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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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Revue internationale de pédagogie de l’enseignement supérieur
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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.

106 results · 1 filter active ·
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20092025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
106 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 106 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 106 of 106 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Dessiner son parcours professionnel, pour en tirer des enseignements
Pascale Corten-Gualtieri, Sylvie D.S. Dony, Evelyne d’Hoop
2010· article· fr· Revue internationale de pédagogie de l’enseignement supérieur· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
8
citations
affaboutunlabeled
Trouble déficitaire de l’attention à l’université
France Landry, Georgette Goupil
2010· article· fr· Revue internationale de pédagogie de l’enseignement supérieur· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
L’apprentissage hybride en sciences de gestion : ce qu’en pensent les étudiants
Jean–Pierre Béchard, Catherine Carré, Gabriella Frankel, Zoffirath Dissou, Céline Bazinet, Gilles Cazabon +1 more
2014· article· fr· Revue internationale de pédagogie de l’enseignement supérieur· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Peut-on dynamiser le travail des étudiants en Licence ?
François Agnès, Diane Leduc, Morgane Locker
2023· article· fr· Revue internationale de pédagogie de l’enseignement supérieur· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Perceptions de finissants en ÉPS au regard de l’insertion professionnelle
Johanne Grenier, Marie-Claude Rivard, Charlotte Beaudoin, Sylvain Turcotte, Mylène Leroux
2013· article· fr· Revue internationale de pédagogie de l’enseignement supérieur· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
L’abandon aux études doctorales : un problème de direction?
Constance Denis, Christelle Lison
2023· article· fr· Revue internationale de pédagogie de l’enseignement supérieur· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
afffundunlabeled
Micro-pouvoirs en action au doctorat : la perception des étudiants
Annick Vallières, Nataly Levesque, Julie Bernard
2022· article· fr· Revue internationale de pédagogie de l’enseignement supérieur· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About