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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.
Topic
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
aboutaboutness

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 4 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.

affunlabeled
Creativity or Quality: a Deceptive Choice
Sharon Bailin
2018· article· en· Journal of educational thought.· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affno abstractunlabeled
Understanding School Choice in Canada
Melanie Guglielmin
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
To Accept or Reject: Peer Review
William T. Fagan
2018· article· en· Journal of educational thought.· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
3
citations
affunlabeled
Le Climat d' Apprentissage; Analyse Conceptuelle
Pierre Michaud, Renée Forgette-Giroux, Marc J. Richard
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
“What, Then, Is Our Task?”
David W. Jardine, Ellyn Lyle
2022· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
The Riskiness of the Playground
Stephen J. Smith
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
An 'Educated Heart' and Teaching Practice
Colleen Kawalilak, Janet Groen
2018· article· en· Journal of educational thought.· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
The "Ten-Year Road:" Joys and Challenges on the Road to Tenure
Kathryn Hibbert, Rosamund Stooke, Katina Pollock, Immaculate Namukasa, Farahnaz Faez, Julia O'Sullivan
2018· article· en· Journal of educational thought.· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Tutoring and Social Psychology
Neil M. Malamuth, S. Turcotte, Carol Taylor Fitz‐Gibbon
2018· article· en· Journal of educational thought.· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Canadian Education: A History
J. Calam
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Teacher Judgement and Teacher Effectiveness
Robin Barrow
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affno abstractunlabeled
Canadian Schools and Canadian Identity
Robert MacDonald
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Canadian Education and the National Identity
Robert M. Stamp
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
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