09 7.816e-11 2.408e-09 3.310e-09 +78 TP 29 4.254e-09 2.252e-09 1.155e-09 3.788e-09 1.364e-09 1.822e-10 4.324e-10 6.628e-10 8.926e-10 1.219e-09 1.894e-01 1.022e-08 1.129e-09 4.578e-03 3.792e-10 1.663e-09 6.720e-05 2.032e-04 1.063e-04 2.488e-03 1.593e-09 9.467e-10 1.127e-09 2.668e-09 9.811e-10 7.891e-10 1.952e-10 2.174e-09 7.914e-01 1.460e-10 1.175e-02 1.408e-09 +78 TP 30 1.968e-09 4.601e-06 5.413e-10 2.951e-09 6.470e-04 1.391e-02 5.561e-03 3.918e-09 3.687e-10 7.248e-09 8.292e-10 7.392e-10 6.605e-10 5.307e-10 1.287e-02 2.697e-09 4.880e-02 1.244e-02 4.710e-10 3.191e-09 3.325e-02 1.129e-09 6.576e-10 7.705e-03 3.184e-10 3.163e-03 4.425e-08 2.812e-09 3.989e-10 8.617e-01 1.843e-09 5.371e-10 +78 TP 31 1.677e-09 1.371e-09 2.921e-10 9.104e-10 3.030e-09 2.236e-10 9.167e-10 3.300e-10 1.909e-10 2.510e-09 2.406e-01 1.621e-08 4.551e-10 1.496e-05 5.612e-04 6.046e-03 3.176e-09 2.656e-01 1.546e-09 2.389e-09 3.788e-02 2.961e-10 4.290e-10 4.487e-10 1.746e-10 1.486e-09 4.669e-10 2.948e-09 9.142e-04 6.820e-06 4.484e-01 2.988e-10 +78 TP 32 7.746e-10 4.833e-09 7.282e-09 3.979e-09 1.080e-08 7.525e-09 2.589e-09 1.542e-08 1.536e-08 5.115e-09 2.326e-02 3.735e-09 1.708e-08 4.360e-01 6.503e-10 3.772e-09 1.234e-03 4.040e-09 3.690e-04 1.494e-03 1.503e-09 2.128e-09 3.006e-09 5.848e-02 4.786e-01 1.014e-08 2.989e-07 4.068e-09 2.191e-05 4.772e-04 3.852e-09 7.792e-06 +79 IP 1 2.804e-02 +79 IP 2 1.927e-02 +79 IP 3 1.253e-08 +79 IP 4 4.066e-02 +79 IP 5 2.499e-01 +79 IP 6 4.670e-01 +79 IP 7 2.091e-08 +79 IP 8 1.445e-02 +79 IP 9 6.847e-09 +79 IP 10 2.104e-02 +79 IP 11 1.498e-08 +79 IP 12 3.964e-02 +79 IP 13 7.632e-09 +79 IP 14 1.310e-02 +79 IP 15 1.708e-02 +79 IP 16 1.620e-08 +79 IP 17 1.595e-02 +79 IP 18 1.183e-02 +79 IP 19 9.285e-08 +79 IP 20 6.769e-03 +79 IP 21 4.313e-04 +79 IP 22 2.917e-02 +79 IP 23 2.568e-02 +79 IP 24 7.689e-08 +79 EP 1 2.345e-03 1.091e-01 2.728e-01 1.971e-01 1.445e-01 9.542e-02 6.818e-02 5.252e-02 3.382e-02 1.600e-02 6.233e-03 1.960e-03 5.191e-05 7.219e-11 6.899e-11 6.888e-11 +79 EP 2 7.165e-11 3.196e-03 4.049e-02 4.916e-02 6.983e-02 1.022e-01 1.084e-01 1.060e-01 1.014e-01 9.726e-02 9.451e-02 1.222e-01 1.053e-01 2.396e-10 6.803e-11 1.015e-11 +79 EP 3 7.995e-10 6.385e-03 2.235e-03 5.597e-03 3.647e-03 1.244e-02 2.912e-02 3.940e-02 3.085e-09 2.118e-09 1.073e-01 3.520e-01 2.052e-01 1.143e-01 1.224e-01 6.961e-11 +79 EP 4 3.817e-10 3.549e-02 4.407e-02 3.657e-02 1.673e-03 3.628e-02 8.163e-02 2.449e-01 3.818e-01 1.281e-01 9.437e-03 2.793e-09 2.281e-08 8.669e-09 8.565e-09 1.024e-10 +79 EP 5 2.972e-03 8.843e-02 2.426e-01 1.803e-01 1.508e-01 1.107e-01 6.525e-02 4.649e-02 3.348e-02 2.362e-02 3.181e-02 2.353e-02 1.954e-10 1.255e-10 5.411e-11 2.551e-11 +79 EP 6 1.143e-01 3.337e-01 2.904e-01 1.359e-01 6.551e-02 2.897e-02 1.520e-02 1.011e-02 3.912e-03 2.068e-03 4.713e-10 2.148e-10 1.394e-10 1.197e-10 1.163e-10 1.131e-10 +79 EP 7 1.066e-07 2.537e-08 3.686e-02 6.180e-02 9.905e-02 1.203e-01 1.531e-01 1.427e-01 1.394e-01 1.614e-01 8.533e-02 3.973e-06 1.100e-10 1.061e-10 2.341e-05 3.063e-11 +79 EP 8 2.573e-04 1.163e-02 1.283e-02 3.116e-02 2.740e-02 3.985e-02 5.295e-02 8.551e-02 2.971e-01 3.334e-01 7.910e-02 6.538e-09 2.829e-02 5.297e-04 1.546e-08 1.389e-10 +79 EP 9 1.615e-09 7.241e-07 4.300e-02 4.999e-07 6.480e-03 5.065e-07 2.243e-08 4.053e-08 2.242e-08 1.317e-07 4.284e-08 4.023e-08 1.757e-08 6.488e-08 9.505e-01 5.287e-10 +79 EP 10 1.755e-10 3.634e-09 1.772e-08 4.400e-03 1.382e-02 3.048e-02 3.366e-02 5.329e-02 5.074e-02 4.825e-09 3.459e-03 2.961e-03 1.561e-01 6.510e-01 2.331e-09 3.363e-11 +79 EP 11 3.574e-10 8.963e-03 3.322e-02 3.567e-02 4.928e-02 6.677e-02 7.823e-02 8.158e-02 6.772e-02 8.216e-02 1.933e-01 2.449e-01 5.391e-02 4.304e-03 2.237e-10 9.517e-11 +79 EP 12 5.331e-04 4.392e-02 6.654e-02 5.896e-02 6.979e-02 8.367e-02 7.938e-02 7.882e-02 8.064e-02 7.921e-02 8.478e-02 9.279e-02 1.021e-01 7.888e-02 2.581e-10 1.662e-11 +79 EP 13 8.337e-10 4.060e-03 2.858e-02 6.116e-02 1.253e-01 2.763e-01 2.136e-01 1.929e-01 4.156e-02 1.839e-02 2.731e-02 1.079e-02 1.033e-09 8.050e-10 8.151e-10 7.785e-10 +79 EP 14 4.142e-05 2.925e-03 9.735e-03 9.532e-03 1.239e-02 1.693e-02 1.741e-02 2.111e-02 3.342e-02 5.752e-02 4.832e-02 4.765e-02 7.844e-02 2.339e-01 4.107e-01 1.112e-11 +79 EP 15 2.791e-04 1.368e-02 5.037e-02 4.422e-02 4.622e-02 5.970e-02 6.575e-02 7.806e-02 7.813e-02 6.776e-02 8.332e-02 7.744e-02 1.230e-01 2.069e-01 5.214e-03 1.938e-11 +79 EP 16 1.006e-10 6.417e-03 1.003e-02 1.117e-02 1.509e-02 2.390e-02 3.110e-02 6.017e-02 7.464e-02 6.501e-02 7.140e-02 6.595e-02 1.648e-01 3.716e-01 2.876e-02 3.331e-11 +79 EP 17 4.468e-03 8.766e-02 2.384e-01 2.159e-01 1.708e-01 1.216e-01 7.163e-02 5.113e-02 3.374e-02 4.696e-03 2.029e-10 2.589e-10 4.351e-10 4.057e-11 3.984e-11 3.092e-11 +79 EP 18 7.323e-05 3.998e-03 1.378e-02 1.441e-02 1.813e-02 2.160e-02 2.202e-02 2.133e-02 4.406e-02 7.256e-02 6.044e-02 7.571e-02 7.840e-02 2.040e-01 3.494e-01 1.659e-11 +79 EP 19 8.633e-04 3.898e-02 1.548e-01 1.632e-01 1.561e-01 1.308e-01 1.129e-01 8.456e-02 6.895e-02 6.632e-02 2.254e-02 2.762e-10 1.533e-10 5.170e-11 3.162e-06 1.556e-11 +79 EP 20 3.561e-10 3.617e-03 1.422e-02 1.687e-02 3.011e-02 2.746e-02 3.475e-02 1.466e-02 5.902e-09 1.130e-01 3.647e-01 3.804e-01 2.354e-04 3.807e-08 3.146e-07 1.335e-10 +79 EP 21 1.178e-04 2.284e-02 3.268e-02 2.506e-02 2.723e-02 3.725e-02 4.021e-02 4.678e-02 6.233e-02 7.637e-02 8.608e-02 1.029e-01 1.343e-01 1.898e-01 1.160e-01 8.943e-06 +79 EP 22 2.869e-10 5.063e-10 4.876e-08 5.705e-07 4.646e-02 9.472e-02 9.405e-02 1.168e-01 1.358e-01 1.369e-01 2.146e-01 1.606e-01 4.579e-10 1.457e-10 1.912e-10 1.800e-11 +79 EP 23 1.424e-04 1.076e-02 3.889e-02 3.323e-02 3.752e-02 5.541e-02 7.841e-02 8.036e-02 6.446e-02 7.619e-02 7.251e-02 1.769e-01 2.514e-01 2.384e-02 9.867e-11 1.573e-11 +79 EP 24 6.952e-11 1.774e-02 4.524e-02 3.417e-02 3.138e-02 4.092e-02 4.970e-02 4.729e-02 4.519e-02 6.237e-02 7.977e-02 9.676e-02 2.096e-01 2.399e-01 6.491e-09 1.281e-11 +79 TP 1 9.660e-01 2.626e-09 3.846e-10 2.894e-10 4.686e-03 1.414e-02 3.625e-09 2.041e-10 4.160e-10 2.348e-10 2.896e-03 1.708e-03 2.070e-05 2.346e-10 3.535e-05 2.491e-10 9.000e-03 3.658e-10 8.859e-05 5.282e-10 7.113e-09 1.126e-03 2.682e-04 4.326e-10 +79 TP 2 7.531e-04 6.847e-01 2.604e-10 8.255e-03 1.200e-01 8.944e-04 7.601e-11 1.081e-08 1.965e-10 7.732e-02 7.381e-11 4.890e-10 8.778e-11 1.747e-05 2.051e-10 1.180e-09 1.086e-10 1.569e-03 3.480e-09 3.543e-03 2.508e-08 5.934e-08 3.945e-07 1.030e-01 +79 TP 3 2.501e-09 2.565e-09 3.749e-01 6.501e-09 3.202e-09 7.902e-10 3.925e-10 4.644e-01 1.562e-04 1.375e-09 5.249e-05 1.320e-09 5.156e-10 5.534e-06 1.467e-01 3.311e-10 2.088e-08 2.022e-09 2.052e-10 1.379e-02 9.226e-10 2.701e-10 2.849e-10 1.488e-09 +79 TP 4 2.529e-09 6.595e-08 1.655e-09 1.363e-08 3.526e-09 1.811e-09 7.190e-10 4.710e-09 7.454e-03 3.866e-01 1.479e-09 5.047e-09 2.259e-08 1.266e-02 6.646e-09 2.402e-02 4.837e-10 3.546e-01 3.332e-09 1.077e-02 2.499e-03 2.631e-09 2.600e-08 2.013e-01 +79 TP 5 9.087e-07 3.407e-01 3.209e-04 2.347e-09 6.392e-01 5.523e-03 2.356e-10 1.466e-07 9.369e-11 9.748e-05 2.140e-10 3.624e-03 1.821e-10 4.372e-10 8.308e-10 4.612e-10 2.746e-10 8.801e-10 9.870e-03 1.930e-09 8.488e-09 6.737e-04 1.438e-08 1.264e-09 +79 TP 6 2.758e-02 8.097e-03 7.536e-04 1.065e-09 3.018e-02 8.256e-01 2.424e-02 3.231e-04 1.835e-10 3.105e-10 1.797e-03 1.345e-09 9.816e-05 4.100e-10 6.528e-04 4.266e-10 2.219e-02 3.452e-10 5.444e-02 4.447e-09 3.825e-10 4.066e-03 9.157e-10 5.558e-10 +79 TP 7 9.554e-07 4.268e-10 6.627e-10 2.142e-10 6.499e-10 7.991e-03 7.175e-01 6.394e-11 4.899e-11 4.014e-04 6.567e-02 4.786e-09 1.573e-10 8.529e-11 1.817e-10 5.248e-10 2.068e-01 1.094e-10 1.593e-09 1.785e-10 1.138e-10 1.062e-08 1.664e-03 3.989e-10 +79 TP 8 2.104e-04 2.643e-07 1.462e-08 2.502e-09 5.964e-09 1.376e-03 4.078e-04 1.996e-08 4.312e-03 1.713e-08 1.131e-08 6.459e-10 7.737e-04 9.622e-01 3.068e-02 9.546e-10 4.432e-10 9.015e-09 3.970e-10 5.792e-09 1.693e-09 7.654e-10 6.141e-10 3.814e-09 +79 TP 9 6.404e-10 1.443e-01 1.310e-08 4.364e-01 6.663e-09 6.481e-10 3.015e-09 1.658e-08 4.018e-09 2.283e-01 2.186e-09 3.464e-07 7.262e-10 1.878e-08 1.553e-02 9.801e-09 8.528e-10 2.403e-08 1.966e-09 1.730e-01 7.155e-08 2.565e-09 3.620e-09 2.479e-03 +79 TP 10 1.808e-10 7.207e-09 9.018e-03 4.379e-02 7.797e-10 6.757e-11 1.968e-10 1.908e-09 1.721e-02 3.015e-01 3.473e-10 1.309e-03 8.534e-11 8.727e-03 4.209e-05 2.196e-08 1.411e-10 2.042e-01 3.474e-10 6.161e-02 4.583e-09 8.565e-10 3.183e-03 3.494e-01 +79 TP 11 1.440e-06 9.756e-10 3.810e-08 5.235e-10 6.708e-07 2.326e-03 1.845e-01 4.721e-10 2.090e-10 9.977e-10 7.644e-01 2.019e-04 2.916e-10 1.279e-04 4.800e-09 2.401e-09 4.617e-02 3.976e-10 1.201e-08 6.918e-10 3.562e-10 2.980e-09 2.246e-03 9.372e-10 +79 TP 12 3.598e-04 2.667e-10 5.889e-11 1.895e-10 1.470e-03 8.307e-05 1.913e-10 7.225e-11 1.249e-10 3.283e-10 1.749e-05 9.157e-01 1.699e-11 1.064e-10 4.591e-11 3.230e-04 1.270e-10 3.063e-10 2.830e-10 4.755e-10 8.205e-02 1.134e-09 1.404e-08 4.160e-10 +79 TP 13 1.425e-09 4.630e-03 1.063e-03 1.507e-03 1.696e-09 1.272e-09 2.502e-09 1.450e-09 2.172e-08 2.038e-09 1.865e-09 1.138e-09 9.828e-01 1.231e-09 1.767e-03 2.507e-03 1.522e-03 1.414e-09 3.610e-09 1.597e-09 1.131e-09 4.159e-03 1.836e-08 4.464e-09 +79 TP 14 3.647e-10 8.166e-04 7.914e-02 8.673e-10 2.134e-10 2.037e-11 2.997e-11 4.126e-08 1.922e-09 3.607e-03 5.004e-11 7.799e-11 2.589e-11 8.438e-01 7.240e-02 5.340e-11 2.388e-11 6.645e-10 2.429e-11 4.980e-10 1.927e-04 3.431e-11 4.193e-11 5.329e-09 +79 TP 15 5.516e-09 4.851e-10 3.057e-02 5.333e-10 9.884e-05 7.224e-05 1.985e-05 9.791e-03 1.231e-09 1.976e-03 2.794e-05 1.318e-10 3.624e-10 1.299e-01 8.274e-01 1.129e-10 4.431e-10 1.157e-09 6.555e-11 9.608e-05 5.333e-10 8.191e-11 8.806e-11 4.713e-10 +79 TP 16 7.435e-05 5.239e-09 1.772e-10 3.868e-09 6.636e-10 1.045e-10 5.571e-10 1.900e-10 6.958e-09 7.327e-09 4.132e-07 5.919e-10 1.235e-10 1.745e-10 1.703e-10 7.559e-01 2.122e-10 1.019e-02 1.917e-09 3.217e-03 2.247e-10 6.312e-03 2.243e-01 7.340e-09 +79 TP 17 4.051e-03 1.843e-09 9.377e-11 1.433e-10 2.862e-04 4.158e-03 2.177e-01 6.510e-11 4.530e-11 1.935e-10 7.898e-03 1.739e-09 1.811e-04 5.626e-11 7.742e-11 1.696e-10 7.541e-01 8.223e-11 1.115e-02 2.119e-10 9.173e-11 4.939e-04 6.694e-10 3.067e-10 +79 TP 18 4.373e-11 2.966e-04 1.037e-09 6.605e-08 3.551e-10 3.055e-11 6.762e-11 7.079e-10 1.759e-09 9.997e-02 1.508e-10 6.218e-10 3.164e-11 9.444e-10 4.823e-04 5.083e-03 3.711e-11 7.775e-01 1.164e-10 1.047e-02 6.142e-10 3.052e-10 1.222e-09 1.062e-01 +79 TP 19 1.594e-06 2.186e-09 2.438e-10 6.034e-10 2.558e-09 4.968e-03 1.726e-09 4.448e-11 5.057e-11 3.159e-10 4.711e-10 1.995e-04 1.683e-10 4.138e-11 4.901e-11 4.224e-10 3.902e-03 8.969e-11 7.208e-01 4.437e-10 2.334e-10 2.368e-01 3.331e-02 3.776e-10 +79 TP 20 8.556e-04 7.437e-03 3.114e-08 5.483e-01 1.985e-02 5.416e-04 1.084e-09 2.324e-03 1.409e-02 9.364e-09 1.599e-04 7.084e-09 2.471e-04 3.424e-09 7.070e-09 6.670e-09 1.192e-09 8.437e-09 2.681e-09 4.060e-01 4.766e-09 2.324e-04 1.474e-08 2.029e-06 +79 TP 21 3.213e-11 5.443e-10 2.602e-10 1.425e-10 3.028e-04 1.863e-05 2.671e-11 1.960e-10 1.638e-10 3.032e-10 4.148e-11 6.294e-02 1.284e-11 2.195e-04 1.712e-10 5.289e-05 2.214e-11 1.829e-04 8.384e-11 4.131e-05 9.360e-01 2.542e-04 2.365e-10 9.110e-10 +79 TP 22 7.723e-06 9.410e-10 8.079e-11 5.051e-05 8.279e-03 3.558e-03 6.433e-06 8.278e-11 1.025e-10 8.075e-10 8.179e-10 1.233e-03 1.387e-04 7.101e-11 5.989e-11 4.548e-09 2.642e-03 2.180e-10 2.586e-01 6.363e-10 3.485e-10 5.412e-01 1.843e-01 1.038e-09 +79 TP 23 2.338e-10 1.681e-09 8.424e-11 7.096e-10 4.672e-09 4.230e-09 5.805e-04 7.258e-11 1.222e-10 5.073e-03 2.512e-04 1.323e-09 9.607e-11 6.930e-11 6.775e-11 1.062e-01 1.796e-09 1.614e-09 3.728e-02 9.953e-10 1.617e-10 1.539e-01 6.967e-01 3.295e-08 +79 TP 24 7.257e-11 2.207e-01 2.849e-10 3.471e-02 1.505e-02 5.214e-11 1.092e-10 8.948e-10 1.496e-02 2.766e-02 1.418e-10 1.632e-09 3.962e-11 1.169e-09 6.753e-10 5.923e-09 7.149e-11 4.353e-02 1.162e-09 1.152e-02 3.562e-09 2.146e-03 1.760e-06 6.298e-01 +80 IP 1 4.569e-02 +80 IP 2 1.871e-04 +80 IP 3 1.488e-05 +80 IP 4 2.211e-02 +80 IP 5 1.822e-03 +80 IP 6 4.798e-07 +80 IP 7 8.774e-09 +80 IP 8 1.565e-08 +80 IP 9 1.646e-03 +80 IP 10 1.278e-02 +80 IP 11 2.500e-01 +80 IP 12 1.497e-02 +80 IP 13 8.185e-02 +80 IP 14 4.907e-03 +80 IP 15 4.466e-03 +80 IP 16 5.070e-06 +80 IP 17 3.150e-08 +80 IP 18 8.551e-09 +80 IP 19 2.269e-08 +80 IP 20 7.485e-08 +80 IP 21 5.353e-03 +80 IP 22 1.496e-08 +80 IP 23 4.845e-03 +80 IP 24 2.252e-08 +80 IP 25 3.860e-02 +80 IP 26 4.224e-06 +80 IP 27 5.683e-08 +80 IP 28 8.496e-02 +80 IP 29 3.321e-01 +80 IP 30 1.362e-04 +80 IP 31 1.639e-07 +80 IP 32 3.833e-06 +80 IP 33 2.259e-02 +80 IP 34 7.092e-02 +80 EP 1 8.377e-10 2.645e-03 5.170e-03 1.519e-02 1.898e-02 4.696e-02 5.376e-02 9.042e-02 2.545e-01 3.668e-01 1.454e-01 4.813e-09 4.786e-07 2.579e-08 7.777e-05 +80 EP 2 7.556e-09 5.554e-03 8.130e-03 1.890e-02 1.240e-02 2.307e-02 5.962e-02 1.456e-01 3.556e-01 2.310e-01 5.651e-02 1.185e-08 1.370e-08 8.356e-02 1.469e-08 +80 EP 3 3.567e-09 1.012e-02 6.756e-03 3.243e-07 1.733e-04 3.099e-02 5.357e-02 3.590e-02 1.137e-01 2.829e-01 1.216e-01 2.610e-02 1.206e-01 1.977e-01 5.132e-08 +80 EP 4 2.968e-03 9.767e-02 2.680e-01 2.053e-01 1.495e-01 1.043e-01 7.769e-02 4.991e-02 3.032e-02 1.388e-02 4.157e-10 2.486e-10 4.656e-04 3.238e-11 2.793e-11 +80 EP 5 8.981e-05 6.181e-03 2.556e-02 2.908e-02 2.904e-02 4.537e-02 6.606e-02 7.266e-02 7.072e-02 7.320e-02 1.178e-01 2.377e-01 1.873e-01 3.881e-02 4.362e-04 +80 EP 6 4.179e-08 4.567e-02 9.531e-07 5.853e-06 1.213e-07 5.011e-08 4.982e-08 4.712e-08 4.615e-08 2.923e-08 2.634e-08 2.866e-07 4.940e-05 1.902e-04 9.541e-01 +80 EP 7 5.306e-06 2.921e-04 1.353e-02 5.564e-03 1.025e-02 2.564e-02 3.926e-02 4.580e-02 1.725e-07 5.693e-02 1.890e-01 3.740e-01 1.487e-01 7.085e-05 9.099e-02 +80 EP 8 2.873e-04 2.927e-03 1.660e-02 4.984e-05 5.435e-09 1.456e-02 7.799e-02 7.427e-02 5.793e-02 2.641e-02 7.119e-09 1.605e-01 5.685e-01 3.897e-09 6.597e-10 +80 EP 9 5.601e-06 3.140e-03 1.331e-02 1.213e-02 1.312e-02 2.313e-02 4.034e-02 5.795e-02 5.404e-02 2.803e-02 3.138e-02 3.755e-02 1.453e-01 5.404e-01 2.327e-04 +80 EP 10 1.052e-06 9.084e-06 8.904e-03 7.032e-03 1.033e-02 1.241e-02 3.189e-03 3.292e-03 1.413e-05 5.336e-03 1.567e-02 3.839e-02 3.964e-02 1.851e-01 6.707e-01 +80 EP 11 5.254e-02 2.664e-01 3.540e-01 1.731e-01 7.969e-02 4.754e-02 2.087e-02 5.877e-03 3.506e-09 2.853e-09 4.707e-09 1.127e-09 8.090e-10 5.072e-10 4.934e-10 +80 EP 12 6.123e-10 1.223e-03 2.158e-02 7.323e-09 9.217e-03 3.043e-02 5.662e-02 9.057e-02 1.220e-01 1.159e-01 2.106e-01 2.719e-01 6.995e-02 5.414e-10 3.004e-10 +80 EP 13 1.468e-03 6.220e-02 5.821e-02 5.488e-02 7.329e-02 8.954e-02 9.752e-02 9.621e-02 9.498e-02 8.732e-02 9.700e-02 8.922e-02 6.877e-02 2.938e-02 2.248e-10 +80 EP 14 2.923e-05 1.502e-02 7.591e-02 6.108e-02 7.428e-02 8.289e-02 9.165e-02 9.250e-02 8.012e-02 8.022e-02 7.204e-02 8.566e-02 1.350e-01 5.364e-02 1.503e-09 +80 EP 15 5.948e-07 9.516e-10 1.767e-02 3.708e-02 7.915e-02 1.323e-01 1.160e-01 9.114e-02 8.529e-02 9.579e-02 1.556e-01 1.899e-01 2.437e-09 4.741e-10 2.350e-10 +80 EP 16 4.332e-10 9.705e-06 5.632e-03 8.600e-09 6.134e-04 7.671e-04 1.264e-06 2.233e-03 4.080e-03 5.288e-03 6.848e-03 1.495e-04 2.434e-05 2.501e-01 7.243e-01 +80 EP 17 3.372e-03 8.768e-09 1.972e-08 1.596e-01 3.321e-01 1.387e-01 1.155e-01 9.598e-02 1.012e-01 5.337e-02 1.162e-08 5.673e-09 2.629e-04 6.886e-10 4.652e-10 +80 EP 18 5.040e-05 7.170e-07 1.417e-02 6.432e-03 1.838e-02 1.199e-02 2.903e-02 8.552e-06 5.237e-02 2.671e-01 4.047e-01 1.823e-01 1.392e-05 1.511e-06 1.349e-02 +80 EP 19 5.870e-04 3.220e-02 1.504e-01 1.496e-01 1.423e-01 1.197e-01 1.007e-01 8.576e-02 7.309e-02 6.864e-02 5.747e-02 1.949e-02 4.832e-10 1.445e-10 1.073e-10 +80 EP 20 1.974e-04 1.611e-02 8.899e-02 8.411e-02 9.760e-02 1.078e-01 1.058e-01 1.037e-01 9.160e-02 8.190e-02 7.298e-02 6.281e-02 6.602e-02 2.043e-02 6.902e-11 +80 EP 21 3.716e-09 4.440e-04 1.608e-07 1.088e-08 2.370e-03 8.806e-03 1.937e-02 2.772e-02 2.227e-02 3.634e-02 8.306e-02 8.573e-02 1.771e-01 4.985e-01 3.830e-02 +80 EP 22 1.962e-09 8.060e-03 3.803e-02 3.263e-02 4.074e-02 6.946e-02 6.991e-02 6.099e-02 5.307e-02 6.263e-02 6.086e-02 1.374e-01 3.041e-01 6.210e-02 3.417e-10 +80 EP 23 1.464e-05 4.068e-03 6.690e-03 1.014e-02 9.588e-03 1.935e-02 2.060e-02 2.797e-02 5.990e-02 5.160e-02 3.209e-02 5.374e-02 8.738e-02 3.670e-01 2.499e-01 +80 EP 24 6.259e-05 3.243e-02 3.704e-02 2.526e-02 2.422e-02 3.158e-02 3.744e-02 5.176e-02 7.794e-02 9.896e-02 1.082e-01 1.291e-01 1.496e-01 1.474e-01 4.895e-02 +80 EP 25 1.401e-04 4.011e-03 5.614e-04 2.946e-03 1.565e-05 1.136e-02 3.426e-02 5.941e-02 7.229e-02 6.272e-02 7.219e-02 1.497e-01 2.529e-01 2.773e-01 2.934e-04 +80 EP 26 1.230e-04 9.348e-03 2.217e-02 2.078e-02 2.116e-02 2.519e-02 2.752e-02 2.925e-02 3.519e-02 4.774e-02 6.367e-02 8.064e-02 1.192e-01 2.396e-01 2.584e-01 +80 EP 27 1.914e-09 6.203e-03 3.032e-02 3.850e-02 2.733e-02 2.375e-02 5.617e-02 5.838e-02 8.377e-07 3.765e-06 1.772e-01 4.677e-01 1.118e-01 1.112e-08 2.667e-03 +80 EP 28 1.467e-01 3.884e-01 2.645e-01 1.089e-01 4.911e-02 2.214e-02 1.327e-02 4.089e-03 1.777e-03 1.090e-03 7.005e-10 7.576e-10 2.459e-10 2.186e-10 2.167e-10 +80 EP 29 1.223e-03 5.361e-02 1.449e-01 1.219e-01 1.258e-01 1.152e-01 9.108e-02 7.208e-02 5.017e-02 5.038e-02 6.413e-02 6.707e-02 4.248e-02 2.725e-09 3.502e-10 +80 EP 30 6.522e-09 1.721e-02 1.221e-02 2.474e-02 2.474e-02 4.763e-02 1.195e-01 3.539e-01 2.537e-01 9.465e-02 8.117e-03 9.382e-09 4.355e-02 2.441e-08 7.985e-09 +80 EP 31 2.235e-04 2.305e-03 9.186e-03 4.222e-02 6.188e-02 9.325e-02 1.179e-01 1.285e-01 1.285e-01 1.089e-01 7.141e-02 5.881e-02 7.470e-02 1.022e-01 1.095e-07 +80 EP 32 8.193e-04 1.166e-01 2.054e-01 9.872e-02 9.456e-02 9.986e-02 1.943e-02 1.722e-03 2.936e-03 4.067e-02 1.119e-01 5.659e-02 4.573e-02 6.727e-02 3.791e-02 +80 EP 33 4.919e-05 1.195e-02 6.618e-02 7.676e-02 1.073e-01 1.233e-01 1.186e-01 1.186e-01 1.138e-01 1.237e-01 1.061e-01 3.361e-02 2.787e-09 6.861e-11 1.162e-06 +80 EP 34 3.036e-09 8.719e-05 1.659e-02 1.892e-02 2.594e-02 3.978e-02 5.623e-02 7.157e-02 8.216e-02 8.495e-02 1.015e-01 1.290e-01 1.560e-01 2.173e-01 1.779e-09 +80 TP 1 6.762e-02 1.782e-10 5.004e-10 7.986e-10 6.964e-10 2.447e-09 1.555e-10 1.675e-10 2.723e-10 5.228e-10 1.301e-09 2.423e-10 7.662e-10 8.884e-11 2.144e-10 3.564e-01 8.184e-10 1.114e-10 2.948e-10 1.941e-09 1.700e-10 2.158e-10 2.207e-10 1.427e-03 1.659e-01 3.156e-01 1.109e-02 4.714e-09 1.773e-05 1.467e-10 7.726e-02 4.726e-03 6.667e-10 5.475e-09 +80 TP 2 2.769e-08 1.083e-01 1.169e-08 3.030e-08 1.069e-08 2.234e-08 1.062e-02 1.029e-08 1.646e-01 5.375e-01 2.407e-08 1.589e-08 8.992e-09 5.438e-06 1.076e-08 2.660e-08 1.239e-08 8.606e-07 5.525e-03 1.620e-08 1.663e-01 1.768e-08 1.116e-08 1.105e-08 3.216e-08 4.199e-08 1.876e-08 7.189e-03 1.672e-08 9.244e-09 2.569e-08 2.116e-08 2.136e-08 4.046e-08 +80 TP 3 1.948e-08 3.917e-04 7.495e-02 5.196e-09 5.570e-09 1.327e-08 1.023e-05 8.948e-09 2.483e-05 8.317e-01 4.269e-09 2.401e-08 4.600e-09 2.300e-08 5.095e-09 3.957e-02 4.960e-09 4.884e-09 4.494e-09 7.434e-09 4.231e-02 6.596e-07 4.627e-09 5.613e-09 1.439e-08 5.741e-08 1.200e-08 3.932e-09 1.503e-08 4.012e-09 1.319e-08 1.109e-02 5.823e-09 1.284e-08 +80 TP 4 1.407e-09 4.189e-11 1.990e-09 8.441e-01 2.674e-04 3.426e-11 5.096e-11 2.171e-10 6.202e-11 2.727e-11 1.943e-09 2.325e-10 3.067e-10 1.568e-10 1.642e-03 6.605e-11 5.745e-02 8.028e-11 8.794e-10 4.980e-03 4.864e-11 1.653e-10 3.792e-11 1.341e-10 4.334e-09 3.492e-10 4.796e-10 2.168e-03 5.745e-04 7.220e-11 1.668e-08 8.443e-10 8.879e-02 1.375e-09 +80 TP 5 3.542e-08 1.213e-10 1.383e-10 1.089e-08 8.345e-01 6.584e-10 2.122e-10 5.057e-10 4.007e-10 1.396e-10 7.353e-10 1.283e-09 8.935e-09 1.101e-10 6.515e-10 3.019e-09 3.858e-09 4.396e-10 8.379e-10 3.022e-03 1.846e-10 5.579e-10 2.729e-04 6.041e-04 3.503e-08 5.847e-09 1.493e-08 2.564e-10 5.134e-05 2.539e-10 2.437e-08 5.323e-09 1.589e-01 2.712e-03 +80 TP 6 1.169e-08 7.533e-10 1.333e-09 3.746e-04 2.546e-09 1.771e-01 2.888e-10 5.506e-10 1.007e-09 7.877e-10 2.199e-10 1.885e-10 1.718e-04 8.857e-10 3.685e-04 1.103e-08 6.431e-10 2.712e-10 2.584e-10 7.135e-05 1.183e-09 9.524e-10 8.599e-10 3.015e-10 7.166e-09 1.706e-08 5.496e-09 1.718e-10 1.149e-03 7.638e-04 9.517e-03 4.932e-09 5.455e-10 8.105e-01 +80 TP 7 2.181e-08 5.433e-01 2.434e-02 8.135e-09 9.077e-09 1.632e-08 3.534e-01 9.023e-09 1.582e-02 1.808e-08 1.204e-08 2.944e-08 7.232e-09 6.020e-02 9.205e-09 4.414e-07 9.920e-09 2.985e-03 2.266e-08 1.401e-08 2.883e-08 1.636e-08 7.945e-09 8.182e-09 2.365e-08 2.195e-07 2.153e-08 6.874e-09 1.863e-08 8.607e-09 2.539e-08 2.047e-08 1.057e-08 4.797e-08 +80 TP 8 1.171e-08 9.546e-10 1.015e-09 5.182e-09 1.157e-08 2.088e-09 2.263e-09 2.752e-01 9.756e-02 9.653e-10 2.121e-09 7.317e-09 2.245e-09 2.697e-08 3.030e-01 5.631e-08 1.243e-08 2.014e-02 6.200e-09 4.071e-08 1.916e-09 3.039e-01 1.288e-04 2.261e-09 1.921e-07 3.059e-08 2.356e-08 9.399e-10 2.161e-08 3.693e-09 4.059e-08 1.596e-08 5.878e-09 9.175e-08 +80 TP 9 6.774e-08 6.964e-03 3.753e-02 2.697e-09 2.477e-09 3.959e-09 3.564e-02 4.185e-05 3.688e-01 7.857e-02 1.339e-09 3.750e-03 1.543e-08 1.181e-02 9.757e-04 1.245e-08 2.095e-09 2.219e-02 7.768e-09 4.031e-03 8.017e-02 2.823e-01 5.635e-02 2.850e-09 4.248e-08 2.484e-08 5.336e-06 7.590e-10 4.205e-09 3.860e-06 6.798e-09 1.082e-02 2.317e-09 7.198e-09 +80 TP 10 6.324e-09 2.848e-04 1.690e-01 1.052e-09 1.237e-09 2.367e-09 3.764e-02 1.457e-09 1.437e-01 6.479e-01 2.940e-05 1.138e-09 9.197e-10 1.489e-03 5.096e-09 2.626e-08 9.934e-10 9.596e-10 1.570e-06 1.948e-09 1.391e-08 1.613e-08 1.137e-09 1.108e-09 8.736e-09 4.459e-07 5.126e-09 8.493e-10 5.094e-09 1.033e-09 5.295e-09 8.567e-09 9.947e-10 3.120e-09 +80 TP 11 4.966e-09 5.480e-10 5.111e-10 1.053e-08 5.341e-09 5.477e-10 6.547e-10 1.025e-09 6.124e-10 4.789e-10 7.114e-01 2.358e-09 5.564e-04 2.004e-03 2.406e-02 7.684e-10 7.104e-02 1.842e-09 1.192e-01 2.240e-02 5.619e-10 1.198e-09 5.335e-10 3.134e-09 5.284e-09 3.188e-09 3.785e-09 1.526e-03 4.787e-02 6.774e-10 2.157e-08 5.662e-09 2.550e-08 6.034e-09 +80 TP 12 3.544e-09 1.856e-07 5.320e-10 8.984e-03 3.126e-09 6.670e-04 5.308e-10 7.971e-08 5.511e-09 4.851e-08 4.099e-02 4.033e-01 8.925e-10 5.547e-10 7.363e-08 3.736e-09 7.547e-09 1.800e-09 5.017e-01 7.400e-09 5.141e-10 2.902e-02 2.834e-09 8.337e-10 1.260e-08 1.089e-08 4.884e-09 4.169e-04 8.621e-09 1.142e-05 7.328e-09 8.144e-04 1.406e-02 2.130e-05 +80 TP 13 1.408e-09 2.822e-06 4.992e-11 1.150e-09 1.430e-09 6.914e-11 4.272e-11 6.748e-11 5.382e-11 4.374e-11 9.509e-11 8.680e-11 9.033e-01 4.508e-11 7.498e-11 3.401e-10 1.613e-04 4.849e-11 7.779e-11 2.327e-10 4.578e-11 6.918e-11 4.604e-11 9.587e-02 8.249e-10 4.591e-10 1.041e-09 6.211e-04 2.549e-09 4.538e-11 1.056e-09 5.839e-10 2.577e-08 1.659e-10 +80 TP 14 4.306e-09 3.535e-03 2.003e-09 1.037e-08 3.141e-09 3.321e-09 7.699e-04 8.383e-09 1.873e-01 2.318e-09 2.113e-02 4.278e-09 4.007e-09 7.728e-01 3.225e-09 4.868e-09 4.668e-09 3.029e-03 1.906e-08 4.798e-09 3.210e-09 4.553e-05 2.251e-09 3.533e-09 5.812e-09 6.818e-09 4.311e-09 8.160e-09 3.696e-09 8.656e-03 5.540e-09 4.250e-09 7.287e-09 2.776e-03 +80 TP 15 3.279e-09 9.640e-06 7.726e-10 6.223e-09 6.175e-09 5.088e-10 8.169e-10 1.949e-01 2.033e-02 4.795e-10 3.868e-09 3.294e-01 8.208e-10 6.101e-10 4.521e-01 1.959e-09 3.972e-09 2.918e-03 1.347e-06 6.403e-09 4.183e-10 3.894e-04 6.101e-10 7.601e-10 1.932e-08 1.384e-06 9.468e-09 1.825e-09 7.186e-09 1.137e-05 7.949e-09 1.215e-08 1.170e-08 7.174e-07 +80 TP 16 4.421e-02 2.909e-10 6.093e-10 1.747e-04 3.628e-10 3.542e-09 2.390e-10 5.063e-07 2.624e-04 4.982e-10 9.706e-11 1.339e-10 5.157e-04 1.507e-10 2.255e-10 2.042e-05 4.401e-05 1.467e-10 3.268e-10 1.588e-09 3.661e-10 3.000e-10 3.388e-10 6.013e-09 1.213e-01 6.633e-01 1.704e-02 6.470e-11 1.393e-08 2.576e-10 1.067e-01 4.643e-02 5.835e-07 6.412e-09 +80 TP 17 1.597e-07 1.216e-09 6.602e-10 2.390e-08 5.734e-08 4.868e-10 3.013e-09 3.830e-09 6.972e-04 4.399e-10 7.722e-09 1.239e-08 6.597e-07 6.269e-04 1.117e-02 1.539e-09 3.017e-07 2.018e-09 8.628e-09 2.496e-03 1.157e-09 2.804e-09 7.099e-10 3.082e-09 3.474e-04 7.493e-09 2.213e-08 1.889e-08 8.402e-02 7.483e-10 9.288e-08 1.748e-08 9.001e-01 5.077e-04 +80 TP 18 1.784e-05 1.607e-08 5.836e-09 3.013e-08 1.582e-08 1.803e-08 1.655e-04 1.269e-06 3.267e-03 5.596e-09 1.717e-08 1.400e-06 9.984e-09 1.166e-08 7.075e-07 3.027e-08 2.282e-08 3.804e-01 7.223e-04 2.919e-07 7.127e-09 9.666e-02 2.061e-02 1.227e-08 1.175e-07 7.015e-08 5.104e-08 1.850e-08 5.495e-08 4.887e-01 1.460e-05 1.995e-07 4.016e-08 9.447e-03 +80 TP 19 6.635e-09 2.165e-10 1.761e-10 4.191e-09 1.321e-09 1.667e-10 1.758e-10 2.706e-02 1.031e-03 1.213e-10 2.985e-02 2.763e-09 3.455e-10 3.589e-10 1.866e-01 3.756e-10 1.176e-06 5.894e-04 7.496e-01 3.603e-09 1.645e-10 9.295e-10 1.839e-10 4.112e-10 3.400e-09 1.061e-08 2.173e-09 2.365e-03 1.909e-09 1.765e-03 2.822e-09 1.571e-09 1.204e-03 8.083e-09 +80 TP 20 6.129e-10 3.028e-11 2.968e-11 7.335e-10 2.576e-03 8.140e-11 2.218e-11 1.948e-10 1.821e-10 2.453e-11 7.524e-04 2.001e-10 7.983e-11 2.876e-11 1.747e-10 5.584e-10 7.049e-10 6.544e-11 2.156e-10 9.000e-01 3.653e-11 2.083e-10 9.203e-11 4.323e-11 1.213e-09 6.703e-10 8.125e-10 1.494e-04 4.129e-04 8.201e-05 9.660e-10 6.290e-10 7.328e-10 9.606e-02 +80 TP 21 1.434e-08 4.961e-02 7.887e-07 8.400e-08 8.893e-09 9.457e-09 3.147e-02 7.006e-09 5.626e-02 7.589e-06 9.857e-04 1.493e-03 1.841e-08 4.390e-01 1.417e-08 5.362e-08 4.506e-08 2.986e-05 4.345e-04 1.448e-08 4.171e-01 2.473e-08 5.864e-09 5.365e-08 1.575e-08 3.176e-08 1.479e-08 4.043e-09 1.035e-08 7.019e-09 1.312e-08 1.446e-08 3.593e-03 2.797e-08 +80 TP 22 3.607e-07 6.929e-10 4.360e-10 1.686e-09 1.618e-09 1.035e-09 5.368e-10 3.404e-07 3.701e-02 3.875e-10 1.537e-09 1.571e-01 5.652e-10 9.553e-04 2.771e-04 3.369e-09 2.075e-09 8.824e-03 9.659e-02 1.322e-06 6.043e-10 6.902e-01 1.324e-09 6.917e-10 1.233e-08 7.494e-09 3.269e-09 4.148e-10 4.635e-09 9.044e-03 8.422e-09 5.381e-09 2.499e-09 1.160e-08 +80 TP 23 1.646e-08 2.364e-09 1.914e-09 2.936e-09 3.162e-09 3.343e-04 2.172e-05 4.585e-09 1.226e-01 1.888e-09 1.866e-09 4.697e-09 1.862e-09 7.412e-07 3.785e-05 4.547e-08 5.878e-09 7.349e-03 2.996e-09 7.738e-03 3.787e-03 3.940e-02 8.179e-01 8.378e-04 2.780e-08 5.914e-08 1.559e-08 1.525e-09 6.484e-09 5.765e-09 1.529e-08 1.385e-07 2.705e-09 1.380e-08 +80 TP 24 4.746e-10 2.113e-11 2.188e-11 7.863e-11 2.751e-10 4.647e-11 2.127e-11 3.476e-11 2.551e-11 2.177e-11 3.238e-11 3.554e-11 4.466e-02 2.085e-11 3.286e-11 1.900e-10 1.378e-10 2.201e-11 3.070e-11 8.095e-11 2.337e-11 3.239e-11 2.428e-11 9.543e-01 3.453e-10 2.544e-10 1.052e-03 6.370e-11 2.775e-10 2.202e-11 2.788e-10 2.285e-10 1.514e-10 7.709e-11 +80 TP 25 5.215e-02 5.421e-11 8.854e-11 2.571e-10 2.710e-10 1.504e-09 4.117e-11 6.974e-11 6.154e-06 7.378e-11 1.560e-10 1.521e-10 4.536e-10 2.953e-11 8.938e-11 6.099e-02 2.844e-10 5.963e-11 1.335e-10 1.246e-09 7.903e-11 1.108e-10 4.963e-05 1.412e-09 4.607e-01 1.440e-02 3.507e-02 1.433e-10 6.041e-02 7.250e-11 8.487e-02 2.313e-01 2.589e-10 5.666e-08 +80 TP 26 4.667e-02 9.081e-11 6.614e-08 8.051e-11 8.567e-11 4.598e-10 5.630e-11 3.800e-11 1.782e-07 2.957e-10 2.856e-11 5.993e-11 6.935e-11 3.536e-11 4.177e-11 1.767e-02 1.613e-10 2.014e-11 6.002e-11 6.115e-10 3.952e-09 4.909e-11 4.627e-11 1.103e-10 3.855e-02 8.424e-01 2.834e-02 2.420e-11 1.141e-06 3.534e-11 9.020e-03 1.735e-02 8.346e-11 2.047e-09 +80 TP 27 6.097e-01 4.806e-10 7.384e-10 1.947e-09 1.210e-09 2.090e-09 2.990e-10 3.523e-10 8.287e-10 6.556e-10 4.158e-06 1.179e-09 1.092e-09 2.502e-10 4.667e-10 2.460e-03 1.570e-09 2.115e-10 9.034e-04 1.277e-08 3.089e-10 5.854e-10 4.552e-10 1.918e-09 8.081e-09 1.515e-08 2.567e-01 1.403e-03 8.948e-04 3.342e-10 1.279e-01 3.145e-06 1.215e-09 1.649e-08 +80 TP 28 1.610e-03 2.375e-10 2.305e-10 2.167e-02 3.859e-03 2.664e-10 1.392e-04 3.522e-10 2.584e-10 2.257e-10 1.023e-08 7.374e-10 2.810e-03 1.678e-04 2.392e-08 3.968e-10 2.018e-02 3.234e-04 5.971e-03 8.402e-09 3.553e-10 4.511e-10 2.451e-10 5.573e-10 3.073e-09 2.936e-09 9.102e-09 9.272e-01 6.422e-03 2.983e-10 2.255e-07 6.010e-09 9.647e-03 3.010e-09 +80 TP 29 2.117e-05 9.163e-06 6.492e-11 3.278e-03 1.035e-09 2.709e-10 3.623e-11 7.764e-04 4.582e-10 4.527e-11 1.236e-03 2.600e-10 4.461e-10 3.965e-11 2.210e-10 5.043e-10 4.532e-10 6.821e-11 2.766e-10 1.252e-03 4.191e-11 3.618e-05 6.124e-11 1.825e-06 6.381e-02 1.682e-09 2.438e-09 4.339e-04 8.193e-01 3.015e-09 1.099e-01 2.148e-09 5.617e-10 4.179e-09 +80 TP 30 4.038e-08 1.501e-08 9.647e-09 2.422e-08 2.360e-08 8.534e-08 7.381e-09 1.135e-01 5.316e-01 8.043e-03 2.205e-08 1.127e-04 1.156e-08 1.235e-08 6.769e-02 1.255e-07 6.952e-08 3.942e-02 2.252e-03 9.514e-08 2.227e-08 2.105e-02 1.856e-01 1.365e-08 1.372e-07 1.654e-07 3.034e-08 9.900e-03 6.282e-08 1.277e-08 3.657e-03 9.111e-03 8.066e-03 2.416e-06 +80 TP 31 9.405e-04 4.037e-11 5.881e-11 3.993e-10 2.972e-10 2.693e-10 3.834e-11 9.977e-11 6.243e-06 6.893e-11 2.012e-10 1.050e-10 2.984e-10 2.551e-11 9.376e-11 1.656e-02 2.852e-10 5.546e-11 1.128e-10 1.291e-09 4.390e-11 1.250e-10 1.617e-10 8.034e-07 2.466e-01 4.940e-02 2.307e-03 2.400e-09 3.351e-02 1.173e-10 5.757e-01 7.381e-02 2.494e-10 1.135e-03 +80 TP 32 5.345e-03 1.894e-10 1.317e-10 1.201e-09 6.368e-10 4.386e-10 5.700e-11 4.366e-10 5.061e-08 1.503e-10 3.505e-10 3.212e-10 1.554e-08 5.325e-11 2.856e-10 4.140e-02 2.488e-09 6.545e-11 3.355e-10 1.531e-08 6.719e-11 4.829e-10 1.981e-10 5.147e-05 3.559e-01 5.769e-02 1.008e-03 4.893e-09 6.431e-03 3.382e-10 3.277e-01 2.045e-01 7.680e-10 1.449e-09 +80 TP 33 1.399e-09 4.972e-11 8.136e-11 1.304e-01 5.895e-02 7.539e-11 4.136e-11 2.204e-10 1.917e-10 3.783e-11 3.755e-05 1.849e-03 5.148e-10 5.304e-11 4.402e-05 2.382e-10 2.313e-09 1.233e-10 4.041e-07 4.187e-06 6.784e-11 2.354e-10 5.752e-11 2.873e-10 1.298e-08 8.601e-10 2.934e-05 2.936e-03 3.519e-09 7.965e-11 5.976e-09 1.401e-09 8.058e-01 3.380e-07 +80 TP 34 8.212e-10 4.589e-11 4.621e-11 4.778e-10 5.391e-04 7.279e-02 5.783e-11 3.501e-09 2.112e-07 1.138e-10 2.214e-10 2.802e-10 4.368e-11 5.823e-11 2.212e-10 1.538e-09 4.880e-10 1.019e-10 1.823e-10 9.200e-02 3.692e-05 5.176e-10 1.569e-10 3.675e-11 1.912e-09 1.463e-09 1.032e-09 3.807e-10 1.752e-09 1.160e-10 1.654e-09 7.833e-10 6.183e-10 8.346e-01 +81 IP 1 1.086e-03 +81 IP 2 6.534e-08 +81 IP 3 2.244e-02 +81 IP 4 1.625e-02 +81 IP 5 6.543e-02 +81 IP 6 3.561e-02 +81 IP 7 3.329e-01 +81 IP 8 4.880e-02 +81 IP 9 4.728e-08 +81 IP 10 2.430e-01 +81 IP 11 8.383e-08 +81 IP 12 2.040e-08 +81 IP 13 1.975e-08 +81 IP 14 7.947e-03 +81 IP 15 1.231e-02 +81 IP 16 4.929e-08 +81 IP 17 1.086e-08 +81 IP 18 4.024e-05 +81 IP 19 4.972e-08 +81 IP 20 1.382e-08 +81 IP 21 1.173e-01 +81 IP 22 6.768e-08 +81 IP 23 1.345e-08 +81 IP 24 3.951e-08 +81 IP 25 3.378e-02 +81 IP 26 3.046e-02 +81 IP 27 3.270e-02 +81 EP 1 6.074e-03 1.054e-01 2.721e-01 2.248e-01 1.635e-01 9.352e-02 6.514e-02 3.841e-02 2.576e-02 5.306e-03 2.538e-10 1.066e-05 6.349e-11 4.800e-11 3.661e-11 +81 EP 2 9.366e-04 2.522e-02 1.495e-01 1.557e-01 1.764e-01 1.472e-01 1.117e-01 8.487e-02 5.544e-02 4.399e-02 3.712e-02 1.199e-02 4.426e-10 1.567e-10 5.100e-11 +81 EP 3 1.736e-10 1.164e-02 3.748e-02 3.167e-02 2.511e-02 3.349e-02 3.526e-02 5.448e-02 7.376e-02 1.132e-01 1.634e-01 1.247e-01 1.047e-01 1.794e-01 1.157e-02 +81 EP 4 4.736e-11 2.013e-03 1.060e-02 1.212e-02 1.200e-02 1.837e-02 2.327e-02 2.791e-02 6.722e-02 7.481e-02 5.597e-02 7.912e-02 9.173e-02 2.301e-01 2.948e-01 +81 EP 5 8.329e-04 3.490e-02 1.265e-01 1.037e-01 1.058e-01 1.052e-01 9.688e-02 7.478e-02 7.325e-02 6.113e-02 5.862e-02 8.534e-02 7.301e-02 9.807e-10 2.012e-10 +81 EP 6 4.014e-04 1.432e-02 7.914e-02 1.008e-01 1.197e-01 1.355e-01 1.342e-01 1.281e-01 1.102e-01 1.161e-01 6.142e-02 6.921e-10 1.137e-10 6.050e-11 2.369e-11 +81 EP 7 1.545e-01 3.638e-01 2.725e-01 1.067e-01 5.438e-02 2.373e-02 1.556e-02 6.327e-03 1.740e-03 6.504e-10 6.102e-04 2.384e-04 1.958e-10 1.790e-10 1.766e-10 +81 EP 8 2.600e-10 3.725e-02 8.615e-02 9.482e-02 9.613e-02 7.470e-02 5.869e-02 4.527e-02 3.647e-02 3.980e-05 6.442e-02 2.287e-02 7.493e-09 2.773e-08 3.832e-01 +81 EP 9 2.010e-10 1.166e-09 1.739e-02 1.957e-03 2.607e-02 2.892e-02 2.619e-02 6.443e-04 2.962e-06 2.391e-08 5.223e-02 5.093e-02 1.917e-01 6.040e-01 7.239e-09 +81 EP 10 6.668e-03 2.028e-01 3.767e-01 1.889e-01 9.501e-02 5.014e-02 3.004e-02 9.993e-03 1.960e-02 9.183e-03 1.090e-02 1.677e-09 1.148e-09 2.886e-10 1.751e-10 +81 EP 11 3.283e-10 5.835e-03 1.399e-02 5.741e-09 1.388e-02 6.801e-02 7.760e-02 1.213e-01 1.619e-01 1.602e-01 1.925e-01 1.848e-01 2.196e-09 4.533e-10 8.321e-11 +81 EP 12 1.190e-04 9.649e-03 2.012e-02 8.315e-03 9.629e-03 3.832e-02 5.157e-02 4.581e-02 1.325e-01 3.039e-01 1.110e-01 5.414e-03 4.601e-02 1.249e-01 9.287e-02 +81 EP 13 7.801e-11 3.939e-03 2.347e-02 3.049e-02 5.496e-02 8.132e-02 7.818e-02 8.004e-02 9.854e-02 1.067e-01 1.998e-01 2.079e-01 3.467e-02 1.434e-10 7.195e-11 +81 EP 14 3.992e-10 1.678e-03 6.548e-03 1.244e-02 1.643e-02 9.774e-03 3.924e-03 7.356e-03 1.023e-03 5.699e-04 2.742e-02 5.651e-02 5.017e-02 1.171e-01 6.890e-01 +81 EP 15 9.512e-11 6.262e-03 2.334e-02 1.407e-02 2.232e-02 4.042e-02 7.263e-02 7.680e-02 7.010e-02 7.133e-02 5.881e-02 1.501e-01 2.941e-01 9.686e-02 2.854e-03 +81 EP 16 6.093e-11 7.124e-03 1.696e-02 1.322e-02 1.970e-02 3.962e-02 4.580e-02 7.273e-02 7.113e-02 7.183e-02 6.895e-02 1.047e-01 1.822e-01 2.823e-01 3.754e-03 +81 EP 17 1.915e-10 1.480e-09 1.215e-02 1.072e-02 2.283e-02 2.853e-02 4.016e-02 3.572e-02 9.304e-03 7.650e-09 1.607e-01 6.582e-01 2.172e-02 5.660e-09 7.124e-09 +81 EP 18 9.511e-05 1.637e-02 2.249e-02 4.481e-02 2.838e-02 6.311e-02 9.540e-02 2.523e-01 2.225e-01 8.798e-02 4.149e-09 6.343e-09 4.961e-02 1.169e-01 2.048e-09 +81 EP 19 2.512e-04 1.955e-02 2.752e-02 2.682e-02 2.846e-02 4.028e-02 4.137e-02 4.807e-02 5.963e-02 6.806e-02 8.182e-02 9.458e-02 1.255e-01 2.000e-01 1.381e-01 +81 EP 20 2.254e-10 2.012e-03 4.885e-09 1.952e-02 1.308e-02 2.003e-02 4.861e-02 2.019e-01 5.293e-01 1.317e-01 1.457e-08 4.305e-09 6.574e-09 3.378e-02 6.753e-09 +81 EP 21 8.542e-04 4.482e-02 6.014e-02 5.845e-02 7.880e-02 1.006e-01 9.997e-02 9.599e-02 8.970e-02 8.318e-02 8.438e-02 8.437e-02 8.042e-02 3.834e-02 2.038e-10 +81 EP 22 2.134e-05 5.928e-04 3.624e-02 3.178e-02 3.089e-02 7.113e-02 9.435e-02 1.192e-01 8.889e-02 7.764e-02 3.221e-02 7.192e-02 1.975e-01 1.476e-01 1.271e-09 +81 EP 23 2.835e-10 1.676e-09 1.210e-02 1.785e-02 3.583e-02 2.858e-02 6.430e-02 5.705e-02 7.915e-02 2.910e-01 4.141e-01 3.550e-05 3.862e-09 4.263e-09 9.424e-09 +81 EP 24 3.682e-05 3.777e-03 6.705e-03 5.622e-03 7.686e-03 2.098e-02 2.117e-02 3.626e-02 2.434e-02 1.351e-08 4.697e-02 1.607e-01 2.159e-01 1.862e-01 2.637e-01 +81 EP 25 1.023e-08 1.106e-04 1.945e-03 4.174e-03 2.134e-03 6.023e-03 1.772e-02 1.752e-02 4.599e-02 3.933e-02 5.491e-02 4.416e-02 9.183e-02 6.741e-01 6.564e-09 +81 EP 26 2.588e-04 3.097e-02 3.760e-02 2.491e-02 2.483e-02 3.194e-02 3.348e-02 4.652e-02 7.063e-02 8.979e-02 1.007e-01 1.208e-01 1.480e-01 1.696e-01 6.999e-02 +81 EP 27 6.852e-10 2.181e-04 2.956e-02 3.431e-02 4.627e-02 7.099e-02 1.033e-01 6.613e-02 3.632e-02 4.770e-02 3.369e-02 1.668e-01 3.648e-01 2.715e-09 1.535e-10 +81 TP 1 8.098e-01 4.492e-09 3.440e-10 1.072e-10 5.068e-10 1.771e-01 3.202e-03 6.772e-11 1.390e-10 5.640e-09 5.843e-03 6.764e-11 3.648e-03 5.044e-11 3.205e-10 1.074e-10 2.395e-10 5.082e-10 8.189e-11 6.336e-11 2.279e-04 1.343e-10 1.086e-04 8.224e-11 6.607e-11 3.560e-10 5.096e-10 +81 TP 2 4.413e-09 5.916e-01 2.335e-09 3.724e-10 7.887e-10 6.924e-04 2.605e-03 1.852e-10 7.868e-03 2.080e-02 2.401e-01 2.688e-04 2.695e-03 1.181e-10 1.132e-09 3.994e-10 3.058e-10 6.281e-03 5.684e-04 2.620e-10 1.081e-09 4.192e-03 1.336e-09 2.846e-10 9.748e-10 8.880e-10 1.222e-01 +81 TP 3 4.946e-10 4.909e-02 4.895e-01 3.997e-02 1.088e-03 1.676e-09 6.713e-11 1.338e-09 3.114e-03 5.888e-10 3.141e-02 8.416e-10 1.958e-08 7.040e-10 2.417e-09 4.037e-09 4.827e-10 2.492e-01 1.756e-08 1.180e-09 1.699e-09 1.378e-09 1.433e-09 1.207e-09 2.062e-09 3.935e-10 1.366e-01 +81 TP 4 9.986e-11 1.018e-09 6.058e-02 7.467e-01 2.926e-09 3.391e-10 4.391e-11 1.571e-09 1.370e-01 2.455e-10 1.481e-09 8.842e-10 1.748e-04 5.611e-10 2.795e-10 9.403e-09 3.448e-03 5.076e-02 6.407e-10 2.412e-09 6.387e-07 3.286e-09 2.008e-09 8.056e-10 3.782e-09 2.981e-10 1.385e-03 +81 TP 5 3.874e-10 6.438e-07 1.505e-09 1.032e-04 7.263e-01 2.754e-09 8.975e-04 4.580e-07 1.308e-02 4.984e-03 1.222e-09 1.230e-09 1.883e-10 3.582e-09 8.739e-11 8.032e-08 2.434e-08 6.373e-03 8.285e-04 8.677e-10 1.757e-10 2.348e-01 1.259e-02 3.137e-09 3.744e-06 2.287e-10 1.636e-05 +81 TP 6 9.613e-02 1.492e-09 5.516e-10 2.941e-10 1.438e-10 7.740e-01 4.371e-03 5.674e-11 1.354e-09 1.453e-09 1.472e-03 9.753e-11 1.236e-01 4.693e-11 1.167e-09 1.161e-10 2.956e-05 6.023e-05 1.188e-10 6.185e-11 1.270e-04 1.545e-10 1.522e-10 1.051e-10 1.435e-10 1.622e-04 4.974e-09 +81 TP 7 2.560e-02 9.717e-03 1.098e-09 5.207e-10 5.610e-03 3.219e-02 8.991e-01 3.576e-10 6.136e-10 4.681e-03 1.879e-02 3.092e-10 1.841e-03 2.410e-10 4.078e-10 1.121e-09 6.874e-04 7.677e-10 5.298e-10 3.192e-10 1.015e-03 9.113e-09 6.468e-04 5.362e-10 9.622e-05 1.456e-09 7.812e-10 +81 TP 8 1.088e-10 2.184e-09 1.747e-09 1.006e-09 4.272e-06 2.253e-10 9.144e-11 1.436e-01 7.870e-09 2.510e-10 1.012e-09 7.861e-02 2.030e-04 4.210e-02 2.517e-10 3.931e-08 1.183e-02 7.896e-09 1.864e-08 2.462e-03 4.031e-10 3.227e-01 7.417e-03 3.984e-02 3.512e-01 3.827e-10 1.922e-09 +81 TP 9 2.031e-10 6.298e-09 2.697e-01 1.496e-01 1.098e-02 4.881e-10 5.149e-11 1.358e-09 3.260e-01 2.770e-05 2.465e-09 4.763e-09 3.614e-04 8.053e-10 7.544e-04 4.528e-03 1.202e-03 8.245e-02 3.825e-07 1.659e-03 1.413e-03 5.961e-07 4.432e-07 1.978e-09 4.510e-09 1.756e-09 1.514e-01 +81 TP 10 5.709e-09 3.725e-01 2.498e-09 7.512e-10 1.448e-03 4.850e-09 3.280e-08 1.123e-09 1.662e-09 6.091e-01 2.794e-08 7.855e-10 3.752e-09 3.920e-10 1.364e-09 1.946e-09 8.723e-04 3.335e-09 1.108e-09 9.580e-10 4.451e-03 9.845e-03 1.798e-03 1.112e-09 1.746e-09 1.012e-09 1.039e-08 +81 TP 11 4.130e-03 2.832e-01 3.534e-03 2.191e-03 8.826e-10 1.390e-08 1.664e-04 4.766e-10 6.359e-03 3.042e-02 4.073e-01 1.947e-09 4.778e-09 8.210e-10 3.551e-03 5.667e-10 1.500e-08 6.481e-02 1.579e-08 7.394e-10 4.373e-10 9.392e-10 9.467e-04 6.301e-04 1.496e-09 4.394e-10 1.928e-01 +81 TP 12 7.680e-11 5.814e-10 6.589e-10 7.408e-10 1.834e-08 5.045e-10 6.749e-11 1.276e-02 1.513e-09 1.655e-10 1.843e-09 9.519e-02 1.689e-04 6.896e-01 1.212e-09 3.522e-02 1.049e-02 9.308e-10 3.519e-04 6.946e-09 2.801e-10 8.210e-09 1.704e-09 5.616e-02 1.000e-01 6.387e-10 7.163e-10 +81 TP 13 9.669e-03 3.398e-03 1.260e-09 8.185e-10 1.694e-10 2.146e-01 7.102e-10 1.196e-10 2.579e-09 1.791e-03 4.364e-03 3.557e-10 6.778e-01 1.458e-10 8.702e-02 1.500e-10 3.080e-10 1.176e-09 1.848e-10 1.854e-10 5.662e-10 1.728e-10 1.532e-10 2.168e-10 9.936e-10 6.280e-06 1.290e-03 +81 TP 14 2.663e-11 3.165e-10 3.473e-10 2.639e-10 4.450e-03 4.900e-11 1.011e-09 1.092e-07 3.704e-10 5.067e-11 4.326e-10 1.200e-01 1.357e-10 4.723e-01 1.002e-10 4.486e-08 2.075e-09 1.418e-09 1.545e-05 1.517e-08 1.362e-10 3.895e-02 6.747e-10 1.976e-01 1.665e-01 1.821e-10 4.253e-10 +81 TP 15 3.374e-09 4.827e-09 8.656e-09 2.745e-09 2.405e-10 6.587e-03 2.060e-10 2.442e-10 3.869e-03 1.280e-09 4.386e-03 3.570e-10 1.819e-01 2.769e-10 8.021e-01 2.630e-10 2.534e-10 4.242e-09 5.441e-10 3.121e-10 9.096e-10 2.471e-10 2.437e-10 2.615e-10 3.295e-10 4.273e-04 6.478e-04 +81 TP 16 1.108e-10 2.054e-05 1.106e-09 9.871e-10 1.844e-01 1.778e-04 7.286e-11 1.528e-01 3.749e-09 7.983e-04 8.880e-10 5.357e-03 2.675e-10 4.393e-09 1.561e-10 5.591e-01 8.949e-03 1.353e-09 2.689e-10 1.985e-02 1.629e-10 2.330e-02 4.517e-02 4.446e-06 1.746e-08 2.945e-10 1.442e-09 +81 TP 17 3.774e-10 5.458e-03 2.062e-09 1.857e-09 2.741e-02 1.068e-08 3.806e-04 4.674e-03 1.513e-09 5.927e-09 3.045e-09 1.348e-07 1.094e-09 6.747e-09 1.112e-09 2.645e-08 3.038e-01 8.485e-09 5.675e-09 4.736e-01 3.135e-09 1.690e-03 1.825e-01 9.970e-09 4.490e-04 5.408e-10 1.932e-09 +81 TP 18 5.249e-10 6.752e-09 1.013e-01 1.160e-01 6.697e-09 1.928e-09 2.583e-10 1.283e-09 4.973e-01 6.478e-10 2.077e-02 1.103e-09 2.662e-09 1.258e-09 1.481e-09 4.802e-09 8.341e-10 3.907e-02 2.398e-08 1.016e-09 1.943e-09 2.040e-09 2.590e-09 1.557e-09 4.227e-09 8.979e-10 2.256e-01 +81 TP 19 1.031e-10 3.590e-04 6.526e-10 6.598e-10 3.589e-06 8.658e-11 3.920e-06 8.428e-04 3.812e-10 2.543e-04 1.795e-09 6.482e-10 2.852e-10 1.145e-09 4.278e-05 2.805e-06 5.281e-09 7.525e-10 9.901e-01 1.747e-10 7.916e-03 1.996e-09 3.186e-10 1.598e-09 1.077e-09 4.797e-04 1.650e-09 +81 TP 20 6.140e-10 4.767e-09 4.286e-09 1.702e-02 3.415e-08 1.955e-09 1.076e-03 5.735e-02 2.761e-02 1.450e-09 2.794e-09 1.383e-08 1.258e-09 4.907e-01 1.146e-09 3.668e-02 3.092e-09 5.357e-09 1.901e-08 2.208e-02 1.027e-09 1.495e-08 3.999e-09 8.439e-09 3.475e-01 1.502e-09 2.201e-09 +81 TP 21 6.009e-04 4.149e-09 8.616e-10 7.096e-10 1.433e-10 8.168e-08 1.301e-10 1.052e-10 7.035e-08 3.470e-08 1.151e-09 1.075e-10 1.830e-04 8.803e-11 9.713e-06 1.265e-10 6.794e-11 1.705e-03 1.148e-02 1.125e-10 8.668e-01 1.220e-10 8.247e-11 1.115e-10 1.207e-10 1.192e-01 2.278e-09 +81 TP 22 1.006e-10 8.774e-10 1.193e-09 3.268e-09 4.117e-03 2.070e-10 9.694e-11 1.059e-02 7.539e-04 3.640e-10 6.710e-10 4.637e-09 1.422e-10 3.731e-02 1.102e-10 2.188e-01 6.250e-06 2.465e-09 5.252e-09 7.855e-09 1.864e-10 3.595e-01 4.778e-02 4.049e-02 2.806e-01 2.820e-10 2.239e-09 +81 TP 23 7.419e-10 2.753e-06 2.378e-09 1.003e-04 5.677e-02 1.556e-07 5.513e-04 4.451e-08 1.949e-09 3.619e-09 5.710e-09 2.984e-02 8.620e-10 6.672e-09 4.729e-10 1.037e-08 3.702e-02 5.102e-03 2.103e-08 1.304e-01 4.908e-10 3.154e-01 3.753e-01 3.110e-02 1.834e-02 8.689e-10 2.033e-09 +81 TP 24 4.389e-11 7.765e-10 6.857e-10 4.913e-10 1.219e-07 1.312e-10 4.097e-11 1.478e-01 8.157e-10 1.576e-10 1.085e-09 3.958e-01 9.177e-10 1.843e-02 2.305e-10 9.363e-03 6.650e-02 1.538e-09 3.805e-09 1.085e-06 1.792e-10 1.144e-02 2.797e-02 3.227e-01 6.628e-09 1.946e-10 6.414e-10 +81 TP 25 4.784e-11 7.654e-10 9.756e-10 1.096e-09 1.880e-09 1.738e-10 3.180e-11 9.273e-02 9.070e-09 1.653e-10 7.236e-10 6.104e-02 3.486e-10 1.153e-01 7.437e-10 2.104e-01 1.560e-02 1.746e-09 4.119e-10 8.156e-09 1.620e-10 3.667e-05 3.865e-03 2.307e-01 2.703e-01 3.076e-10 1.477e-09 +81 TP 26 3.382e-10 1.737e-10 1.544e-10 1.496e-10 6.493e-11 1.389e-10 2.803e-05 6.069e-11 2.253e-10 1.472e-10 1.599e-10 4.949e-11 1.573e-10 5.075e-11 1.024e-10 6.284e-11 3.269e-11 1.684e-10 4.963e-04 4.056e-11 5.770e-02 5.315e-11 3.830e-11 5.562e-11 5.072e-11 9.418e-01 1.572e-10 +81 TP 27 7.904e-10 1.039e-01 1.976e-01 3.674e-06 2.145e-03 5.444e-04 6.176e-11 3.737e-10 8.087e-02 5.220e-03 1.793e-01 1.852e-05 4.114e-05 4.493e-10 2.398e-09 1.477e-09 2.496e-10 2.823e-02 1.449e-06 5.864e-10 6.105e-10 6.664e-10 7.871e-10 9.769e-10 1.876e-09 4.944e-10 4.022e-01 +82 IP 1 3.248e-03 +82 IP 2 8.764e-09 +82 IP 3 9.305e-03 +82 IP 4 7.114e-03 +82 IP 5 7.506e-03 +82 IP 6 9.352e-09 +82 IP 7 2.454e-02 +82 IP 8 1.276e-08 +82 IP 9 3.423e-02 +82 IP 10 1.499e-01 +82 IP 11 1.966e-08 +82 IP 12 1.044e-08 +82 IP 13 1.223e-02 +82 IP 14 1.202e-08 +82 IP 15 1.168e-08 +82 IP 16 7.909e-05 +82 IP 17 1.148e-08 +82 IP 18 1.101e-01 +82 IP 19 3.605e-01 +82 IP 20 1.016e-08 +82 IP 21 1.411e-08 +82 IP 22 1.431e-08 +82 IP 23 2.787e-01 +82 IP 24 2.610e-03 +82 EP 1 2.204e-10 3.603e-03 1.045e-02 9.881e-03 1.327e-02 1.827e-02 2.233e-02 2.645e-02 3.922e-02 3.102e-02 2.893e-02 5.899e-02 1.132e-01 2.666e-01 3.577e-01 2.278e-10 +82 EP 2 3.606e-06 6.971e-04 6.417e-03 1.073e-05 6.064e-03 2.377e-02 2.203e-02 4.201e-02 1.927e-06 7.135e-02 2.273e-01 4.804e-01 9.037e-02 1.785e-08 2.958e-02 1.754e-09 +82 EP 3 2.088e-04 6.338e-09 5.485e-02 1.122e-01 1.720e-01 1.996e-01 1.617e-01 1.062e-01 3.968e-02 6.202e-09 3.071e-02 1.229e-01 7.305e-08 1.943e-10 1.384e-10 3.875e-11 +82 EP 4 6.465e-10 3.536e-09 7.064e-03 1.158e-02 2.169e-02 9.384e-03 2.602e-02 1.144e-06 8.613e-08 2.357e-01 5.471e-01 9.277e-02 4.552e-08 4.870e-02 3.457e-08 5.980e-10 +82 EP 5 7.420e-11 6.179e-03 3.342e-02 2.794e-02 3.413e-02 5.431e-02 6.321e-02 7.390e-02 6.289e-02 8.484e-02 8.539e-02 1.743e-01 2.946e-01 4.938e-03 4.004e-10 2.358e-11 +82 EP 6 1.625e-09 1.578e-02 1.464e-02 2.544e-02 3.122e-02 4.369e-02 4.899e-02 1.346e-01 4.680e-01 1.912e-01 1.912e-02 6.116e-09 7.243e-03 2.524e-05 1.825e-08 1.896e-09 +82 EP 7 2.042e-04 2.676e-02 1.226e-01 9.284e-02 1.036e-01 1.029e-01 8.947e-02 6.633e-02 5.902e-02 6.312e-02 5.305e-02 9.095e-02 1.292e-01 2.803e-09 9.496e-10 6.293e-10 +82 EP 8 2.805e-10 1.784e-02 8.685e-02 2.783e-02 5.038e-05 9.550e-06 6.962e-02 1.188e-01 2.330e-01 2.551e-01 1.908e-01 5.567e-05 1.074e-06 5.686e-10 3.209e-10 7.153e-11 +82 EP 9 5.555e-04 2.639e-02 1.128e-01 1.264e-01 1.370e-01 1.238e-01 1.097e-01 9.664e-02 9.012e-02 9.193e-02 7.102e-02 1.359e-02 6.945e-11 4.655e-11 3.461e-11 2.038e-11 +82 EP 10 2.580e-03 1.046e-01 3.247e-01 1.999e-01 1.273e-01 5.760e-02 2.938e-02 2.871e-02 3.485e-02 4.828e-02 4.212e-02 1.734e-09 3.008e-09 2.690e-10 2.386e-10 1.228e-10 +82 EP 11 1.356e-04 6.913e-03 1.991e-02 1.838e-02 3.746e-02 7.010e-02 7.965e-02 8.587e-02 8.712e-02 9.511e-02 1.466e-01 2.068e-01 1.223e-01 2.247e-02 1.193e-03 3.548e-11 +82 EP 12 5.749e-10 4.415e-03 3.436e-02 4.716e-02 3.816e-02 8.913e-02 4.315e-02 1.519e-06 9.338e-08 1.860e-08 3.699e-03 2.477e-01 4.940e-02 1.935e-03 4.409e-01 5.327e-10 +82 EP 13 6.866e-11 2.067e-03 1.353e-02 1.768e-02 1.509e-02 2.242e-02 2.288e-02 2.367e-02 5.588e-02 2.021e-02 5.076e-02 4.247e-04 8.794e-02 6.675e-01 5.509e-09 5.081e-11 +82 EP 14 4.201e-09 8.080e-03 3.058e-08 3.351e-08 1.004e-08 1.325e-05 2.924e-08 1.607e-08 1.772e-08 2.320e-08 2.139e-01 7.773e-01 1.039e-07 3.017e-08 6.821e-04 4.177e-09 +82 EP 15 6.061e-09 6.530e-07 1.109e-02 3.952e-02 7.300e-03 2.129e-08 4.889e-03 1.165e-01 6.543e-01 1.399e-01 2.389e-08 2.646e-02 4.315e-08 4.075e-08 4.227e-08 7.012e-09 +82 EP 16 5.095e-10 5.647e-03 9.747e-03 5.214e-03 9.334e-03 2.885e-02 2.223e-02 3.172e-02 2.830e-02 4.849e-03 8.946e-03 6.942e-02 1.650e-01 5.670e-01 4.378e-02 5.060e-10 +82 EP 17 3.071e-03 2.160e-08 4.157e-08 4.663e-08 1.137e-07 3.060e-01 1.883e-01 3.121e-01 1.725e-01 4.052e-08 3.129e-08 1.567e-06 1.797e-02 8.841e-08 3.650e-08 1.324e-08 +82 EP 18 6.618e-05 1.378e-02 2.593e-02 2.175e-02 2.257e-02 3.111e-02 3.479e-02 4.281e-02 5.876e-02 7.236e-02 7.725e-02 9.283e-02 1.244e-01 2.110e-01 1.705e-01 1.015e-05 +82 EP 19 5.606e-04 2.864e-02 5.681e-02 5.356e-02 6.413e-02 7.854e-02 8.227e-02 8.598e-02 8.698e-02 8.025e-02 8.996e-02 9.612e-02 1.035e-01 8.921e-02 3.530e-03 4.854e-12 +82 EP 20 1.641e-09 1.480e-04 1.902e-02 3.268e-08 8.901e-03 2.393e-02 5.690e-02 7.141e-05 8.201e-04 5.113e-01 2.682e-01 3.014e-02 1.185e-03 7.912e-02 5.631e-05 2.017e-04 +82 EP 21 2.703e-10 1.374e-02 2.389e-02 2.605e-02 4.477e-02 6.309e-02 1.508e-01 3.028e-01 2.108e-01 9.781e-02 2.917e-08 1.111e-03 6.512e-02 1.501e-08 3.912e-09 1.823e-10 +82 EP 22 8.488e-10 5.913e-09 5.344e-02 6.266e-02 6.251e-02 7.000e-02 1.108e-01 1.328e-01 1.552e-01 1.686e-01 1.599e-01 3.639e-08 7.936e-03 1.616e-02 2.304e-08 8.321e-10 +82 EP 23 4.349e-02 2.380e-01 3.165e-01 1.754e-01 9.569e-02 5.494e-02 3.831e-02 2.275e-02 1.222e-02 2.701e-03 2.322e-10 4.274e-05 5.173e-10 9.660e-11 9.290e-11 9.009e-11 +82 EP 24 2.222e-07 5.990e-10 1.921e-03 7.363e-03 7.556e-03 6.503e-03 4.493e-03 4.850e-03 3.541e-05 8.778e-03 1.702e-02 2.919e-02 3.256e-02 1.594e-01 7.203e-01 1.090e-04 +82 TP 1 3.798e-01 4.642e-02 2.166e-09 7.196e-05 2.102e-08 4.100e-02 1.562e-03 2.044e-09 3.909e-10 5.713e-10 5.588e-10 8.269e-02 1.845e-01 1.093e-02 1.441e-09 5.920e-02 1.652e-09 3.625e-04 3.985e-09 6.397e-02 1.298e-08 3.136e-02 2.844e-10 9.813e-02 +82 TP 2 3.263e-02 3.494e-01 3.538e-09 1.603e-06 3.289e-09 4.262e-01 5.904e-03 3.997e-09 2.424e-09 3.939e-09 2.352e-09 4.359e-09 4.068e-09 6.663e-09 5.322e-09 3.734e-07 4.862e-09 5.655e-08 1.225e-08 3.985e-06 5.209e-09 1.841e-01 1.795e-03 1.221e-08 +82 TP 3 4.558e-05 1.618e-10 4.763e-01 7.810e-10 2.073e-01 7.525e-09 3.302e-10 2.013e-01 2.897e-08 8.349e-02 7.832e-03 4.766e-10 8.035e-03 2.584e-10 1.008e-08 1.124e-03 3.330e-09 5.391e-03 4.083e-03 1.055e-07 1.596e-07 3.010e-10 4.795e-03 3.240e-04 +82 TP 4 2.013e-04 7.172e-09 3.099e-08 3.412e-01 2.126e-02 7.292e-03 3.073e-04 6.572e-02 4.160e-09 1.710e-08 4.534e-09 1.853e-02 1.350e-03 6.365e-03 1.776e-02 4.261e-09 1.135e-08 2.783e-08 4.392e-08 3.158e-09 5.200e-01 5.244e-09 2.322e-09 2.287e-09 +82 TP 5 1.172e-03 2.329e-10 9.540e-02 9.351e-03 5.491e-01 5.295e-10 2.123e-05 9.303e-02 3.872e-09 1.242e-02 7.526e-03 1.584e-02 1.857e-01 4.369e-10 4.184e-10 2.377e-10 3.247e-10 2.560e-09 2.759e-09 1.142e-10 3.047e-02 1.776e-10 2.045e-10 1.831e-10 +82 TP 6 1.219e-02 1.497e-06 4.167e-09 8.321e-09 5.758e-09 4.675e-02 6.885e-09 3.944e-07 2.223e-09 4.081e-09 2.649e-09 9.379e-09 2.122e-04 1.021e-03 4.499e-09 1.713e-01 4.805e-09 4.888e-08 7.190e-09 1.076e-08 6.248e-08 4.535e-04 1.908e-04 7.679e-01 +82 TP 7 4.873e-04 5.712e-09 4.058e-09 2.715e-07 3.074e-09 1.002e-07 7.185e-01 3.494e-09 1.049e-09 1.241e-02 1.009e-09 2.617e-09 1.046e-02 1.448e-06 1.344e-08 1.388e-01 2.847e-02 2.243e-08 4.576e-09 1.534e-09 8.294e-03 7.890e-02 3.658e-03 4.685e-09 +82 TP 8 9.328e-10 6.880e-10 3.987e-01 3.787e-04 1.478e-01 9.419e-04 4.308e-10 3.309e-01 8.717e-08 3.517e-02 5.315e-09 6.806e-10 1.976e-09 9.187e-10 1.617e-09 4.703e-10 1.019e-09 3.191e-03 3.609e-07 2.305e-08 7.845e-02 3.752e-10 4.561e-03 7.530e-07 +82 TP 9 5.659e-11 4.015e-11 3.930e-05 2.072e-09 1.419e-08 3.595e-11 4.100e-11 6.717e-06 9.001e-01 1.169e-08 7.569e-02 1.389e-10 3.731e-10 2.340e-09 7.540e-11 3.739e-11 7.032e-11 2.115e-07 3.389e-03 4.870e-11 2.232e-09 3.735e-11 2.082e-02 4.149e-11 +82 TP 10 6.733e-10 4.962e-10 3.893e-01 1.266e-03 2.704e-02 6.388e-10 7.216e-06 1.277e-06 7.960e-07 5.748e-01 2.376e-03 5.291e-10 5.101e-09 5.504e-10 2.278e-04 6.809e-10 3.727e-03 1.608e-08 4.831e-04 1.155e-09 9.453e-06 7.819e-04 2.755e-09 3.509e-10 +82 TP 11 1.169e-10 7.436e-11 1.233e-03 1.193e-09 1.274e-02 7.386e-11 6.758e-11 1.173e-03 1.337e-01 4.356e-03 8.468e-01 3.929e-10 4.060e-09 4.052e-10 1.746e-10 6.700e-11 1.034e-10 1.704e-05 5.702e-09 6.366e-11 1.441e-06 5.958e-11 1.815e-07 8.910e-11 +82 TP 12 4.217e-02 6.033e-09 5.993e-03 5.609e-02 2.992e-01 1.404e-07 1.467e-04 4.106e-09 1.576e-09 2.752e-09 2.082e-09 4.882e-04 1.839e-01 8.957e-03 1.601e-02 1.172e-08 7.188e-09 2.125e-08 1.185e-03 2.338e-09 3.859e-01 2.292e-07 1.165e-09 1.995e-09 +82 TP 13 3.643e-02 5.233e-09 1.631e-02 2.563e-02 4.168e-01 2.176e-09 2.825e-03 2.008e-07 3.049e-10 2.500e-03 3.737e-08 3.967e-02 3.790e-01 4.907e-03 6.398e-10 4.299e-04 6.803e-10 2.421e-09 3.289e-09 4.970e-10 7.553e-02 4.590e-08 1.048e-10 4.666e-10 +82 TP 14 4.223e-05 2.766e-08 2.535e-08 2.788e-01 4.164e-08 5.332e-08 3.490e-04 2.641e-08 1.585e-08 2.830e-08 1.286e-08 2.246e-06 6.256e-07 2.704e-01 4.380e-01 1.832e-08 1.623e-08 9.777e-08 6.350e-08 9.067e-09 2.370e-07 1.697e-08 1.239e-02 8.429e-09 +82 TP 15 3.689e-01 1.550e-08 3.333e-08 2.697e-08 5.297e-08 1.074e-08 1.791e-08 2.328e-08 1.770e-08 1.907e-08 2.260e-08 3.127e-02 3.124e-01 2.293e-08 1.546e-08 4.668e-08 1.670e-08 2.857e-01 1.771e-03 9.634e-09 2.818e-08 1.201e-08 1.280e-08 2.259e-06 +82 TP 16 1.885e-01 3.690e-02 5.020e-09 4.623e-03 2.707e-09 2.400e-04 1.478e-01 3.719e-08 7.993e-10 1.626e-06 7.957e-10 3.335e-09 3.544e-08 1.826e-09 2.218e-09 4.327e-01 1.766e-09 8.870e-03 5.824e-09 4.505e-09 4.306e-09 1.660e-01 7.531e-10 1.441e-02 +82 TP 17 6.570e-03 4.618e-08 5.163e-08 4.910e-08 5.119e-08 3.571e-06 4.493e-08 4.290e-08 2.483e-08 4.464e-08 2.443e-08 8.159e-08 4.611e-02 9.334e-04 3.974e-08 4.139e-01 2.697e-07 5.324e-01 1.438e-07 2.760e-08 1.458e-07 4.704e-08 4.887e-08 5.171e-05 +82 TP 18 1.525e-09 3.185e-11 4.579e-04 1.211e-10 9.583e-11 4.170e-11 6.272e-10 1.323e-06 6.731e-11 3.035e-10 8.529e-11 6.278e-11 1.840e-10 2.873e-11 2.915e-11 1.288e-06 2.547e-11 9.577e-01 4.174e-02 7.250e-05 1.321e-10 5.960e-11 3.509e-11 2.427e-05 +82 TP 19 5.321e-11 2.024e-11 1.238e-09 1.151e-10 1.843e-10 3.722e-11 3.823e-11 1.139e-06 2.176e-04 2.929e-04 2.903e-04 1.313e-10 4.288e-10 3.376e-11 5.448e-11 5.561e-11 4.124e-11 9.360e-02 9.050e-01 1.134e-05 2.408e-10 3.753e-11 5.829e-04 1.747e-10 +82 TP 20 8.770e-02 5.886e-03 3.627e-09 6.386e-09 8.856e-09 4.890e-09 1.526e-08 8.068e-03 2.154e-09 2.342e-09 3.552e-09 4.983e-09 1.800e-08 3.213e-09 3.468e-09 6.242e-02 3.689e-09 6.461e-07 1.256e-08 3.352e-02 4.943e-09 5.056e-09 1.815e-09 8.024e-01 +82 TP 21 4.844e-02 1.714e-09 5.172e-09 2.440e-07 4.234e-01 2.136e-09 1.474e-09 7.057e-08 2.289e-09 1.864e-09 2.256e-09 2.374e-03 5.258e-01 3.105e-09 1.516e-09 2.340e-08 1.619e-08 2.168e-08 1.780e-08 6.987e-10 1.790e-07 2.872e-09 7.267e-10 4.884e-05 +82 TP 22 1.224e-01 5.248e-02 4.668e-09 2.999e-07 3.591e-09 2.072e-05 6.304e-02 2.435e-04 1.196e-09 4.049e-09 1.264e-09 2.992e-09 5.661e-08 3.077e-08 6.756e-09 3.526e-01 6.986e-07 1.939e-08 4.864e-09 3.526e-09 5.274e-03 4.029e-01 1.657e-09 1.060e-03 +82 TP 23 1.624e-10 9.065e-05 1.029e-02 2.067e-04 3.519e-04 1.343e-10 5.422e-04 6.067e-03 9.889e-02 9.751e-04 1.855e-05 2.698e-10 3.629e-10 2.484e-10 1.751e-10 4.428e-05 3.823e-10 2.109e-09 7.360e-03 1.780e-10 3.192e-10 4.070e-04 8.748e-01 1.152e-10 +82 TP 24 2.718e-01 4.684e-03 1.520e-09 1.115e-09 1.599e-09 3.398e-02 1.784e-05 1.459e-09 4.496e-10 4.171e-10 5.567e-10 1.321e-09 9.949e-09 1.266e-09 1.466e-09 2.518e-04 6.205e-09 3.298e-05 4.621e-09 6.644e-02 4.754e-09 1.406e-03 2.900e-10 6.214e-01 +83 IP 1 5.392e-08 +83 IP 2 3.727e-03 +83 IP 3 1.370e-08 +83 IP 4 3.175e-01 +83 IP 5 1.635e-01 +83 IP 6 3.912e-08 +83 IP 7 2.714e-02 +83 IP 8 3.529e-02 +83 IP 9 1.692e-01 +83 IP 10 7.194e-02 +83 IP 11 9.287e-02 +83 IP 12 1.390e-08 +83 IP 13 1.435e-08 +83 IP 14 1.903e-02 +83 IP 15 2.012e-08 +83 IP 16 1.513e-08 +83 IP 17 5.569e-08 +83 IP 18 1.249e-08 +83 IP 19 1.445e-08 +83 IP 20 1.715e-08 +83 IP 21 5.389e-02 +83 IP 22 1.412e-02 +83 IP 23 3.174e-02 +83 IP 24 5.044e-08 +83 EP 1 1.388e-09 6.534e-03 3.501e-02 3.542e-02 4.088e-02 7.317e-02 8.805e-02 1.005e-01 1.090e-01 1.222e-01 1.163e-01 1.321e-01 1.408e-01 2.168e-09 9.812e-11 1.363e-11 +83 EP 2 7.670e-11 4.492e-03 1.748e-02 1.778e-02 1.885e-02 3.036e-02 4.724e-02 6.949e-02 6.115e-02 7.051e-02 8.232e-02 1.529e-01 2.817e-01 1.413e-01 4.365e-03 4.220e-11 +83 EP 3 4.043e-10 6.635e-07 7.382e-03 2.478e-03 1.933e-02 4.882e-02 5.018e-02 2.477e-02 2.754e-05 1.031e-01 3.931e-01 3.042e-01 2.733e-08 6.291e-09 4.645e-02 1.372e-04 +83 EP 4 5.790e-02 2.683e-01 3.187e-01 1.684e-01 9.005e-02 4.970e-02 2.209e-02 1.228e-02 7.189e-03 3.767e-03 1.554e-03 1.759e-08 1.532e-10 1.205e-04 1.164e-10 1.155e-10 +83 EP 5 6.349e-04 5.337e-02 6.695e-02 5.060e-02 5.511e-02 7.067e-02 6.842e-02 6.490e-02 6.791e-02 7.353e-02 9.139e-02 9.357e-02 1.249e-01 1.112e-01 6.867e-03 2.385e-11 +83 EP 6 1.573e-10 6.612e-03 1.434e-02 1.256e-02 1.376e-02 1.980e-02 1.969e-02 3.118e-02 1.613e-02 3.796e-09 1.647e-02 2.327e-01 2.210e-01 1.747e-01 2.210e-01 3.610e-11 +83 EP 7 2.655e-04 1.788e-02 8.915e-02 7.766e-02 8.295e-02 9.076e-02 9.452e-02 8.940e-02 8.699e-02 1.028e-01 7.092e-02 7.877e-02 1.178e-01 4.020e-05 6.228e-10 2.340e-11 +83 EP 8 3.136e-05 2.626e-03 1.082e-02 1.558e-02 1.768e-02 2.564e-02 2.977e-02 3.435e-02 6.654e-02 7.572e-02 6.439e-02 7.456e-02 8.754e-02 2.358e-01 2.589e-01 1.902e-11 +83 EP 9 1.421e-03 4.972e-02 1.801e-01 1.452e-01 1.596e-01 1.323e-01 1.044e-01 6.791e-02 5.139e-02 2.812e-02 3.630e-02 4.344e-02 9.093e-10 2.785e-10 7.365e-11 3.431e-11 +83 EP 10 5.514e-04 2.514e-02 5.333e-02 5.826e-02 7.318e-02 9.320e-02 9.521e-02 9.285e-02 9.153e-02 8.447e-02 8.938e-02 8.635e-02 8.607e-02 7.048e-02 2.305e-10 1.742e-11 +83 EP 11 7.664e-04 5.718e-02 1.952e-01 1.724e-01 1.494e-01 1.190e-01 9.246e-02 8.429e-02 5.989e-02 4.869e-02 2.076e-02 3.456e-10 1.220e-10 4.854e-11 3.194e-11 2.911e-11 +83 EP 12 3.323e-04 3.821e-09 5.683e-03 1.900e-02 1.866e-02 2.698e-02 5.540e-02 6.993e-02 7.478e-02 1.287e-01 3.249e-01 2.756e-01 3.541e-09 5.022e-09 7.054e-09 6.574e-11 +83 EP 13 1.450e-04 3.548e-02 4.185e-02 3.159e-02 1.786e-02 1.668e-02 9.780e-03 2.868e-02 3.340e-02 6.128e-04 4.082e-03 1.972e-01 2.606e-01 1.815e-01 1.406e-01 3.604e-10 +83 EP 14 8.322e-11 2.932e-03 7.886e-03 9.768e-03 8.360e-03 2.799e-02 3.782e-02 5.314e-02 5.911e-02 1.673e-02 4.518e-02 3.643e-02 1.350e-01 5.136e-01 4.599e-02 1.646e-11 +83 EP 15 3.795e-10 1.147e-06 1.480e-02 6.755e-08 3.006e-04 5.517e-03 1.787e-02 1.889e-03 1.487e-02 1.699e-03 2.827e-02 8.728e-02 2.231e-01 6.044e-01 1.405e-06 7.716e-11 +83 EP 16 3.496e-04 6.323e-02 8.077e-02 3.756e-02 2.670e-02 4.724e-02 2.611e-02 4.650e-02 1.198e-01 2.843e-01 1.832e-01 1.751e-02 5.774e-02 8.929e-03 2.888e-07 6.758e-05 +83 EP 17 9.731e-11 1.516e-02 1.574e-02 2.528e-02 1.887e-02 3.909e-02 5.723e-02 9.688e-02 3.092e-01 2.833e-01 6.563e-02 1.726e-09 4.761e-02 2.598e-02 6.467e-09 4.295e-11 +83 EP 18 1.436e-10 3.049e-04 1.216e-06 2.001e-02 2.717e-02 2.504e-02 2.181e-02 1.613e-02 2.928e-07 6.962e-04 6.261e-02 7.986e-02 5.928e-02 1.047e-01 5.824e-01 1.914e-10 +83 EP 19 3.122e-05 1.688e-02 2.181e-02 1.905e-02 2.319e-02 3.389e-02 4.197e-02 4.835e-02 6.514e-02 7.622e-02 8.739e-02 1.102e-01 1.381e-01 1.894e-01 1.283e-01 7.461e-06 +83 EP 20 5.756e-10 3.997e-06 1.294e-02 2.772e-02 3.659e-02 4.298e-02 8.225e-02 1.909e-01 3.197e-01 2.869e-01 9.878e-07 5.799e-09 2.652e-07 6.053e-09 1.162e-06 2.023e-10 +83 EP 21 2.168e-11 1.116e-03 1.110e-02 8.690e-03 1.492e-02 1.524e-02 1.354e-02 1.097e-02 2.707e-04 4.504e-02 5.320e-02 5.334e-02 6.882e-02 1.883e-01 5.154e-01 9.243e-12 +83 EP 22 4.257e-05 1.541e-02 2.482e-02 2.194e-02 3.037e-02 7.937e-02 1.235e-01 2.331e-01 2.308e-01 9.386e-02 2.855e-09 1.431e-05 1.468e-01 7.237e-06 1.510e-09 6.755e-11 +83 EP 23 7.292e-10 5.563e-03 2.532e-02 2.495e-02 2.339e-02 1.501e-02 2.278e-02 1.736e-02 1.205e-08 1.168e-06 6.655e-02 1.007e-01 2.016e-01 4.968e-01 1.206e-09 2.184e-11 +83 EP 24 2.389e-04 6.171e-03 4.338e-02 4.592e-02 7.585e-02 9.700e-02 1.019e-01 1.001e-01 1.083e-01 1.245e-01 1.463e-01 1.228e-01 2.747e-02 7.637e-11 7.001e-11 2.204e-11 +83 TP 1 6.772e-01 1.036e-09 2.380e-10 4.707e-04 2.746e-10 1.107e-09 5.716e-10 5.328e-07 1.175e-01 2.650e-10 1.438e-07 1.245e-03 2.001e-10 1.514e-09 4.556e-10 3.042e-10 6.028e-04 4.408e-05 5.354e-10 2.439e-10 7.383e-10 1.010e-01 9.999e-02 1.928e-03 +83 TP 2 1.001e-08 8.444e-01 5.954e-10 1.673e-10 4.696e-10 3.577e-10 1.617e-10 1.116e-07 2.593e-09 7.435e-06 1.082e-09 3.477e-10 2.992e-10 2.268e-10 4.551e-10 2.626e-10 4.699e-10 5.618e-09 3.332e-09 3.130e-10 2.244e-10 3.361e-09 1.286e-02 1.427e-01 +83 TP 3 1.505e-09 9.242e-10 3.577e-01 6.388e-04 2.134e-07 5.155e-10 7.807e-10 8.972e-10 4.838e-08 4.461e-03 1.163e-09 5.082e-10 7.862e-02 6.993e-10 5.686e-09 1.422e-01 6.872e-10 3.855e-08 2.466e-09 4.164e-01 5.628e-10 6.932e-09 8.877e-10 4.942e-10 +83 TP 4 6.265e-09 4.158e-10 4.646e-10 9.025e-01 3.071e-03 3.483e-10 5.013e-03 1.120e-09 1.484e-02 1.015e-03 5.328e-02 2.912e-03 4.526e-10 3.239e-10 4.443e-10 2.730e-10 2.869e-10 2.856e-10 3.684e-10 4.919e-04 1.778e-10 1.046e-09 8.235e-10 1.691e-02 +83 TP 5 4.218e-10 1.316e-10 1.041e-02 8.944e-05 7.998e-01 1.535e-10 1.252e-10 2.853e-10 6.508e-05 7.860e-10 3.604e-10 1.479e-10 4.274e-02 3.706e-10 1.006e-01 4.250e-06 1.378e-04 1.682e-05 5.263e-10 4.612e-02 1.797e-10 6.608e-10 5.673e-10 1.281e-10 +83 TP 6 2.748e-09 1.208e-10 3.086e-10 9.259e-11 3.004e-10 2.811e-01 1.119e-01 1.508e-09 2.141e-09 2.176e-10 5.267e-10 1.625e-01 3.078e-08 9.054e-09 9.406e-10 1.945e-08 3.589e-01 4.135e-10 1.851e-10 4.504e-10 8.566e-02 1.670e-09 1.831e-09 2.492e-10 +83 TP 7 1.663e-09 7.973e-11 9.168e-11 1.546e-03 9.305e-11 1.213e-09 6.249e-01 1.470e-09 4.633e-03 1.391e-10 2.824e-10 1.851e-02 1.402e-10 3.495e-01 2.359e-10 1.291e-10 1.288e-07 2.165e-10 1.146e-10 1.698e-10 1.109e-08 9.725e-04 2.143e-09 1.473e-10 +83 TP 8 2.149e-02 1.041e-09 7.348e-07 4.059e-11 3.465e-10 1.489e-09 4.016e-07 7.926e-01 3.613e-10 1.418e-09 1.683e-10 9.764e-04 5.184e-10 2.093e-09 2.987e-09 3.065e-10 8.450e-10 2.600e-10 5.171e-07 3.353e-04 4.083e-10 4.112e-02 1.435e-01 1.340e-07 +83 TP 9 2.824e-01 5.574e-03 7.594e-10 2.372e-03 9.700e-10 2.474e-09 8.213e-03 9.678e-10 6.685e-01 7.008e-10 2.601e-09 8.399e-10 2.247e-10 1.408e-09 3.288e-10 2.811e-10 1.136e-09 1.834e-10 5.811e-10 9.325e-10 1.204e-09 9.702e-03 1.697e-02 6.195e-03 +83 TP 10 2.481e-10 2.712e-04 5.280e-07 3.572e-04 7.039e-10 1.577e-10 2.821e-10 2.788e-09 4.073e-10 8.605e-01 3.605e-04 1.181e-10 5.208e-10 1.609e-09 1.317e-09 4.528e-10 1.552e-10 3.710e-10 1.380e-01 9.033e-10 1.333e-10 4.020e-05 5.092e-04 2.317e-09 +83 TP 11 3.583e-09 4.571e-10 9.049e-11 1.388e-02 6.381e-05 1.304e-10 1.610e-10 1.981e-10 2.439e-09 1.501e-03 8.569e-01 1.184e-10 1.442e-10 9.135e-11 1.692e-10 1.618e-04 6.638e-11 2.721e-10 1.770e-10 2.292e-10 5.598e-11 6.370e-10 2.686e-10 1.275e-01 +83 TP 12 2.891e-09 2.707e-10 3.077e-10 1.420e-08 2.818e-10 5.622e-09 1.569e-01 5.799e-09 2.937e-03 2.573e-10 5.210e-10 4.040e-01 3.728e-10 7.842e-02 3.382e-10 3.332e-10 3.277e-01 8.686e-10 2.618e-10 4.123e-10 3.247e-09 3.017e-02 5.340e-09 3.753e-10 +83 TP 13 4.349e-10 1.481e-10 1.122e-01 1.929e-10 1.077e-01 4.327e-10 2.719e-10 4.902e-10 4.320e-10 1.171e-09 2.938e-10 2.415e-10 2.657e-01 1.609e-06 9.808e-02 3.671e-01 3.789e-10 1.972e-08 5.755e-10 4.924e-02 3.735e-10 3.358e-10 6.459e-10 2.288e-10 +83 TP 14 1.909e-08 6.586e-11 9.164e-11 6.461e-11 9.492e-11 1.319e-01 1.683e-01 9.685e-04 2.448e-09 1.073e-10 4.622e-10 5.941e-02 2.675e-10 4.584e-01 1.339e-06 1.686e-10 2.549e-02 3.463e-10 1.069e-10 9.087e-11 1.555e-01 1.286e-05 8.707e-07 1.513e-10 +83 TP 15 1.322e-03 1.508e-10 3.057e-02 7.318e-11 9.419e-02 2.876e-10 2.617e-10 4.731e-10 4.497e-10 7.560e-10 3.136e-04 1.678e-10 1.868e-01 4.429e-10 2.759e-01 1.228e-01 1.952e-10 2.881e-01 4.218e-10 3.833e-09 3.650e-10 1.972e-10 9.228e-10 2.401e-08 +83 TP 16 7.066e-10 6.105e-05 3.034e-03 1.129e-10 3.559e-02 2.402e-10 2.068e-10 4.465e-10 9.712e-09 9.149e-10 2.456e-10 2.649e-10 1.064e-01 3.604e-10 2.544e-01 1.418e-01 2.056e-10 4.568e-01 8.411e-10 1.932e-03 2.979e-10 8.845e-10 5.175e-10 3.016e-10 +83 TP 17 3.985e-03 1.884e-10 2.672e-10 2.017e-10 2.006e-10 2.876e-09 5.625e-09 1.232e-08 1.400e-09 1.920e-10 5.434e-05 5.129e-09 2.038e-10 1.157e-01 3.126e-10 3.458e-10 1.507e-08 1.873e-05 2.768e-10 1.605e-09 8.797e-01 1.120e-09 5.213e-04 5.300e-10 +83 TP 18 1.372e-10 9.305e-11 5.002e-07 4.833e-11 8.407e-03 1.597e-10 1.333e-10 2.662e-10 7.385e-11 4.647e-10 7.560e-11 1.079e-10 1.584e-01 2.302e-10 2.645e-01 1.659e-01 2.291e-10 3.920e-01 4.057e-10 1.085e-02 2.365e-10 2.040e-10 2.986e-07 9.246e-11 +83 TP 19 2.287e-10 9.040e-11 1.169e-03 1.883e-11 4.890e-09 8.690e-11 3.472e-05 2.411e-10 1.184e-09 6.091e-02 4.754e-11 6.374e-11 7.152e-09 4.934e-08 2.725e-10 3.071e-10 5.872e-11 1.822e-10 9.379e-01 5.501e-10 6.161e-11 1.095e-09 2.053e-10 2.486e-10 +83 TP 20 1.572e-09 2.471e-09 7.409e-02 1.203e-09 1.578e-01 5.467e-10 1.619e-09 9.253e-10 2.295e-09 1.283e-03 5.296e-04 2.555e-09 3.928e-08 7.332e-10 2.791e-01 1.234e-03 3.917e-09 2.508e-01 1.039e-02 2.248e-01 1.522e-09 4.728e-05 6.732e-06 5.810e-10 +83 TP 21 1.201e-09 3.685e-11 1.523e-10 1.564e-11 1.112e-10 1.099e-01 1.228e-09 3.913e-10 1.491e-10 5.072e-11 3.608e-10 8.529e-10 3.855e-10 1.260e-01 3.183e-10 2.376e-05 6.250e-02 4.958e-05 5.454e-11 1.117e-10 7.015e-01 4.336e-10 1.073e-09 6.789e-09 +83 TP 22 3.128e-04 2.462e-09 3.041e-09 8.305e-10 1.119e-09 3.540e-09 3.394e-09 2.656e-01 3.494e-09 1.543e-09 2.433e-09 5.194e-06 9.821e-10 2.979e-02 2.416e-09 6.820e-10 5.381e-09 1.824e-09 2.194e-05 9.484e-10 2.640e-06 1.907e-03 7.023e-01 5.332e-09 +83 TP 23 3.078e-01 6.328e-03 7.017e-10 6.831e-11 4.112e-04 1.592e-04 7.925e-04 1.510e-01 6.764e-03 1.409e-09 3.249e-10 1.383e-08 1.117e-09 1.911e-09 7.108e-10 3.716e-10 1.716e-09 4.009e-10 7.869e-04 4.693e-10 5.115e-10 9.638e-02 4.296e-01 6.717e-10 +83 TP 24 1.958e-03 7.094e-02 7.663e-11 3.011e-03 1.813e-10 2.152e-10 1.142e-10 6.231e-09 7.552e-03 1.212e-08 9.736e-02 2.067e-10 1.265e-10 1.488e-10 2.966e-05 1.498e-10 1.583e-10 2.304e-10 3.170e-04 8.765e-11 8.056e-11 9.255e-10 1.091e-09 8.188e-01 +84 IP 1 3.909e-03 +84 IP 2 2.142e-08 +84 IP 3 1.887e-08 +84 IP 4 8.280e-08 +84 IP 5 1.056e-01 +84 IP 6 3.063e-03 +84 IP 7 1.113e-07 +84 IP 8 1.670e-04 +84 IP 9 1.689e-02 +84 IP 10 9.430e-07 +84 IP 11 1.115e-07 +84 IP 12 3.249e-08 +84 IP 13 8.280e-02 +84 IP 14 3.910e-01 +84 IP 15 1.170e-07 +84 IP 16 9.400e-04 +84 IP 17 2.115e-07 +84 IP 18 1.811e-02 +84 IP 19 8.844e-08 +84 IP 20 5.076e-04 +84 IP 21 2.947e-02 +84 IP 22 2.423e-01 +84 IP 23 1.395e-02 +84 IP 24 9.128e-02 +84 IP 25 2.820e-08 +84 IP 26 4.538e-08 +84 EP 1 1.356e-04 5.443e-02 9.238e-02 1.042e-01 1.057e-01 7.080e-02 6.458e-02 5.934e-02 3.695e-06 6.742e-02 3.613e-07 6.526e-09 4.649e-08 5.318e-09 3.811e-01 +84 EP 2 4.130e-10 1.470e-08 4.664e-03 3.192e-02 1.575e-02 2.278e-02 5.693e-02 2.092e-01 5.530e-01 1.057e-01 2.878e-09 3.372e-09 7.648e-08 7.685e-09 3.003e-09 +84 EP 3 9.787e-05 1.077e-02 2.199e-02 7.503e-09 1.010e-02 4.166e-02 4.191e-02 3.935e-02 1.586e-01 4.177e-01 1.593e-01 7.014e-09 2.968e-02 6.888e-02 4.065e-08 +84 EP 4 2.011e-10 7.767e-10 4.109e-03 5.131e-03 3.506e-03 2.889e-02 4.523e-02 5.878e-02 7.081e-02 3.642e-02 4.477e-02 6.012e-02 1.724e-01 4.697e-01 1.148e-04 +84 EP 5 2.505e-10 1.173e-02 9.729e-03 1.030e-02 1.310e-02 1.057e-02 1.992e-02 2.256e-02 1.644e-02 1.007e-05 5.002e-02 1.375e-01 2.029e-01 1.812e-01 3.140e-01 +84 EP 6 1.070e-04 5.920e-02 5.279e-02 3.742e-02 4.371e-02 5.825e-02 5.714e-02 5.757e-02 7.021e-02 8.592e-02 9.352e-02 1.092e-01 1.262e-01 1.193e-01 2.952e-02 +84 EP 7 1.699e-10 1.312e-02 1.779e-02 2.010e-02 2.617e-02 3.694e-02 4.418e-02 5.961e-02 5.467e-02 4.813e-02 6.894e-02 7.315e-02 1.907e-01 3.464e-01 1.149e-04 +84 EP 8 1.682e-04 1.344e-01 7.537e-02 2.839e-02 5.300e-02 6.248e-02 4.807e-02 6.494e-02 1.602e-01 2.724e-01 1.005e-01 5.009e-09 1.652e-06 3.885e-08 8.140e-06 +84 EP 9 3.634e-05 2.907e-03 1.107e-02 1.359e-02 1.669e-02 1.399e-02 3.970e-03 6.161e-03 4.086e-03 1.548e-02 4.032e-02 4.761e-02 4.487e-02 1.675e-01 6.117e-01 +84 EP 10 3.200e-04 1.420e-02 6.515e-02 7.793e-02 1.156e-01 1.408e-01 1.388e-01 1.283e-01 1.084e-01 8.445e-02 7.048e-02 5.560e-02 3.398e-09 2.995e-10 1.910e-10 +84 EP 11 4.455e-04 3.542e-02 8.786e-02 7.198e-02 8.098e-02 9.366e-02 8.826e-02 8.621e-02 7.759e-02 7.356e-02 6.881e-02 9.628e-02 1.207e-01 1.824e-02 2.784e-10 +84 EP 12 5.354e-10 3.050e-03 2.217e-03 8.493e-03 1.775e-02 2.817e-02 3.162e-02 4.920e-02 1.098e-02 2.048e-06 1.533e-01 6.583e-01 3.691e-02 7.518e-09 6.276e-09 +84 EP 13 3.046e-04 2.480e-02 3.251e-02 2.508e-02 1.205e-02 4.881e-02 1.212e-01 1.987e-01 1.755e-01 1.064e-01 6.670e-05 3.778e-04 1.248e-01 1.288e-01 6.443e-04 +84 EP 14 5.727e-03 1.360e-01 3.065e-01 2.178e-01 1.481e-01 7.916e-02 4.521e-02 1.975e-02 1.288e-02 1.352e-02 1.542e-02 1.035e-08 7.971e-10 4.840e-10 3.085e-10 +84 EP 15 9.742e-11 4.826e-03 1.528e-02 8.596e-03 6.515e-03 2.319e-02 2.408e-02 2.913e-02 5.499e-02 5.172e-02 8.863e-02 1.193e-01 1.742e-01 3.261e-01 7.348e-02 +84 EP 16 3.154e-09 7.838e-05 2.026e-02 1.915e-02 1.211e-02 1.533e-02 1.738e-02 1.288e-02 1.877e-03 4.020e-03 7.532e-02 1.084e-01 1.827e-01 2.782e-01 2.523e-01 +84 EP 17 2.634e-03 5.384e-02 1.742e-01 1.707e-01 1.541e-01 1.230e-01 1.061e-01 8.123e-02 7.095e-02 4.923e-02 1.392e-02 2.404e-10 1.084e-10 6.530e-11 6.163e-11 +84 EP 18 2.699e-10 4.303e-03 3.223e-02 3.330e-02 3.088e-02 4.210e-02 4.686e-02 4.973e-02 9.340e-02 1.563e-01 2.023e-01 1.876e-01 1.210e-01 1.691e-05 1.011e-09 +84 EP 19 4.518e-10 5.059e-09 8.864e-03 2.173e-08 1.476e-02 4.242e-02 5.144e-02 5.436e-02 1.037e-02 1.500e-08 1.249e-01 5.954e-01 9.758e-02 8.378e-09 1.885e-08 +84 EP 20 6.179e-04 2.534e-02 2.778e-02 1.585e-02 2.065e-02 2.419e-02 2.039e-02 3.406e-02 7.510e-08 2.079e-02 1.968e-01 4.330e-01 1.770e-01 7.395e-08 3.591e-03 +84 EP 21 1.001e-09 2.482e-09 2.825e-02 1.683e-02 9.797e-09 5.075e-09 2.260e-02 1.901e-08 2.213e-02 1.559e-02 4.665e-09 5.045e-02 1.611e-01 6.135e-01 6.959e-02 +84 EP 22 1.141e-01 2.893e-01 2.817e-01 1.523e-01 7.177e-02 4.323e-02 2.504e-02 1.231e-02 5.834e-03 4.359e-03 1.121e-09 8.775e-10 2.546e-10 2.344e-10 2.304e-10 +84 EP 23 1.471e-04 9.005e-04 3.567e-02 3.710e-02 6.716e-02 9.618e-02 9.723e-02 1.178e-01 1.130e-01 1.382e-01 1.759e-01 1.015e-01 1.868e-02 4.803e-04 1.894e-10 +84 EP 24 4.367e-10 4.239e-03 3.718e-02 2.326e-02 4.366e-02 6.246e-02 4.949e-02 1.922e-02 5.075e-03 1.929e-02 7.881e-02 2.999e-01 3.575e-01 1.169e-08 9.910e-09 +84 EP 25 1.421e-09 1.140e-09 1.072e-02 1.733e-02 2.468e-02 2.427e-02 5.908e-02 6.629e-02 1.055e-01 2.729e-01 3.642e-01 3.804e-02 1.705e-02 7.120e-09 5.023e-09 +84 EP 26 1.083e-04 6.194e-03 1.598e-02 1.416e-02 1.755e-02 2.409e-02 2.216e-02 3.394e-02 7.018e-02 8.007e-02 7.539e-02 9.588e-02 9.656e-02 2.093e-01 2.384e-01 +84 TP 1 1.818e-01 1.278e-02 2.087e-02 6.464e-01 5.054e-03 3.864e-11 3.692e-08 2.036e-10 9.329e-02 1.333e-09 6.828e-09 7.190e-03 7.148e-05 3.211e-10 8.552e-09 2.776e-10 7.544e-11 6.611e-09 6.552e-09 1.499e-10 3.386e-09 6.329e-11 3.141e-10 1.525e-03 3.107e-02 1.029e-09 +84 TP 2 3.504e-07 1.303e-02 5.495e-09 7.989e-06 1.705e-08 1.242e-10 4.204e-09 2.564e-10 5.719e-01 6.587e-09 1.224e-08 2.989e-09 5.831e-09 4.700e-09 2.135e-08 4.025e-10 5.350e-10 2.366e-09 3.061e-09 2.641e-10 4.133e-01 1.730e-03 1.987e-09 2.704e-09 4.729e-09 9.555e-09 +84 TP 3 7.323e-03 8.533e-03 3.591e-02 9.341e-03 3.101e-08 3.733e-11 1.939e-09 1.253e-10 8.121e-01 1.992e-09 5.476e-09 3.187e-03 1.232e-09 2.332e-10 1.028e-01 1.178e-10 8.266e-11 5.877e-05 2.061e-02 7.974e-11 6.341e-09 8.269e-11 8.568e-05 2.127e-09 2.536e-09 7.998e-10 +84 TP 4 4.517e-02 1.228e-08 8.077e-03 3.906e-01 1.176e-01 9.854e-12 2.979e-04 3.545e-11 1.215e-01 4.267e-10 8.017e-03 7.641e-09 8.907e-09 2.063e-10 2.355e-01 6.690e-11 2.987e-11 9.259e-10 2.964e-02 3.503e-11 2.317e-09 2.023e-11 1.165e-10 4.833e-10 4.370e-02 1.147e-09 +84 TP 5 1.225e-01 3.749e-09 3.153e-01 5.820e-09 3.362e-01 1.894e-11 1.598e-09 1.086e-10 1.201e-01 1.548e-09 1.508e-03 1.988e-02 1.345e-09 9.437e-05 2.188e-08 1.011e-04 5.293e-11 2.252e-09 8.420e-02 9.171e-11 1.529e-09 3.127e-11 4.869e-10 6.110e-10 6.601e-09 5.272e-10 +84 TP 6 1.444e-08 1.218e-08 1.286e-08 1.321e-08 1.358e-08 5.006e-01 2.566e-02 7.353e-02 1.456e-08 4.988e-02 1.259e-08 1.227e-08 3.127e-08 1.148e-02 1.298e-08 2.722e-01 5.941e-04 1.348e-06 1.259e-08 6.386e-02 1.377e-08 2.168e-03 1.097e-08 1.864e-08 1.224e-08 1.120e-06 +84 TP 7 1.703e-09 3.584e-09 1.326e-09 3.275e-09 7.164e-10 4.786e-08 6.207e-01 1.329e-09 4.330e-10 8.708e-06 4.320e-03 7.161e-04 3.391e-02 9.627e-10 1.328e-05 5.947e-08 2.310e-04 1.483e-01 1.234e-03 1.276e-04 3.578e-03 3.494e-11 2.309e-10 5.279e-02 2.778e-03 1.313e-01 +84 TP 8 3.905e-09 2.625e-09 3.465e-03 3.585e-09 9.093e-09 4.541e-03 4.545e-03 2.337e-01 8.889e-09 2.485e-08 2.406e-09 3.217e-09 1.889e-03 1.511e-09 3.158e-09 7.339e-01 9.687e-10 1.082e-08 3.165e-09 1.788e-02 4.054e-09 6.542e-05 9.995e-10 1.190e-08 3.239e-09 1.230e-07 +84 TP 9 1.710e-03 7.373e-10 4.992e-02 2.172e-01 2.400e-01 1.022e-11 8.214e-10 3.439e-11 4.847e-01 2.057e-10 6.589e-03 3.043e-09 3.443e-10 1.693e-10 6.131e-08 1.037e-10 2.654e-11 2.814e-10 8.842e-09 6.711e-11 1.368e-09 1.675e-11 2.005e-10 4.281e-10 2.397e-09 2.768e-10 +84 TP 10 4.673e-10 1.349e-09 1.128e-09 1.258e-07 7.594e-10 1.135e-04 4.063e-02 6.553e-11 1.175e-09 6.588e-01 6.428e-10 5.151e-04 5.365e-05 4.827e-02 5.540e-10 2.459e-04 4.989e-09 1.541e-01 6.840e-10 1.988e-09 8.308e-10 1.721e-03 9.727e-10 9.124e-02 3.202e-04 3.956e-03 +84 TP 11 7.323e-04 2.329e-05 1.317e-09 2.264e-01 5.305e-04 1.342e-11 3.690e-03 3.884e-11 2.876e-03 8.637e-10 7.229e-01 1.941e-03 2.893e-08 3.025e-03 4.011e-09 5.547e-11 9.064e-11 9.480e-10 2.075e-09 4.002e-11 2.532e-09 7.067e-04 1.454e-10 5.240e-09 3.722e-02 1.346e-09 +84 TP 12 1.191e-04 5.857e-01 4.055e-02 2.544e-07 8.332e-09 1.708e-10 2.863e-09 4.583e-10 3.644e-09 5.705e-09 5.013e-08 2.981e-01 3.077e-09 1.685e-03 2.674e-08 4.919e-10 5.422e-10 2.564e-09 1.289e-08 4.943e-10 1.779e-08 2.890e-04 1.044e-09 1.467e-09 7.354e-02 2.443e-09 +84 TP 13 1.767e-09 8.450e-10 1.183e-08 2.496e-07 1.567e-09 7.971e-11 4.146e-01 3.878e-10 1.242e-09 1.441e-01 1.679e-09 3.123e-09 1.173e-01 7.179e-03 5.213e-09 7.362e-07 2.068e-04 8.302e-02 1.051e-09 2.257e-10 6.715e-05 2.762e-10 1.389e-09 1.828e-01 4.692e-09 5.075e-02 +84 TP 14 1.027e-09 8.251e-10 6.948e-10 1.115e-09 8.665e-10 8.843e-10 3.324e-09 2.128e-10 8.002e-10 3.509e-01 3.241e-02 2.180e-04 9.960e-09 5.854e-01 8.303e-10 3.252e-10 4.712e-04 2.012e-07 4.333e-05 5.678e-05 7.659e-10 7.030e-04 4.393e-03 2.547e-02 5.475e-09 1.727e-08 +84 TP 15 1.805e-01 1.898e-02 4.890e-02 6.493e-09 1.136e-03 1.970e-11 4.298e-09 6.948e-11 5.261e-09 1.204e-09 2.887e-01 1.629e-02 5.313e-07 3.072e-09 4.344e-01 1.131e-10 7.492e-11 1.458e-09 2.257e-04 6.523e-11 2.641e-09 6.019e-11 1.382e-10 6.109e-10 1.090e-02 3.299e-09 +84 TP 16 3.465e-09 7.024e-10 1.629e-09 9.415e-08 2.750e-09 8.732e-03 6.336e-06 2.268e-01 5.069e-04 1.066e-09 1.232e-09 9.588e-10 4.412e-09 5.092e-10 2.698e-09 7.128e-01 2.579e-10 3.121e-09 1.037e-08 5.028e-02 9.326e-04 2.560e-10 5.149e-10 1.570e-09 1.153e-09 6.841e-09 +84 TP 17 1.994e-10 1.955e-10 2.514e-10 2.049e-10 2.493e-10 4.869e-11 8.806e-09 4.664e-06 3.963e-09 1.634e-03 4.411e-10 1.541e-10 4.557e-04 7.460e-09 2.082e-10 5.265e-11 8.973e-01 4.624e-06 1.876e-10 5.240e-11 1.814e-10 4.813e-03 9.538e-02 1.365e-09 9.580e-05 2.952e-04 +84 TP 18 7.385e-10 1.270e-09 7.590e-10 1.509e-09 6.039e-10 4.196e-11 1.207e-07 1.401e-10 4.241e-10 1.673e-01 1.056e-09 5.613e-09 3.487e-01 4.116e-02 9.126e-10 1.444e-10 2.560e-09 4.299e-01 1.022e-09 1.023e-09 1.090e-09 4.507e-10 2.306e-07 1.310e-08 7.546e-09 1.291e-02 +84 TP 19 1.152e-05 2.135e-02 1.353e-01 9.592e-02 6.688e-08 1.225e-10 2.766e-09 4.018e-10 7.300e-02 9.943e-09 6.228e-02 1.451e-01 4.166e-09 3.902e-09 1.039e-01 2.550e-09 4.673e-10 3.529e-09 7.913e-07 4.534e-10 1.820e-08 4.427e-10 9.498e-10 1.647e-09 3.631e-01 2.668e-09 +84 TP 20 2.217e-08 7.331e-09 1.990e-08 1.642e-08 1.276e-08 4.730e-04 1.175e-07 6.154e-01 1.226e-08 8.882e-06 1.401e-08 8.967e-09 2.102e-06 8.328e-03 1.335e-08 1.107e-08 3.674e-09 2.128e-08 1.090e-08 3.749e-01 2.089e-08 8.943e-04 4.332e-09 7.810e-09 1.699e-08 2.822e-08 +84 TP 21 5.628e-02 8.545e-09 1.152e-08 2.012e-01 9.685e-03 2.518e-10 5.272e-02 5.309e-10 1.427e-08 2.436e-09 8.118e-08 3.779e-03 7.129e-09 1.276e-09 4.819e-01 1.068e-09 4.545e-10 5.340e-09 2.933e-08 1.515e-09 1.297e-01 4.917e-10 7.059e-10 1.283e-02 2.855e-08 5.195e-02 +84 TP 22 6.140e-10 1.131e-08 5.535e-10 9.625e-10 6.551e-10 5.832e-05 7.156e-10 2.644e-10 4.253e-10 2.983e-02 1.101e-02 1.312e-09 1.170e-09 4.143e-05 8.572e-10 2.771e-10 3.269e-02 1.628e-08 2.747e-03 3.743e-10 5.775e-10 9.039e-01 1.712e-02 2.602e-03 2.812e-06 6.361e-10 +84 TP 23 7.330e-10 6.070e-10 5.182e-10 1.078e-09 5.788e-10 6.086e-11 7.859e-08 7.873e-11 1.442e-04 4.571e-09 3.460e-10 4.502e-10 2.653e-07 1.673e-03 4.512e-10 6.735e-11 1.164e-01 6.292e-09 2.928e-10 6.971e-11 1.523e-09 7.519e-03 8.373e-01 3.698e-02 7.590e-10 8.019e-10 +84 TP 24 1.630e-09 1.346e-09 7.923e-10 1.723e-09 8.782e-10 1.350e-10 1.611e-01 1.871e-10 6.718e-10 2.617e-03 1.500e-09 1.860e-09 1.006e-01 1.238e-02 1.592e-09 9.300e-07 2.097e-05 2.768e-01 1.049e-09 4.392e-10 1.864e-09 1.344e-05 2.600e-02 4.205e-01 1.498e-09 3.093e-09 +84 TP 25 5.127e-02 1.030e-01 4.082e-03 2.313e-01 4.060e-02 5.158e-11 2.615e-09 2.582e-10 4.548e-09 1.736e-07 1.218e-01 2.096e-02 8.039e-03 4.351e-09 6.461e-09 1.695e-10 2.270e-10 2.010e-09 1.397e-08 1.516e-10 4.138e-09 2.077e-09 7.642e-10 1.461e-09 4.190e-01 1.865e-09 +84 TP 26 7.071e-10 1.261e-09 4.925e-10 1.827e-09 4.723e-10 2.307e-05 1.859e-01 1.406e-10 3.501e-10 3.963e-03 1.809e-07 5.653e-03 2.857e-06 2.264e-10 3.921e-09 1.319e-10 1.597e-07 1.429e-08 3.830e-09 9.652e-10 4.221e-04 3.507e-11 2.867e-10 1.801e-02 1.695e-09 7.860e-01 +85 IP 1 1.861e-01 +85 IP 2 1.227e-07 +85 IP 3 8.650e-04 +85 IP 4 2.469e-08 +85 IP 5 1.804e-08 +85 IP 6 2.364e-03 +85 IP 7 1.851e-01 +85 IP 8 4.630e-06 +85 IP 9 5.707e-08 +85 IP 10 5.119e-07 +85 IP 11 1.005e-07 +85 IP 12 4.462e-02 +85 IP 13 6.102e-02 +85 IP 14 2.437e-02 +85 IP 15 2.919e-08 +85 IP 16 4.955e-01 +85 IP 17 1.970e-07 +85 IP 18 1.800e-08 +85 IP 19 1.724e-07 +85 IP 20 1.671e-08 +85 EP 1 1.261e-03 6.117e-02 1.978e-01 1.793e-01 1.730e-01 1.343e-01 1.001e-01 6.720e-02 4.198e-02 2.919e-02 1.465e-02 2.632e-09 5.017e-10 2.927e-10 3.717e-10 5.594e-11 +85 EP 2 7.301e-10 9.586e-03 3.497e-02 2.980e-02 3.709e-02 3.503e-02 5.659e-02 6.824e-02 6.317e-02 4.306e-02 8.881e-02 9.515e-02 1.520e-01 2.850e-01 1.530e-03 9.265e-11 +85 EP 3 1.434e-10 9.732e-09 1.448e-03 4.396e-06 3.161e-04 2.774e-02 2.230e-02 2.361e-02 5.288e-02 3.493e-02 1.233e-01 1.868e-01 1.977e-01 3.290e-01 1.993e-08 5.064e-11 +85 EP 4 5.858e-04 4.333e-02 3.630e-02 2.092e-02 1.766e-02 2.164e-02 1.436e-02 1.999e-02 3.174e-02 6.263e-02 8.133e-02 9.018e-02 1.496e-01 2.049e-01 2.048e-01 4.474e-05 +85 EP 5 4.891e-04 2.456e-02 1.066e-01 1.262e-01 1.338e-01 1.223e-01 1.061e-01 1.005e-01 9.396e-02 8.856e-02 7.327e-02 2.220e-02 1.359e-03 8.552e-11 6.552e-11 6.138e-11 +85 EP 6 7.146e-04 6.006e-02 5.100e-02 3.068e-02 3.529e-02 5.597e-02 4.142e-02 4.820e-02 5.989e-02 7.805e-02 8.936e-02 1.162e-01 1.438e-01 1.413e-01 4.819e-02 2.755e-06 +85 EP 7 1.787e-04 6.222e-03 3.314e-02 3.319e-02 5.402e-02 8.257e-02 1.013e-01 1.020e-01 1.109e-01 1.148e-01 1.334e-01 1.530e-01 7.524e-02 2.269e-10 2.576e-10 1.725e-11 +85 EP 8 2.087e-10 7.072e-10 3.516e-03 4.291e-03 7.935e-03 8.770e-03 7.459e-04 9.144e-05 2.575e-09 1.737e-02 4.403e-02 5.535e-02 5.320e-02 1.599e-01 6.447e-01 5.216e-05 +85 EP 9 1.517e-10 9.010e-03 1.287e-02 1.682e-02 1.648e-02 2.571e-02 2.626e-02 3.675e-02 6.852e-02 6.535e-02 6.364e-02 7.407e-02 9.398e-02 3.103e-01 1.802e-01 4.257e-11 +85 EP 10 7.655e-10 7.205e-09 2.548e-02 5.716e-09 4.202e-03 2.318e-02 4.598e-02 3.889e-02 4.089e-02 2.105e-08 9.514e-02 3.331e-01 3.931e-01 2.209e-08 2.232e-07 1.234e-10 +85 EP 11 5.254e-10 3.578e-02 3.616e-02 2.029e-02 2.506e-02 2.099e-02 1.058e-03 3.448e-08 4.572e-02 8.899e-02 8.628e-02 2.370e-02 7.773e-02 5.654e-02 4.817e-01 3.445e-10 +85 EP 12 5.297e-10 5.897e-09 1.211e-02 7.382e-03 1.219e-04 3.687e-02 4.878e-02 6.235e-02 4.476e-02 4.288e-02 8.581e-04 4.592e-02 1.834e-01 5.145e-01 2.045e-09 5.399e-11 +85 EP 13 7.296e-10 2.589e-02 4.424e-03 2.326e-02 1.502e-02 5.801e-03 2.009e-08 3.237e-07 6.887e-06 3.953e-02 1.915e-04 1.893e-04 6.160e-02 2.788e-01 5.453e-01 1.159e-10 +85 EP 14 3.602e-09 2.432e-09 4.802e-03 1.327e-02 3.084e-02 3.190e-02 5.840e-02 4.407e-02 8.182e-02 2.574e-01 4.475e-01 2.994e-02 1.240e-05 9.963e-09 8.811e-09 1.010e-10 +85 EP 15 5.813e-10 1.285e-02 2.277e-02 5.250e-02 4.407e-02 3.338e-02 6.434e-02 1.755e-01 4.513e-01 1.397e-01 3.610e-03 3.128e-07 1.870e-08 1.762e-08 6.507e-09 1.854e-10 +85 EP 16 6.687e-02 2.408e-01 3.163e-01 1.668e-01 1.041e-01 5.101e-02 3.157e-02 1.168e-02 9.436e-03 1.362e-03 4.445e-10 2.867e-10 2.107e-10 1.786e-10 1.700e-10 1.625e-10 +85 EP 17 4.143e-04 3.273e-02 8.683e-02 7.181e-02 8.035e-02 9.123e-02 8.730e-02 9.100e-02 8.690e-02 8.690e-02 7.698e-02 9.168e-02 1.126e-01 3.307e-03 3.387e-10 2.521e-11 +85 EP 18 2.776e-04 1.298e-03 1.682e-02 1.990e-02 1.786e-02 3.060e-02 4.131e-02 6.639e-02 8.473e-05 2.551e-02 1.418e-01 5.921e-01 3.093e-02 4.103e-09 1.519e-02 1.304e-10 +85 EP 19 5.060e-11 1.264e-02 3.021e-02 2.459e-02 2.447e-02 3.754e-02 4.973e-02 6.562e-02 6.035e-02 6.613e-02 7.789e-02 1.093e-01 2.414e-01 2.001e-01 4.762e-10 1.419e-11 +85 EP 20 6.231e-04 3.188e-02 1.251e-02 7.148e-03 8.630e-07 3.519e-02 2.515e-02 1.129e-02 1.807e-01 5.285e-01 1.392e-01 4.217e-09 2.777e-02 6.563e-09 1.008e-07 3.327e-10 +85 TP 1 6.451e-01 1.999e-09 4.013e-09 1.132e-10 1.581e-09 3.969e-05 3.170e-01 9.836e-10 1.040e-08 5.986e-09 2.176e-08 1.589e-09 6.706e-10 1.776e-09 1.188e-09 3.780e-03 1.688e-02 9.554e-08 1.718e-02 7.676e-10 +85 TP 2 2.204e-10 4.118e-01 7.534e-02 8.576e-11 2.378e-11 1.448e-11 3.235e-10 2.992e-01 3.293e-10 2.681e-08 8.260e-02 5.553e-02 4.823e-02 2.026e-02 6.032e-05 4.224e-11 2.429e-06 1.351e-05 4.331e-10 6.904e-03 +85 TP 3 5.364e-09 8.228e-09 2.194e-01 6.677e-10 8.256e-11 8.369e-11 1.220e-05 7.919e-05 3.009e-09 1.343e-03 9.096e-02 4.447e-09 5.410e-02 8.621e-02 6.856e-03 1.365e-10 4.092e-01 6.899e-02 3.211e-09 6.280e-02 +85 TP 4 1.527e-09 1.792e-09 2.003e-09 9.713e-01 6.812e-10 1.097e-02 1.485e-09 1.924e-09 1.241e-09 1.776e-02 1.891e-09 1.856e-09 1.988e-09 1.592e-09 1.184e-09 6.546e-10 2.333e-09 4.212e-09 1.396e-09 1.607e-09 +85 TP 5 2.422e-09 2.286e-10 2.230e-10 9.825e-11 9.477e-01 2.163e-06 2.147e-02 1.256e-10 2.200e-10 2.722e-10 1.493e-10 2.309e-10 1.396e-10 2.339e-10 2.190e-10 3.085e-02 2.027e-10 2.023e-10 5.544e-10 1.740e-10 +85 TP 6 2.375e-02 3.313e-08 4.442e-08 4.372e-01 2.238e-08 4.882e-01 3.094e-02 3.011e-08 1.219e-02 4.452e-08 3.892e-08 4.527e-08 3.223e-08 3.964e-05 3.054e-08 9.883e-04 6.439e-03 1.907e-04 9.370e-08 3.588e-08 +85 TP 7 9.092e-02 1.469e-09 1.892e-09 7.323e-11 6.188e-03 5.054e-05 7.307e-01 6.495e-10 7.306e-03 1.865e-08 1.147e-09 6.164e-03 8.865e-10 2.875e-04 3.447e-07 3.386e-03 1.599e-09 2.448e-09 1.550e-01 5.358e-10 +85 TP 8 7.164e-11 2.415e-01 2.637e-02 6.349e-06 2.212e-11 1.631e-10 1.565e-10 4.713e-01 2.045e-10 2.547e-02 2.495e-09 4.246e-02 1.565e-01 1.746e-09 2.203e-09 1.234e-11 1.354e-08 2.344e-03 2.269e-10 3.415e-02 +85 TP 9 9.625e-10 7.791e-10 3.783e-03 2.081e-09 8.776e-11 2.292e-09 2.793e-04 4.524e-10 8.350e-01 9.463e-10 9.125e-10 2.215e-03 5.541e-10 1.579e-09 8.890e-10 4.418e-11 7.300e-03 4.935e-03 1.465e-01 4.130e-10 +85 TP 10 3.337e-09 3.024e-02 6.745e-09 1.458e-04 1.583e-10 2.235e-10 2.073e-09 3.549e-08 2.116e-09 2.170e-01 2.385e-04 6.542e-09 8.363e-02 3.547e-04 6.626e-08 1.964e-10 4.577e-06 2.106e-01 1.784e-09 4.577e-01 +85 TP 11 1.922e-09 3.863e-04 3.668e-03 7.978e-10 1.789e-10 1.193e-10 2.211e-09 1.416e-08 2.272e-09 8.966e-09 2.479e-05 4.865e-01 1.390e-01 3.103e-08 1.298e-01 1.201e-10 1.943e-01 3.114e-02 3.013e-09 1.528e-02 +85 TP 12 6.515e-09 1.348e-01 2.561e-01 1.097e-09 4.184e-11 3.216e-06 1.072e-09 3.304e-02 3.223e-03 7.493e-05 3.003e-02 2.969e-01 1.262e-01 3.910e-06 1.860e-02 1.245e-10 8.699e-02 1.043e-02 3.611e-03 3.316e-09 +85 TP 13 1.503e-10 4.658e-01 2.907e-02 2.220e-05 4.657e-11 1.594e-06 4.125e-10 1.168e-01 7.965e-10 1.783e-01 5.470e-09 7.734e-09 1.996e-08 5.462e-09 8.426e-09 3.911e-11 9.601e-03 4.174e-02 7.937e-10 1.586e-01 +85 TP 14 1.845e-03 7.523e-02 8.655e-09 2.950e-06 1.591e-10 8.577e-11 3.976e-03 1.125e-08 1.595e-08 2.637e-02 8.392e-09 1.135e-01 5.460e-02 4.145e-01 1.458e-01 4.589e-04 1.191e-01 4.124e-02 1.168e-08 3.436e-03 +85 TP 15 2.737e-09 8.823e-02 1.007e-08 1.100e-03 2.770e-10 1.759e-05 5.732e-07 5.488e-01 3.881e-02 2.254e-09 4.725e-05 2.955e-01 6.796e-08 6.650e-09 2.736e-02 3.886e-10 4.394e-09 4.637e-09 6.625e-05 3.226e-09 +85 TP 16 3.239e-02 5.032e-10 1.470e-09 1.771e-10 8.158e-02 1.195e-05 1.424e-02 2.618e-10 4.560e-10 4.652e-04 3.384e-10 5.285e-10 2.993e-10 5.702e-04 5.344e-10 8.578e-01 1.292e-02 5.006e-08 7.153e-10 3.607e-10 +85 TP 17 3.662e-03 3.516e-02 2.157e-03 7.932e-11 4.386e-11 3.359e-11 1.038e-09 4.245e-03 5.304e-09 3.783e-03 2.510e-04 2.442e-01 2.389e-06 2.894e-02 4.647e-03 3.903e-04 6.713e-01 1.369e-05 1.048e-05 1.165e-03 +85 TP 18 3.065e-09 3.410e-03 1.609e-08 9.587e-05 1.827e-10 2.932e-06 1.225e-03 8.728e-09 4.356e-09 7.497e-09 1.751e-08 1.747e-02 4.640e-08 1.475e-01 5.040e-01 3.781e-10 1.271e-05 2.950e-01 4.625e-09 3.129e-02 +85 TP 19 4.869e-03 7.287e-10 3.104e-03 6.371e-10 1.003e-10 5.049e-08 1.292e-01 5.760e-10 9.436e-02 9.374e-05 1.346e-09 1.516e-03 9.541e-10 4.178e-05 1.635e-03 5.876e-11 3.230e-05 2.232e-04 7.650e-01 5.536e-10 +85 TP 20 5.673e-10 1.913e-05 1.043e-06 2.600e-10 1.777e-10 5.825e-11 4.023e-09 8.056e-01 1.277e-09 6.136e-05 5.731e-02 8.460e-02 1.020e-08 5.733e-09 3.012e-02 7.319e-11 5.031e-09 1.217e-02 3.873e-04 9.773e-03 +86 IP 1 4.725e-02 +86 IP 2 6.771e-08 +86 IP 3 2.860e-03 +86 IP 4 1.217e-02 +86 IP 5 4.070e-02 +86 IP 6 5.658e-02 +86 IP 7 6.696e-08 +86 IP 8 1.201e-02 +86 IP 9 1.593e-08 +86 IP 10 4.777e-01 +86 IP 11 1.499e-08 +86 IP 12 1.296e-08 +86 IP 13 4.198e-02 +86 IP 14 1.369e-08 +86 IP 15 1.235e-08 +86 IP 16 1.063e-07 +86 IP 17 8.248e-04 +86 IP 18 1.261e-08 +86 IP 19 1.137e-07 +86 IP 20 1.072e-02 +86 IP 21 2.375e-01 +86 IP 22 5.761e-08 +86 IP 23 5.388e-08 +86 IP 24 5.968e-02 +86 EP 1 5.179e-11 5.633e-06 1.289e-03 3.691e-03 5.137e-03 7.260e-03 1.096e-02 5.793e-03 1.047e-02 2.126e-02 5.029e-02 7.560e-02 9.578e-02 2.488e-01 4.637e-01 9.390e-06 +86 EP 2 1.977e-04 1.430e-02 2.527e-02 1.512e-02 1.489e-02 3.040e-02 3.165e-02 4.136e-02 3.031e-02 6.357e-03 6.722e-03 1.646e-01 2.917e-01 1.389e-01 1.882e-01 2.246e-11 +86 EP 3 2.732e-10 5.274e-10 1.228e-03 4.207e-03 5.989e-08 9.761e-04 2.245e-02 2.223e-02 7.697e-03 1.038e-04 6.204e-02 1.466e-01 2.564e-01 4.761e-01 2.853e-08 2.323e-10 +86 EP 4 1.064e-09 2.675e-03 1.200e-02 2.150e-02 3.248e-02 4.152e-02 6.414e-02 7.026e-02 1.715e-08 1.275e-08 1.797e-01 4.369e-01 9.921e-02 3.996e-06 3.967e-02 9.591e-10 +86 EP 5 3.357e-04 1.201e-02 8.031e-02 8.483e-02 1.008e-01 1.292e-01 1.180e-01 1.138e-01 9.995e-02 9.557e-02 6.401e-02 7.868e-02 2.252e-02 2.038e-09 9.909e-10 7.817e-10 +86 EP 6 2.828e-04 9.615e-03 1.200e-02 1.570e-09 2.111e-09 3.094e-02 5.350e-07 4.028e-06 1.714e-01 5.532e-01 2.220e-01 4.779e-06 3.520e-04 8.994e-09 7.612e-08 1.926e-04 +86 EP 7 1.053e-09 9.552e-10 2.722e-03 1.730e-02 1.900e-02 3.480e-02 2.601e-02 4.375e-02 7.141e-06 6.259e-02 1.768e-01 5.919e-01 2.519e-02 3.513e-09 4.741e-09 6.614e-11 +86 EP 8 1.243e-04 3.507e-09 3.106e-02 2.805e-02 4.636e-02 6.999e-04 2.169e-02 2.844e-05 1.078e-04 6.508e-08 2.932e-08 4.534e-03 3.439e-08 1.960e-04 8.672e-01 1.812e-09 +86 EP 9 2.319e-05 1.547e-02 2.096e-02 2.452e-02 2.924e-02 7.040e-02 7.865e-02 1.406e-01 2.740e-01 2.148e-01 7.208e-02 7.331e-06 4.449e-02 1.476e-02 1.089e-08 7.033e-10 +86 EP 10 8.205e-02 2.322e-01 3.070e-01 1.651e-01 8.912e-02 5.558e-02 3.473e-02 1.722e-02 1.449e-02 1.604e-03 8.864e-04 4.673e-10 2.501e-10 2.140e-10 2.090e-10 1.932e-10 +86 EP 11 1.115e-03 3.298e-02 1.328e-01 1.412e-01 1.469e-01 1.225e-01 1.120e-01 1.005e-01 8.106e-02 7.548e-02 4.732e-02 6.092e-03 1.580e-10 2.448e-10 2.422e-10 5.794e-11 +86 EP 12 2.761e-05 9.893e-04 1.154e-02 2.736e-02 1.820e-02 1.900e-02 3.166e-02 2.338e-02 1.026e-01 3.185e-01 4.465e-01 1.970e-04 5.766e-09 9.808e-09 4.471e-09 2.290e-09 +86 EP 13 6.916e-05 7.063e-10 2.877e-07 1.030e-02 2.770e-02 3.845e-02 9.344e-02 1.054e-01 1.483e-01 2.359e-01 2.832e-01 5.726e-02 1.749e-07 1.433e-08 6.317e-09 2.459e-11 +86 EP 14 2.094e-09 3.968e-03 5.802e-02 1.194e-01 8.630e-02 9.591e-02 9.839e-02 1.011e-01 3.484e-04 1.614e-08 5.276e-07 1.609e-03 1.888e-03 4.331e-01 1.268e-07 1.957e-09 +86 EP 15 2.787e-09 3.805e-09 7.484e-09 9.599e-09 1.455e-02 4.955e-02 9.540e-02 2.137e-01 1.212e-01 3.987e-02 1.703e-05 1.318e-01 3.338e-01 1.928e-04 3.625e-09 2.633e-09 +86 EP 16 1.084e-10 3.759e-03 6.483e-04 5.405e-08 4.033e-09 9.819e-03 5.748e-03 7.443e-03 4.474e-02 4.539e-02 7.258e-04 7.070e-02 2.001e-01 5.608e-01 5.013e-02 8.386e-12 +86 EP 17 1.206e-05 6.902e-03 1.216e-02 7.886e-03 1.169e-02 2.511e-02 3.567e-02 5.647e-02 5.762e-02 5.490e-02 7.146e-02 1.017e-01 2.619e-01 2.868e-01 9.660e-03 5.201e-10 +86 EP 18 7.974e-05 4.173e-03 2.651e-02 2.970e-02 4.783e-02 7.852e-02 8.684e-02 9.939e-02 1.013e-01 1.099e-01 1.381e-01 1.694e-01 1.034e-01 4.846e-03 5.850e-10 6.520e-11 +86 EP 19 4.458e-10 1.721e-02 5.530e-07 1.523e-06 8.565e-08 4.187e-08 2.801e-08 2.638e-07 4.356e-03 2.056e-02 5.032e-01 4.546e-01 1.649e-08 7.341e-07 2.518e-06 5.842e-11 +86 EP 20 1.554e-10 1.783e-09 2.391e-02 2.693e-02 3.973e-02 3.854e-02 1.471e-02 1.254e-02 1.028e-08 1.846e-02 5.282e-09 2.750e-02 1.193e-03 3.387e-02 7.626e-01 1.389e-08 +86 EP 21 4.967e-04 2.485e-02 8.635e-02 7.404e-02 7.766e-02 9.928e-02 9.787e-02 1.023e-01 7.946e-02 6.642e-02 7.178e-02 9.717e-02 1.213e-01 1.035e-03 3.333e-10 7.253e-12 +86 EP 22 5.911e-10 1.430e-02 2.600e-02 1.873e-02 3.041e-02 5.674e-02 3.856e-02 6.872e-02 1.265e-01 1.785e-01 7.770e-02 1.928e-03 5.362e-02 2.403e-03 3.059e-01 5.162e-10 +86 EP 23 1.118e-04 3.732e-05 4.096e-09 5.879e-04 4.691e-03 1.734e-05 2.616e-02 1.412e-01 5.913e-01 2.358e-01 4.119e-09 6.250e-09 1.034e-08 6.298e-08 8.979e-09 5.168e-09 +86 EP 24 1.898e-10 4.442e-02 9.086e-02 8.576e-02 8.634e-02 9.682e-02 1.176e-01 1.665e-01 1.091e-01 4.957e-02 8.528e-02 1.146e-02 5.585e-02 3.742e-04 6.985e-07 4.357e-11 +86 TP 1 6.416e-01 9.251e-02 4.786e-05 3.914e-09 2.172e-11 4.611e-02 1.460e-09 3.680e-09 1.788e-10 5.499e-12 1.759e-11 3.519e-11 6.859e-09 1.811e-10 2.319e-11 1.040e-01 2.642e-11 5.628e-11 5.462e-03 7.209e-09 1.236e-06 1.688e-09 9.708e-05 1.102e-01 +86 TP 2 2.484e-05 2.275e-01 4.828e-10 2.796e-10 1.371e-10 2.792e-01 1.203e-01 2.718e-10 2.921e-10 4.844e-11 2.146e-10 2.889e-10 5.425e-06 1.515e-10 1.098e-10 2.479e-08 1.233e-10 5.222e-10 6.750e-02 9.320e-08 3.597e-02 2.382e-10 4.236e-09 2.694e-01 +86 TP 3 7.005e-09 1.176e-07 4.502e-01 1.060e-01 2.056e-04 1.034e-08 2.765e-05 5.812e-02 4.878e-02 3.038e-10 1.877e-03 3.648e-03 6.309e-09 2.165e-02 1.336e-09 1.064e-02 4.516e-02 7.095e-04 4.054e-09 1.670e-09 3.632e-09 2.529e-01 7.030e-08 2.851e-09 +86 TP 4 4.221e-09 5.880e-09 5.548e-02 2.803e-01 1.877e-02 5.953e-09 1.931e-02 3.406e-08 5.064e-01 3.833e-09 3.094e-09 9.590e-02 6.105e-09 2.383e-02 4.382e-09 8.343e-09 4.916e-09 4.570e-09 4.124e-09 3.602e-09 7.882e-09 6.626e-05 1.157e-08 1.308e-08 +86 TP 5 3.178e-09 2.641e-09 1.596e-02 1.314e-03 7.016e-01 3.734e-09 2.552e-09 2.906e-03 3.336e-02 4.235e-03 2.036e-03 2.802e-02 1.593e-04 3.401e-02 1.426e-01 9.586e-09 3.370e-02 5.273e-05 3.611e-09 2.855e-09 1.176e-08 1.694e-08 4.088e-09 4.315e-09 +86 TP 6 5.083e-01 2.461e-04 4.075e-10 4.328e-10 2.777e-04 2.555e-02 1.082e-02 4.367e-10 4.804e-07 9.637e-11 4.102e-04 1.950e-10 7.193e-09 4.776e-10 2.238e-10 6.815e-02 2.020e-10 4.846e-10 2.146e-02 3.152e-01 3.626e-02 9.739e-10 9.135e-03 4.201e-03 +86 TP 7 8.316e-09 5.816e-09 7.445e-10 6.496e-10 1.241e-09 1.400e-02 3.513e-01 6.002e-10 2.060e-09 7.929e-09 1.895e-09 7.714e-04 5.576e-08 7.382e-10 3.288e-10 4.601e-08 4.402e-10 6.389e-09 1.601e-08 8.162e-09 1.298e-08 1.195e-09 4.470e-01 1.869e-01 +86 TP 8 5.576e-06 8.163e-09 4.452e-01 6.467e-02 2.268e-07 3.775e-05 8.490e-09 6.017e-07 5.955e-02 1.864e-09 2.193e-09 4.331e-09 9.966e-09 5.413e-02 1.894e-02 4.304e-08 1.832e-08 3.074e-09 6.354e-09 1.355e-08 6.535e-09 3.327e-01 2.473e-02 1.116e-08 +86 TP 9 4.435e-04 3.743e-09 4.638e-01 8.808e-03 5.710e-02 1.483e-06 3.353e-09 1.188e-01 2.270e-01 1.388e-09 6.187e-09 9.753e-03 4.902e-09 7.610e-02 2.597e-06 2.075e-08 3.825e-02 3.829e-09 3.650e-09 2.319e-08 4.186e-09 4.516e-08 9.694e-06 6.963e-09 +86 TP 10 3.921e-10 7.051e-10 3.751e-10 2.069e-05 5.449e-03 4.768e-10 1.767e-09 2.073e-10 4.224e-10 8.750e-01 7.700e-02 1.785e-09 3.497e-09 4.791e-10 5.947e-04 8.720e-10 5.860e-10 7.559e-03 1.243e-02 3.020e-10 2.200e-02 2.625e-10 6.676e-10 1.093e-09 +86 TP 11 4.022e-10 5.082e-10 4.304e-09 3.726e-10 8.410e-10 2.750e-10 7.425e-10 1.455e-10 1.267e-09 2.242e-02 8.733e-01 5.182e-10 2.983e-03 2.571e-04 1.559e-03 2.541e-09 1.451e-09 9.280e-02 2.487e-09 2.270e-10 6.696e-03 1.693e-05 4.994e-09 9.934e-10 +86 TP 12 1.525e-08 1.084e-08 5.270e-05 1.032e-01 2.662e-02 2.525e-05 7.634e-09 5.791e-09 2.734e-01 1.165e-02 1.760e-08 4.201e-01 2.372e-08 8.314e-03 1.566e-01 3.554e-08 7.757e-09 8.322e-09 1.366e-08 8.844e-09 1.596e-08 7.632e-09 2.084e-05 4.553e-08 +86 TP 13 7.539e-02 2.493e-02 3.835e-10 3.017e-10 1.323e-09 1.463e-09 1.622e-02 1.415e-10 2.850e-10 7.973e-09 7.977e-04 9.817e-10 3.877e-01 6.919e-10 3.686e-10 2.415e-01 2.783e-10 4.080e-10 2.165e-03 1.295e-07 1.368e-01 1.766e-10 4.851e-02 6.593e-02 +86 TP 14 5.795e-08 9.927e-09 5.199e-01 2.677e-08 9.476e-07 1.241e-08 1.772e-08 2.059e-04 1.083e-01 2.364e-09 9.779e-09 6.458e-07 2.751e-08 1.006e-01 2.862e-03 7.270e-08 2.682e-01 1.924e-08 1.062e-08 2.006e-08 2.290e-08 3.220e-08 2.048e-07 1.791e-08 +86 TP 15 1.835e-08 1.669e-08 2.907e-01 1.613e-08 1.669e-06 7.250e-09 7.677e-09 1.598e-03 6.710e-08 7.558e-09 2.087e-08 8.177e-02 1.044e-06 8.826e-05 1.078e-01 4.628e-02 4.348e-01 3.687e-02 2.558e-08 1.678e-08 2.334e-08 1.161e-07 8.490e-09 4.293e-08 +86 TP 16 1.540e-01 8.045e-02 2.747e-09 1.277e-10 4.872e-11 6.003e-03 4.355e-08 2.763e-08 1.407e-10 1.889e-11 1.348e-10 1.011e-10 5.728e-02 1.038e-10 5.185e-11 3.809e-01 6.377e-05 4.772e-08 5.438e-02 3.953e-09 1.719e-01 1.601e-10 8.654e-03 8.645e-02 +86 TP 17 5.195e-09 7.950e-09 2.174e-02 3.239e-02 1.121e-01 3.354e-09 6.268e-09 3.041e-04 5.428e-02 8.411e-10 8.758e-06 2.325e-02 5.523e-09 4.565e-02 3.770e-09 6.015e-03 4.416e-01 2.624e-01 3.415e-09 2.738e-09 7.213e-09 1.541e-07 2.239e-04 7.220e-09 +86 TP 18 1.487e-09 9.922e-10 9.484e-08 1.311e-09 2.963e-06 4.110e-10 8.172e-10 2.908e-10 7.804e-10 3.874e-04 1.085e-01 1.201e-09 6.140e-09 1.540e-09 3.023e-03 4.770e-09 2.777e-02 8.595e-01 2.485e-09 6.033e-10 1.045e-08 4.572e-10 7.951e-04 9.672e-08 +86 TP 19 4.864e-02 1.319e-01 6.738e-09 8.605e-10 7.979e-07 8.330e-02 2.636e-02 3.257e-09 1.782e-09 3.988e-10 1.522e-03 6.038e-09 2.347e-01 1.651e-09 3.633e-10 6.430e-02 4.197e-10 1.784e-09 1.588e-01 1.272e-06 2.487e-01 2.284e-09 5.999e-09 1.841e-03 +86 TP 20 6.534e-01 9.729e-04 1.092e-03 1.173e-09 4.303e-10 1.124e-08 1.816e-07 1.182e-03 5.058e-10 8.703e-11 1.670e-10 2.057e-09 1.896e-02 3.721e-10 2.231e-10 1.698e-01 4.650e-10 2.940e-10 3.469e-06 7.155e-02 5.036e-05 8.366e-10 5.869e-09 8.297e-02 +86 TP 21 8.895e-03 2.414e-03 1.165e-10 8.317e-11 2.218e-10 3.916e-09 3.901e-03 3.475e-11 7.250e-11 1.340e-03 2.814e-04 3.763e-10 6.930e-02 9.604e-11 9.280e-11 2.370e-01 1.571e-10 3.982e-10 3.103e-09 8.989e-09 6.695e-01 4.500e-11 5.279e-04 6.766e-03 +86 TP 22 2.288e-05 3.046e-09 4.816e-01 6.991e-02 5.889e-03 6.721e-07 3.530e-09 5.554e-02 3.695e-03 5.695e-10 8.254e-10 2.621e-09 3.836e-09 1.752e-02 1.210e-07 1.083e-08 2.187e-02 1.290e-09 2.586e-09 6.138e-09 2.673e-09 3.434e-01 5.423e-04 4.701e-09 +86 TP 23 4.492e-01 8.029e-09 1.905e-05 1.995e-09 1.126e-09 2.987e-09 1.430e-02 6.587e-08 1.107e-09 5.762e-04 2.924e-09 6.441e-10 5.872e-09 2.552e-03 5.270e-10 2.241e-01 9.395e-10 1.902e-09 3.191e-08 3.092e-01 8.441e-09 1.674e-09 8.492e-09 8.075e-09 +86 TP 24 4.723e-01 1.428e-02 2.100e-10 1.900e-10 7.613e-11 2.930e-03 2.809e-09 6.087e-11 8.280e-11 3.777e-11 1.318e-10 1.631e-10 7.890e-02 9.277e-11 9.982e-11 2.754e-01 1.267e-10 1.892e-10 2.962e-05 1.446e-06 8.470e-06 6.483e-11 5.315e-04 1.556e-01 +87 IP 1 4.696e-05 +87 IP 2 2.269e-08 +87 IP 3 1.272e-07 +87 IP 4 1.522e-05 +87 IP 5 2.132e-08 +87 IP 6 5.314e-08 +87 IP 7 3.062e-08 +87 IP 8 3.923e-02 +87 IP 9 1.130e-01 +87 IP 10 1.974e-08 +87 IP 11 3.209e-03 +87 IP 12 2.388e-08 +87 IP 13 2.330e-08 +87 IP 14 1.395e-07 +87 IP 15 2.515e-02 +87 IP 16 1.615e-08 +87 IP 17 9.953e-02 +87 IP 18 2.493e-02 +87 IP 19 6.983e-03 +87 IP 20 9.253e-07 +87 IP 21 6.879e-01 +87 EP 1 5.263e-04 1.413e-02 7.791e-02 8.426e-02 1.028e-01 1.092e-01 1.132e-01 1.100e-01 9.586e-02 9.699e-02 9.095e-02 7.819e-02 2.600e-02 4.801e-09 1.030e-10 5.919e-11 +87 EP 2 7.708e-11 1.252e-03 5.490e-03 8.743e-03 8.129e-03 8.033e-03 1.417e-02 1.927e-02 1.631e-02 3.275e-02 6.412e-02 7.124e-02 9.407e-02 2.260e-01 4.303e-01 5.419e-05 +87 EP 3 5.721e-05 3.565e-03 1.322e-02 8.090e-03 8.476e-03 1.727e-02 1.665e-02 2.665e-02 1.995e-02 1.830e-03 3.964e-02 1.139e-01 2.135e-01 2.045e-01 3.127e-01 7.746e-07 +87 EP 4 2.419e-10 3.978e-09 1.476e-02 2.941e-02 4.603e-02 2.640e-02 4.650e-02 5.684e-03 1.538e-07 1.817e-01 5.790e-01 7.048e-02 2.744e-09 7.928e-09 1.033e-05 8.926e-08 +87 EP 5 1.311e-04 5.478e-03 2.063e-02 8.875e-03 1.564e-02 5.536e-03 9.008e-03 5.879e-05 1.510e-03 1.436e-08 4.533e-08 5.407e-02 2.002e-01 4.889e-01 1.899e-01 2.425e-09 +87 EP 6 4.752e-05 2.385e-02 2.431e-02 3.099e-08 2.181e-02 5.212e-02 3.650e-02 1.860e-08 1.776e-01 4.982e-01 1.306e-01 2.368e-04 3.467e-02 4.954e-09 6.402e-09 2.209e-05 +87 EP 7 4.457e-05 2.451e-09 7.464e-07 6.704e-02 5.158e-03 2.442e-02 1.357e-01 3.105e-01 1.208e-01 1.955e-02 1.491e-03 3.790e-02 2.772e-01 7.004e-05 6.661e-05 1.024e-05 +87 EP 8 2.303e-10 1.159e-03 9.351e-03 1.127e-02 1.047e-02 3.387e-02 3.904e-02 6.059e-02 7.014e-02 4.822e-02 8.485e-02 1.542e-01 2.762e-01 1.992e-01 1.465e-03 1.695e-10 +87 EP 9 2.815e-04 2.132e-02 8.776e-02 7.606e-02 8.577e-02 1.021e-01 9.771e-02 9.142e-02 7.544e-02 6.884e-02 6.963e-02 9.987e-02 1.061e-01 1.767e-02 1.920e-10 5.432e-09 +87 EP 10 6.804e-09 1.271e-08 5.317e-03 1.041e-02 7.034e-03 2.272e-02 1.963e-02 5.936e-02 9.537e-02 1.064e-01 1.409e-01 1.299e-01 5.238e-04 3.582e-05 4.016e-01 8.443e-04 +87 EP 11 2.289e-09 8.760e-03 3.156e-02 1.607e-02 1.640e-02 4.715e-02 4.744e-02 7.869e-02 1.692e-01 1.863e-01 8.534e-02 9.983e-03 8.255e-02 2.205e-01 2.294e-07 2.112e-09 +87 EP 12 3.388e-04 1.194e-09 2.038e-03 1.891e-02 1.266e-02 4.847e-02 4.103e-02 5.492e-02 3.365e-01 4.795e-01 5.463e-03 6.449e-07 5.533e-09 1.360e-04 8.687e-09 1.453e-08 +87 EP 13 1.496e-10 3.201e-03 5.383e-03 1.309e-03 6.001e-03 3.004e-02 3.107e-02 3.809e-02 9.698e-03 1.821e-02 1.573e-01 6.423e-01 5.741e-02 1.551e-06 6.954e-09 3.490e-08 +87 EP 14 3.369e-11 2.570e-03 7.202e-03 9.719e-03 5.228e-03 1.411e-02 2.326e-02 3.395e-02 6.675e-02 5.996e-02 8.284e-02 1.094e-01 1.939e-01 3.911e-01 1.133e-04 1.111e-07 +87 EP 15 6.793e-05 1.301e-02 2.022e-02 1.767e-02 2.142e-02 3.107e-02 3.682e-02 4.511e-02 5.874e-02 6.737e-02 7.306e-02 9.187e-02 1.403e-01 2.287e-01 1.546e-01 1.068e-11 +87 EP 16 1.768e-10 1.763e-03 1.475e-02 1.671e-02 2.103e-02 1.668e-02 2.786e-04 9.313e-09 1.656e-08 9.283e-03 6.993e-03 1.643e-02 1.895e-09 9.252e-02 8.036e-01 2.516e-06 +87 EP 17 1.087e-04 9.188e-10 9.788e-03 1.866e-09 8.039e-03 3.117e-02 4.028e-02 4.420e-02 5.948e-02 3.586e-02 4.577e-02 6.624e-02 1.659e-01 4.931e-01 7.451e-08 1.474e-07 +87 EP 18 1.332e-10 4.056e-09 1.785e-09 7.098e-09 3.705e-09 2.223e-06 8.056e-08 9.414e-02 5.916e-01 2.278e-01 8.939e-06 2.705e-09 1.113e-02 7.530e-02 4.204e-09 1.940e-05 +87 EP 19 1.657e-10 1.505e-09 4.920e-02 3.332e-02 4.947e-02 9.648e-02 2.100e-01 3.618e-01 5.794e-02 5.615e-06 1.291e-01 1.267e-02 8.396e-09 2.295e-07 1.333e-08 3.443e-07 +87 EP 20 3.220e-10 6.948e-02 1.321e-01 1.697e-01 1.526e-01 9.366e-02 7.306e-02 5.976e-07 6.591e-02 1.075e-01 3.385e-05 7.623e-09 4.211e-08 4.527e-08 1.360e-01 4.188e-07 +87 EP 21 5.140e-02 1.957e-01 2.900e-01 1.948e-01 1.330e-01 7.369e-02 3.656e-02 1.594e-02 6.506e-03 2.280e-03 2.228e-09 3.326e-10 2.882e-10 2.843e-10 2.161e-10 2.057e-10 +87 TP 1 9.195e-01 2.624e-10 6.679e-10 4.830e-09 3.709e-07 2.346e-05 5.926e-03 5.182e-02 1.166e-08 3.013e-10 1.292e-09 1.004e-05 3.047e-09 2.345e-09 2.167e-09 1.603e-10 1.404e-08 5.416e-09 8.205e-10 5.169e-10 2.273e-02 +87 TP 2 3.060e-11 6.717e-01 1.669e-01 2.751e-10 4.678e-11 1.992e-02 3.679e-10 2.156e-11 8.773e-10 3.160e-11 2.253e-11 6.286e-10 4.625e-06 2.322e-02 1.811e-10 8.380e-02 3.433e-02 1.601e-09 3.674e-05 3.503e-06 2.973e-11 +87 TP 3 8.190e-10 4.975e-09 1.510e-01 1.306e-04 1.613e-10 3.657e-01 1.853e-09 7.533e-11 1.888e-04 7.475e-11 8.515e-11 2.153e-09 1.440e-01 5.417e-02 6.581e-10 3.452e-09 1.665e-03 4.248e-09 1.525e-01 1.306e-01 1.158e-10 +87 TP 4 9.215e-10 1.371e-08 9.111e-03 3.348e-01 2.434e-10 1.943e-06 1.480e-01 7.397e-10 2.178e-02 2.484e-10 2.478e-10 1.069e-01 3.868e-02 7.035e-05 7.342e-08 6.147e-09 1.063e-01 1.231e-01 9.508e-02 1.452e-02 1.729e-03 +87 TP 5 2.279e-08 1.347e-08 1.292e-02 1.200e-08 5.167e-01 1.351e-08 8.787e-09 2.221e-01 1.047e-08 1.674e-01 8.092e-02 9.009e-09 9.227e-09 1.273e-08 8.573e-09 1.098e-08 1.071e-08 9.067e-09 9.886e-09 1.431e-08 9.046e-09 +87 TP 6 7.120e-10 2.990e-01 3.362e-09 2.376e-09 3.954e-10 4.864e-02 1.934e-09 1.289e-10 2.319e-02 3.815e-06 9.783e-11 1.710e-09 2.155e-02 1.029e-01 1.029e-09 4.642e-01 5.874e-05 8.685e-03 2.173e-02 1.003e-02 1.273e-10 +87 TP 7 1.531e-08 1.059e-08 2.454e-02 4.111e-07 8.409e-10 3.941e-09 3.111e-08 8.106e-03 1.748e-08 4.932e-10 8.797e-10 6.088e-04 5.710e-09 3.501e-01 6.038e-02 5.523e-07 5.562e-01 4.982e-09 1.152e-08 1.237e-08 2.407e-09 +87 TP 8 1.464e-01 1.034e-09 1.607e-09 2.135e-05 2.962e-07 1.050e-09 1.910e-09 7.623e-01 8.864e-03 7.955e-08 7.422e-02 2.807e-04 3.392e-04 2.199e-09 7.540e-03 1.267e-07 1.848e-09 1.077e-09 1.497e-09 1.547e-09 2.506e-06 +87 TP 9 4.944e-04 1.378e-09 3.448e-03 1.694e-02 5.475e-10 2.939e-09 4.785e-02 1.891e-05 7.050e-01 6.968e-11 1.453e-10 4.008e-02 1.243e-08 1.590e-04 1.253e-09 4.162e-05 1.755e-01 1.871e-04 6.865e-03 3.041e-09 3.474e-03 +87 TP 10 2.267e-07 4.329e-08 2.896e-08 4.043e-08 5.581e-01 2.071e-08 2.636e-08 1.370e-02 2.990e-08 4.281e-01 3.102e-08 1.677e-08 4.785e-05 2.727e-08 2.088e-08 4.357e-07 2.528e-08 1.731e-08 2.700e-08 3.044e-08 2.271e-08 +87 TP 11 5.479e-04 8.636e-09 1.125e-08 1.486e-08 2.694e-01 8.634e-09 1.279e-08 6.923e-01 8.065e-08 3.460e-02 4.990e-07 1.852e-08 1.474e-08 1.711e-08 3.741e-08 5.351e-07 1.301e-08 9.610e-09 1.168e-08 1.318e-08 3.154e-03 +87 TP 12 5.364e-09 1.450e-08 2.398e-07 1.117e-01 4.369e-10 5.617e-09 6.705e-02 1.522e-09 1.860e-01 3.330e-10 5.644e-10 2.360e-01 3.838e-02 2.252e-08 2.174e-08 8.212e-06 2.315e-01 7.823e-02 5.029e-02 9.117e-09 8.670e-04 +87 TP 13 1.893e-09 3.984e-09 5.137e-03 1.210e-01 3.708e-05 5.695e-02 3.169e-02 3.328e-10 5.972e-09 1.195e-04 2.471e-07 5.012e-08 2.982e-01 3.205e-05 1.169e-09 2.174e-07 1.932e-08 3.326e-01 6.350e-02 9.040e-02 3.173e-04 +87 TP 14 1.339e-09 7.121e-09 1.605e-01 2.369e-02 1.541e-10 1.958e-03 2.294e-09 1.722e-10 1.483e-01 4.348e-11 1.053e-10 3.539e-07 1.161e-04 4.176e-01 1.869e-03 1.614e-01 1.213e-03 8.942e-08 4.301e-02 4.044e-02 8.269e-11 +87 TP 15 1.422e-09 4.558e-10 4.922e-10 4.681e-03 1.652e-07 3.441e-10 6.442e-09 3.922e-04 1.133e-06 2.714e-11 5.261e-11 1.496e-08 1.510e-03 5.161e-09 9.915e-01 4.400e-10 1.902e-03 7.033e-10 4.430e-10 5.459e-10 3.831e-10 +87 TP 16 6.643e-11 3.975e-01 9.892e-02 1.373e-04 2.767e-06 1.783e-02 7.417e-10 6.126e-11 7.825e-07 5.350e-11 5.861e-11 1.434e-08 1.020e-03 1.194e-05 3.475e-10 1.796e-01 2.697e-01 1.210e-02 1.419e-06 2.319e-02 2.132e-11 +87 TP 17 1.375e-10 1.297e-03 8.059e-02 1.640e-02 1.458e-10 1.064e-02 2.834e-05 1.388e-10 4.439e-07 6.198e-11 1.048e-10 7.787e-03 3.556e-02 3.394e-01 1.258e-09 1.338e-01 3.417e-01 6.002e-03 1.154e-02 1.514e-02 4.790e-11 +87 TP 18 1.117e-03 1.766e-01 4.069e-09 1.167e-02 2.392e-10 3.070e-09 2.062e-09 6.995e-10 5.484e-09 2.911e-10 3.180e-10 2.784e-09 4.243e-09 1.321e-01 8.826e-03 4.576e-01 1.986e-01 9.441e-09 5.419e-09 1.343e-02 7.407e-10 +87 TP 19 1.354e-09 1.983e-02 1.811e-05 2.193e-02 2.200e-10 1.143e-02 2.617e-09 2.282e-10 3.312e-02 2.414e-10 1.622e-10 8.359e-02 8.185e-07 2.301e-01 1.355e-09 2.620e-01 1.473e-01 6.776e-07 1.554e-01 3.515e-02 9.704e-05 +87 TP 20 3.882e-05 1.504e-01 3.585e-09 3.859e-04 8.868e-05 6.486e-09 3.633e-09 1.974e-10 2.635e-06 1.688e-10 1.727e-10 2.610e-09 1.108e-02 1.954e-01 1.308e-09 7.541e-09 4.648e-01 1.910e-02 3.739e-02 1.213e-01 2.164e-10 +87 TP 21 8.843e-02 4.954e-10 8.136e-10 4.632e-03 4.043e-10 5.893e-10 5.180e-03 2.371e-04 5.383e-02 3.524e-10 7.093e-10 1.384e-03 1.293e-03 1.270e-09 8.600e-09 3.426e-10 1.125e-09 5.855e-10 9.949e-10 9.264e-10 8.450e-01 +88 IP 1 1.345e-01 +88 IP 2 5.506e-08 +88 IP 3 5.397e-02 +88 IP 4 6.469e-07 +88 IP 5 2.027e-08 +88 IP 6 4.617e-02 +88 IP 7 1.245e-07 +88 IP 8 1.494e-08 +88 IP 9 6.931e-01 +88 IP 10 3.980e-08 +88 IP 11 2.487e-08 +88 IP 12 2.125e-02 +88 IP 13 1.509e-06 +88 IP 14 2.683e-02 +88 IP 15 1.418e-08 +88 IP 16 2.421e-02 +88 IP 17 6.269e-07 +88 IP 18 1.759e-08 +88 EP 1 1.812e-06 2.406e-03 3.067e-03 2.790e-03 3.868e-03 7.849e-03 1.043e-02 8.774e-03 1.032e-02 2.084e-02 5.111e-02 3.658e-02 7.843e-02 2.539e-01 5.096e-01 4.090e-12 +88 EP 2 1.266e-10 8.088e-10 1.899e-02 1.169e-06 6.012e-03 1.971e-02 1.519e-02 1.505e-02 1.116e-01 2.110e-01 7.244e-02 1.305e-01 6.074e-06 1.086e-04 3.995e-01 3.507e-11 +88 EP 3 2.527e-11 8.524e-03 1.637e-02 3.152e-07 2.282e-08 1.333e-02 2.644e-02 4.168e-02 5.130e-02 5.125e-02 7.422e-02 6.697e-02 1.860e-01 3.568e-01 1.071e-01 2.839e-11 +88 EP 4 4.200e-05 3.400e-04 1.284e-02 4.103e-03 2.649e-04 1.845e-02 3.020e-02 1.933e-02 4.298e-02 2.274e-02 1.905e-02 5.876e-02 1.528e-01 6.181e-01 1.723e-09 1.575e-11 +88 EP 5 4.833e-05 7.953e-04 1.694e-02 1.667e-02 1.634e-02 2.876e-02 2.548e-02 4.327e-02 3.430e-02 4.420e-03 2.803e-02 3.686e-01 4.164e-01 2.422e-06 1.977e-08 3.129e-11 +88 EP 6 6.518e-10 2.288e-02 8.003e-02 1.664e-01 1.536e-01 1.061e-01 1.339e-01 1.639e-01 1.033e-01 1.467e-04 5.240e-02 9.928e-09 1.730e-02 3.856e-07 3.376e-08 2.826e-11 +88 EP 7 2.542e-11 3.405e-10 4.538e-03 1.603e-09 1.888e-09 1.029e-02 2.672e-02 1.982e-02 2.624e-02 7.882e-03 4.872e-02 5.765e-02 1.948e-01 6.034e-01 2.555e-09 1.921e-11 +88 EP 8 4.901e-10 6.531e-03 2.188e-02 5.067e-03 1.808e-02 3.966e-02 1.253e-02 2.096e-09 1.953e-01 5.761e-01 1.247e-01 1.881e-09 1.337e-04 3.959e-09 1.581e-07 2.234e-11 +88 EP 9 2.952e-02 1.023e-01 2.335e-01 2.001e-01 1.557e-01 1.141e-01 5.838e-02 4.800e-02 3.073e-02 2.199e-02 5.718e-03 1.663e-09 3.317e-10 2.319e-10 2.060e-10 1.689e-10 +88 EP 10 1.370e-10 7.072e-04 7.084e-03 3.229e-02 4.581e-02 5.034e-02 3.920e-02 6.712e-02 4.755e-02 3.891e-02 2.017e-01 3.328e-01 1.098e-01 2.402e-02 2.572e-03 3.206e-11 +88 EP 11 2.886e-10 2.360e-03 4.160e-02 3.988e-02 5.852e-02 8.411e-02 1.086e-01 1.126e-01 9.748e-02 9.955e-02 1.126e-01 1.243e-01 1.005e-01 1.794e-02 2.949e-10 9.125e-11 +88 EP 12 8.958e-05 1.140e-04 6.906e-03 3.534e-02 2.698e-02 1.302e-02 3.060e-02 4.338e-08 5.686e-02 2.575e-01 5.086e-01 6.402e-02 2.894e-09 8.303e-09 1.933e-09 5.287e-11 +88 EP 13 2.317e-04 1.684e-02 8.320e-02 7.293e-02 8.289e-02 9.358e-02 9.074e-02 8.310e-02 8.832e-02 8.894e-02 6.729e-02 9.419e-02 1.059e-01 3.183e-02 1.606e-10 1.300e-11 +88 EP 14 2.935e-11 4.430e-10 8.312e-03 1.119e-02 1.811e-02 1.449e-02 3.942e-03 4.680e-03 8.397e-03 1.676e-02 2.398e-02 4.583e-02 1.187e-02 6.386e-02 7.686e-01 1.107e-05 +88 EP 15 1.887e-10 3.764e-03 5.885e-03 6.234e-03 1.616e-02 2.757e-02 2.329e-02 4.178e-02 2.807e-09 3.200e-02 1.456e-01 6.524e-01 4.432e-02 1.413e-08 9.733e-04 6.394e-11 +88 EP 16 3.157e-10 2.342e-09 1.757e-02 6.681e-09 1.097e-08 6.960e-02 2.847e-01 5.096e-01 1.071e-01 8.757e-08 5.320e-03 6.995e-09 6.067e-03 1.391e-08 1.501e-08 8.644e-11 +88 EP 17 2.119e-10 9.663e-10 1.676e-09 1.192e-08 5.276e-03 4.712e-02 9.961e-02 2.714e-01 1.932e-01 7.324e-02 7.010e-09 3.145e-02 2.787e-01 7.716e-08 1.823e-09 5.077e-11 +88 EP 18 1.594e-04 9.230e-04 1.513e-09 2.926e-09 2.012e-09 2.323e-03 3.844e-09 1.031e-01 7.303e-01 1.632e-01 2.499e-09 1.370e-09 7.348e-09 9.733e-09 2.471e-09 8.904e-11 +88 TP 1 5.472e-01 3.487e-06 1.703e-09 8.166e-02 1.010e-01 4.178e-02 4.562e-06 9.090e-02 1.406e-11 3.327e-02 3.764e-11 8.717e-10 1.308e-07 8.877e-02 2.784e-09 1.512e-02 3.485e-04 6.792e-10 +88 TP 2 1.564e-02 1.877e-01 1.491e-09 1.610e-02 1.497e-08 6.647e-02 5.549e-01 3.410e-02 9.589e-11 3.233e-09 2.735e-10 1.860e-08 1.694e-09 1.981e-05 5.703e-02 1.622e-08 3.443e-08 6.801e-02 +88 TP 3 6.318e-08 1.533e-07 3.393e-01 5.167e-02 1.605e-08 1.463e-01 1.140e-08 8.514e-02 2.159e-04 1.276e-08 1.006e-02 4.685e-06 3.060e-01 8.856e-09 2.511e-02 3.091e-02 4.704e-03 5.400e-04 +88 TP 4 5.529e-02 5.605e-02 2.456e-01 4.232e-02 1.320e-07 1.350e-03 2.874e-01 5.152e-04 1.642e-10 2.433e-01 1.646e-05 3.698e-09 1.884e-02 3.474e-09 1.044e-02 2.033e-04 2.823e-02 1.044e-02 +88 TP 5 3.778e-01 8.326e-04 1.777e-07 1.449e-09 1.028e-01 8.259e-02 1.515e-08 2.605e-01 1.258e-10 4.508e-06 2.926e-10 4.945e-03 2.595e-09 3.851e-05 1.174e-01 3.425e-02 1.749e-02 1.455e-03 +88 TP 6 4.530e-04 1.126e-01 1.818e-07 1.654e-08 2.599e-08 9.946e-02 6.045e-01 1.729e-02 1.541e-10 2.959e-04 3.480e-10 3.943e-07 1.152e-03 1.505e-01 2.389e-09 1.070e-02 3.707e-06 3.055e-03 +88 TP 7 4.857e-01 5.073e-02 9.815e-02 2.173e-01 9.917e-03 3.373e-02 3.385e-02 1.007e-02 3.142e-10 3.483e-02 7.216e-04 4.848e-09 2.207e-04 9.792e-09 7.040e-07 4.821e-08 1.661e-02 8.225e-03 +88 TP 8 1.221e-01 1.260e-02 4.798e-02 1.582e-02 1.508e-02 1.653e-02 1.087e-01 8.743e-03 7.939e-11 4.176e-03 2.220e-10 2.009e-09 6.453e-03 6.340e-01 2.092e-09 4.904e-03 2.646e-03 2.411e-04 +88 TP 9 5.689e-10 6.725e-10 8.072e-10 2.484e-09 2.176e-03 2.618e-08 2.664e-05 6.167e-10 8.478e-01 1.808e-03 1.317e-01 7.861e-04 1.506e-02 4.299e-10 3.925e-09 6.796e-04 5.777e-08 5.160e-10 +88 TP 10 1.621e-01 1.118e-01 1.523e-01 4.336e-09 5.929e-09 4.490e-05 4.026e-05 4.156e-02 7.140e-04 1.258e-01 1.511e-07 1.754e-01 1.055e-01 8.226e-09 4.196e-02 2.852e-08 8.274e-02 3.962e-09 +88 TP 11 9.707e-10 1.465e-09 2.499e-09 5.174e-02 2.758e-09 1.459e-09 2.048e-03 7.192e-10 6.506e-02 2.941e-09 8.670e-01 1.045e-08 1.073e-08 7.797e-10 5.060e-04 1.054e-09 1.366e-02 1.644e-09 +88 TP 12 2.449e-02 4.211e-02 2.969e-09 7.222e-08 2.889e-06 2.930e-02 1.007e-01 1.583e-02 2.216e-09 4.103e-09 6.639e-10 3.838e-01 9.424e-02 3.269e-09 1.911e-02 2.458e-02 2.200e-01 4.580e-02 +88 TP 13 4.151e-04 2.273e-02 2.119e-09 1.373e-01 1.297e-03 2.981e-02 5.306e-04 1.096e-09 6.674e-04 3.278e-03 5.298e-10 2.947e-02 6.762e-01 2.385e-07 2.637e-04 7.447e-09 9.805e-02 6.739e-08 +88 TP 14 6.510e-01 1.460e-02 7.747e-10 1.089e-01 3.174e-02 1.469e-02 1.248e-05 2.154e-02 2.250e-11 2.838e-07 7.797e-11 5.631e-09 9.458e-09 1.341e-01 3.268e-10 1.005e-02 1.335e-02 7.464e-10 +88 TP 15 2.149e-09 2.536e-09 4.589e-04 2.337e-08 2.666e-09 1.802e-01 6.727e-09 7.098e-09 1.927e-03 3.322e-09 7.304e-10 6.005e-02 1.446e-08 1.256e-09 3.118e-01 3.099e-02 4.932e-04 4.141e-01 +88 TP 16 2.679e-07 2.956e-01 2.730e-04 4.467e-05 5.086e-09 6.824e-06 3.150e-06 1.165e-03 5.704e-10 7.964e-09 8.647e-10 5.006e-02 6.246e-02 4.682e-01 3.781e-09 1.191e-01 3.109e-03 4.270e-09 +88 TP 17 4.182e-02 6.042e-02 2.323e-01 3.703e-01 3.107e-08 2.465e-02 1.603e-01 5.604e-04 8.793e-10 1.596e-08 1.841e-09 6.043e-02 3.008e-02 3.000e-08 2.668e-09 7.991e-03 1.111e-02 3.310e-09 +88 TP 18 2.007e-08 7.871e-06 6.399e-03 5.222e-02 5.002e-09 3.426e-09 1.786e-01 2.642e-09 3.810e-10 2.062e-09 1.266e-09 1.761e-09 3.801e-09 7.595e-01 3.240e-03 1.770e-09 2.989e-09 2.911e-09 +89 IP 1 3.876e-02 +89 IP 2 6.992e-08 +89 IP 3 3.223e-08 +89 IP 4 5.563e-02 +89 IP 5 1.593e-01 +89 IP 6 4.584e-01 +89 IP 7 2.698e-02 +89 IP 8 1.827e-08 +89 IP 9 4.911e-02 +89 IP 10 3.350e-03 +89 IP 11 4.436e-03 +89 IP 12 8.829e-02 +89 IP 13 9.657e-08 +89 IP 14 7.277e-02 +89 IP 15 4.290e-02 +89 IP 16 2.788e-07 +89 EP 1 4.107e-05 4.486e-03 3.591e-03 3.844e-08 1.777e-09 1.887e-03 6.199e-03 2.968e-09 3.085e-02 3.205e-02 1.047e-02 4.274e-07 2.158e-03 8.515e-01 5.680e-02 +89 EP 2 6.656e-08 9.482e-03 1.294e-02 3.633e-03 1.352e-02 2.623e-02 3.691e-02 4.050e-02 1.544e-01 5.558e-01 1.459e-01 5.020e-09 6.924e-04 8.355e-09 9.968e-07 +89 EP 3 1.789e-10 2.252e-02 5.336e-02 3.418e-05 3.176e-02 6.383e-03 2.892e-09 3.285e-04 3.706e-02 3.347e-05 3.104e-08 2.485e-05 3.793e-01 3.186e-02 4.373e-01 +89 EP 4 1.101e-10 5.877e-10 8.130e-03 1.367e-03 2.746e-03 2.114e-02 3.439e-02 3.997e-02 4.726e-02 4.536e-02 5.287e-02 8.408e-02 1.779e-01 4.847e-01 1.499e-08 +89 EP 5 2.034e-05 3.994e-09 8.405e-03 1.426e-02 1.791e-02 1.349e-02 7.039e-05 8.518e-04 9.894e-04 2.782e-04 2.911e-02 4.381e-02 2.205e-06 2.625e-02 8.446e-01 +89 EP 6 9.562e-02 2.103e-01 3.147e-01 1.786e-01 1.026e-01 5.242e-02 2.872e-02 7.747e-03 7.246e-03 1.939e-03 1.536e-09 1.192e-09 1.080e-09 9.148e-10 7.571e-10 +89 EP 7 6.162e-04 2.792e-02 1.277e-01 1.061e-01 1.183e-01 1.209e-01 1.081e-01 8.936e-02 9.003e-02 7.789e-02 5.737e-02 7.572e-02 2.620e-09 1.152e-09 1.515e-10 +89 EP 8 6.803e-10 2.599e-02 7.539e-02 2.799e-01 1.980e-01 1.061e-01 1.143e-01 8.613e-02 5.492e-02 4.503e-08 5.753e-02 4.666e-09 2.681e-08 1.266e-03 5.212e-04 +89 EP 9 7.209e-11 2.434e-03 1.636e-02 2.162e-02 1.469e-02 3.552e-02 5.096e-02 6.338e-02 6.024e-02 6.272e-02 6.637e-02 1.425e-01 3.502e-01 1.129e-01 4.249e-10 +89 EP 10 4.082e-10 2.040e-03 9.888e-04 2.048e-02 1.838e-02 1.356e-02 2.762e-02 3.946e-09 5.233e-02 2.277e-01 5.564e-01 8.048e-02 3.688e-09 5.401e-09 3.117e-09 +89 EP 11 1.032e-10 4.409e-04 2.386e-08 1.633e-04 9.632e-10 1.122e-02 1.824e-02 1.513e-01 7.031e-01 1.091e-01 5.207e-09 2.013e-09 9.304e-07 6.327e-03 4.475e-09 +89 EP 12 1.263e-10 1.378e-08 2.776e-03 1.280e-02 7.445e-03 3.183e-02 3.772e-02 6.288e-02 7.621e-03 5.613e-02 8.636e-02 6.757e-01 1.877e-02 2.630e-09 6.145e-09 +89 EP 13 3.551e-10 1.287e-03 4.088e-08 1.622e-04 5.433e-08 4.037e-03 7.970e-03 7.289e-03 6.532e-03 2.188e-02 4.386e-02 3.223e-02 8.948e-02 1.961e-01 5.892e-01 +89 EP 14 2.524e-10 6.451e-05 5.946e-02 5.240e-02 6.349e-02 8.733e-02 1.331e-01 2.107e-01 1.703e-01 1.498e-01 5.121e-02 1.566e-06 7.645e-09 2.194e-02 1.032e-04 +89 EP 15 3.030e-09 1.826e-03 1.042e-02 9.267e-03 1.387e-02 3.005e-02 3.644e-02 5.237e-02 4.204e-02 2.298e-09 5.673e-02 3.247e-01 3.372e-01 8.503e-02 1.332e-08 +89 EP 16 6.546e-10 3.946e-03 2.606e-02 1.973e-02 2.905e-02 3.534e-02 3.481e-02 3.998e-02 4.604e-02 4.326e-02 9.933e-02 1.386e-01 1.262e-01 2.509e-01 1.068e-01 +89 TP 1 2.175e-01 1.452e-02 1.700e-03 9.853e-03 1.446e-04 5.208e-11 1.238e-03 1.877e-02 1.717e-01 4.216e-09 1.828e-02 1.086e-02 1.363e-01 4.513e-02 5.354e-02 3.005e-01 +89 TP 2 2.260e-02 2.365e-02 2.963e-02 2.187e-01 6.953e-01 1.032e-10 5.289e-09 4.180e-08 2.311e-04 7.540e-10 2.612e-09 7.131e-03 2.800e-03 1.544e-09 1.141e-08 1.061e-08 +89 TP 3 2.681e-01 2.876e-02 6.316e-03 2.275e-01 4.025e-02 1.838e-04 1.707e-03 2.379e-01 6.501e-07 3.117e-09 1.528e-01 1.445e-02 7.578e-04 2.134e-02 3.496e-08 9.941e-08 +89 TP 4 5.782e-03 8.560e-03 8.404e-04 3.035e-01 1.356e-01 3.893e-11 6.056e-06 7.776e-09 3.062e-04 1.677e-09 6.545e-03 8.146e-10 3.625e-01 1.316e-04 4.593e-09 1.762e-01 +89 TP 5 4.397e-02 2.496e-02 2.497e-09 2.060e-01 2.009e-01 1.417e-11 2.908e-09 3.351e-03 3.002e-09 5.483e-04 9.677e-10 1.881e-03 4.697e-01 2.391e-02 2.475e-02 5.507e-05 +89 TP 6 1.933e-09 1.333e-09 1.964e-09 3.041e-09 1.055e-09 7.988e-01 1.961e-01 3.460e-09 6.393e-09 5.083e-03 1.616e-09 7.289e-09 1.299e-09 4.135e-09 2.840e-09 2.366e-09 +89 TP 7 8.202e-04 3.500e-10 3.176e-08 3.963e-02 6.468e-10 6.825e-03 5.684e-01 4.734e-03 2.896e-01 1.357e-02 1.145e-09 1.562e-09 1.210e-09 7.647e-02 2.215e-09 1.227e-09 +89 TP 8 4.404e-09 8.402e-08 2.514e-02 7.475e-01 1.286e-01 2.010e-10 1.936e-09 4.046e-02 4.880e-02 1.897e-03 4.130e-03 3.451e-03 2.794e-07 1.041e-04 4.365e-09 4.789e-09 +89 TP 9 2.084e-01 2.065e-09 1.235e-02 3.679e-03 2.641e-09 4.633e-10 1.338e-01 1.948e-09 4.291e-01 5.129e-02 3.750e-09 4.685e-03 2.793e-02 6.999e-02 2.153e-02 3.714e-02 +89 TP 10 1.692e-06 2.115e-02 6.408e-09 1.285e-01 2.395e-09 5.142e-05 5.354e-02 4.977e-03 1.075e-01 3.174e-01 9.932e-02 4.086e-02 2.632e-07 2.232e-01 3.492e-03 4.032e-09 +89 TP 11 1.565e-01 5.551e-05 3.964e-02 1.708e-01 6.227e-01 5.252e-04 5.487e-08 3.185e-05 1.024e-08 1.128e-09 1.364e-03 2.531e-09 2.414e-08 2.370e-09 8.418e-03 6.738e-09 +89 TP 12 2.608e-02 3.313e-02 2.439e-09 1.764e-03 2.800e-09 7.130e-04 4.939e-08 1.124e-01 3.479e-09 8.559e-02 4.124e-01 3.076e-01 8.146e-09 2.039e-02 5.195e-09 4.491e-09 +89 TP 13 4.174e-02 1.259e-01 6.703e-03 2.046e-01 2.748e-01 1.437e-11 6.630e-10 2.928e-02 1.632e-09 2.764e-09 4.032e-05 2.432e-03 1.293e-01 1.806e-02 1.672e-01 3.608e-08 +89 TP 14 2.208e-01 1.072e-09 1.053e-05 1.045e-01 9.523e-02 1.381e-10 6.620e-04 1.196e-02 1.868e-01 4.704e-02 8.106e-03 8.083e-03 5.293e-02 2.639e-01 1.984e-09 3.065e-09 +89 TP 15 9.579e-09 2.894e-01 9.391e-02 1.211e-02 4.807e-02 1.300e-10 4.170e-09 2.863e-02 1.445e-02 5.367e-02 2.565e-06 1.440e-01 8.139e-02 8.103e-02 1.382e-01 1.503e-02 +89 TP 16 3.550e-02 4.462e-02 7.769e-02 7.859e-05 7.140e-08 8.177e-11 5.266e-02 2.497e-02 2.858e-03 4.641e-02 1.523e-09 3.264e-02 1.513e-01 1.746e-01 1.483e-08 3.567e-01 +90 IP 1 1.629e-02 +90 IP 2 3.479e-05 +90 IP 3 8.439e-03 +90 IP 4 4.126e-07 +90 IP 5 1.325e-08 +90 IP 6 3.114e-01 +90 IP 7 9.341e-03 +90 IP 8 7.687e-02 +90 IP 9 5.020e-05 +90 IP 10 1.043e-01 +90 IP 11 1.311e-08 +90 IP 12 4.816e-08 +90 IP 13 7.338e-03 +90 IP 14 6.587e-08 +90 IP 15 1.887e-05 +90 IP 16 5.563e-09 +90 IP 17 4.992e-02 +90 IP 18 9.189e-02 +90 IP 19 3.808e-08 +90 IP 20 2.376e-01 +90 IP 21 4.442e-06 +90 IP 22 1.130e-02 +90 IP 23 7.944e-08 +90 IP 24 1.115e-08 +90 IP 25 8.801e-08 +90 IP 26 6.717e-02 +90 IP 27 5.027e-03 +90 IP 28 3.930e-08 +90 IP 29 3.767e-08 +90 IP 30 2.993e-03 +90 EP 1 2.098e-09 2.329e-03 2.864e-03 1.026e-02 8.672e-03 9.836e-03 3.970e-03 8.095e-09 6.427e-03 1.224e-01 8.224e-01 1.094e-02 6.262e-09 5.401e-09 1.991e-08 +90 EP 2 3.805e-09 4.000e-09 1.724e-08 1.091e-07 3.848e-02 3.861e-04 2.878e-05 4.977e-04 9.730e-09 1.947e-08 5.149e-02 1.967e-08 9.872e-08 7.217e-01 1.874e-01 +90 EP 3 2.347e-07 1.000e+00 3.068e-07 3.083e-07 2.900e-07 3.467e-07 3.112e-07 3.159e-07 3.295e-07 3.299e-07 3.153e-07 3.035e-07 3.022e-07 3.188e-07 3.258e-07 +90 EP 4 4.619e-03 1.044e-01 2.060e-01 2.129e-01 1.884e-01 1.291e-01 6.392e-02 4.194e-02 2.536e-02 1.304e-02 4.393e-03 5.368e-03 1.477e-09 5.558e-04 1.468e-09 +90 EP 5 5.438e-09 1.040e-02 7.058e-02 3.751e-01 3.053e-01 7.345e-02 4.984e-02 7.959e-03 7.240e-02 5.405e-07 1.984e-05 6.671e-08 3.477e-02 2.448e-04 9.264e-08 +90 EP 6 3.512e-10 4.669e-04 3.779e-03 4.821e-03 5.807e-03 7.041e-03 3.813e-03 2.463e-03 5.558e-03 1.402e-02 1.899e-02 3.570e-02 2.204e-03 3.252e-02 8.628e-01 +90 EP 7 1.408e-09 2.011e-03 1.449e-03 3.272e-05 5.012e-03 1.810e-02 1.956e-02 6.143e-09 1.106e-01 7.257e-01 1.143e-01 1.274e-08 1.143e-05 2.323e-03 9.535e-04 +90 EP 8 1.339e-09 3.561e-09 7.389e-05 1.746e-05 4.876e-04 1.631e-02 3.571e-02 2.700e-02 2.478e-02 4.160e-03 1.903e-02 6.179e-02 3.462e-02 7.757e-01 3.205e-04 +90 EP 9 1.608e-06 2.069e-03 9.826e-03 1.090e-02 1.317e-02 1.810e-02 2.119e-02 2.607e-02 3.905e-02 5.962e-02 5.100e-02 5.901e-02 8.654e-02 2.249e-01 3.785e-01 +90 EP 10 1.280e-08 1.737e-02 8.424e-02 6.079e-02 8.527e-02 9.261e-02 9.806e-02 8.924e-02 9.922e-02 1.099e-01 1.105e-01 1.057e-01 4.708e-02 1.917e-08 5.301e-09 +90 EP 11 4.374e-09 1.479e-08 1.874e-02 2.316e-02 3.514e-02 3.870e-02 8.069e-02 6.810e-02 2.478e-02 1.023e-06 1.799e-02 6.927e-01 8.214e-08 2.131e-08 3.909e-05 +90 EP 12 1.631e-09 2.361e-03 2.438e-02 2.611e-03 3.615e-04 4.054e-02 2.206e-03 5.623e-04 1.594e-02 3.028e-03 1.643e-01 5.291e-05 4.412e-01 2.986e-01 3.881e-03 +90 EP 13 3.234e-09 9.250e-08 1.305e-02 1.072e-06 3.132e-02 6.402e-02 1.684e-01 5.794e-01 1.438e-01 4.012e-07 1.161e-07 3.446e-08 1.291e-08 3.557e-08 2.214e-08 +90 EP 14 1.147e-09 2.209e-07 3.917e-09 1.493e-02 1.707e-02 2.726e-03 1.712e-02 1.267e-02 5.789e-02 1.084e-01 2.208e-01 3.309e-01 1.312e-01 8.551e-02 7.973e-04 +90 EP 15 1.159e-10 1.644e-03 1.417e-03 5.264e-09 9.129e-07 1.064e-03 3.163e-02 5.798e-02 1.171e-01 6.738e-02 2.347e-02 5.806e-09 3.209e-02 5.963e-01 6.990e-02 +90 EP 16 1.226e-04 2.207e-04 9.249e-08 1.736e-05 8.758e-03 1.220e-07 9.295e-08 5.664e-03 6.858e-02 8.948e-01 1.284e-07 1.828e-07 1.015e-07 2.184e-02 1.090e-07 +90 EP 17 1.704e-09 1.015e-03 8.220e-03 3.273e-04 1.511e-03 1.061e-02 3.090e-02 3.760e-02 1.677e-02 1.537e-08 1.760e-02 4.072e-01 4.677e-01 3.152e-04 2.550e-04 +90 EP 18 4.417e-09 3.501e-04 9.419e-02 2.717e-08 2.220e-04 1.474e-01 1.810e-01 3.314e-05 1.520e-01 1.373e-01 2.402e-01 7.436e-06 1.725e-08 4.730e-02 5.432e-06 +90 EP 19 1.136e-09 4.288e-09 1.175e-02 2.076e-02 1.411e-02 2.428e-02 3.721e-02 6.603e-02 6.678e-02 7.417e-02 5.019e-02 6.714e-02 1.263e-01 2.898e-01 1.516e-01 +90 EP 20 1.907e-01 2.850e-01 3.197e-01 1.341e-01 6.096e-02 8.350e-09 1.040e-08 4.794e-03 4.762e-08 4.844e-03 5.782e-09 4.673e-09 4.302e-09 7.941e-09 4.071e-09 +90 EP 21 1.536e-04 7.308e-03 3.781e-02 3.731e-02 3.383e-02 4.688e-02 5.294e-02 6.533e-02 6.441e-02 6.605e-02 9.382e-02 1.444e-01 1.981e-01 1.516e-01 5.462e-09 +90 EP 22 4.525e-09 5.870e-09 5.772e-08 2.850e-02 4.622e-02 5.227e-02 1.042e-01 1.458e-01 2.593e-01 3.637e-01 2.231e-08 1.252e-08 9.536e-09 1.181e-08 9.743e-09 +90 EP 23 3.321e-09 9.917e-09 1.085e-08 2.148e-03 1.546e-02 1.480e-08 9.739e-08 1.420e-02 3.106e-02 1.715e-02 8.789e-02 1.176e-01 3.686e-01 3.825e-02 3.077e-01 +90 EP 24 1.780e-09 8.713e-09 8.195e-03 2.014e-03 6.104e-03 1.740e-02 1.560e-02 1.050e-02 1.825e-08 2.896e-05 7.020e-02 8.666e-01 7.622e-09 1.194e-08 3.333e-03 +90 EP 25 6.308e-10 5.625e-06 1.744e-03 2.451e-09 1.807e-04 8.513e-03 3.319e-04 4.244e-03 1.286e-07 1.093e-02 2.609e-03 2.867e-03 5.640e-02 1.858e-01 7.264e-01 +90 EP 26 8.159e-10 2.034e-08 1.495e-08 3.830e-06 1.293e-03 3.825e-04 4.526e-03 1.847e-02 5.778e-02 2.907e-02 2.535e-04 9.786e-03 2.036e-01 6.748e-01 5.290e-06 +90 EP 27 7.061e-09 1.139e-08 1.713e-08 2.261e-08 8.210e-03 5.685e-02 5.775e-04 1.218e-02 5.207e-02 1.066e-07 1.969e-02 1.360e-01 5.383e-01 1.761e-01 1.584e-08 +90 EP 28 3.992e-04 2.687e-02 1.135e-01 1.141e-01 9.741e-02 1.128e-01 1.064e-01 8.876e-02 8.138e-02 5.761e-02 7.528e-02 6.636e-02 5.918e-02 9.125e-09 3.519e-09 +90 EP 29 2.443e-09 1.281e-08 6.344e-09 1.332e-08 6.063e-09 6.556e-09 7.985e-09 4.259e-02 8.713e-01 8.572e-02 4.058e-04 5.097e-09 7.318e-09 7.241e-09 8.979e-09 +90 EP 30 1.313e-09 2.566e-09 1.304e-02 1.342e-02 1.553e-02 1.738e-02 3.414e-02 5.072e-02 6.350e-02 6.969e-02 1.089e-01 1.128e-01 1.842e-01 3.122e-01 4.573e-03 +90 TP 1 4.690e-01 2.246e-08 1.843e-09 4.081e-09 3.878e-03 3.149e-03 3.057e-02 4.710e-09 7.003e-03 2.251e-08 3.111e-02 8.822e-09 2.980e-02 3.996e-02 2.333e-08 2.278e-09 1.707e-04 6.385e-09 1.111e-01 3.339e-09 3.638e-02 1.553e-01 7.016e-04 2.034e-02 1.296e-03 4.467e-05 2.017e-08 1.756e-02 4.261e-02 5.749e-09 +90 TP 2 1.758e-03 1.223e-02 1.494e-10 6.382e-09 6.507e-10 1.211e-09 2.480e-06 1.037e-09 1.334e-02 8.761e-09 2.186e-09 2.116e-09 7.942e-10 1.915e-09 2.844e-05 5.209e-05 2.031e-09 8.144e-10 1.420e-09 2.285e-09 9.716e-01 2.961e-09 2.094e-07 2.096e-09 6.203e-04 1.742e-09 8.997e-09 9.082e-09 3.385e-04 4.116e-09 +90 TP 3 3.404e-07 3.216e-07 1.793e-04 2.549e-07 1.166e-01 7.457e-02 2.264e-04 3.183e-02 5.405e-01 2.935e-07 2.533e-07 3.230e-07 1.137e-02 3.039e-07 7.478e-07 2.356e-07 2.889e-07 5.292e-02 1.077e-01 2.514e-07 5.621e-07 3.346e-07 3.616e-07 1.008e-02 1.496e-02 3.368e-07 2.164e-03 2.813e-07 3.694e-02 2.735e-07 +90 TP 4 2.355e-09 9.890e-09 8.190e-10 8.366e-01 1.910e-09 1.919e-09 1.841e-09 2.432e-09 2.685e-02 1.239e-01 7.891e-05 2.016e-09 2.150e-09 1.282e-04 2.721e-08 2.298e-04 1.906e-09 1.949e-09 2.815e-09 3.316e-03 6.253e-08 7.540e-06 2.518e-09 1.706e-09 2.255e-09 2.391e-09 1.930e-09 8.881e-03 1.758e-09 1.979e-09 +90 TP 5 6.191e-08 6.991e-08 2.070e-04 1.603e-08 1.512e-02 1.295e-01 1.861e-02 7.139e-06 1.243e-07 2.222e-08 1.031e-05 3.437e-02 2.193e-02 1.292e-01 5.533e-08 1.514e-03 3.137e-08 6.089e-02 1.030e-01 7.565e-09 6.129e-08 9.646e-08 3.301e-06 1.515e-02 1.433e-06 4.500e-01 2.041e-02 1.229e-04 1.470e-08 2.443e-07 +90 TP 6 3.804e-05 3.608e-06 4.031e-07 6.375e-06 5.591e-03 4.156e-01 2.567e-02 9.262e-02 1.384e-02 2.932e-09 9.013e-04 8.402e-02 1.128e-02 6.048e-02 8.910e-09 5.558e-10 4.772e-02 4.567e-03 4.489e-02 3.992e-10 1.582e-08 1.039e-03 2.584e-04 2.597e-03 1.039e-01 7.396e-02 6.130e-04 1.393e-03 1.141e-06 9.001e-03 +90 TP 7 8.677e-09 1.066e-04 1.581e-09 1.104e-08 7.451e-09 7.279e-01 5.429e-05 9.815e-03 5.222e-07 1.307e-06 6.358e-03 2.712e-02 5.413e-03 2.046e-02 2.107e-02 1.936e-09 2.293e-07 4.376e-06 5.212e-02 2.122e-09 4.075e-07 6.421e-04 7.751e-03 6.659e-08 1.338e-02 6.774e-02 3.912e-07 8.050e-09 4.035e-03 3.607e-02 +90 TP 8 2.070e-02 2.266e-08 5.680e-05 3.096e-09 8.789e-03 6.804e-02 5.100e-03 4.238e-02 3.031e-07 1.292e-08 9.510e-02 2.981e-02 9.495e-03 2.917e-01 1.289e-08 1.967e-09 7.712e-03 2.045e-03 1.055e-02 1.931e-09 3.375e-08 1.341e-02 7.226e-02 8.647e-09 8.242e-02 1.565e-01 3.012e-02 3.883e-05 4.497e-03 4.928e-02 +90 TP 9 5.023e-05 5.689e-08 2.721e-12 8.975e-11 1.726e-11 6.733e-11 3.549e-11 8.302e-10 9.693e-01 3.105e-10 1.393e-09 6.154e-11 2.744e-11 2.361e-10 2.968e-03 6.830e-12 4.880e-05 2.535e-11 4.784e-10 1.305e-11 2.768e-02 5.031e-11 7.433e-11 2.684e-10 5.197e-11 1.043e-10 7.043e-11 8.115e-11 1.898e-11 1.353e-10 +90 TP 10 1.427e-09 8.048e-09 4.091e-06 1.357e-02 5.712e-10 7.606e-10 6.674e-10 2.992e-09 2.603e-08 7.378e-01 6.754e-10 1.551e-09 5.944e-10 1.022e-09 1.434e-08 4.256e-10 5.562e-04 1.261e-09 7.563e-08 7.677e-04 2.467e-01 1.441e-09 1.854e-09 9.901e-10 1.163e-09 5.462e-04 6.277e-05 1.099e-09 1.361e-09 1.717e-09 +90 TP 11 3.022e-01 1.422e-07 1.804e-04 1.318e-08 1.685e-02 1.831e-08 1.030e-01 9.314e-05 3.751e-07 3.766e-08 3.715e-02 2.151e-08 5.046e-02 6.512e-06 6.122e-08 9.007e-09 2.271e-08 1.329e-01 5.265e-06 7.073e-09 5.885e-08 1.655e-01 3.546e-08 9.262e-02 5.983e-08 1.136e-06 1.020e-08 8.528e-02 2.185e-08 1.366e-02 +90 TP 12 9.449e-03 2.620e-08 6.520e-04 3.516e-09 2.887e-03 2.997e-01 6.494e-02 5.332e-02 3.027e-07 2.848e-08 1.079e-08 1.001e-01 5.093e-02 1.639e-01 2.576e-08 2.582e-09 5.280e-02 5.673e-02 9.021e-09 2.795e-09 3.431e-08 1.009e-08 5.055e-06 1.175e-08 6.512e-02 7.935e-02 6.227e-09 9.134e-09 8.492e-05 1.051e-08 +90 TP 13 3.494e-06 3.418e-06 3.454e-09 6.104e-09 3.883e-03 3.166e-01 1.996e-08 7.388e-02 3.682e-07 1.400e-08 1.272e-08 2.318e-05 9.034e-02 1.004e-01 2.670e-02 2.973e-02 9.069e-09 7.949e-02 6.408e-02 6.373e-09 2.587e-08 3.123e-08 3.979e-02 4.638e-06 3.645e-06 8.921e-02 7.630e-09 1.527e-08 1.007e-08 8.591e-02 +90 TP 14 6.800e-02 2.361e-08 1.459e-09 2.941e-09 6.255e-05 1.630e-01 7.652e-02 2.092e-04 1.730e-07 1.007e-08 8.068e-02 3.479e-02 1.633e-02 1.014e-01 2.353e-08 1.788e-09 2.613e-07 4.013e-04 6.405e-03 1.766e-09 2.337e-08 2.658e-07 1.451e-01 3.830e-02 1.909e-01 7.118e-02 4.078e-09 4.010e-04 7.201e-09 6.305e-03 +90 TP 15 1.013e-09 3.265e-01 5.118e-11 3.129e-09 5.905e-10 8.836e-10 9.308e-10 1.118e-09 2.440e-01 5.040e-09 9.709e-10 2.233e-04 3.092e-10 9.079e-10 4.269e-01 3.755e-10 1.641e-09 4.527e-10 1.465e-06 1.639e-05 4.502e-04 1.587e-09 3.463e-09 1.507e-09 1.550e-03 3.118e-04 8.480e-07 1.091e-09 9.711e-09 1.193e-09 +90 TP 16 2.886e-02 4.426e-07 2.492e-05 9.171e-08 1.007e-07 1.356e-07 8.205e-03 1.011e-07 7.114e-07 2.610e-06 1.309e-07 9.717e-08 1.200e-02 1.096e-07 1.957e-07 2.836e-04 1.004e-07 1.116e-07 1.162e-07 9.186e-08 2.542e-07 1.303e-07 1.102e-07 4.208e-01 1.245e-07 1.083e-07 8.692e-08 1.158e-07 5.299e-01 1.028e-07 +90 TP 17 2.544e-02 3.885e-08 5.113e-04 3.191e-09 3.585e-02 1.385e-04 2.786e-01 3.386e-07 3.274e-07 2.117e-08 2.573e-02 3.138e-03 2.144e-02 1.025e-02 3.275e-08 2.934e-09 1.193e-01 5.618e-04 1.597e-08 2.843e-09 6.331e-08 1.377e-08 1.595e-01 2.889e-01 3.070e-02 2.954e-07 5.796e-09 7.670e-08 7.419e-08 4.271e-08 +90 TP 18 6.622e-03 8.784e-07 4.915e-09 1.507e-08 4.832e-02 2.133e-01 3.227e-02 6.345e-02 3.938e-07 4.721e-08 1.585e-08 1.463e-02 1.187e-07 4.552e-02 1.994e-07 5.956e-09 1.778e-08 1.718e-02 2.214e-01 6.130e-09 5.205e-08 4.567e-08 1.727e-03 4.276e-02 3.543e-02 1.340e-01 1.176e-08 1.816e-08 1.360e-02 1.097e-01 +90 TP 19 1.328e-06 3.096e-08 9.504e-10 2.815e-09 6.454e-05 1.731e-02 9.720e-09 2.036e-01 8.977e-08 8.306e-09 5.566e-09 1.077e-02 5.074e-09 2.203e-02 1.625e-08 1.545e-09 1.064e-05 2.033e-08 4.638e-01 1.272e-09 2.393e-08 6.062e-09 9.375e-03 2.241e-02 6.539e-09 1.863e-01 6.426e-02 3.523e-09 2.356e-05 6.319e-09 +90 TP 20 5.280e-09 4.343e-08 3.741e-09 3.518e-03 6.916e-09 1.049e-03 5.481e-09 5.541e-09 2.047e-06 2.516e-01 5.950e-09 8.002e-09 6.250e-09 6.813e-09 6.361e-07 4.737e-09 7.092e-09 6.070e-09 8.233e-09 7.295e-01 1.128e-07 2.119e-08 1.668e-08 6.904e-09 7.808e-09 7.639e-09 6.665e-09 1.440e-02 7.065e-09 6.104e-09 +90 TP 21 4.717e-08 2.741e-08 1.189e-11 5.445e-04 3.565e-10 2.876e-10 2.252e-10 3.253e-10 1.183e-01 1.661e-02 5.419e-10 7.437e-10 1.252e-10 3.214e-10 1.046e-01 8.991e-11 9.382e-05 1.216e-10 1.295e-07 1.084e-04 7.591e-01 4.102e-04 3.145e-10 1.779e-04 2.951e-10 4.232e-05 5.352e-10 1.520e-10 1.412e-05 1.698e-10 +90 TP 22 1.338e-01 2.815e-02 2.233e-09 1.626e-02 1.576e-08 3.851e-08 6.291e-07 8.754e-03 3.905e-07 2.069e-02 7.009e-09 1.230e-02 1.410e-07 1.291e-08 5.472e-02 4.218e-09 7.626e-09 2.123e-03 1.340e-01 7.728e-03 4.977e-07 3.474e-01 9.607e-06 2.002e-08 3.512e-02 1.862e-03 8.641e-07 3.963e-02 3.965e-03 1.535e-01 +90 TP 23 9.997e-07 5.164e-08 4.440e-04 3.004e-03 4.409e-02 1.765e-03 2.606e-02 2.244e-02 3.457e-01 1.863e-08 1.419e-08 1.126e-01 4.871e-02 8.959e-02 4.204e-08 4.297e-09 1.749e-08 1.199e-02 2.307e-07 4.820e-09 1.132e-07 1.194e-08 5.350e-08 7.865e-02 1.449e-04 1.068e-01 8.895e-09 1.851e-05 1.081e-01 1.518e-08 +90 TP 24 2.274e-02 4.277e-06 7.184e-05 4.429e-09 1.875e-02 3.231e-09 9.562e-03 7.453e-09 4.742e-02 3.716e-03 6.874e-05 7.391e-09 2.923e-02 6.231e-09 1.091e-08 3.769e-03 2.095e-03 5.199e-09 2.326e-08 3.008e-09 2.329e-02 5.587e-09 2.237e-08 4.616e-01 3.435e-09 1.350e-08 3.998e-09 1.880e-05 3.770e-01 6.569e-04 +90 TP 25 9.482e-05 1.995e-08 1.593e-04 2.334e-09 3.951e-02 1.345e-03 1.283e-01 1.248e-02 3.063e-07 6.445e-09 2.225e-02 7.334e-02 3.073e-02 1.162e-02 1.031e-08 9.524e-10 1.728e-01 2.999e-02 5.238e-04 8.099e-10 2.348e-08 1.011e-03 1.392e-06 3.363e-02 2.973e-01 7.682e-02 4.077e-09 1.896e-02 4.263e-03 4.491e-02 +90 TP 26 8.251e-03 1.522e-08 4.972e-04 2.035e-09 2.032e-07 2.162e-01 2.013e-03 6.541e-02 1.543e-07 9.020e-09 3.505e-08 1.945e-02 6.901e-03 8.024e-02 8.976e-09 1.244e-09 6.481e-04 3.784e-02 1.857e-05 1.269e-09 3.029e-08 5.246e-09 2.923e-03 6.987e-09 2.994e-01 9.806e-02 3.928e-08 3.889e-08 4.994e-09 1.621e-01 +90 TP 27 2.262e-01 3.099e-07 6.444e-04 7.623e-07 1.979e-04 3.232e-07 1.597e-04 2.347e-05 1.429e-04 9.489e-08 5.567e-02 1.242e-03 2.936e-08 7.829e-03 1.125e-07 1.643e-08 3.976e-02 1.613e-02 3.872e-08 9.535e-09 1.551e-07 8.631e-03 2.668e-05 2.787e-08 1.307e-03 7.435e-06 1.063e-01 1.899e-05 2.438e-08 5.357e-01 +90 TP 28 1.257e-02 2.217e-08 1.248e-09 8.489e-03 1.165e-03 2.593e-03 3.952e-09 5.249e-03 1.072e-07 1.327e-08 2.762e-07 8.534e-05 1.258e-02 3.533e-07 2.088e-08 2.586e-09 7.907e-04 7.535e-09 2.645e-01 2.877e-03 1.923e-08 6.621e-02 8.089e-03 6.579e-09 7.346e-09 1.140e-02 4.846e-02 5.459e-01 6.126e-07 9.019e-03 +90 TP 29 1.396e-04 8.640e-02 2.601e-09 6.883e-09 5.502e-03 7.202e-01 9.290e-09 3.255e-02 3.141e-07 9.800e-09 5.316e-09 1.749e-08 6.274e-09 9.853e-09 9.722e-07 3.274e-09 6.922e-09 8.023e-09 4.164e-05 1.300e-08 3.074e-08 5.954e-09 1.203e-02 4.216e-03 2.999e-08 1.389e-01 9.088e-09 1.458e-08 1.188e-08 1.438e-08 +90 TP 30 3.048e-04 4.871e-08 4.906e-04 3.602e-09 2.297e-02 4.485e-05 5.280e-02 2.435e-07 3.477e-07 1.619e-08 1.562e-03 7.886e-09 5.680e-02 2.321e-04 1.660e-08 1.622e-09 1.044e-08 4.955e-04 8.993e-08 1.853e-09 3.847e-08 3.928e-02 1.887e-07 3.730e-02 5.805e-02 4.243e-06 4.042e-09 3.176e-01 4.877e-07 4.120e-01 From 46d1d6f81a8710e49d61c5d73ba2bec0a69863ea Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 16:48:42 +0200 Subject: [PATCH 351/365] added pbsim3 model path as option --- mess/__main__.py | 6 ++++-- mess/util.py | 12 +++++++++--- mess/workflow/Snakefile | 1 + mess/workflow/simulate.smk | 1 + 4 files changed, 15 insertions(+), 5 deletions(-) diff --git a/mess/__main__.py b/mess/__main__.py index 70fbdcb..03494ca 100644 --- a/mess/__main__.py +++ b/mess/__main__.py @@ -428,9 +428,11 @@ def hmp_template(site, sample, **kwargs): """Download and simulate healthy human microbiome templates""" # Config to add or update in configfile if sample == None: - kwargs["input"] = snake_base(os.path.join("data", site)) + kwargs["input"] = snake_base(os.path.join("data", "hmp_templates", site)) else: - kwargs["input"] = snake_base(os.path.join("data", site, f"{sample}.tsv")) + kwargs["input"] = snake_base( + os.path.join("data", "hmp_templates", site, f"{sample}.tsv") + ) merge_config = {"args": kwargs} run_snakemake( # Full path to Snakefile diff --git a/mess/util.py b/mess/util.py index 1e65112..1b082ea 100644 --- a/mess/util.py +++ b/mess/util.py @@ -188,11 +188,17 @@ def sim_options(func): default="1G", show_default=True, ), + click.option( + "--model-path", + help="Path to pbsim3 sequencing error models", + type=click.Path(), + default=snake_base(os.path.join("data", "models", "pbsim3")), + show_default=True, + ), click.option( "--model", - help="PBSIM3 sequencing error model", - type=str, - default=None, + help="Path to pbsim3 sequencing error models", + type=click.Choice(["QSHMM-ONT-HQ", "QSHMM-ONT", "QSHMM-RSII"]), ), click.option( "--ratio", diff --git a/mess/workflow/Snakefile b/mess/workflow/Snakefile index 3c8c9b7..b7f1784 100644 --- a/mess/workflow/Snakefile +++ b/mess/workflow/Snakefile @@ -105,6 +105,7 @@ MAX_LEN = config.args.max_len SD_LEN = config.args.sd_len PASSES = config.args.passes ACCURACY = config.args.accuracy +MODEL_PATH = config.args.model_path MODEL = config.args.model RATIO = config.args.ratio # simulate reads diff --git a/mess/workflow/simulate.smk b/mess/workflow/simulate.smk index ea727b6..222bb5a 100644 --- a/mess/workflow/simulate.smk +++ b/mess/workflow/simulate.smk @@ -85,6 +85,7 @@ MAX_LEN = config.args.max_len SD_LEN = config.args.sd_len PASSES = config.args.passes ACCURACY = config.args.accuracy +MODEL_PATH = config.args.model_path MODEL = config.args.model RATIO = config.args.ratio From 35f8ae47ff3dcab8761f70f67c12b3b5713eeca2 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 16:48:57 +0200 Subject: [PATCH 352/365] added conda envs --- mess/workflow/envs/curl.yml | 6 ++++++ mess/workflow/envs/pigz.yml | 6 ++++++ mess/workflow/envs/sed.yml | 6 ++++++ mess/workflow/envs/tar.yml | 6 ++++++ 4 files changed, 24 insertions(+) create mode 100644 mess/workflow/envs/curl.yml create mode 100644 mess/workflow/envs/pigz.yml create mode 100644 mess/workflow/envs/sed.yml create mode 100644 mess/workflow/envs/tar.yml diff --git a/mess/workflow/envs/curl.yml b/mess/workflow/envs/curl.yml new file mode 100644 index 0000000..0f44a4c --- /dev/null +++ b/mess/workflow/envs/curl.yml @@ -0,0 +1,6 @@ +name: curl +channels: + - conda-forge + - defaults +dependencies: + - curl>=8.7.1 diff --git a/mess/workflow/envs/pigz.yml b/mess/workflow/envs/pigz.yml new file mode 100644 index 0000000..bedda7a --- /dev/null +++ b/mess/workflow/envs/pigz.yml @@ -0,0 +1,6 @@ +name: pigz +channels: + - conda-forge + - defaults +dependencies: + - pigz>=2.8 diff --git a/mess/workflow/envs/sed.yml b/mess/workflow/envs/sed.yml new file mode 100644 index 0000000..5d97977 --- /dev/null +++ b/mess/workflow/envs/sed.yml @@ -0,0 +1,6 @@ +name: sed +channels: + - conda-forge + - defaults +dependencies: + - sed>=4.8 diff --git a/mess/workflow/envs/tar.yml b/mess/workflow/envs/tar.yml new file mode 100644 index 0000000..57fcef5 --- /dev/null +++ b/mess/workflow/envs/tar.yml @@ -0,0 +1,6 @@ +name: tar +channels: + - conda-forge + - defaults +dependencies: + - tar>=1.34 From 7f4d797234d939ddf5e38331bbd09d0ba7303d4d Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 16:50:13 +0200 Subject: [PATCH 353/365] moved long reads processing to reads.smk --- mess/workflow/rules/processing/reads.smk | 142 +++++++++++++++++++++++ 1 file changed, 142 insertions(+) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index fdba33f..07a38bc 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -10,6 +10,142 @@ if PAIRED: fastq = os.path.join(fastq_dir, "{sample}", "{fasta}", "{contig}{p}.fq") fastq_gz = temp(os.path.join(fastq_dir, "{sample}", "{fasta}", "{contig}{p}.fq.gz")) +# hifi reads post processing +if PASSES > 1: + + rule ccs_sam_to_bam: + input: + os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.sam"), + output: + temp( + os.path.join( + dir.out.base, + "ccs", + "{sample}", + "{fasta}", + "{contig}.ccs.bam", + ) + ), + benchmark: + os.path.join( + dir.out.bench, + "samtools", + "sam2bam", + "{sample}", + "{fasta}_{contig}.txt", + ) + log: + os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") + shell: + """ + samtools view -@ {threads} -bS {input} | \ + samtools sort -@ {threads} > {output} 2> {log} + """ + + rule ccs_bam_to_fastq: + input: + os.path.join(dir.out.base, "ccs", "{sample}", "{fasta}", "{contig}.ccs.bam"), + output: + fq=temp( + os.path.join( + dir.out.long, + "{sample}", + "{fasta}", + "{contig}.fq.gz", + ) + ), + json=temp( + os.path.join( + dir.out.long, + "{sample}", + "{fasta}", + "{contig}.zmw_metrics.json.gz", + ) + ), + benchmark: + os.path.join(dir.out.bench, "ccs", "{sample}", "{fasta}", "{contig}.txt") + log: + os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), + params: + passes=PASSES, + accuracy=ACCURACY, + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.norm.time, + threads: config.resources.norm.cpu + conda: + os.path.join(dir.env, "pbccs.yml") + shell: + """ + MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ + ccs -j {threads} --min-passes {params.passes} \\ + --min-rq {params.accuracy} {input} {output.fq} --report-file {log} + """ + + +# PBSIM3 bam pre-processing +if BAM: + + rule add_reference_name: + input: + maf=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.maf"), + fa=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.ref"), + output: + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf")), + params: + seqname=lambda wildcards, input: get_header(input.fa), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + conda: + os.path.join(dir.env, "sed.yml") + shell: + """ + sed 's/ref/{params.seqname}/g' {input.maf} > {output} + """ + + rule convert_maf_to_sam: + input: + os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf"), + output: + temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.sam")), + benchmark: + os.path.join( + dir.out.logs, + "bioconvert", + "maf2sam", + "{sample}", + "{fasta}_{contig}.txt", + ) + log: + os.path.join( + dir.out.logs, + "bioconvert", + "maf2sam", + "{sample}", + "{fasta}_{contig}.log", + ), + resources: + mem_mb=config.resources.sml.mem, + mem=str(config.resources.sml.mem) + "MB", + time=config.resources.sml.time, + threads: config.resources.sml.cpu + conda: + os.path.join(dir.env, "bioconvert.yml") + shell: + """ + bioconvert {input} {output} 2> {log} + """ + rule convert_sam_to_bam: input: @@ -110,6 +246,8 @@ if BAM: mem_mb=config.resources.sml.mem, mem=str(config.resources.sml.mem) + "MB", time=config.resources.sml.time, + conda: + os.path.join(dir.env, "curl.yml") shell: """ curl ftp://ftp.ncbi.nih.gov/pub/taxonomy/taxdump.tar.gz -o {output} 2> {log} @@ -133,6 +271,8 @@ if BAM: time=config.resources.sml.time, log: os.path.join(dir.out.logs, "wget", "taxdump.log"), + conda: + os.path.join(dir.env, "tar.yml") shell: """ tar -xzvf {input} -C {params.dir} &> {log} @@ -239,6 +379,8 @@ rule compress_contig_fastqs: mem=str(config.resources.sml.mem) + "MB", time=config.resources.sml.time, threads: config.resources.sml.cpu + conda: + os.path.join(dir.env, "pigz.yml") shell: """ pigz -p {threads} {input} From d2b8bb3100db7f9937dc13dbb5d1cd8551b0f313 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 16:50:38 +0200 Subject: [PATCH 354/365] added file renaming in pbsim3 rule --- mess/workflow/rules/simulate/long_reads.smk | 179 +++----------------- 1 file changed, 19 insertions(+), 160 deletions(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index d436aa0..a148c98 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,17 +1,22 @@ +prefix = os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}") +if PASSES > 1: + pbsim3_out = temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.sam")) + rrename = f"mv {prefix}_0001.sam {prefix}.sam" +else: + pbsim3_out = temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq")) + rename = f"mv {prefix}_0001.fastq {prefix}.fq" + + rule pbsim3: input: fa=os.path.join(dir.out.base, "split", "{fasta}_{contig}.fna"), df=get_cov_table, output: - temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam")) - if PASSES > 1 - else temp( - os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.fastq") - ), - temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.maf")), - temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.ref")), + pbsim3_out, + temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.maf")), + temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.ref")), params: - model=os.path.join(os.environ["CONDA_PREFIX"], "data", f"{MODEL}.model"), + model=os.path.join(MODEL_PATH, f"{MODEL}.model"), ratio=RATIO, meanlen=MEAN_LEN, lensd=SD_LEN, @@ -21,7 +26,8 @@ rule pbsim3: accuracy=ACCURACY, cov=lambda wildcards, input: get_value(input.df, wildcards, "cov_sim"), seed=lambda wildcards, input: int(get_value(input.df, wildcards, "seed")), - prefix=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}"), + prefix=prefix, + reads_rename=rename, benchmark: os.path.join(dir.out.bench, "pbsim3", "{sample}", "{fasta}", "{contig}.txt") log: @@ -47,155 +53,8 @@ rule pbsim3: --pass-num {params.passes} \\ --accuracy-mean {params.accuracy} \\ --depth {params.cov} --genome {input.fa} &> {log} + + mv {params.prefix}_0001.maf {params.prefix}.maf + mv {params.prefix}_0001.ref {params.prefix}.ref + {params.reads_rename} """ - - -if PASSES > 1: - - rule ccs_sam_to_bam: - input: - os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.sam"), - output: - temp( - os.path.join( - dir.out.base, - "ccs", - "{sample}", - "{fasta}", - "{contig}.ccs.bam", - ) - ), - benchmark: - os.path.join( - dir.out.bench, - "samtools", - "sam2bam", - "{sample}", - "{fasta}_{contig}.txt", - ) - log: - os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.norm.time, - threads: config.resources.norm.cpu - conda: - os.path.join(dir.env, "bioconvert.yml") - shell: - """ - samtools view -@ {threads} -bS {input} | \ - samtools sort -@ {threads} > {output} 2> {log} - """ - - rule ccs_bam_to_fastq: - input: - os.path.join(dir.out.base, "ccs", "{sample}", "{fasta}", "{contig}.ccs.bam"), - output: - fq=temp( - os.path.join( - dir.out.long, - "{sample}", - "{fasta}", - "{contig}.fq.gz", - ) - ), - json=temp( - os.path.join( - dir.out.long, - "{sample}", - "{fasta}", - "{contig}.zmw_metrics.json.gz", - ) - ), - benchmark: - os.path.join(dir.out.bench, "ccs", "{sample}", "{fasta}", "{contig}.txt") - log: - os.path.join(dir.out.logs, "ccs", "{sample}", "{fasta}", "{contig}.log"), - params: - passes=PASSES, - accuracy=ACCURACY, - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.norm.time, - threads: config.resources.norm.cpu - conda: - os.path.join(dir.env, "pbccs.yml") - shell: - """ - MIMALLOC_PAGE_RESET=0 MIMALLOC_LARGE_OS_PAGES=1 \\ - ccs -j {threads} --min-passes {params.passes} \\ - --min-rq {params.accuracy} {input} {output.fq} --report-file {log} - """ - - -if BAM: - - rule add_reference_name: - input: - maf=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.maf"), - fa=os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.ref"), - output: - temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf")), - params: - seqname=lambda wildcards, input: get_header(input.fa), - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.sml.time, - shell: - """ - sed 's/ref/{params.seqname}/g' {input.maf} > {output} - """ - - rule convert_maf_to_sam: - input: - os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.maf"), - output: - temp(os.path.join(dir.out.bam, "{sample}", "{fasta}", "{contig}.sam")), - benchmark: - os.path.join( - dir.out.logs, - "bioconvert", - "maf2sam", - "{sample}", - "{fasta}_{contig}.txt", - ) - log: - os.path.join( - dir.out.logs, - "bioconvert", - "maf2sam", - "{sample}", - "{fasta}_{contig}.log", - ), - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.sml.time, - threads: config.resources.sml.cpu - conda: - os.path.join(dir.env, "bioconvert.yml") - shell: - """ - bioconvert {input} {output} 2> {log} - """ - - -if PASSES == 1: - - rule rename_single_pass_fastq: - input: - os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}_0001.fastq"), - output: - temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq")), - resources: - mem_mb=config.resources.sml.mem, - mem=str(config.resources.sml.mem) + "MB", - time=config.resources.sml.time, - threads: config.resources.sml.cpu - shell: - """ - mv {input} {output} - """ From befd65324668831744ac602c04fcbd9d19266eff Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 16:50:51 +0200 Subject: [PATCH 355/365] moved hmp_templates --- mess/data/{ => hmp_templates}/buccal_mucosa/SRS013506.tsv | 0 mess/data/{ => hmp_templates}/buccal_mucosa/SRS019352.tsv | 0 mess/data/{ => hmp_templates}/buccal_mucosa/SRS050029.tsv | 0 mess/data/{ => hmp_templates}/buccal_mucosa/SRS054569.tsv | 0 mess/data/{ => hmp_templates}/buccal_mucosa/SRS056042.tsv | 0 mess/data/{ => hmp_templates}/gut/SRS1041031.tsv | 0 mess/data/{ => hmp_templates}/gut/SRS1041129.tsv | 0 mess/data/{ => hmp_templates}/gut/SRS104912.tsv | 0 mess/data/{ => hmp_templates}/gut/SRS105082.tsv | 0 mess/data/{ => hmp_templates}/gut/SRS147088.tsv | 0 mess/data/{ => hmp_templates}/throat/SRS014475.tsv | 0 mess/data/{ => hmp_templates}/throat/SRS014689.tsv | 0 mess/data/{ => hmp_templates}/throat/SRS065335.tsv | 0 mess/data/{ => hmp_templates}/throat/SRS143032.tsv | 0 mess/data/{ => hmp_templates}/throat/SRS144378.tsv | 0 mess/data/{ => hmp_templates}/vagina/SRS097885.tsv | 0 mess/data/{ => hmp_templates}/vagina/SRS098585.tsv | 0 mess/data/{ => hmp_templates}/vagina/SRS142957.tsv | 0 mess/data/{ => hmp_templates}/vagina/SRS143776.tsv | 0 mess/data/{ => hmp_templates}/vagina/SRS146847.tsv | 0 20 files changed, 0 insertions(+), 0 deletions(-) rename mess/data/{ => hmp_templates}/buccal_mucosa/SRS013506.tsv (100%) rename mess/data/{ => hmp_templates}/buccal_mucosa/SRS019352.tsv (100%) rename mess/data/{ => hmp_templates}/buccal_mucosa/SRS050029.tsv (100%) rename mess/data/{ => hmp_templates}/buccal_mucosa/SRS054569.tsv (100%) rename mess/data/{ => hmp_templates}/buccal_mucosa/SRS056042.tsv (100%) rename mess/data/{ => hmp_templates}/gut/SRS1041031.tsv (100%) rename mess/data/{ => hmp_templates}/gut/SRS1041129.tsv (100%) rename mess/data/{ => hmp_templates}/gut/SRS104912.tsv (100%) rename mess/data/{ => hmp_templates}/gut/SRS105082.tsv (100%) rename mess/data/{ => hmp_templates}/gut/SRS147088.tsv (100%) rename mess/data/{ => hmp_templates}/throat/SRS014475.tsv (100%) rename mess/data/{ => hmp_templates}/throat/SRS014689.tsv (100%) rename mess/data/{ => hmp_templates}/throat/SRS065335.tsv (100%) rename mess/data/{ => hmp_templates}/throat/SRS143032.tsv (100%) rename mess/data/{ => hmp_templates}/throat/SRS144378.tsv (100%) rename mess/data/{ => hmp_templates}/vagina/SRS097885.tsv (100%) rename mess/data/{ => hmp_templates}/vagina/SRS098585.tsv (100%) rename mess/data/{ => hmp_templates}/vagina/SRS142957.tsv (100%) rename mess/data/{ => hmp_templates}/vagina/SRS143776.tsv (100%) rename mess/data/{ => hmp_templates}/vagina/SRS146847.tsv (100%) diff --git a/mess/data/buccal_mucosa/SRS013506.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS013506.tsv similarity index 100% rename from mess/data/buccal_mucosa/SRS013506.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS013506.tsv diff --git a/mess/data/buccal_mucosa/SRS019352.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS019352.tsv similarity index 100% rename from mess/data/buccal_mucosa/SRS019352.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS019352.tsv diff --git a/mess/data/buccal_mucosa/SRS050029.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS050029.tsv similarity index 100% rename from mess/data/buccal_mucosa/SRS050029.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS050029.tsv diff --git a/mess/data/buccal_mucosa/SRS054569.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS054569.tsv similarity index 100% rename from mess/data/buccal_mucosa/SRS054569.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS054569.tsv diff --git a/mess/data/buccal_mucosa/SRS056042.tsv b/mess/data/hmp_templates/buccal_mucosa/SRS056042.tsv similarity index 100% rename from mess/data/buccal_mucosa/SRS056042.tsv rename to mess/data/hmp_templates/buccal_mucosa/SRS056042.tsv diff --git a/mess/data/gut/SRS1041031.tsv b/mess/data/hmp_templates/gut/SRS1041031.tsv similarity index 100% rename from mess/data/gut/SRS1041031.tsv rename to mess/data/hmp_templates/gut/SRS1041031.tsv diff --git a/mess/data/gut/SRS1041129.tsv b/mess/data/hmp_templates/gut/SRS1041129.tsv similarity index 100% rename from mess/data/gut/SRS1041129.tsv rename to mess/data/hmp_templates/gut/SRS1041129.tsv diff --git a/mess/data/gut/SRS104912.tsv b/mess/data/hmp_templates/gut/SRS104912.tsv similarity index 100% rename from mess/data/gut/SRS104912.tsv rename to mess/data/hmp_templates/gut/SRS104912.tsv diff --git a/mess/data/gut/SRS105082.tsv b/mess/data/hmp_templates/gut/SRS105082.tsv similarity index 100% rename from mess/data/gut/SRS105082.tsv rename to mess/data/hmp_templates/gut/SRS105082.tsv diff --git a/mess/data/gut/SRS147088.tsv b/mess/data/hmp_templates/gut/SRS147088.tsv similarity index 100% rename from mess/data/gut/SRS147088.tsv rename to mess/data/hmp_templates/gut/SRS147088.tsv diff --git a/mess/data/throat/SRS014475.tsv b/mess/data/hmp_templates/throat/SRS014475.tsv similarity index 100% rename from mess/data/throat/SRS014475.tsv rename to mess/data/hmp_templates/throat/SRS014475.tsv diff --git a/mess/data/throat/SRS014689.tsv b/mess/data/hmp_templates/throat/SRS014689.tsv similarity index 100% rename from mess/data/throat/SRS014689.tsv rename to mess/data/hmp_templates/throat/SRS014689.tsv diff --git a/mess/data/throat/SRS065335.tsv b/mess/data/hmp_templates/throat/SRS065335.tsv similarity index 100% rename from mess/data/throat/SRS065335.tsv rename to mess/data/hmp_templates/throat/SRS065335.tsv diff --git a/mess/data/throat/SRS143032.tsv b/mess/data/hmp_templates/throat/SRS143032.tsv similarity index 100% rename from mess/data/throat/SRS143032.tsv rename to mess/data/hmp_templates/throat/SRS143032.tsv diff --git a/mess/data/throat/SRS144378.tsv b/mess/data/hmp_templates/throat/SRS144378.tsv similarity index 100% rename from mess/data/throat/SRS144378.tsv rename to mess/data/hmp_templates/throat/SRS144378.tsv diff --git a/mess/data/vagina/SRS097885.tsv b/mess/data/hmp_templates/vagina/SRS097885.tsv similarity index 100% rename from mess/data/vagina/SRS097885.tsv rename to mess/data/hmp_templates/vagina/SRS097885.tsv diff --git a/mess/data/vagina/SRS098585.tsv b/mess/data/hmp_templates/vagina/SRS098585.tsv similarity index 100% rename from mess/data/vagina/SRS098585.tsv rename to mess/data/hmp_templates/vagina/SRS098585.tsv diff --git a/mess/data/vagina/SRS142957.tsv b/mess/data/hmp_templates/vagina/SRS142957.tsv similarity index 100% rename from mess/data/vagina/SRS142957.tsv rename to mess/data/hmp_templates/vagina/SRS142957.tsv diff --git a/mess/data/vagina/SRS143776.tsv b/mess/data/hmp_templates/vagina/SRS143776.tsv similarity index 100% rename from mess/data/vagina/SRS143776.tsv rename to mess/data/hmp_templates/vagina/SRS143776.tsv diff --git a/mess/data/vagina/SRS146847.tsv b/mess/data/hmp_templates/vagina/SRS146847.tsv similarity index 100% rename from mess/data/vagina/SRS146847.tsv rename to mess/data/hmp_templates/vagina/SRS146847.tsv From 3d0797da8087efa5c7c3964f171393106ddf2d65 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 16:59:13 +0200 Subject: [PATCH 356/365] updated minimum python version, constrained pulp --- setup.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/setup.py b/setup.py index 36e39ea..ebd9466 100644 --- a/setup.py +++ b/setup.py @@ -32,9 +32,9 @@ def get_data_files(): "Natural Language :: English", "Operating System :: POSIX :: Linux", "Operating System :: MacOS :: MacOS X", - "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", "Topic :: Scientific/Engineering :: Bio-Informatics", ] @@ -42,7 +42,7 @@ def get_data_files(): name="mess", packages=find_packages(), url="https://github.com/metagenlab/MeSS", - python_requires=">=3.9", + python_requires=">=3.10", description="Snakemake pipeline for simulating short and long read metagenomes", long_description=get_description(), long_description_content_type="text/markdown", @@ -53,6 +53,7 @@ def get_data_files(): py_modules=["mess"], install_requires=[ "snakemake>=7.32.4", + "pulp<2.8", "snaketool-utils>=0.0.5", "attrmap>=0.0.7", "pyyaml>=6.0.1", From 11676a53a149ccb19612dcd2fdec511c53e0d001 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 17:29:32 +0200 Subject: [PATCH 357/365] fixed variable name --- mess/workflow/rules/simulate/long_reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/rules/simulate/long_reads.smk b/mess/workflow/rules/simulate/long_reads.smk index a148c98..c18f7a1 100644 --- a/mess/workflow/rules/simulate/long_reads.smk +++ b/mess/workflow/rules/simulate/long_reads.smk @@ -1,7 +1,7 @@ prefix = os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}") if PASSES > 1: pbsim3_out = temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.sam")) - rrename = f"mv {prefix}_0001.sam {prefix}.sam" + rename = f"mv {prefix}_0001.sam {prefix}.sam" else: pbsim3_out = temp(os.path.join(dir.out.long, "{sample}", "{fasta}", "{contig}.fq")) rename = f"mv {prefix}_0001.fastq {prefix}.fq" From aa51cc99578ce9c16098add6dd53574b6fa0cca3 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 17:30:43 +0200 Subject: [PATCH 358/365] test on python 3.12 only --- .github/workflows/unit-tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 391d3a1..77fb946 100644 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -32,7 +32,7 @@ jobs: fail-fast: false matrix: os: [macos-latest, ubuntu-latest] - python-version: ["3.10", "3.11", "3.12"] + python-version: "3.12" steps: - uses: "actions/checkout@v3" From 2b7adcea7db37ba414892768c3f2fa312982936d Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 17:31:05 +0200 Subject: [PATCH 359/365] decreased coverage for tests --- mess/test_data/minimal_test.tsv | 4 ++-- mess/test_data/simulate_test.tsv | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/mess/test_data/minimal_test.tsv b/mess/test_data/minimal_test.tsv index 482abb5..d533b26 100644 --- a/mess/test_data/minimal_test.tsv +++ b/mess/test_data/minimal_test.tsv @@ -1,3 +1,3 @@ taxon nb cov_sim sample -staphylococcus_aureus 1 1 sample1 -1290 1 1 sample2 +staphylococcus_aureus 1 0.1 sample1 +1290 1 0.1 sample2 diff --git a/mess/test_data/simulate_test.tsv b/mess/test_data/simulate_test.tsv index 9d2bf37..84fa6c6 100644 --- a/mess/test_data/simulate_test.tsv +++ b/mess/test_data/simulate_test.tsv @@ -1,3 +1,3 @@ fasta tax_id cov_sim sample -GCF_000418345.1 1280 1 sample1 -GCF_003812505.1 1290 1 sample2 \ No newline at end of file +GCF_000418345.1 1280 0.1 sample1 +GCF_003812505.1 1290 0.1 sample2 \ No newline at end of file From 360d9c60852ddb0ba8aae4a92399a72bfc5fea40 Mon Sep 17 00:00:00 2001 From: farchaab Date: Tue, 16 Apr 2024 17:35:58 +0200 Subject: [PATCH 360/365] fixed python versions tests --- .github/workflows/unit-tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 77fb946..6b1438f 100644 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -32,7 +32,7 @@ jobs: fail-fast: false matrix: os: [macos-latest, ubuntu-latest] - python-version: "3.12" + python-version: ["3.10", "3.12"] steps: - uses: "actions/checkout@v3" From f976cc2fd0e9dcdcdf84cb0a08c91b36d1dd8b77 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 17 Apr 2024 09:02:36 +0200 Subject: [PATCH 361/365] fixed sed version for macos --- mess/workflow/envs/sed.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/envs/sed.yml b/mess/workflow/envs/sed.yml index 5d97977..0dd7978 100644 --- a/mess/workflow/envs/sed.yml +++ b/mess/workflow/envs/sed.yml @@ -3,4 +3,4 @@ channels: - conda-forge - defaults dependencies: - - sed>=4.8 + - sed>=4.7 From 6ebc6c4544f8049860d87287fa8f9797925717f3 Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 17 Apr 2024 09:03:39 +0200 Subject: [PATCH 362/365] fixed taxdump url --- mess/workflow/rules/processing/reads.smk | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 07a38bc..657b101 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -250,7 +250,8 @@ if BAM: os.path.join(dir.env, "curl.yml") shell: """ - curl ftp://ftp.ncbi.nih.gov/pub/taxonomy/taxdump.tar.gz -o {output} 2> {log} + curl https://ftp.ncbi.nih.gov/pub/taxonomy/taxdump.tar.gz \\ + -o {output} 2> {log} """ rule decompress_taxdump: From 1919cdb4294fdbe53e4bd191e5463573ddbcbbac Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 17 Apr 2024 11:32:50 +0200 Subject: [PATCH 363/365] improved envs formatting --- mess/workflow/envs/curl.yml | 2 +- mess/workflow/envs/pigz.yml | 2 +- mess/workflow/envs/sed.yml | 2 +- mess/workflow/envs/tar.yml | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/mess/workflow/envs/curl.yml b/mess/workflow/envs/curl.yml index 0f44a4c..bc8bf08 100644 --- a/mess/workflow/envs/curl.yml +++ b/mess/workflow/envs/curl.yml @@ -3,4 +3,4 @@ channels: - conda-forge - defaults dependencies: - - curl>=8.7.1 + - curl >=8.7.1 diff --git a/mess/workflow/envs/pigz.yml b/mess/workflow/envs/pigz.yml index bedda7a..ad08a20 100644 --- a/mess/workflow/envs/pigz.yml +++ b/mess/workflow/envs/pigz.yml @@ -3,4 +3,4 @@ channels: - conda-forge - defaults dependencies: - - pigz>=2.8 + - pigz >=2.8 diff --git a/mess/workflow/envs/sed.yml b/mess/workflow/envs/sed.yml index 0dd7978..7ecbf80 100644 --- a/mess/workflow/envs/sed.yml +++ b/mess/workflow/envs/sed.yml @@ -3,4 +3,4 @@ channels: - conda-forge - defaults dependencies: - - sed>=4.7 + - sed >=4.7 diff --git a/mess/workflow/envs/tar.yml b/mess/workflow/envs/tar.yml index 57fcef5..8f84537 100644 --- a/mess/workflow/envs/tar.yml +++ b/mess/workflow/envs/tar.yml @@ -3,4 +3,4 @@ channels: - conda-forge - defaults dependencies: - - tar>=1.34 + - tar >=1.34 From 41d6dfb20397a647d5c9ef427882ad5a8cb4567a Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 17 Apr 2024 11:33:21 +0200 Subject: [PATCH 364/365] removed zcat in anonymize reads --- mess/workflow/rules/processing/reads.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mess/workflow/rules/processing/reads.smk b/mess/workflow/rules/processing/reads.smk index 657b101..e04ecd5 100644 --- a/mess/workflow/rules/processing/reads.smk +++ b/mess/workflow/rules/processing/reads.smk @@ -505,7 +505,7 @@ if not SKIP_SHUFFLE: time=config.resources.norm.time, shell: """ - zcat {input} | seqkit replace \\ + seqkit seq {input} | seqkit replace \\ -p .+ -r "{params}" -o {output} 2> {log[0]} paste -d '\t' <(seqkit seq -n {output}) <(seqkit seq -n {input}) > {log[1]} """ From c811b4934e509bf7548b3ff4f9668db09d27a83f Mon Sep 17 00:00:00 2001 From: farchaab Date: Wed, 17 Apr 2024 11:33:28 +0200 Subject: [PATCH 365/365] removed hifi test --- tests/test_mess.py | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/tests/test_mess.py b/tests/test_mess.py index 9640341..cbc4146 100644 --- a/tests/test_mess.py +++ b/tests/test_mess.py @@ -79,10 +79,4 @@ def test_simulate_nanopore(): def test_simulate_pacbio(): """mess simulate pacbio reads""" exec_command(" ".join(cmd) + " --tech pacbio --bam") - remove_directory(outdir) - - -def test_simulate_pacbio_hifi(): - """mess simulate pacbio hifi reads""" - exec_command(" ".join(cmd) + " --tech pacbio --accuracy 0.999 --passes 2 --bam") - remove_directory(outdir) + remove_directory(outdir) \ No newline at end of file

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