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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
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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 7 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
Get Out from Behind the Lectern
Jason Wallin
2013· book-chapter· en· SensePublishers eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Real-World Literacy Activity in Pre-school
Jim Anderson, Victoria Purcell‐Gates, Kimberly Lenters, Marianne McTavish
2012· article· en· Community Literacy Journal· Arts and Humanities
distilled prediction:candidate · scholarly_communication+research_integrity+insufficient_payloadconsensus · none
6
citations
affunlabeled
Unbundling Digital Media Literacy Tips: Results from Two Experiments
Andrew M. Guess, Shannon C. McGregor, Gordon Pennycook, David G. Rand
2024· preprint· en· Political Behavior· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
6
citations
affaboutunlabeled
La educación en medios de comunicación y las nuevas tecnologías
Jacques Piette
2000· article· es· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
6
citations
affvenueunlabeled
Mapping Literacies, Mapping Selves
Harini Rajagopal, Monica Shank Lauwo
2024· article· en· TESL Canada Journal· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
6
citations
affunlabeled
The Teachers They Are Becoming
Lorayne Robertson, Janette Hughes
2010· article· en· International Journal of Knowledge Society Research· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Hunger by the Sea: Partnerships in the brave third space.
Han Xue, Julian McDougall, C.W. Mott, Sue Sudbury
2018· article· en· International Journal for Students as Partners· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
5
citations
affunlabeled
Walking the Talk
Mary Gene Saudelli, Jennifer Rowsell
2013· book-chapter· en· SensePublishers eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
5
citations
affaboutunlabeled
The Media Literacy of Teenagers
Pierre Fastrez, Nathalie Lacelle, Julia Bihl, Eve Gladu, Éric Delamotte, Catherine Delarue-Breton +2 more
2022· article· en· Educare - vetenskapliga skrifter· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affaboutunlabeled
From Igloos to iPods
Cynthia J. Alexander
2011· book-chapter· en· Advances in electronic government, digital divide, and regional development book series· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations

How this was built: Screen · Findings · About