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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 1 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
Studying New Literacies
Michele Knobel, Colín Lankshear
2014· article· en· Journal of Adolescent & Adult Literacy· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
187
citations
afffundunlabeled
Living Literacies
Kate Pahl, Jennifer Rowsell
2020· book· en· The MIT Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
110
citations
venueno affunlabeled
Beyond Literacy and Voice in Youth Media Production.
Elisabeth Soep
2006· article· en· McGill Journal of Education / Revue des sciences de l éducation de McGill· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
88
citations
affunlabeled
The Matter of New Media Making
Christian Ehret, Ty Hollett, Robin Jocius
2016· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
venueno affunlabeled
Uncovering Literacy Narratives through Children's Drawings
Maureen Kendrick, Roberta McKay
2002· article· en· Canadian Journal of Education / Revue canadienne de l éducation· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations
affunlabeled
From <i>Aquí</i> and <i>Allá</i>
Michelle A. Honeyford
2014· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
aboutno affunlabeled
Critical Literacy
Vivian Maria Vasquez
2016· reference-entry· en· Oxford Research Encyclopedia of Education· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
57
citations
affunlabeled
Critical Media Literacy as a Transformative Pedagogy
Lorayne Robertson, Joli Scheidler-Benns
2016· article· en· Literacy Information and Computer Education Journal· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
52
citations
aboutno affunlabeled
Girls, Style, and School Identities
Shauna Pomerantz
2008· book· en· Palgrave Macmillan US eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
52
citations
affaboutunlabeled
Digital making with “At-Risk” youth
Janette Hughes
2017· article· en· International Journal of Information and Learning Technology· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
49
citations
venueno affunlabeled
A Review of Multiliteracies Pedagogy in Primary Classrooms
Pirjo Kulju, Reijo Kupiainen, Angela M. Wiseman, Anne Jyrkiäinen, Kirsi-Liisa Koskinen-Sinisalo, Marita Mäkinen
2018· review· en· Language and Literacy· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
49
citations

How this was built: Screen · Findings · About