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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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Evaluation of Teaching Practices
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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
Evidence
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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 15 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.

aboutno affunlabeled
Marko Fürstenberg - Inaxa Stream [ratc002]
2004· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
LEADERSHIP and
2007· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutno abstractunlabeled
University of Calgary Faculty Interviews
Hollenberg D Morley, MacNaughton K Wallace, Mark Ungrin, Derrick E. Rancourt
2017· article· en· Journal of undergraduate research in Alberta· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Book reviews
David Vellut, Julie Booke Weible
2010· article· en· The International Journal for Academic Development· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Author Index
2014· paratext· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
A Brief Overview of Authors and Theories
Jesús Gabalán‐Coello, Fredy Eduardo Vásquez‐Rizo, Michel Laurier
2019· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Final Step
Alenoush Saroyan, Cynthia Weston, Lynn McAlpine, Susan Cowan
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Deconstructing the Graduate Seminar
Gale Parchoma, Michael Power
2015· article· en· Open MIND· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
University Teaching Practicum
CORE Editors
2001· article· en· CORE· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Future directions for information programs
Luanne Freund, Joan M. Cherry, Wendy Duff
2012· article· en· Proceedings of the 2012 iConference· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Delivering feedback: More than just a sandwich
Steve Shorlin
2017· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
venueaboutno affunlabeled
A Message from the President of the STLHE
Jessica Raffoul
2009· article· en· Collected Essays on Learning and Teaching· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
0
citations
affunlabeled
The art of academic lecturing
Parham Aarabi
2007· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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