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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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Online and Blended Learning
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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
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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.

3,545 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.
3,545 works in the cohort · of 4,299,418page 1 of 71

Labels cover 14 of 3,545 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 3,545 of 3,545 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Blended Learning in Higher Education
D. Randy Garrison, Norman Vaughan
2007· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1,568
citations
venueno affunlabeled
Building Sense of Community at a Distance
Alfred P. Rovai
2002· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
1,194
citations
affvenueunlabeled
Three generations of distance education pedagogy
Terry Anderson, Jon Dron
2011· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
1,147
citations
affno abstractunlabeled
Technology in Support of Collaborative Learning
Paul Resta, Thérèse Laferrière
2007· article· en· Educational Psychology Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
497
citations
affunlabeled
A Constructivist Approach to Online Learning
Karen Swan, D. Randy Garrison, Jennifer Richardson
2009· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
379
citations
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How this was built: Screen · Findings · About