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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.

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.

affaffiliation
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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 3 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.

afffundunlabeled
Externalizing behavior and the higher order factors of the Big Five.
Colin G. DeYoung, Jordan B. Peterson, Jean R. Séguin, Richard E. Tremblay
2008· letter· en· Journal of Abnormal Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
136
citations
aboutno affunlabeled
Conscientiousness and Medication Adherence: A Meta-analysis
Gerard J. Molloy, Ronan E. O’Carroll, Eamonn Ferguson
2013· review· en· Annals of Behavioral Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
135
citations
affno abstractunlabeled
The Impact of Personality on Psychological Contracts
Usman Raja, Gary Johns, Filotheos Ntalianis
2004· article· en· Academy of Management Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
134
citations
affunlabeled
The Narcissism Epidemic Is Dead; Long Live the Narcissism Epidemic
Eunike Wetzel, Anna Brown, Patrick L. Hill, Joanne M. Chung, Richard W. Robins, Brent W. Roberts
2017· article· en· Psychological Science· Psychology
distilled prediction:candidate · sts+open_science+insufficient_payloadconsensus · sts+insufficient_payload
133
citations
affno abstractunlabeled
Aggression as a trait: the Dark Tetrad alternative
Delroy L. Paulhus, Shelby R. Curtis, Daniel N. Jones
2017· review· en· Current Opinion in Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
132
citations
affno abstractunlabeled
Pathological narcissism and the depressive temperament
Shona M. Tritt, Andrew G. Ryder, Angela J. Ring, Aaron L. Pincus
2009· article· en· Journal of Affective Disorders· Psychology
distilled prediction:candidate · noneconsensus · none
120
citations
affunlabeled
Birds of a Feather Do Flock Together
Wu Youyou, David Stillwell, H. Andrew Schwartz, Michał Kosiński
2017· article· en· Psychological Science· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
119
citations
afffundno abstractunlabeled
The interpersonal signature
Marc A. Fournier, D. S. Moskowitz, David C. Zuroff
2009· article· en· Journal of Research in Personality· Psychology
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
114
citations
affno abstractunlabeled
Four shades of sexual fantasies linked to the Dark Triad
Holly M. Baughman, Peter K. Jonason, Livia Veselka, Philip A. Vernon
2014· article· en· Personality and Individual Differences· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
94
citations
affunlabeled
Subclinical Sadism and the Dark Triad
Laura K. Johnson, Rachel A. Plouffe, Donald H. Saklofske
2019· article· en· Journal of Individual Differences· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
92
citations

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