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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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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
fundfunder
venuejournal
aboutaboutness

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

79 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.
79 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 79 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 79 of 79 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pleasure, Freedom and Drugs
Pat O’Malley, Mariana Valverde
2004· article· en· Sociology· Psychology
distilled prediction:candidate · noneconsensus · none
317
citations
affunlabeled
The Unfreedom of Being Other
Elaine Power
2005· article· en· Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
affunlabeled
Social Reliability in Qualitative Team Research
Carrie B. Sanders, Carl J. Cuneo
2010· article· en· Sociology· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
67
citations
affunlabeled
Privacy as a Human Right: A Sociological Theory
Katayoun Baghai
2012· article· en· Sociology· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
48
citations
fundno affunlabeled
Distant Lives, Still Voices
Melanie Mauthner
2005· article· en· Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
fundno affunlabeled
`Things are Getting Better all the Time'?
Christine Everingham, Deborah Stevenson, Penny Warner‐Smith
2007· article· en· Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
40
citations
affunlabeled
Reading Bourdieu with Adorno
Nedim Karakayalı
2004· article· en· Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
40
citations

How this was built: Screen · Findings · About