diff --git a/doc/JOSS/1.0/paper.md b/doc/JOSS/1.0/paper.md
index 9f327035b..d9f927a78 100644
--- a/doc/JOSS/1.0/paper.md
+++ b/doc/JOSS/1.0/paper.md
@@ -77,7 +77,7 @@ These issues lead to a number of problems with the reproducibility and reliabili
 
 ![A workflow diagram for how a world builder file can be used to create and visualize a geodynamic model.](workflow_diagram.png)
 
-The GWB has been used in several published studies to model global fault patterns, plume, and plate dynamics (@Saxena_Dannberg_etal_2023, @Gea_Negredo_etal_2023, @Sandiford_Craig_timothy_2023, and @vanderWiel_Hinsbergen_etal_2024). Other tools to solve this problem have emerged at around the same time as the first GWB release (@Fraters_Thieulot_etal_2019). Examples include GeomIO (@Bauville_Baumann_2019 and @Spang_Baumann_2022), which uses an approach based on vector graphics; Easy (https://easyinit.readthedocs.io/), which uses a more generic function-based approach; UWGeodynamics (@Beucher_Moresi_etal_2019), which is specifically designed for Underworld (@Moresi_Dufour_2002); and GemPy (@Varga_Schaaf_2019 and @Schaaf_Varga_2021), which is designed for structural modeling. The GWB was designed to be a more general planetary structure creator, using the methods shown below.
+The GWB has been used in several published studies to model global fault patterns, plume, and plate dynamics [@Saxena_Dannberg_etal_2023; @Gea_Negredo_etal_2023; @Sandiford_Craig_timothy_2023; and @vanderWiel_Hinsbergen_etal_2024]. Other tools to solve this problem have emerged at around the same time as the first GWB release [@Fraters_Thieulot_etal_2019]. Examples include GeomIO [@Bauville_Baumann_2019; @Spang_Baumann_2022], which uses an approach based on vector graphics; Easy (https://easyinit.readthedocs.io/), which uses a more generic function-based approach; UWGeodynamics [@Beucher_Moresi_etal_2019], which is specifically designed for Underworld [@Moresi_Dufour_2002]; and GemPy [@Varga_Schaaf_2019; @Schaaf_Varga_2021], which is designed for structural modeling. The GWB was designed to be a more general planetary structure creator, using the methods shown below.
 
 # Methods