Prediction of beauty and liking ratings for abstract and representational paintings using subjective and objective measures

• David M. Sidhu ,

  Contributed equally to this work with: David M. Sidhu, Glen E. Bodner

  Roles Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychology, University of Calgary, Calgary, Alberta, Canada

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• Katrina H. McDougall,

  Roles Data curation, Investigation

  Current address: Department of Psychology, Washington State University, Pullman, Washington, United States of America

  Affiliation Department of Psychology, University of Calgary, Calgary, Alberta, Canada

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• Shaela T. Jalava,

  Roles Data curation, Investigation

  Current address: Department of Psychology, Carleton University, Ottawa, Ontario, Canada

  Affiliation Department of Psychology, University of Calgary, Calgary, Alberta, Canada

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• Glen E. Bodner

  Contributed equally to this work with: David M. Sidhu, Glen E. Bodner

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

  * E-mail: glen.bodner@flinders.edu.au

  Current address: Psychology, Flinders University, Adelaide, South Australia, Australia

  Affiliation Department of Psychology, University of Calgary, Calgary, Alberta, Canada

  http://orcid.org/0000-0001-7837-4879

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