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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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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 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Using thematic analysis in psychology
2006· article· en· Qualitative Research in Psychology· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
183,308
citations
affunlabeled
Adam: A Method for Stochastic Optimization
2014· preprint· en· UvA-DARE (University of Amsterdam)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
84,783
citations
affno abstractunlabeled
Deep learning
2015· review· en· Nature· Computer Science
distilled prediction:candidate · research_integrityconsensus · research_integrity
81,659
citations
affunlabeled
Scikit-learn: Machine Learning in Python
2012· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
63,737
citations
affunlabeled
Data mining: concepts and techniques
2012· article· en· Choice Reviews Online· Computer Science
distilled prediction:candidate · noneconsensus · none
28,877
citations
afffundno abstractunlabeled
Geant4—a simulation toolkit
2003· article· en· Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
24,478
citations
affunlabeled
Array programming with NumPy
2020· article· en· Nature· Computer Science
distilled prediction:candidate · noneconsensus · none
22,302
citations
affunlabeled
Array programming with NumPy
2020· review· en· TUScholarShare (Temple University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
18,805
citations
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