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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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Journal of educational thought.
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

568 results · 1 filter active ·
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20182025
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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.
568 works in the cohort · of 4,299,418page 1 of 12

Labels cover 2 of 568 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 568 of 568 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Changing Teachers, Changing Times
Phelan Anne
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
539
citations
affno abstractunlabeled
Critical Education in the New Information Age
Ralph T. Mason
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
88
citations
affno abstractunlabeled
Pedagogical Pleasures
Tom Gougeon
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
71
citations
aboutno affno abstractunlabeled
Sociology of Education in Canada
Anne Marie Decore
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
affno abstractunlabeled
Sociocultural Studies of Mind
Gordon Wells
2018· article· en· Journal of educational thought.· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affunlabeled
Autobiography and Education
Robert J. Graham
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
Using Cognitive Methods in the Classroom
Anne McKeough
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Paulo Freire: A Critical Encounter
Vimbiasi Nhundu
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
aboutno affunlabeled
Ethical Dilemmas Facing Action Researchers
Monique Bourot-Trites, Joe Belanger
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affno abstractunlabeled
On Book Reviewing
Evelina Orteza y Miranda
2018· article· en· Journal of educational thought.· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
aboutno affno abstractunlabeled
Shaping the Schools of the Canadian West
Jorgen Dahlie
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
What Makes a Good Teacher
David Friesen
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Phronesis and the Student Teacher
Sheila Spence
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Schemas in Problem Solving
John Begoray
2018· article· en· Journal of educational thought.· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
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