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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
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 11 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
The "Ten-Year Road:" Joys and Challenges on the Road to Tenure
Kathryn Hibbert, Rosamund Stooke, Katina Pollock, Immaculate Namukasa, Farahnaz Faez, Julia O'Sullivan
2018· article· en· Journal of educational thought.· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
Freedom Fighter for Literacy
Daniel J. Graves
2004· article· en· Journal of Prisoners on Prisons· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Temporal Seeing as Visual Literacy
Roger Saul, Julianne Gerbrandt, Casey Burkholder
2024· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Multiliterate lives: Childhood to adult, lessons learned
Jeffrey Wood, E. Peters, Tristan Wood, Simon N. Wood
2022· article· en· Journal of Adolescent & Adult Literacy· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
venueaboutno affunlabeled
Plato's Dilemma and the Media Literacy Movement
Johanne Provençal
2004· article· en· SIMILE Studies In Media & Information Literacy Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Teens and Pleasure Reading: A Taxonomy of Young Teen Readers
Vivian Howard
2013· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affunlabeled
Engaging Multiliteracies Learning
Terry Loerts, Christina Belcher
2015· article· en· Literacy Information and Computer Education Journal· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
aboutno affunlabeled
Multimodal Meaning-Making For Young Children
Binder Marni J., Reesa Sorin, Jason Nolan, Sarah Y. C. Chu
2015· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Learning to become teacher researchers: a sandbox approach
Diana Mudrinic, Theresa De Leo, Suzanne Nicks, Michele Knobel, Colín Lankshear
2023· article· en· The Australian Journal of Language and Literacy· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
A Poetry Pedagogy for Teachers
Sarah Loch
2023· article· en· Art/Research International A Transdisciplinary Journal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Editors' Note: Media and Information Literacy in Theory and Practice
Jeremy Harris Lipschultz, Michael L. Hilt
2009· article· en· SIMILE Studies In Media & Information Literacy Education· Arts and Humanities
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
2
citations
affunlabeled
The Shifting Landscape of Literacy Teacher Education
Clare Kosnik, Jennifer Rowsell, Rob Simon
2013· book-chapter· en· SensePublishers eBooks· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
Appreciation d’etudiants universitaires en sciences de l’education des pratiques de formation universitaire, recourant ou non a l’image, en ce qui a trait a la presentation/production des contenus de cours
Virginie Martel, Jean-François Boutin, Nathalie Lemieux, Dayna McLaughlin, Isabelle Beaudoin, Monica Boudreau +2 more
2017· article· fr· Revue internationale des technologies en pédagogie universitaire· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
2
citations
venueno affunlabeled
On Acquisition of Early Literacy
Zhenyou Yu
2006· article· en· Early childhood education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
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