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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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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.

570 results · 1 filter active ·
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20012025
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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.
570 works in the cohort · of 4,299,418page 11 of 12

Labels cover 570 of 570 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 570 of 570 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Paper 1 - Questionable Research Practices (QRPs) among Psychology Students in Canada
2022· other· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affgemma · research_integritygpt · research_integritymodels agree
Detecting Disguised Plagiarism
Hatem A. Mahmoud
2017· preprint· en· arXiv (Cornell University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · research_integrity
0
citations
affno abstractRetractiongemma · no categorygpt · research_integritymodels split
Retraction Note: Phosphor-IWS1-dependent U2AF2 splicing regulates trafficking of CAR-E-positive intronless gene mRNAs and sensitivity to viral infection
George Laliotis, Adam D. Kenney, Evangelia Chavdoula, Arturo Orlacchio, Abdul Kaba, Alessandro La Ferlita +7 more
2021· retraction· en· Communications Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Data Fabrication in Rheumatology Randomized Controlled Trials: Evidence from a Systematic Review and Sampling Analysis
Victoria Le, Maximilian Casey, Kenrick Manswell, Jay E. Goldsher, Elizabeth Nettleton, Desh Nepal +3 more
2024· review· en· SSRN Electronic Journal· Immunology and Microbiology
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · metaresearch
0
citations
affno abstractgemma · research_integritygpt · research_integritymodels agree
Industry in academia: ethical frameworks would clarify links
Annalee Yassi, Shafik Dharamsi, Jerry Spiegel
2010· letter· en· Nature· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affvenuegemma · metaresearch+research_integritygpt · no categorymodels split
Attitudes Toward Academic Integrity: The Relationship Between Demographic Features, Peer Norms, Learning Profiles, Rates of Academic Misconduct, and Various Attitudes
Kelley A. Packalen
2025· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · metaresearch+scholarly_communication+research_integrity
0
citations
venueno affgemma · no categorygpt · research_integritymodels split
Transforming Research Tasks to Avoid Plagiarism
Suzette Boyd
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractgemma · research_integritygpt · research_integritymodels split
Publication Ethics and Graduate Students
Deborah C. Poff
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
aboutno affgemma · scholarly_communicationgpt · research_integrity+scholarly_communicationmodels split
2019 June 4 - CHLA Predatory journal workshop- Ottawa
2019· other· en· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affgemma · research_integritygpt · research_integritymodels split
Trends in Plagiarism
Nagaraja LG, M Chandrashekara, Premkumar
2024· article· en· DESIDOC Journal of Library & Information Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractRetractiongemma · research_integritygpt · research_integritymodels agree
Retraction Note: IoT-based 3D convolution for video salient object detection
Shizhou Dong, Zhifan Gao, Sandeep Pirbhulal, Gui‐Bin Bian, Heye Zhang, Wanqing Wu +1 more
2024· article· en· Neural Computing and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affgemma · metaresearch+research_integritygpt · research_integritymodels split
The Responsibilities of Peer Review
Togas Tulandi, Kristen Hines
2020· article· en· Journal of Obstetrics and Gynaecology Canada· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
0
citations
affno abstractRetractiongemma · no categorygpt · research_integritymodels split
Retraction Note: Glypican-3 regulates migration, adhesion and actin cytoskeleton organization in mammary tumor cells through Wnt signaling modulation
Ivan D. Stigliano, Lydia Puricelli, Jorge Filmus, Mari Cleide Sogayar, Elisa Bal de Kier Joffé, Marı ́a Giselle Peters
2023· retraction· en· Breast Cancer Research and Treatment· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueaboutno affgemma · research_integritygpt · insufficient_payloadmodels split
Retraction/Rétractation
2015· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · none
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
affno abstractgemma · research_integritygpt · research_integritymodels agree
Review of: "The Ethics of Retraction"
Shannon Dea
2023· peer-review· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affgemma · research_integritygpt · research_integritymodels agree
Announcement of Retraction
Jenny Zhang
2022· article· en· Asian Social Science· Decision Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
fundno affRetractiongemma · research_integritygpt · research_integritymodels agree
Retracted Article in Reference Section
2020· erratum· en· JAMA Neurology· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
venueno affgemma · research_integritygpt · research_integritymodels agree
Announcement of Retraction
Jenny Zhang
2017· article· en· Asian Social Science· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
0
citations

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