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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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Second Language Learning and Teaching
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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 ·
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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.
2,177 works in the cohort · of 4,299,418page 20 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.

affunlabeled
Towards multilingualism
John Edwards
2020· article· en· Journal of Multilingual Theories and Practices· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Two-way english and the bicultural experience
Ian G. Malcolm
2001· article· en· Australasian Journal of Paramedicine· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
The readability of books for immersion schools
Roswita Dressler, Bernd Nuss, Katherine Mueller
2024· article· en· Journal of Immersion and Content-Based Language Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Teachers as Mediators in Language Immersion Education
Kelle L. Marshall, Wendy D. Bokhorst‐Heng
2025· book· en· Bloomsbury Publishing Plc eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
2
citations
affunlabeled
Co-élaborer des ressources curriculaires en EPS pour l’enseignement primaire en Suisse, au carrefour des épistémologies professionnelles et des cultures linguistiques
Benoît Lenzen, Christelle Vanessa Hayoz, Ilaria Ferrari, Serge Weber, Daniel Deriaz, Nicolas Voisard
2024· article· fr· Ejournal de la recherche sur l intervention en éducation physique et sport -eJRIEPS· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
2
citations
affunlabeled
Teaching Hindi and Urdu as Hindi-Urdu
Sunil Kumar
2018· article· en· Electronic Journal of Foreign Language Teaching· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Critical ESL Education in Canada
Sunny Man Chu Lau
2022· reference-entry· en· Oxford Research Encyclopedia of Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Working Memory in the Modular Cognition Framework
John Truscott, Michael Sharwood Smith
2022· book-chapter· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About