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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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Transformative Dialogues Teaching and Learning Journal
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

67 results · 1 filter active ·
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20072025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
67 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 67 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 67 of 67 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Let’s Value Valuable People
2014· article· en· Transformative Dialogues Teaching and Learning Journal· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Does Reflective Writing Enhance Training?
2014· article· en· Transformative Dialogues Teaching and Learning Journal· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
fundno affunlabeled
Undergraduate Research Experiences in the Liberal Arts
2017· article· en· Transformative Dialogues Teaching and Learning Journal· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · none
0
citations
affunlabeled
journey towards creating an inclusive classroom
2010· article· en· Transformative Dialogues Teaching and Learning Journal· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
affaboutunlabeled
Social Change and Diversity Education
2008· article· en· Transformative Dialogues Teaching and Learning Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Listening to faculty
2014· article· en· Transformative Dialogues Teaching and Learning Journal· Psychology
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
fundno affunlabeled
Shifting Attitudes
2010· article· en· Transformative Dialogues Teaching and Learning Journal· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
affunlabeled
Teaching HBO’s The Wire
2011· article· en· Transformative Dialogues Teaching and Learning Journal· Economics, Econometrics and Finance
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
fundaboutno affunlabeled
Attraction, Value and Future of SoTL
2010· article· en· Transformative Dialogues Teaching and Learning Journal· Computer Science
distilled prediction:candidate · research_integrityconsensus · none
0
citations
aboutno affunlabeled
Look out! Here come the boomers
2008· article· en· Transformative Dialogues Teaching and Learning Journal· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
affunlabeled
What is Education?
2020· article· en· Transformative Dialogues Teaching and Learning Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
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How this was built: Screen · Findings · About