About the Authors

Robert Fairlie

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

rfairlie@ucsc.edu (RF); glennm@ucsc.edu (GM)

Affiliation Department of Economics, University of California, Santa Cruz, California, United States of America

Glenn Millhauser

Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Visualization, Writing – original draft, Writing – review & editing

rfairlie@ucsc.edu (RF); glennm@ucsc.edu (GM)

Affiliation Department of Chemistry, University of California, Santa Cruz, California, United States of America

Daniel Oliver

Roles Data curation, Formal analysis, Investigation, Project administration, Supervision

Affiliation Education Research Alliance, Tulane University, New Orleans, Louisiana, United States of America

Randa Roland

Roles Data curation, Investigation, Project administration

Affiliation Department of Chemistry, University of California, Santa Cruz, California, United States of America

Competing Interests

No competing interests.