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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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International Journal for the Scholarship of Teaching and Learning
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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.

30 results · 1 filter active ·
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20082023
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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.
30 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 30 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 30 of 30 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A Difficult Journey: Transitioning from STEM to SoTL
Niamh Kelly, Susan Nesbit, Carolyn Oliver
2012· article· en· International Journal for the Scholarship of Teaching and Learning· Decision Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
43
citations
afffundunlabeled
Effectiveness of Group Work Contracts to Facilitate Collaborative Group Learning and Reduce Anxiety in Traditional Face-to-Face Lecture and Online Distance Education Course Formats
Sydney F Brannen, David M. Beauchamp, Nadia M. Cartwright, Danyelle M. Liddle, Justine M. Tishinsky, Genevieve Newton +1 more
2021· article· en· International Journal for the Scholarship of Teaching and Learning· Psychology
distilled prediction:candidate · research_integrityconsensus · none
26
citations
affunlabeled
Casting a Wider Net: Deepening Scholarship by Changing Theories
Gillian Gerhard, Jolie Mayer‐Smith
2008· article· en· International Journal for the Scholarship of Teaching and Learning· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
15
citations
affunlabeled
Multiple Ways of Knowing in Teaching and Learning
Balbir Gurm
2013· article· en· International Journal for the Scholarship of Teaching and Learning· Psychology
distilled prediction:candidate · research_integrityconsensus · none
14
citations
affunlabeled
The SoTL Body: Identifying and Navigating Points of Entry
Jessica Raffoul, Michael J. Potter, David M. Andrews
2021· article· en· International Journal for the Scholarship of Teaching and Learning· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
6
citations

How this was built: Screen · Findings · About