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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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Literacy, Media, and Education
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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.

1,222 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.
1,222 works in the cohort · of 4,299,418page 4 of 25

Labels cover 3 of 1,222 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 1,222 of 1,222 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Assessing Multiliteracies: Mismatches and Opportunities
Maria José Botelho, Julie Kerekes, Eunice Eunhee Jang, Shelley Stagg Peterson
2014· article· en· Language and Literacy· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
16
citations
aboutno affunlabeled
"Growth through English" Revisited
Peter Smagorinsky
2002· article· en· The English Journal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affvenueaboutunlabeled
Digital Literacy in Digital Strategy
Tamara Shepherd, Monica Henderson
2019· article· en· Canadian Journal of Communication· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
14
citations
aboutno affno abstractunlabeled
MEDIA EDUCATION IN CANADA
Barry L. Duncan, 현준영
2003· article· ko· 한국언론학회 심포지움 및 세미나· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affunlabeled
Temel Eğitim Programlarında Dijital Okuryazarlık
Nilgün Altun, Gülgün Bangir Alpan
2021· article· tr· Eğitim ve Toplum Araştırmaları Dergisi· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
13
citations

How this was built: Screen · Findings · About