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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.

This cohort has 4,299,418 works, more than the 100,000-row export cap: the file will contain the first 100,000 ordered by OpenAlex id, and says so in its last line. Narrow the cohort, page the API, or rebuild the frame from the repository for the rest. 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.

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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.

4,299,418 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.
4,299,418 works in the cohort · of 4,299,418page 91 of 85,989

Labels cover 11,048 of 4,299,418 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 4,299,418 of 4,299,418 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.

affunlabeled
The CARE Principles for Indigenous Data Governance
Stephanie Russo Carroll, Ibrahim Garba, Óscar Luis Figueroa Rodríguez, Jarita Holbrook, Raymond Lovett, S. A. Materechera +8 more
2020· article· en· Data Science Journal· Computer Science
machine prediction:candidate · open_scienceconsensus · none
1,206
citations
affno abstractunlabeled
Averting biodiversity collapse in tropical forest protected areas
William F. Laurance, D. Carolina Useche, Julio Rendeiro, Margareta B. Kalka, Corey J. A. Bradshaw, Sean Sloan +207 more
2012· article· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
1,205
citations
afffundunlabeled
On Choosing and Bounding Probability Metrics
Alison L. Gibbs, Francis Edward Su
2002· article· en· International Statistical Review· Mathematics
machine prediction:candidate · noneconsensus · none
1,204
citations
affunlabeled
Toward Principles for Enhancing the Resilience of Ecosystem Services
Reinette Biggs, Maja Schlüter‬, Duan Biggs, Erin Bohensky, Shauna BurnSilver, Georgina Cundill +12 more
2012· article· en· Annual Review of Environment and Resources· Environmental Science
machine prediction:candidate · noneconsensus · none
1,204
citations
affno abstractunlabeled
Data exchange: semantics and query answering
Ronald Fagin, Phokion G. Kolaitis, Renée J. Miller, Lucian Popa
2004· article· en· Theoretical Computer Science· Computer Science
machine prediction:candidate · noneconsensus · none
1,203
citations
affno abstractunlabeled
Exercise treatment for depression
Andrea L. Dunn, Madhukar H. Trivedi, Camillia G. Clark, Heather Chambliss
2004· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1,202
citations
affunlabeled
The Medical Segmentation Decathlon
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp‐Schneider, Bennett A. Landman +52 more
2022· article· en· Nature Communications· Medicine
machine prediction:candidate · noneconsensus · none
1,202
citations
afffundno abstractunlabeled
CO2 bio-mitigation using microalgae
Bei Wang, Yanqun Li, Nan Wu, Christopher Q. Lan
2008· review· en· Applied Microbiology and Biotechnology· Energy
machine prediction:candidate · noneconsensus · none
1,201
citations
affunlabeled
The Psychology of Fake News
Gordon Pennycook, David G. Rand
2021· review· en· Trends in Cognitive Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
1,200
citations
afffundunlabeled
Caffeine Therapy for Apnea of Prematurity
Barbara Schmidt, Robin S. Roberts, Peter G. Davis, Lex W. Doyle, Keith J. Barrington, Arne Ohlsson +2 more
2006· article· en· New England Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1,199
citations

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