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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 1,903 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.

affunlabeled
Ventilator-induced diaphragmatic dysfunction
Basil J. Petrof, Samir Jaber, Stéfan Matecki
2009· review· en· Current Opinion in Critical Care· Medicine
machine prediction:candidate · noneconsensus · none
176
citations
affunlabeled
The Body Size Dependence of Trophic Cascades
John P. DeLong, Benjamin Gilbert, Jonathan B. Shurin, Van M. Savage, Brandon T. Barton, Christopher F. Clements +8 more
2015· article· en· The American Naturalist· Environmental Science
machine prediction:candidate · noneconsensus · none
176
citations
affno abstractunlabeled
The Cross-Entropy Method for Optimization
Zdravko I. Botev, Dirk P. Kroese, Reuven Y. Rubinstein, Pierre L’Ecuyer
2013· book-chapter· en· Handbook of statistics· Computer Science
machine prediction:candidate · noneconsensus · none
176
citations
afffundunlabeled
High Nucleosome Occupancy Is Encoded at Human Regulatory Sequences
Desiree Tillo, N. Kaplan, Irene K. Moore, Yvonne Fondufe‐Mittendorf, Andrea J. Gossett, Yair Field +4 more
2010· article· en· PLoS ONE· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
176
citations
affno abstractunlabeled
Basic concepts of epigenetics
Michal Inbar‐Feigenberg, Sanaa Choufani, Darci T. Butcher, Maian Roifman, Rosanna Weksberg
2013· review· en· Fertility and Sterility· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
176
citations

How this was built: Screen · Findings · About