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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 390 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.

afffundunlabeled
Global marine primary production constrains fisheries catches
Emmanuel Chassot, Sylvain Bonhommeau, Nicholas K. Dulvy, Frédéric Mélin, Reg Watson, Didier Gascuel +1 more
2010· article· en· Ecology Letters· Environmental Science
machine prediction:candidate · noneconsensus · none
499
citations
affno abstractunlabeled
Derivative-Free and Blackbox Optimization
Charles Audet, Warren Hare
2017· book· en· Springer series in operations research/Springer series in operations research and financial engineering· Computer Science
machine prediction:candidate · noneconsensus · none
499
citations
affno abstractunlabeled
Progranulin is a mediator of the wound response
Zhiheng He, Colin Ong, Jaroslava Halper, Andrew Bateman
2003· article· en· Nature Medicine· Medicine
machine prediction:candidate · noneconsensus · none
499
citations
affno abstractgemma · stsgpt · no categorymodels split
Six modes of co-production for sustainability
Josephine M. Chambers, Carina Wyborn, Melanie Ryan, Robin S. Reid, Maraja Riechers, Anca Şerban +36 more
2021· article· en· Nature Sustainability· Environmental Science
machine prediction:candidate · stsconsensus · none
499
citations
afffundunlabeled
Motoric cognitive risk syndrome
Joe Verghese, Cédric Annweiler, Emmeline Ayers, Nir Barzilai, Olivier Beauchet, David A. Bennett +24 more
2014· article· en· Neurology· Health Professions
machine prediction:candidate · noneconsensus · none
498
citations
affno abstractunlabeled
Hypoplastic Left Heart Syndrome
Jeffrey A. Feinstein, D. Woodrow Benson, Anne M. Dubin, Meryl S. Cohen, Dawn Maxey, William T. Mahle +22 more
2011· review· en· Journal of the American College of Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
498
citations
afffundaboutunlabeled
The Third Version of the Copenhagen Psychosocial Questionnaire
Hermann Burr, Hanne Berthelsen, Salvador Moncada, Matthias Nübling, Émilie Dupret, Yücel Demıral +9 more
2019· article· en· Safety and Health at Work· Health Professions
machine prediction:candidate · noneconsensus · none
498
citations

How this was built: Screen · Findings · About