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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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EFL/ESL Teaching and Learning
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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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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.

3,733 results · 1 filter active ·
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20002025
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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.
3,733 works in the cohort · of 4,299,418page 7 of 75

Labels cover 0 of 3,733 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 3,733 of 3,733 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Investigating Experienced ESL Teachers' Pedagogical Knowledge
Elizabeth Gatbonton
2000· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
58
citations
affunlabeled
LANGUAGE APTITUDE AND GRAMMATICAL DIFFICULTY
Şebnem Yalçın, Nina Spada
2016· article· en· Studies in Second Language Acquisition· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations
affunlabeled
Becoming a teacher of English in Thailand
David Hayes
2008· article· en· Language Teaching Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
venueno affunlabeled
Personality and Second Language Learning
Alastair Sharp
2009· article· en· Asian Social Science· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
53
citations
venueno affunlabeled
Teaching English Grammar Through Games
Lưu Trọng Tuấn, Nguyen Thi Minh Doan
2010· article· en· Studies in literature and language· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
50
citations
venueaboutno affunlabeled
The Power of Story in the ESL Classroom
Bonnie Nicholas, Marian J. Rossiter, Marilyn L. Abbott
2011· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
50
citations

How this was built: Screen · Findings · About