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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 · 0 filters active
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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 44 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.

affno abstractunlabeled
Estimates of optimal vitamin D status
Bess Dawson‐Hughes, Robert P. Heaney, Michael F. Holick, Paul Lips, Pierre J. Meunier, Reinhold Vieth
2005· editorial· en· Osteoporosis International· Medicine
machine prediction:candidate · noneconsensus · none
1,873
citations
affno abstractunlabeled
Positive interactions among alpine plants increase with stress
Ragan M. Callaway, Rob W. Brooker, Philippe Choler, Zaal Kikvidze, Christopher J. Lortie, Richard Michalet +7 more
2002· article· en· Nature· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1,872
citations
afffundno abstractunlabeled
The state of desalination and brine production: A global outlook
Edward R. Jones, Manzoor Qadir, Michelle T. H. van Vliet, Vladimir Smakhtin, Seong-mu Kang
2018· review· en· The Science of The Total Environment· Environmental Science
machine prediction:candidate · noneconsensus · none
1,870
citations
aboutno affunlabeled
Lead toxicity: a review
Ab Latif Wani, Anjum Ara, Jawed Ahmad Usmani
2015· review· en· Interdisciplinary Toxicology· Environmental Science
machine prediction:candidate · noneconsensus · none
1,870
citations
affunlabeled
Who Blows the Whistle on Corporate Fraud?
Alexander Dyck, Adair Morse, Luigi Zingales
2010· article· en· The Journal of Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1,869
citations
fundno affunlabeled
Triglycerides and Cardiovascular Disease
Michael Miller, Neil J. Stone, Christie M. Ballantyne, Vera Bittner, Michael H Criqui, Henry N. Ginsberg +6 more
2011· article· en· Circulation· Medicine
machine prediction:candidate · noneconsensus · none
1,868
citations
affunlabeled
Nature and mental health: An ecosystem service perspective
Gregory N. Bratman, Christopher B. Anderson, Marc G. Berman, B.J. Cochran, S. de Vries, Jon Flanders +20 more
2019· review· en· Science Advances· Environmental Science
machine prediction:candidate · noneconsensus · none
1,868
citations
affunlabeled
Long-Term Results of Hypofractionated Radiation Therapy for Breast Cancer
Timothy J. Whelan, Jean‐Philippe Pignol, Mark N. Levine, Jim A. Julian, Robert G. MacKenzie, Sameer Parpia +9 more
2010· article· en· New England Journal of Medicine· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1,867
citations
affno abstractunlabeled
Ultrasensitive solution-cast quantum dot photodetectors
Gerasimos Konstantatos, Ian A. Howard, A. Fischer, Sjoerd Hoogland, Jason Clifford, Ethan J. D. Klem +2 more
2006· article· en· Nature· Materials Science
machine prediction:candidate · noneconsensus · none
1,865
citations
affunlabeled
Pyrosequencing enumerates and contrasts soil microbial diversity
Luiz Fernando Würdig Roesch, Roberta R. Fulthorpe, Alberto Riva, George Casella, Alison K.M. Hadwin, Angela D. Kent +4 more
2007· article· en· The ISME Journal· Environmental Science
machine prediction:candidate · noneconsensus · none
1,861
citations
venueno affno abstractunlabeled
Predicting Material Accounting Misstatements*
Patricia Dechow, Weili Ge, Chad R. Larson, Richard G. Sloan
2011· article· en· Contemporary Accounting Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1,857
citations
affno abstractunlabeled
GRADE guidelines: 8. Rating the quality of evidence—indirectness
Gordon Guyatt, Andrew D Oxman, Regina Kunz, James Woodcock, Jan Brożek, Mark Helfand +11 more
2011· article· en· Journal of Clinical Epidemiology· Economics, Econometrics and Finance
machine prediction:candidate · metaresearchconsensus · none
1,855
citations
afffundunlabeled
Resilience across Cultures
Michael Ungar
2006· article· en· The British Journal of Social Work· Psychology
machine prediction:candidate · noneconsensus · none
1,855
citations

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