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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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Academic Writing and Publishing
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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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venuejournal
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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.

922 results · 1 filter active ·
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20002025
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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.
922 works in the cohort · of 4,299,418page 4 of 19

Labels cover 6 of 922 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 922 of 922 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Perspectives on judging posters
Gregory S. Patience, Yanet Villasana, Bruno Blais
2023· article· en· The Canadian Journal of Chemical Engineering· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
2
citations
affunlabeled
Reporting on Innovations in Academic Medicine
Jonathan M. Amiel, Teresa M. Chan, Laura Weiss Roberts
2025· article· en· Academic Medicine· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · metaresearch
2
citations
affunlabeled
Awakening (to all of our SoTL stories)
Suzanne Le‐May Sheffield
2020· article· en· Teaching & Learning Inquiry The ISSOTL Journal· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
Reviving conference committees
Dan A. Hays
2008· article· en· Canadian parliamentary review· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Introduction
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Successfully Navigating the Peer Review Process
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
2
citations
affvenueunlabeled
Curator's Statements
Haema Sivanesan, Pip Day, Ryan Rice, Jennifer Fisher, Jim Drobnick, Pamela Edmonds +16 more
2018· article· fr· RACAR Revue d art canadienne· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
An Investigation on Scientific Writing Difficulties & Writing Process
Norjuliyati Binti Hamzah, Siti Rudhziah Binti Che Balian, Nurul Akmaliah Binti Dzulkurnain, Niloofar Abbasvandi, Noor Arda Adrina Binti Daud
2024· article· en· International Journal of Academic Research in Business and Social Sciences· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
2
citations
affno abstractunlabeled
This was the first …
Patricia O’Sullivan, Rachel Ellaway
2022· editorial· en· Advances in Health Sciences Education· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Message from the Editor-in-Chief
S. A. Meguid
2022· editorial· en· International Journal of Mechanics and Materials in Design· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Elemental pub quiz challenge
Juris Meija
2019· article· en· Analytical and Bioanalytical Chemistry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Fostering Conversations at Your Academic Poster
David Freedman, Jiwon Oh, Anthony Feinstein
2025· article· en· Neurology Education· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
2
citations
affunlabeled
How to write an abstract that will be accepted
Mary Higgins, Maeve Eogan, Keelin O’Donoghue, Nóirín Russell
2013· article· en· BMJ· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
2
citations
affvenueunlabeled
Overcoming Writer’s Block
Reham Albakouni
2023· article· en· Writing across the University of Alberta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Challenging the social norms of authorship assignment
Suzanne Morris
2009· article· en· Queensland's institutional digital repository (The University of Queensland)· Arts and Humanities
machine prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
1
citations
affno abstractunlabeled
Editorial: message from the editor-in-chief
S. A. Meguid
2023· editorial· en· International Journal of Mechanics and Materials in Design· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Ten Rules of Academic Writing
Stephen K. Donovan
2010· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
1
citations
affgemma · metaresearchgpt · open_sciencemodels split
Journal of Neurochemistry embraces Transparent Peer Review
Andrew J. Lawrence, Marco A. M. Prado
2023· editorial· en· Journal of Neurochemistry· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
1
citations
venueno affunlabeled
Reviews
2013· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
notes on falling and flying
Michelle Newman
2008· article· en· Canadian Theatre Review· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Quarter-sheet questions
John L. Hubisz
2010· article· en· The Physics Teacher· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Editorial
Roger Watson
2003· editorial· en· Journal of Clinical Nursing· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
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