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Open Access
Peer-reviewed
Research Article
Using machine learning to understand age and gender classification based on infant temperament
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Maria A. Gartstein ,
Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing
* E-mail: gartstma@wsu.edu
Affiliation Washington State University, Pullman, WA, United States of America
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D. Erich Seamon,
Roles Conceptualization, Formal analysis, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliation University of Idaho, Moscow, ID, United States of America
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Jennifer A. Mattera,
Roles Conceptualization, Data curation, Methodology, Project administration, Writing – original draft, Writing – review & editing
Affiliation Washington State University, Pullman, WA, United States of America
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Michelle Bosquet Enlow,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Boston Children’s Hospital and Harvard Medical School, Boston, MA, United States of America
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Rosalind J. Wright,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliations Department of Pediatrics, Kravis Children’s Hospital, New York, NY, United States of America, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
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Koraly Perez-Edgar,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Pennsylvania State University, University Park, PA, United States of America
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Kristin A. Buss,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing
Affiliation Pennsylvania State University, University Park, PA, United States of America
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Vanessa LoBue,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing
Affiliation Rutgers University, New Brunswick, NJ, United States of America
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Martha Ann Bell,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Virginia Tech, Blacksburg, VA, United States of America
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Sherryl H. Goodman,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Emory University, Atlanta, GA, United States of America
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Susan Spieker,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of Washington, Seattle, WA, United States of America
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David J. Bridgett,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Northern Illinois University, DeKalb, IL, United States of America
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Amy L. Salisbury,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Virginia Commonwealth University, Richmond, VA, United States of America
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Megan R. Gunnar,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of Minnesota, Minneapolis, MN, United States of America
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Shanna B. Mliner,
Roles Data curation, Investigation, Project administration, Writing – original draft, Writing – review & editing
Affiliation University of Minnesota, Minneapolis, MN, United States of America
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Maria Muzik,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of Michigan, Ann Arbor, MI, United States of America
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Cynthia A. Stifter,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing
Affiliation Pennsylvania State University, University Park, PA, United States of America
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Elizabeth M. Planalp,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of Wisconsin, Madison, WI, United States of America
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Samuel A. Mehr,
Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Harvard University, Boston, MA, United States of America
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Elizabeth S. Spelke,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Harvard University, Boston, MA, United States of America
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Angela F. Lukowski,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of California, Irvine, CA, United States of America
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Ashley M. Groh,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft
Affiliation University of Missouri, Columbia, MO, United States of America
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Diane M. Lickenbrock,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Western Kentucky University, Bowling Green, KY, United States of America
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Rebecca Santelli,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of North Carolina, Chapel Hill, VA, United States of America
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Tina Du Rocher Schudlich,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Western Washington University, Bellingham, WA, United States of America
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Stephanie Anzman-Frasca,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of Buffalo, Buffalo, NY, United States of America
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Catherine Thrasher,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation University of Virginia, Charlottesville, VA, United States of America
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Anjolii Diaz,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Ball State University, Muncie, IN, United States of America
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Carolyn Dayton,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Wayne State University, Detroit, MI, United States of America
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Kameron J. Moding,
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Purdue University, West Lafayette, IN, United States of America
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Evan M. Jordan
Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Oklahoma State University, Stillwater, OK, United States of America
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Using machine learning to understand age and gender classification based on infant temperament
- Maria A. Gartstein,
- D. Erich Seamon,
- Jennifer A. Mattera,
- Michelle Bosquet Enlow,
- Rosalind J. Wright,
- Koraly Perez-Edgar,
- Kristin A. Buss,
- Vanessa LoBue,
- Martha Ann Bell,
- Sherryl H. Goodman
- Published: April 13, 2022
- https://doi.org/10.1371/journal.pone.0266026