diff --git a/pr-preview/pr-193/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.html b/pr-preview/pr-193/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.html
index fa4ca181..6062eea1 100644
--- a/pr-preview/pr-193/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.html
+++ b/pr-preview/pr-193/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.html
@@ -424,7 +424,7 @@ <h2> Contents </h2>
             </div>
             <nav aria-label="Page">
                 <ul class="visible nav section-nav flex-column">
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-evaluating-the-arctic-sea-ice-thickness-in-the-cmip6-historical-experiments">🌍 Use case: Evaluating the Arctic sea ice thickness in the CMIP6 historical experiments</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-scientific-assessment-of-arctic-sea-ice-thickness-in-cmip6-to-inform-product-creation">🌍 Use case: Scientific assessment of Arctic sea ice thickness in CMIP6 to inform product creation</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-question">❓ Quality assessment question</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-statement">📢 Quality assessment statement</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methodology">📋 Methodology</a></li>
@@ -475,12 +475,12 @@ <h2> Contents </h2>
 <h1><span class="section-number">5.1.1. </span>Evaluation of the Arctic sea ice thickness in the CMIP6 historical experiments<a class="headerlink" href="#evaluation-of-the-arctic-sea-ice-thickness-in-the-cmip6-historical-experiments" title="Link to this heading">#</a></h1>
 <p>Production date: 2024-05-31</p>
 <p>Produced by: Timothy Williams, Nansen Environmental and Remote Sensing Center (NERSC)</p>
-<section id="use-case-evaluating-the-arctic-sea-ice-thickness-in-the-cmip6-historical-experiments">
-<h2>🌍 Use case: Evaluating the Arctic sea ice thickness in the CMIP6 historical experiments<a class="headerlink" href="#use-case-evaluating-the-arctic-sea-ice-thickness-in-the-cmip6-historical-experiments" title="Link to this heading">#</a></h2>
+<section id="use-case-scientific-assessment-of-arctic-sea-ice-thickness-in-cmip6-to-inform-product-creation">
+<h2>🌍 Use case: Scientific assessment of Arctic sea ice thickness in CMIP6 to inform product creation<a class="headerlink" href="#use-case-scientific-assessment-of-arctic-sea-ice-thickness-in-cmip6-to-inform-product-creation" title="Link to this heading">#</a></h2>
 </section>
 <section id="quality-assessment-question">
 <h2>❓ Quality assessment question<a class="headerlink" href="#quality-assessment-question" title="Link to this heading">#</a></h2>
-<p><strong>How well does the Arctic sea ice thickness in the CMIP6 historical experiments compare to sea ice thickness estimates from altimetry?</strong></p>
+<p><strong>- How well does the Arctic sea ice thickness in the CMIP6 historical experiments compare to sea ice thickness estimates from altimetry?</strong></p>
 </section>
 <section id="quality-assessment-statement">
 <h2>📢 Quality assessment statement<a class="headerlink" href="#quality-assessment-statement" title="Link to this heading">#</a></h2>
@@ -1277,7 +1277,7 @@ <h3>References<a class="headerlink" href="#references" title="Link to this headi
   </div>
   <nav class="bd-toc-nav page-toc">
     <ul class="visible nav section-nav flex-column">
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-evaluating-the-arctic-sea-ice-thickness-in-the-cmip6-historical-experiments">🌍 Use case: Evaluating the Arctic sea ice thickness in the CMIP6 historical experiments</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#use-case-scientific-assessment-of-arctic-sea-ice-thickness-in-cmip6-to-inform-product-creation">🌍 Use case: Scientific assessment of Arctic sea ice thickness in CMIP6 to inform product creation</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-question">❓ Quality assessment question</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#quality-assessment-statement">📢 Quality assessment statement</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methodology">📋 Methodology</a></li>
diff --git a/pr-preview/pr-193/_sources/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.ipynb b/pr-preview/pr-193/_sources/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.ipynb
index baddcf77..0b382d01 100644
--- a/pr-preview/pr-193/_sources/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.ipynb
+++ b/pr-preview/pr-193/_sources/Climate_Projections/CMIP6/climate_projections-cmip6_model-performance_q03.ipynb
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@@ -12,7 +12,7 @@
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@@ -30,15 +30,23 @@
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    "source": [
-    "# Evaluation of the Arctic sea ice thickness in the CMIP6 historical experiments\n",
+    "# Evaluation of the Arctic sea ice thickness in the CMIP6 historical experiments"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
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+   },
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     "Production date: 2024-05-31\n",
     "\n",
     "Produced by: Timothy Williams, Nansen Environmental and Remote Sensing Center (NERSC)\n",
     "\n",
-    "## 🌍 Use case: Evaluating the Arctic sea ice thickness in the CMIP6 historical experiments\n",
+    "## 🌍 Use case: Scientific assessment of Arctic sea ice thickness in CMIP6 to inform product creation\n",
     "\n",
     "## ❓ Quality assessment question\n",
-    "**How well does the Arctic sea ice thickness in the CMIP6 historical experiments compare to sea ice thickness estimates from altimetry?**\n",
+    "**- How well does the Arctic sea ice thickness in the CMIP6 historical experiments compare to sea ice thickness estimates from altimetry?**\n",
     "\n",
     "## 📢 Quality assessment statement\n",
     "\n",
diff --git a/pr-preview/pr-193/_sources/templates/template.ipynb b/pr-preview/pr-193/_sources/templates/template.ipynb
index 087a7093..6cc62c85 100644
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diff --git a/pr-preview/pr-193/searchindex.js b/pr-preview/pr-193/searchindex.js
index 9acd3c05..f6cc0229 100644
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\ No newline at end of file
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Section 2 title": [[15, "section-2-title"]], "2.1 Create the time series": [[1, "create-the-time-series"]], "2.2 Create the climatologies": [[1, "create-the-climatologies"]], "3. Results": [[1, "results"]], "3. Section 3 title": [[15, "section-3-title"]], "3.1 Time series of evaluation metrics": [[1, "time-series-of-evaluation-metrics"]], "3.2 Spatial distribution of errors": [[1, "spatial-distribution-of-errors"]], "3.3 Change in thickness over time": [[1, "change-in-thickness-over-time"]], "4. Section 4 title": [[15, "section-4-title"]], "5. 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