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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.

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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 6 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Leveling Mountains
Anthony L. Burrow, Patrick L. Hill, Rachel Sumner
2015· article· en· Personality and Social Psychology Bulletin· Psychology
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Social Comparisons in Novel Situations
Penelope Lockwood, Sarah Shaughnessy, Jennifer L. Fortune, Man-On Tong
2012· article· en· Personality and Social Psychology Bulletin· Psychology
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Smiling on the Inside
Marina Schall, Sarah E. Martiny, Thomas Goetz, Nathan C. Hall
2016· article· en· Personality and Social Psychology Bulletin· Social Sciences
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
The Pollyanna Myth
Lara K. Kammrath, Abigail A. Scholer
2011· article· en· Personality and Social Psychology Bulletin· Social Sciences
machine prediction:candidate · noneconsensus · none
33
citations
afffundaboutunlabeled
Physical Objects as Vehicles of Cultural Transmission
Keiko Ishii, Yuri Miyamoto, Nicholas O. Rule, Rie Toriyama
2013· article· en· Personality and Social Psychology Bulletin· Psychology
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
In Small We Trust
Stephen T. La Macchia, Winnifred R. Louis, Matthew J. Hornsey, Geoffrey J. Leonardelli
2016· article· en· Personality and Social Psychology Bulletin· Psychology
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Power Affects Performance When the Pressure Is On
Sonia K. Kang, Adam D. Galinsky, Laura J. Kray, Aiwa Shirako
2015· article· en· Personality and Social Psychology Bulletin· Social Sciences
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
More, More, More
Christopher T. Burris, John K. Rempel, Armand R. Munteanu, Patrick A. Therrien
2013· article· en· Personality and Social Psychology Bulletin· Psychology
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Anger Promotes Economic Conservatism
Keri L. Kettle, Anthony Salerno
2017· article· en· Personality and Social Psychology Bulletin· Social Sciences
machine prediction:candidate · noneconsensus · none
26
citations
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