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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
Evidence
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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 11 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.

affvenueunlabeled
Des théories du syndicalisme
Renaud Paquet, JEAN-FRANÇOIS TREMBLAY, Éric Gosselin
2004· article· fr· Relations industrielles· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
affvenueunlabeled
L’intervention en situation de crise
Yves Lecomte, Yvon Lefebvre
2006· article· fr· Santé mentale au Québec· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
venueaboutno affunlabeled
Les « Start-Up » de jadis
Pierrick Malissard
2000· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
aboutno affno abstractunlabeled
40 Ans De Planification Territoriale Au Québec
Marc-Urbain Proulx
2008· book-chapter· fr· Les Presses de l'Université de Montréal eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
aboutno affunlabeled
L'économie des territoires au Québec
Marc‐Urbain Proulx
2002· book· fr· Presses de l'Université du Québec eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Les Scic, entreprises de demain
Groupe Picri PAP Scic
2016· article· fr· RECMA· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
aboutno affunlabeled
Measuring the Mosaic
Rick Helmes-Hayes
2010· book· en· University of Toronto Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
venueno affunlabeled
Deuil et résilience
Michel Hanus
2010· article· fr· Frontières· 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
aboutno affunlabeled
esprit du don
Jacques Godbout
2007· book· fr· Classiques des sciences sociales.· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · 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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