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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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Multilingual Education and Policy
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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
fundfunder
venuejournal
aboutaboutness

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 14 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Moving Toward a Diversity Plus Teacher Education
Guofang Li
2017· book-chapter· en· Advances in higher education and professional development book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
10
citations
aboutno affunlabeled
Editor's Column: Provincializing English
Simon Gikandi
2014· article· en· PMLA/Publications of the Modern Language Association of America· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
10
citations
affunlabeled
The Perceptions of Bilingualism Scales
Gigi Luk, Sarah Surrain
2019· preprint· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
afffundvenueunlabeled
Toward Quality ESL Education
Hieu Van Ngo
2007· article· en· TESL Canada Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affunlabeled
Identities in motion
Jim Cummins
2015· article· en· Australian Review of Applied Linguistics· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Learner agency in language planning
Jeff Brown
2015· article· en· Language Problems & Language Planning· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations

How this was built: Screen · Findings · About