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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 222 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
Speciation along environmental gradients
Michael Doebeli, Ulf Dieckmann
2003· article· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
707
citations
affunlabeled
Sitaxsentan Therapy for Pulmonary Arterial Hypertension
Robyn J. Barst, David Langleben, Adaani Frost, Evelyn M. Horn, Ronald J. Oudiz, Shelley Shapiro +8 more
2003· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
707
citations
afffundaboutunlabeled
The Identification of Frailty: A Systematic Literature Review
Shelley A. Sternberg, Andrea Wershof Schwartz, Sathya Karunananthan, Howard Bergman, A. Mark Clarfield
2011· review· en· Journal of the American Geriatrics Society· Medicine
machine prediction:candidate · noneconsensus · none
707
citations
afffundunlabeled
Guidelines for Reporting Outcomes in Trial Reports
Nancy J. Butcher, Andrea Monsour, Emma J. Mew, An‐Wen Chan, David Moher, Evan Mayo‐Wilson +20 more
2022· review· en· JAMA· Social Sciences
machine prediction:candidate · metaresearchconsensus · metaresearch
707
citations
fundno affno abstractunlabeled
Autophagy regulation by nutrient signaling
Ryan C. Russell, Hai‐Xin Yuan, Kun‐Liang Guan
2013· review· en· Cell Research· Medicine
machine prediction:candidate · noneconsensus · none
707
citations
affunlabeled
Extreme Learning Machines [Trends & Controversies]
Erik Cambria, Guang-Bin Huang, Hongming Zhou, Chi‐Man Vong, Jiarun Lin, Jianping Yin +24 more
2013· article· en· IEEE Intelligent Systems· Computer Science
machine prediction:candidate · noneconsensus · none
706
citations
affunlabeled
Smart Contract Development: Challenges and Opportunities
Weiqin Zou, David Lo, Pavneet Singh Kochhar, Xuan-Bach Dinh Le, Xin Xia, Yang Feng +2 more
2019· article· en· IEEE Transactions on Software Engineering· Computer Science
machine prediction:candidate · noneconsensus · none
706
citations
affno abstractunlabeled
Preventive strategies for mental health
Celso Arango, Covadonga M. Díaz‐Caneja, Patrick D. McGorry, Judith L. Rapoport, Iris E. Sommer, Jacob Vorstman +5 more
2018· review· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
706
citations
affunlabeled
Sickle Cell Disease in Africa
Scott D. Grosse, Isaac Odame, Hani K. Atrash, Djesika Amendah, Frédéric B. Piel, Thomas N. Williams
2011· article· en· American Journal of Preventive Medicine· Medicine
machine prediction:candidate · noneconsensus · none
706
citations
afffundunlabeled
Microclimate moderates plant responses to macroclimate warming
Pieter De Frenne, Francisco Rodríguez‐Sánchez, David A. Coomes, Lander Baeten, Gorik Verstraeten, Mark Vellend +30 more
2013· article· en· Proceedings of the National Academy of Sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
706
citations
affunlabeled
Fundamentals of Critical Argumentation
Douglas Walton
2005· book· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
706
citations

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