Before revision:  The analysis is based on move-by-move data from chess tournaments and an identification strategy that compares behavior of professional chess players to a rational behavioral benchmark that is constructed using  modern chess engines .
After revision:  The analysis is based on move-by-move data from chess tournaments and an identification strategy that compares behavior of professional chess players relative to a computational benchmark of cognitively bounded rationality. This benchmark is constructed using modern chess engines .