Beauty, elegance, grace, and sexiness compared

• Winfried Menninghaus ,

  Roles Conceptualization, Project administration, Writing – original draft

  * E-mail: w.m@aesthetics.mpg.de

  Affiliation Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany

  http://orcid.org/0000-0003-3585-8544

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• Valentin Wagner,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – review & editing

  Affiliation Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany

  http://orcid.org/0000-0001-9510-351X

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• Vanessa Kegel,

  Roles Conceptualization, Writing – review & editing

  Affiliation Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany

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• Christine A. Knoop,

  Roles Conceptualization, Writing – review & editing

  Affiliation Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany

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• Wolff Schlotz

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany

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