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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 Teacher Education
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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
aboutaboutness

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

27 results · 1 filter active ·
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20002024
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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.
27 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 27 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 27 of 27 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Navigating Sites for Narrative Inquiry
D. Jean Clandinin, Debbie Pushor, Anne Murray Orr
2006· article· en· Journal of Teacher Education· Health Professions
distilled prediction:candidate · noneconsensus · none
831
citations
affunlabeled
Professors and the Practicum
Clive Beck, Clare Kosnik
2002· article· en· Journal of Teacher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
199
citations
affunlabeled
The Current State of Assessment Education
Christopher DeLuca, Aarti P. Bellara
2013· article· en· Journal of Teacher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
187
citations
afffundaboutgpt · no categorygrok · no categoryopus · no categorymodels agree
A Five-Country Survey on Ethics Education in Preservice Teaching Programs
Bruce Maxwell, Audrée-Anne Tremblay-Laprise, Marianne Filion, Helen Boon, Caroline Daly, Ruth Heilbronn +2 more
2016· article· en· Journal of Teacher Education· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
75
citations
affunlabeled
Toward a Theory of Negativity
Heather-Jane Robertson
2003· article· en· Journal of Teacher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
65
citations
affunlabeled
Teacher Candidates Talk
Andréa Mueller, Keith Skamp
2003· article· en· Journal of Teacher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
affno abstractunlabeled
The Critical Need for Pause in the COVID-19 Era
Gail Richmond, Christine L. Cho, H. Alix Gallagher, Ye He, Emery Petchauer
2020· article· en· Journal of Teacher Education· Medicine
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Adding Value to Public Schools
Timothy R. Konold, Brian R. Jablonski, Anthony Nottingham, Lara Kessler, Stephen Byrd, Scott Imig +2 more
2008· article· en· Journal of Teacher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Multicultural Reflection
Apanakhi Buckley
2000· article· en· Journal of Teacher Education· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations

How this was built: Screen · Findings · About