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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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Evaluation of Teaching Practices
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.

912 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.
912 works in the cohort · of 4,299,418page 8 of 19

Labels cover 2 of 912 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 912 of 912 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Making SoTL Stick
Mandy Frake-Mistak, Heidi L. Marsh, Geneviève Maheux-Pelletier
2020· book-chapter· en· Advances in educational marketing, administration, and leadership book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
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
Writing an effective and supportive recommendation letter
Sarvenaz Sarabipour, Sarah J. Hainer, Emily Furlong, Nafisa M. Jadavji, Charlotte M. de Winde, Natalia Bielczyk +1 more
2021· review· en· FEBS Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Evaluation of Adult Learners: Ethical Issues
Jean L. Crowe
2000· article· en· New Horizons in Adult Education and Human Resource Development· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affaboutunlabeled
3M Fellows Making a Mark in Canadian Higher Education
Arshad Ahmad, Denise Stockley, Roger K. Moore
2013· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations

How this was built: Screen · Findings · About