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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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Social Sciences and Governance
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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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venuejournal
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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.

14,379 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.
14,379 works in the cohort · of 4,299,418page 12 of 288

Labels cover 40 of 14,379 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 14,379 of 14,379 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.

venueno affunlabeled
Deuil et résilience
Michel Hanus
2010· article· fr· Frontières· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
aboutno affunlabeled
Métis Politics and Governance in Canada
Kelly Saunders, Janique Dubois
2019· book· en· University of British Columbia Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
venueno affunlabeled
La PME et les processus de certification sociale SA 8000
Manal El Abboubi, Annie Cornet
2012· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Les recherches-actions collaboratives
Marie-Chantal Doucet, Lucie Dumais
2015· book-chapter· fr· Politiques et interventions sociales· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affvenueaboutunlabeled
Démocratiser radicalement la démocratie
Diane Lamoureux
2008· article· fr· Nouvelles pratiques sociales· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affvenueaboutgemma · no categorygpt · no categorymodels split
Les familles monoparentales et la pauvreté
Céline Le Bourdais, Damaris Rose
2016· article· fr· International Review of Community Development· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
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How this was built: Screen · Findings · About