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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
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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 2 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
Critical Language Awareness
2018· other· en· The TESOL Encyclopedia of English Language Teaching· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
150
citations
aboutno affunlabeled
Success for All
2001· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
145
citations
aboutno affunlabeled
Rethinking heritage language education
2014· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
136
citations
aboutno affunlabeled
Heritage Language Development
2006· book· en· Studies in bilingualism· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
91
citations
affunlabeled
English as an Asian language
2003· article· en· English Today· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
90
citations
aboutno affunlabeled
Linguistic Rivalries
2016· book· en· Oxford University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
89
citations
affunlabeled
Doing Ethnography
2008· other· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
88
citations
affno abstractunlabeled
Code Switching: Linguistic
2015· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
85
citations
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How this was built: Screen · Findings · About