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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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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 79 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
Transforming Auto-Encoders
Geoffrey E. Hinton, Alex Krizhevsky, Sida D. Wang
2011· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
1,323
citations
affno abstractunlabeled
Molecular mechanisms of N -acetylcysteine actions
Muhammad Zafarullah, W. Q. Li, Judith Sylvester, Mushtaq Ahmad
2003· review· en· Cellular and Molecular Life Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1,322
citations
affunlabeled
Organic chemistry in water
Chao‐Jun Li, Liang Chen
2005· review· en· Chemical Society Reviews· Chemistry
machine prediction:candidate · noneconsensus · none
1,322
citations
afffundno abstractunlabeled
A reference map of the human binary protein interactome
Katja Luck, Dae‐Kyum Kim, L. Lambourne, Kerstin Spirohn, Bridget E. Begg, Wenting Bian +82 more
2020· article· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1,321
citations
affunlabeled
Auto-WEKA
Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton‐Brown
2013· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
1,321
citations
affunlabeled
Elotuzumab Therapy for Relapsed or Refractory Multiple Myeloma
Sagar Lonial, Meletios Α. Dimopoulos, Antonio Palumbo, Darrell White, Sebastian Grosicki, Ivan Špıčka +22 more
2015· article· en· New England Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1,320
citations
affno abstractunlabeled
Aortic Stenosis in the Elderly
Ruben L.J. Osnabrugge, Darren Mylotte, Stuart J. Head, Nicolas M. Van Mieghem, Vuyisile T. Nkomo, C LeReun +3 more
2013· review· en· Journal of the American College of Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
1,320
citations
fundno affno abstractunlabeled
Lactate Metabolism in Human Lung Tumors
Brandon Faubert, Kevin Y. Li, Ling Cai, Christopher T. Hensley, Jiyeon Kim, Lauren G. Zacharias +18 more
2017· article· en· Cell· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1,320
citations
affunlabeled
Artificial Muscles from Fishing Line and Sewing Thread
Carter S. Haines, Márcio D. Lima, Na Li, Geoffrey M. Spinks, Javad Foroughi, John D. W. Madden +15 more
2014· article· en· Science· Engineering
machine prediction:candidate · noneconsensus · none
1,319
citations
affno abstractunlabeled
Polymer microspheres for controlled drug release
Stephan Freiberg, X. X. Zhu
2004· review· en· International Journal of Pharmaceutics· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
1,319
citations
affunlabeled
Alternative stable states in ecology
Beatrix E. Beisner, DT Haydon, Kim Cuddington
2003· review· en· Frontiers in Ecology and the Environment· Environmental Science
machine prediction:candidate · noneconsensus · none
1,318
citations
affunlabeled
The functional role of producer diversity in ecosystems
Bradley J. Cardinale, Kristin L. Matulich, David U. Hooper, Jarrett E. K. Byrnes, Emmett Duffy, Lars Gamfeldt +3 more
2011· review· en· American Journal of Botany· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1,317
citations
affno abstractunlabeled
Non-psychotic mental disorders in the perinatal period
Louise M. Howard, Emma Molyneaux, Cindy‐Lee Dennis, Tamsen Rochat, Alan Stein, Jeannette Milgrom
2014· review· en· The Lancet· Medicine
machine prediction:candidate · noneconsensus · none
1,316
citations
affunlabeled
Genetic Analyses from Ancient DNA
Svante Pääbo, Hendrik N. Poinar, David Serre, Viviane Jaenicke-Després, Juliane Hebler, Nadin Rohland +4 more
2004· review· en· Annual Review of Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1,315
citations
affunlabeled
Nomenclature of the amphibole supergroup
F. C. Hawthorne, Roberta Oberti, George E. Harlow, Walter V. Maresch, Robert F. Martin, John C. Schumacher +1 more
2012· article· en· American Mineralogist· Materials Science
machine prediction:candidate · noneconsensus · none
1,315
citations
affunlabeled
RHex: A Simple and Highly Mobile Hexapod Robot
Uluc̣ Saranlı, M. Buehler, Daniel E. Koditschek
2001· article· en· The International Journal of Robotics Research· Engineering
machine prediction:candidate · noneconsensus · none
1,313
citations
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