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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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Academic integrity and plagiarism
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.

864 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
864 works in the cohort · of 4,299,418page 2 of 18

Labels cover 133 of 864 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 864 of 864 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Authorship: an ethical dilemma of science
Maria Christina Anna Grieger
2005· review· en· Sao Paulo Medical Journal· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity
48
citations
affunlabeled
A systematic review of retracted publications in emergency medicine
Anthony Chauvin, C. de Villelongue, Dominique Pateron, Youri Yordanov
2017· review· en· European Journal of Emergency Medicine· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch
48
citations
affgemma · metaresearch+research_integritygpt · metaresearch+bibliometrics+research_integritymodels split
Exploring the characteristics, global distribution and reasons for retraction of published articles involving human research participants: a literature survey
Guowei Li, Mariam Kamel, Yanling Jin, Michael Xu, Lawrence Mbuagbaw, Zainab Samaan +2 more
2018· article· en· Journal of Multidisciplinary Healthcare· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
45
citations
aboutno affunlabeled
The librarian's role in combating plagiarism
Nancy Gibson, Christina Chester‐Fangman
2011· article· en· Reference Services Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
Unpacking p-Hacking and Publication Bias
Abel Brodeur, Scott Carrell, David Figlio, Lester Lusher
2023· article· en· American Economic Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
afffundaboutunlabeled
Re-Defining Academic Integrity: Embracing Indigenous Truths
Yvonne Poitras Pratt, Keeta Gladue
2022· book-chapter· en· Ethics and integrity in educational contexts· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
42
citations
affno abstractunlabeled
Academic Integrity and Artificial Intelligence: An Overview
Rahul Kumar, Sarah Elaine Eaton, Michael Mindzak, Ryan Morrison
2024· book-chapter· en· Springer international handbooks of education· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
39
citations
affno abstractunlabeled
Data integrity, reliability and fraud in medical research
Mark O. Baerlocher, Jeremy O’Brien, Marshall Newton, Tina Gautam, Jason Noble
2009· article· en· European Journal of Internal Medicine· Social Sciences
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
38
citations
affno abstractgemma · metaresearch+research_integrity+bibliometricsgpt · metaresearch+research_integritymodels split
A survey of retractions in the cardiovascular literature
Katia Audisio, N. Bryce Robinson, Giovanni Soletti, Gianmarco Cancelli, Arnaldo Dimagli, Cristiano Spadaccio +10 more
2021· review· en· International Journal of Cardiology· Social Sciences
distilled prediction:candidate · research_integrityconsensus · none
37
citations
afffundaboutunlabeled
Academic Misconduct in Higher Education: Beyond Student Cheating
Julia Hughes, Sarah Elaine Eaton
2022· book-chapter· en· Ethics and integrity in educational contexts· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
35
citations
affno abstractunlabeled
Second Handbook of Academic Integrity
2024· book· en· Springer international handbooks of education· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
35
citations
affno abstractunlabeled
Contract Cheating in Higher Education
2022· book· en· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
35
citations
affunlabeled
Handbook of Academic Integrity
Sarah Elaine Eaton
2023· book· en· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
35
citations
affno abstractunlabeled
Research ethics: 3 ways to blow the whistle
Ed Yong, Heidi Ledford, Richard Van Noorden
2013· article· en· Nature· Social Sciences
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
32
citations
venueno affunlabeled
An Expanded Approach to Evaluating Open Access Journals
Margaret A. Ray
2016· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrityconsensus · metaresearch+scholarly_communication
30
citations
affgemma · metaresearch+research_integrity+scholarly_communicationgpt · metaresearch+research_integritymodels split
Correction and retraction practices in library and information science journals
Isola Ajiferuke, Janet O. Adekannbi
2018· article· en· Journal of Librarianship and Information Science· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
30
citations
affno abstractgemma · metaresearch+research_integritygpt · research_integritymodels split
Retractions in medicine: the tip of the iceberg
Ivan Oransky, Stephen E. Fremes, Paul Kurlansky, Mario Gaudino
2021· article· en· European Heart Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affno abstractunlabeled
Academic Integrity and Artificial Intelligence: An Overview
Rahul Kumar, Sarah Elaine Eaton, Michael Mindzak, Ryan Morrison
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
30
citations

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