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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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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
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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.

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 23 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Savoir lire les médias sans savoir lire
Audrey Dahl
2012· article· fr· Spectrum Research Repository (Concordia University)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
New Narratives for Digital Learning
Caroline Haythornthwaite
2014· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l'ACSI· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Poetry and Enlightenment
Haolin Yu
2024· article· en· Writing across the University of Alberta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Critical Literacies in Canada
Cassie J. Brownell, Ty Walkland, Rob Simon
2021· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Reading and writing
2004· article· en· Language Teaching· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
There Is More Than One Way to Rethink Poetics
Cris Costa
2010· article· en· TOPIA Canadian Journal of Cultural Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pedagogy as Engagement
2020· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Re/collections: From Books to Blogs
Ethna Dempsey Lay
2014· article· en· Scholarly and Research Communication· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian perspectives on information literacy
Cory Laverty
2003· article· en· QSpace (Queen's University Library)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Reading the province
Madelaine Hare, Poppy Riddle, Sandra Toze, Wendy L. Kraglund‐Gauthier, Alison Brown, Lindsay McNiff
2025· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Beyond Signature Literacy: New Research Directions
Bruce Curtis
2008· article· en· Historical Studies in Education / Revue d histoire de l éducation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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