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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
Evidence
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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 6 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.

affunlabeled
Writing infrastructure with the fabric of digital life platform
Katlynne Davis, Danielle Mollie Stambler, Jessica Lynn Campbell, Daniel L. Hocutt, Ann Hill Duin, Isabel Pedersen
2022· article· en· Communication Design Quarterly· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
New Media and Online Mathematics Learning for Teachers
George Gadanidis, Immaculate Kizito Namukasa
2012· book-chapter· en· Mathematics education in the digital era· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Multimodal Literacies
Dane Marco Di Cesare, Jennifer Rowsell
2016· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Literacy
Ellen Bialystok
2001· book-chapter· en· John Benjamins Publishing Company eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Children's advertisement writing
Andrew Burrell, Roger Beard
2010· article· en· Literacy· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Everyday Youth Literacies
Kathy Sanford, Theresa Rogers, Maureen Kendrick
2014· book· en· Cultural studies and transdisciplinarity in education· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
afffundvenueaboutunlabeled
Recess as a Site for Language Play
June Countryman, Martha A. Gabriel
2014· article· en· Language and Literacy· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Media Literacy
W. James Potter, William G. Christ
2007· other· en· The Blackwell Encyclopedia of Sociology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
aboutno affunlabeled
Media literacy and newspapers of record
Scottie Kapel, Krista Schmidt
2018· article· en· Reference Services Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
The Teachers They Are Becoming
Lorayne Robertson, Janette Hughes
2014· book-chapter· en· IGI Global eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Crossing Cultural Borders Through Ning
Allyson Eamer, Janette Hughes, Laura Morrison
2014· article· en· Multicultural Education Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affvenueaboutunlabeled
The Evolution of Teaching with Graphic Novels
Janette Hughes, Laura Morrison
2014· article· en· Jeunesse Young People Texts Cultures· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affno abstractunlabeled
Visual Literacy and School Libraries.
Keith McPherson
2004· article· en· Teacher librarian· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
7
citations
afffundunlabeled
Media and Policy in Education
Michelle Stack, Megan Boler
2007· article· en· Policy Futures in Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations

How this was built: Screen · Findings · About