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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 12 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
Becoming a Cultural Intermediary
Sara Rubenfeld, Richard Clément, Jessica Vinograd, Denise Lussier, Valérie Amireault, Réjean Auger +1 more
2007· article· en· Journal of Language and Social Psychology· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affaboutunlabeled
Heritage Language Instruction
Kim Potowski, Sarah J. Shin
2019· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affvenueunlabeled
Vers une conception théorique multidimensionnelle du climat scolaire interculturel
Isabelle Archambault, Marie Mc Andrew, Geneviève Audet, Corina Borri-Anadòn, Valérie Amiraux, Kristel Tardif‐Grenier
2018· article· fr· Alterstice Revue internationale de la recherche interculturelle· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
13
citations
venueno affunlabeled
How to Enhance Cross-cultural Awareness in TEFL
Bao-he Zhao
2010· article· en· Cross-cultural communication· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
13
citations
affaboutunlabeled
Canadian Immersion Students’ Investment in French
Kelle L. Marshall, Wendy D. Bokhorst‐Heng
2020· article· en· Modern Language Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
aboutno affunlabeled
Language Politics and Policies
2019· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Multilingual Eurovision meets plurilingual YouTube
Steven L. Thorne, Dejan Ivković
2015· book-chapter· en· Dialogue studies· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations

How this was built: Screen · Findings · About