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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 and Social Psychology Bulletin
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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.

456 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.
456 works in the cohort · of 4,299,418page 2 of 10

Labels cover 0 of 456 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 456 of 456 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sexual Orientation Perception Involves Gendered Facial Cues
Jonathan B. Freeman, Kerri L. Johnson, Nalini Ambady, Nicholas O. Rule
2010· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
180
citations
affunlabeled
Suppression Sours Sacrifice
Emily A. Impett, Aleksandr Kogan, Tammy English, Oliver P. John, Christopher Oveis, Amie M. Gordon +1 more
2012· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
176
citations
affunlabeled
Getting It On Versus Getting It Over With
Amy Muise, Emily A. Impett, Serge Desmarais
2013· article· en· Personality and Social Psychology Bulletin· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
174
citations
affunlabeled
The Dynamics of Personality States, Goals, and Well-Being
Daniel Heller, Jennifer A. Komar, Wonkyong Beth Lee
2007· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
157
citations
fundno affunlabeled
A Social Identity Approach to Person Memory
Jay J. Van Bavel, William A. Cunningham
2012· article· en· Personality and Social Psychology Bulletin· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
155
citations
fundno affunlabeled
Shared Identity Is Key to Effective Communication
Katharine H. Greenaway, Ruth G. Wright, Joanne Willingham, Katherine J. Reynolds, S. Alexander Haslam
2014· article· en· Personality and Social Psychology Bulletin· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
130
citations
affunlabeled
The Things You Do for Me
Samantha Joel, Amie M. Gordon, Emily A. Impett, Geoff MacDonald, Dacher Keltner
2013· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
117
citations
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