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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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Digital Storytelling 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.

919 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.
919 works in the cohort · of 4,299,418page 8 of 19

Labels cover 4 of 919 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 919 of 919 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundvenueno affunlabeled
Ukrainian Language Education Network: A Case of Engaged Scholarship
Allan Nedashkivska, Оленка Білаш
2015· article· en· Engaged Scholar Journal Community-Engaged Research Teaching and Learning· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch
2
citations
affvenueunlabeled
Remembering Childhood Play
Alexandra Fidyk
2019· article· en· LEARNing Landscapes· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueaboutunlabeled
Listening to Our Students: THEIR Stories
Hetty Roessingh
2018· article· en· LEARNing Landscapes· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Using Digital Imagery in Learning: A New Literacy
Kelly Edmonds
2006· article· en· Society for Information Technology & Teacher Education International Conference· Health Professions
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affgemma · no categorygpt · no categorymodels agree
Storytelling's Impact on School Library Circulation
Briam Sturm, Mark S. Riddle, Mark D. Fox
2017· article· en· School Libraries Worldwide· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueunlabeled
Editorial: The Narrative Turn
Patrick Lewis
2013· editorial· en· in education· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Counting is for the birds
2011· article· en· Teaching Children Mathematics· Health Professions
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
Questionnaire for Virtual Mapping in Kenya
Shajy Isac, Parinita Bhattacharjee
2020· dataset· en· Harvard Dataverse· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Advances in Research on Teaching
2012· book-chapter· en· Advances in research on teaching· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
2
citations
affunlabeled
Writing from the Body
Celeste Snowber
2016· book-chapter· en· SensePublishers eBooks· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueunlabeled
Anthropologie multimodale
Nat Nesvaderani
2024· article· en· Anthropen· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Cartoon Animals vs. Actual Russians
Jeffrey Brassard
2021· article· en· VIEW Journal of European Television History and Culture· Health Professions
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About