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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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Canadian Perspectives on Academic Integrity
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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.

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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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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 2 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.

affno abstractunlabeled
Reflections on COVID-19 and academic integrity
Cheryl A. Kier
2020· article· en· Canadian Perspectives on Academic Integrity· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
aboutno affunlabeled
Academic integrity at ICM: Successes, challenges and opportunities
Lincoln Gomes, Daria Goncharova
2021· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affaboutunlabeled
A student perspective of academic integrity
Hafizat Sanni-Anibire
2021· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
afffundaboutunlabeled
Moral Universe
Michael Kaler, Christoph Richter, Chester Scoville, Steve Szigeti
2023· article· en· Canadian Perspectives on Academic Integrity· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Neutralizing the Threat of Technology
Cory D Scurr
2025· article· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · research_integrity
0
citations
affaboutunlabeled
Promoting Academic Integrity in Virtual Classrooms: A Gamified Approach
Cedar Leithead, Amy Lin, Naomi Madeleine Go, Kasha Visutskie, John Paul Foxe, Allyson Miller
2023· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affunlabeled
Fixes that Fit: Systems Thinking in Academic Integrity
Lisa Vogt, Cory Scurr
2023· article· en· Canadian Perspectives on Academic Integrity· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affunlabeled
Importance of Invigilator Training
David deMontigny
2023· article· en· Canadian Perspectives on Academic Integrity· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Douglas Mastriano Scandal
Roland Kuhn
2023· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
It Takes a Village
Dustin Grue, Sheryl Boisvert, Sarah Elaine Eaton, Corrine D. Ferguson, Beatriz Moya Figueroa, Susan Radke +2 more
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
Integrity hour and the mental health continuum
Lisa Vogt, Breanna L. Sawatzky, Pamela Villafranca
2022· article· en· Canadian Perspectives on Academic Integrity· Psychology
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Reflections on COVID-19 and academic integrity
Nazanin Teymouri, Sheryl Boisvert
2020· article· en· Canadian Perspectives on Academic Integrity· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affunlabeled
Coordinating for Academic Integrity at the Program Level
Susan Bens
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
Reflections on the 2019 Canadian Symposium on Academic Integrity
Sarah Elaine Eaton
2019· 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
Editorial: Contract cheating in Canada
Brandy Usick, Brenda M. Stoesz
2021· editorial· en· Canadian Perspectives on Academic Integrity· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affunlabeled
How Chegg Blew Up Our Exams
Crystal Samela, Heather Martin
2021· article· en· Canadian Perspectives on Academic Integrity· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Learn by Doing: An Academic Integrity Policy Revision
Josh Seeland, Caitlin Munn
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
affunlabeled
Creative evaluation
Josh Seeland, Scout Rexe, Caitlin Munn
2023· article· en· Canadian Perspectives on Academic Integrity· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Academic integrity and the pandemic
Mahdi Rahimian
2020· article· en· Canadian Perspectives on Academic Integrity· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
affunlabeled
Championing academic integrity in academic development
Lynn Cliplef, Valerie McInnes, Caitlin Munn, Scout Rexe
2021· article· en· Canadian Perspectives on Academic Integrity· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affaboutunlabeled
Student Voices in Academic Integrity
Erin Hagen, Charlotte Sander
2021· article· en· Canadian Perspectives on Academic Integrity· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations

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