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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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McGill Journal of Education / Revue des sciences de l'éducation de McGill
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Retraction
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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
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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.

202 results · 1 filter active ·
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20002020
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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.
202 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 202 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 202 of 202 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
APPROACHES TO STUDENT ENGAGEMENT: DOES IDEOLOGY MATTER?
Ann Vibert, Carolyn M. Sheilds
2003· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
83
citations
affaboutunlabeled
SCHOOLING AND THE DILEMMA OF YOUTH DISENGAGEMENT
George J. Sefa Dei
2003· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · stsconsensus · none
54
citations
affunlabeled
A PEDAGOGY OF THE LAND: DREAMS OF RESPECTFUL RELATIONS
Kaaren Dannenmann, Celia Haig‐Brown
2002· article· fr· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
39
citations
affunlabeled
DECOLONIZING MI'KMAW EDUCATION THROUGH CULTURAL PRACTICAL KNOWLEDGE
Jeff Orr, San Salom, John Paúl, Kelusilew, Sharon A. Paul
2002· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
27
citations
aboutno affunlabeled
THE STANDARDIZED TESTING MOVEMENT: EQUITABLE OR EXCESSIVE?
Frank Nezavdal
2003· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Decision Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
13
citations
affunlabeled
What's to Fear: Calling homophobia into question
Didi Khayatt
2006· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Psychology
distilled prediction:candidate · stsconsensus · none
13
citations
affaboutunlabeled
STUDENT ENGAGEMENT IN TIMES OF TURBULENT CHANGE
Lorna Earl, Stephanie Sutherland
2003· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Writing Life 1 in Language 2
Linda Steinman
2006· article· fr· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
6
citations
affunlabeled
L'EXPERTISE D'UN ENSEIGNANT ASSOCIÉ
Pierre Boudreau
2000· article· fr· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
5
citations

How this was built: Screen · Findings · About