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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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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.

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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 22 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.

affno abstractunlabeled
Innovative Practices in Language Teacher Education
Peter D. MacIntyre, Tammy Gregersen
2017· book· en· Educational linguistics· Arts and Humanities
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
12
citations
affunlabeled
Engaging students’ imaginations in second language learning
Gillian Judson, Kieran Egan
2013· article· en· Studies in Second Language Learning and Teaching· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
12
citations
aboutno affunlabeled
Sleeping with strangers
Phil Benson
2017· article· en· Study Abroad Research in Second Language Acquisition and International Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
aboutno affunlabeled
Critical language teacher identity
2016· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
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How this was built: Screen · Findings · About