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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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Canadian Perspectives on Academic Integrity
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

160 results · 1 filter active ·
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20182025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
160 works in the cohort · of 4,299,418page 4 of 4

Labels cover 7 of 160 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 160 of 160 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Choose your own learning adventure
E.D. Woodford
2021· article· en· Canadian Perspectives on Academic Integrity· Psychology
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Exploring Official Academic Integrity Data
Anita Lam, Angelica McManus
2023· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affaboutunlabeled
A New Framework for Enhancing (Academic) Integrity
Paul MacLeod
2021· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affgemma · research_integritygpt · metaresearch+research_integritymodels split
Pre-Service Teachers Beliefs about Plagiarism: An Attribution Theory Lens
Lauren D. Goegan, Lia M. Daniels
2023· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affaboutunlabeled
The Ten Percent Solution
B.M.M. Wheatley
2021· article· en· Canadian Perspectives on Academic Integrity· Chemistry
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
affunlabeled
Assignment Individualization
KC Bateman
2023· article· en· Canadian Perspectives on Academic Integrity· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
An Officer and a Strategist
Josh Seeland, KC Bateman, Francois Jordaan
2023· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · research_integrityconsensus · research_integrity
0
citations
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