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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 4 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.

affvenueunlabeled
Being and becoming online teachers
Jennifer Branch-Mueller, Jerine Pegg, Mijung Kim, Trudy Cardinal
2021· article· en· Brock Education Journal· Health Professions
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Narrative Inquiry
Benjamin Kutsyuruba, Rebecca Stroud Stasel
2023· book-chapter· en· Springer texts in education· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affvenueaboutunlabeled
Truth and Reconciliation Through Inquiry-based Collaborative Learning
Deirdre Houghton, Gary Soles, Andrew Vogelsang, Valerie Irvine, François Prince, Leona Prince +3 more
2022· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Health Professions
distilled prediction:candidate · stsconsensus · none
9
citations
afffundunlabeled
Deepening Understanding in Qualitative Inquiry
Susan Kerwin-Boudreau, Lynn Butler-Kisber
2016· article· en· The Qualitative Report· Health Professions
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
IDNs in Education: Skills for Future Generations
Jonathan Barbara, Hartmut Koenitz, Breanne Pitt, Colette Daiute, Cristina Sylla, Serge Bouchardon +1 more
2023· book-chapter· en· Lecture notes in computer science· Health Professions
distilled prediction:candidate · noneconsensus · none
8
citations
affvenueaboutunlabeled
Le Digital Storytelling
Karoline Truchon
2016· article· fr· Anthropologie et Sociétés· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
venueno affunlabeled
Story as Pedagogy: A Reflective Commentary
Corrine Glesne, Marleen C. Pugach
2018· article· en· LEARNing Landscapes· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
The iPad in the Classroom
Nathaniel Ostashewski, Doug Reid
2013· book-chapter· en· IGI Global eBooks· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affvenueunlabeled
New Historicism
Matt Hickling
2018· article· en· Brock Education Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations

How this was built: Screen · Findings · About