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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Personality Traits and Psychology
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

944 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
944 works in the cohort · of 4,299,418page 7 of 19

Labels cover 3 of 944 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 944 of 944 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Performance appraisal
Cynthia Mathieu
2021· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
32
citations
affunlabeled
Personality traits of municipal politicians and staff
Michael C. Ashton, Joseph Kushner, David Siegel
2007· article· fr· Canadian Public Administration· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
29
citations
affno abstractunlabeled
Can a computer outfake a human?
Jane Phillips, Chet Robie
2023· article· en· Personality and Individual Differences· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affunlabeled
Knowing More Than We Can Tell
Kathryn L. Bollich, Katherine H. Rogers, Simine Vazire
2015· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affunlabeled
Speeding Personality Measures to Reduce Faking
Shawn Komar, Jennifer A. Komar, Chet Robie, Simon Taggar
2010· article· en· Journal of Personnel Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affunlabeled
Eyebrows cue grandiose narcissism
Miranda Giacomin, Nicholas O. Rule
2018· article· en· Journal of Personality· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Genetic Basis of Personality Structure
W. John Livesley, Kerry L. Jang, Philip A. Vernon
2003· other· en· Handbook of Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
22
citations
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