diff --git a/paper_OJA.tex b/paper_OJA.tex
index 1a2866d..0184a5b 100644
--- a/paper_OJA.tex
+++ b/paper_OJA.tex
@@ -177,6 +177,7 @@
 J.~E. Campagne$^{1,\ast}$, 
 F. Lanusse$^2$,
 J. Zuntz$^3$,\\
+A. Boucaud$^8$,
 D.~Kirkby$^4$,
 D. Lanzieri$^2$,
 Y.~Li$^{5,6}$,
@@ -191,6 +192,7 @@
 \affiliation{$^5$Department of Mathematics and Theory, Peng Cheng Laboratory, Shenzhen, Guangdong 518066, China}
 \affiliation{$^6$Center for Computational Astrophysics \& Center for Computational Mathematics, Flatiron Institute, New York, New York 10010, USA}
 \affiliation{$^7$Ecole Polytechnique F\'ed\'erale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, Switzerland}
+\affiliation{$^8$Université de Paris, CNRS, Astroparticule et Cosmologie, F-75013 Paris, France}
 
 %\date{\today}
 
@@ -1065,11 +1067,12 @@ \section{Conclusions \& Prospects}
 
 %%%
 \section*{Credit authorship contribution statement}
+\textbf{A. Boucaud:} Software and comments.
 \textbf{J.E Campagne:} Conceptualization, Methodology, Software, Validation, Writing, Visualization.
-\textbf{F. Lanusse:}, Conceptualization, Methodology, Software, Validation, Writing, Project administration.
-\textbf{D. Lanzieri:}, Software and validation for redshift distribution.
+\textbf{F. Lanusse:} Conceptualization, Methodology, Software, Validation, Writing, Project administration.
+\textbf{D. Lanzieri:} Software and validation for redshift distribution.
 \textbf{J. Zuntz:} Investigation, Writing.
-\textbf{D.~Kirkby:}, Software and validation for sparse linear algebra.
+\textbf{D.~Kirkby:} Software and validation for sparse linear algebra.
 \textbf{A. Peel:} Software and validation for spline interpolations in JAX.
 
 %\section*{Declaration of Competing Interest}