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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
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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.

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 145 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.

aboutno affunlabeled
La nation et l’école
Marcel Rioux
2000· book-chapter· fr· Presses de l’Université de Montréal eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Vers un enracinement cosmopolite
Émilie Biland, Fabien Desage
2018· article· fr· Politix· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Faire Oeuvre
Erin Manning
2023· article· en· Performance Matters· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
En équilibre sur le manteau de la cheminée
John O’Toole, Félix Brais-Marceau, Carl Frisko, Francine Chaîné
2015· article· fr· L’Annuaire théâtral Revue québécoise d’études théâtrales· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
24. L'éducation nationale et l'université
Esdras Minville
2002· book-chapter· fr· Presses de l’Université de Montréal eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Introduction pour le numéro spécial
Chris Reyns-Chikuma
2025· article· fr· ALTERNATIVE FRANCOPHONE· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Une histoire de femmes
Janine Hohl, Lorne Huston
2016· article· fr· International Review of Community Development· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
En intégrant la théorie et la pratique
Douglas McDougall
2023· article· fr· Canadian Journal of Science Mathematics and Technology Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Raising the Bar in Disability Arts
Menka Nagrani
2021· article· en· Canadian Journal of Disability Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
14. Renforcer l’institution universitaire
C. Roy
2002· book-chapter· fr· Presses de l’Université de Montréal eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
L’alphabétisation à Pointe Saint-Charles
Serge Wagner, Micheline Laperrière
2016· article· fr· International Review of Community Development· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Le moment de faire un bilan
D. Robert Siemens
2013· article· fr· Canadian Urological Association Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
32. Un débat sur la démocratisation de l'enseignement
Institut canadien des affaires publiques, Tremblay Arthur, Gérin-Lajoie Paul, Falardeau Jean-Charles, Guindon Léo
2000· book-chapter· fr· Presses de l’Université de Montréal eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About