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Assessing personality using zero-shot generative AI scoring of brief open-ended text.

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Title: Assessing personality using zero-shot generative AI scoring of brief open-ended text.
Authors: Wright AGC; Department of Psychology, University of Michigan, Ann Arbor, MI, USA. aidangcw@umich.edu.; Eisenberg Family Depression Center, University of Michigan, Ann Arbor, MI, USA. aidangcw@umich.edu., Ringwald WR; Department of Psychology, University of Minnesota, Minneapolis, MN, USA., Vize CE; Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA., Eichstaedt JC; Department of Psychology and Institute for Human-Centered AI, Stanford University, Stanford, CA, USA., Angstadt M; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA., Taxali A; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA., Sripada C; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.; Department of Philosophy, University of Michigan, Ann Arbor, MI, USA.; Weinberg Institute for Cognitive Science, University of Michigan, Ann Arbor, MI, USA.
Source: Nature human behaviour [Nat Hum Behav] 2026 Mar; Vol. 10 (3), pp. 541-555. Date of Electronic Publication: 2026 Jan 30.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Publishing Country of Publication: England NLM ID: 101697750 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2397-3374 (Electronic) Linking ISSN: 23973374 NLM ISO Abbreviation: Nat Hum Behav Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Wright+AGC%22">Wright AGC</searchLink>; Department of Psychology, University of Michigan, Ann Arbor, MI, USA. aidangcw@umich.edu.; Eisenberg Family Depression Center, University of Michigan, Ann Arbor, MI, USA. aidangcw@umich.edu.<br /><searchLink fieldCode="AU" term="%22Ringwald+WR%22">Ringwald WR</searchLink>; Department of Psychology, University of Minnesota, Minneapolis, MN, USA.<br /><searchLink fieldCode="AU" term="%22Vize+CE%22">Vize CE</searchLink>; Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Eichstaedt+JC%22">Eichstaedt JC</searchLink>; Department of Psychology and Institute for Human-Centered AI, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Angstadt+M%22">Angstadt M</searchLink>; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Taxali+A%22">Taxali A</searchLink>; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Sripada+C%22">Sripada C</searchLink>; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.; Department of Philosophy, University of Michigan, Ann Arbor, MI, USA.; Weinberg Institute for Cognitive Science, University of Michigan, Ann Arbor, MI, USA.
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  Data: <searchLink fieldCode="JN" term="%22101697750%22">Nature human behaviour</searchLink> [Nat Hum Behav] 2026 Mar; Vol. 10 (3), pp. 541-555. <i>Date of Electronic Publication: </i>2026 Jan 30.
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