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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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Second Language Learning and Teaching
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
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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.

2,177 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,177 works in the cohort · of 4,299,418page 1 of 44

Labels cover 7 of 2,177 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 2,177 of 2,177 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Learning and Teaching Languages Through Content
2007· book· en· Language learning and language teaching· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow
638
citations
affno abstractunlabeled
Bilingualism in Education
2014· book· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
372
citations
affunlabeled
Content-Based Second Language Instruction
2010· book· en· Oxford University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
372
citations
affaboutunlabeled
Context-appropriate crosslinguistic pedagogy
2017· article· en· Journal of Immersion and Content-Based Language Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
174
citations
aboutno affunlabeled
Issues in EAP: A preliminary perspective
2001· book-chapter· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
149
citations
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How this was built: Screen · Findings · About