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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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Education, sociology, and vocational training
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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.

7,574 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.
7,574 works in the cohort · of 4,299,418page 144 of 152

Labels cover 38 of 7,574 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 7,574 of 7,574 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
Jean E. L. Côté: The Teacher
Vern Krishna
2019· article· fr· Alberta Law Review· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Henrie, Maurice. Aveux et confidences
Armand Falq
2014· article· fr· Voix Plurielles· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Éducation à la sexualité au primaire
Isabelle Poulin, Julie Descheneaux, Vincent Bernier
2025· article· fr· Nouveaux cahiers de la recherche en éducation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Présentation
Micheline Dumont
2005· article· fr· Recherches féministes· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
La fabrique de leurs recherches
Sophie Duchesne, Viviane Le Hay
2021· article· fr· Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique· Social Sciences
machine prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
La proximité dans la recherche participative
Jean-François René
2023· article· fr· Nouvelles pratiques sociales· Social Sciences
machine prediction:candidate · metaresearchconsensus · metaresearch
0
citations
venueno affunlabeled
L’Écoutille : une expérience de communication
Chantal Lavigne, Monique Cloutier
2016· article· fr· International Review of Community Development· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Deux poètes font les courses
Olivier Parenteau
2019· article· fr· Captures· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Des éducateurs dans l'État
Nicolas Sallée
2015· article· fr· Terrains & travaux· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
27. Les jeunes travailleurs intellectuels
Association générale des Montréal
2000· book-chapter· fr· Presses de l’Université de Montréal eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Écoles en mouvements et réformes
Maryse Paquin
2012· book-chapter· fr· Perspectives en éducation et formation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Norman Buick, récit de pratique
Robert Bastien
2011· article· fr· VST - Vie sociale et traitements· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
L’éternel retour
Francis Dupuis‐Déri
2023· article· fr· Revue Projet· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About