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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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Multilingual Education and Policy
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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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.

3,008 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.
3,008 works in the cohort · of 4,299,418page 26 of 61

Labels cover 12 of 3,008 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 3,008 of 3,008 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Identification des congénères
Olga Théophanous
2001· article· fr· ITL Review of Applied Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Trans/plurilingual Pedagogies: A Multiethnography
James Corcoran, Brian Morgan, Jacqueline Ng, Heejin Song, Marlon Valencia
2023· article· en· DELTA Documentação de Estudos em Lingüística Teórica e Aplicada· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Promises, Acts, and Action
Donna Patrick
2019· book-chapter· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Disciplining Bilingual Education
Nelson Flores
2019· book-chapter· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Regional variety preferences by teachers in USA
Angela George, Anne Hoffman-González
2023· article· en· Revista de Lingüística y Lenguas Aplicadas· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
TESOL Teacher Education
Thomas S. C. Farrell
2024· article· en· Second Language Teacher Education· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affvenueaboutunlabeled
Translanguaging and teacher authority
Katie Brubacher, Sarah Harper
2024· article· en· Language and Literacy· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
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