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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 196,966 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.

196,966 results · 2 filters 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.
196,966 works in the cohort · of 4,299,418page 118 of 3,940

Labels cover 472 of 196,966 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 196,966 of 196,966 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.

fundno affunlabeled
Generalization with Deep Learning
Zhenghua Chen, Min Wu, Xiaoli Li
2020· book· en· WORLD SCIENTIFIC eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
182
citations
fundno affno abstractunlabeled
Hydrography of chromophoric dissolved organic matter in the North Atlantic
Norman B. Nelson, David A. Siegel, Craig A. Carlson, C. Swan, William M. Smethie, Samar Khatiwala
2007· article· en· Deep Sea Research Part I Oceanographic Research Papers· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
181
citations
fundno affunlabeled
The Pace of Cultural Evolution
Charles Perreault
2012· article· en· PLoS ONE· Social Sciences
machine prediction:candidate · noneconsensus · none
181
citations
fundno affunlabeled
Journal of Advances in Modeling Earth Systems
2018· paratext· en· Journal of Advances in Modeling Earth Systems· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
181
citations
fundno affunlabeled
Resource profile and user guide of the Polygenic Index Repository
Joël Becker, Casper A.P. Burik, Grant Goldman, Nancy Wang, Hariharan Jayashankar, Michael Bennett +59 more
2021· article· en· Nature Human Behaviour· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
181
citations
fundno affunlabeled
Predecessor Rain Events ahead of Tropical Cyclones
Thomas J. Galarneau, Lance F. Bosart, Russ S. Schumacher
2010· article· en· Monthly Weather Review· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
181
citations
fundno affunlabeled
Parameterizing neural power spectra
Matar Haller, Thomas Donoghue, Erik Peterson, Paroma Varma, Priyadarshini Sebastian, Richard Gao +4 more
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
machine prediction:candidate · noneconsensus · none
181
citations
fundno affunlabeled
Raman Spectroscopy in Lithium–Oxygen Battery Systems
Forrest S. Gittleson, Koffi P. C. Yao, David G. Kwabi, Sayed Youssef Sayed, Won‐Hee Ryu, Yang Shao‐Horn +1 more
2015· article· en· ChemElectroChem· Engineering
machine prediction:candidate · noneconsensus · none
181
citations
fundno affunlabeled
Design of a potent CD1d-binding NKT cell ligand as a vaccine adjuvant
Xiangming Li, Masakazu Fujio, Masakazu Imamura, Douglass Wu, Sandhya Vasan, Chi‐Huey Wong +2 more
2010· article· en· Proceedings of the National Academy of Sciences· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
181
citations
fundno affunlabeled
Fault injection attack on deep neural network
Yannan Liu, Lingxiao Wei, Bo Luo, Qiang Xu
2017· article· en· 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)· Computer Science
machine prediction:candidate · noneconsensus · none
181
citations
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