About the Authors

Maggie Oates

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

moates@cmu.edu

Affiliation Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

Kyle Crichton

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

Affiliation Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

Lorrie Cranor

Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliation Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

Storm Budwig

Roles Data curation, Formal analysis, Investigation

Affiliation Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

Erica J. L. Weston

Roles Data curation, Formal analysis, Investigation

Affiliation Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

Brigette M. Bernagozzi

Roles Data curation, Formal analysis, Investigation

Affiliation Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

Julie Pagaduan

Roles Data curation, Formal analysis, Investigation

Affiliation Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

Competing Interests

The authors have declared that no competing interests exist.