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<titleInfo><title>When prediction replaces explanation:  A threat to psychological science </title></titleInfo>





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  <namePart type="given">Martin V.</namePart>
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  <namePart type="given">Barbara</namePart>
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  <namePart type="given">Ingrid</namePart>
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<originInfo><publisher>OSF</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<subject><topic>explainability</topic><topic>explanation</topic><topic>prediction</topic>
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<bibtex>@article{Knauff_Butz_Kaup_Kunde_Scharlau_2026, title={When prediction replaces explanation:  A threat to psychological science }, journal={psyarxiv}, publisher={OSF}, author={Knauff, Markus and Butz, Martin V. and Kaup, Barbara and Kunde, Wilfried and Scharlau, Ingrid}, year={2026} }</bibtex>
<mla>Knauff, Markus, et al. “When Prediction Replaces Explanation:  A Threat to Psychological Science .” &lt;i&gt;Psyarxiv&lt;/i&gt;, OSF, 2026.</mla>
<short>M. Knauff, M.V. Butz, B. Kaup, W. Kunde, I. Scharlau, Psyarxiv (2026).</short>
<apa>Knauff, M., Butz, M. V., Kaup, B., Kunde, W., &amp;#38; Scharlau, I. (2026). When prediction replaces explanation:  A threat to psychological science . In &lt;i&gt;psyarxiv&lt;/i&gt;. OSF.</apa>
<ama>Knauff M, Butz MV, Kaup B, Kunde W, Scharlau I. When prediction replaces explanation:  A threat to psychological science . &lt;i&gt;psyarxiv&lt;/i&gt;. Published online 2026.</ama>
<chicago>Knauff, Markus, Martin V. Butz, Barbara Kaup, Wilfried Kunde, and Ingrid Scharlau. “When Prediction Replaces Explanation:  A Threat to Psychological Science .” &lt;i&gt;Psyarxiv&lt;/i&gt;. OSF, 2026.</chicago>
<ieee>M. Knauff, M. V. Butz, B. Kaup, W. Kunde, and I. Scharlau, “When prediction replaces explanation:  A threat to psychological science ,” &lt;i&gt;psyarxiv&lt;/i&gt;. OSF, 2026.</ieee>
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