About the Authors

Paulo F. Carvalho

Contributed equally to this work with: Paulo F. Carvalho, David W. Braithwaite

pcarvalh@indiana.edu

Affiliation Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States of America

David W. Braithwaite

Contributed equally to this work with: Paulo F. Carvalho, David W. Braithwaite

Affiliation Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States of America

Joshua R. de Leeuw

Affiliation Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States of America

Benjamin A. Motz

Affiliation Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States of America

Robert L. Goldstone

Affiliation Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: PFC DWB JRD BAM RLG. Performed the experiments: PFC DWB JRD BAM. Analyzed the data: PFC DWB JRD RLG. Contributed reagents/materials/analysis tools: PFC DWB JRD BAM RLG. Wrote the paper: PFC DWB JRD BAM RLG.