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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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Papers on postsecondary learning and teaching.
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Retraction
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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.

84 results · 1 filter active ·
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20162024
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
84 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 84 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 84 of 84 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Role of Mentorship in Internships
Moira McDonald, Rebecca Wilson-Mah
2022· article· en· Papers on postsecondary learning and teaching.· Psychology
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Faculty Engagement In Professional Development
Thomas Qiao, Brenda McDermott, Jennifer E. Thannhauser
2024· article· en· Papers on postsecondary learning and teaching.· Social Sciences
distilled prediction:candidate · stsconsensus · none
6
citations
affunlabeled
Making Teaching Communal: Peer Mentoring through Teaching Squares
Rachel Anne Friedman, Angela George, Miao Li, Devika Vijayan
2022· article· en· Papers on postsecondary learning and teaching.· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Pathfinders: Realizing Reconciliation Through Lessons Learned
Yvonne Poitras Pratt, Patricia Danyluk, Sarah Beech, Sarah Charlebois, Clancy Evans, Alyssa Fehr +2 more
2019· article· en· Papers on postsecondary learning and teaching.· Social Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
affaboutunlabeled
University of the 3rd Age (U3A): Coming to Calgary
Sandra P. Hirst, Carole-Lynne LeNavenec, Robert A. Stebbins
2016· article· en· Papers on postsecondary learning and teaching.· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About