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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 1,779 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.

fundno affno abstractunlabeled
Permutation Methods
Paul W. Mielke, Kenneth J. Berry
2007· book· en· Springer series in statistics· Mathematics
machine prediction:candidate · noneconsensus · none
185
citations
affunlabeled
Positive Leadership and Employee Well-Being
E. Kevin Kelloway, Heidi Weigand, Margaret C. McKee, Hari Das
2012· article· en· Journal of Leadership & Organizational Studies· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
185
citations
afffundunlabeled
The many roles of fats in overwintering insects
Brent J. Sinclair, Katie E. Marshall
2018· review· en· Journal of Experimental Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
185
citations
affunlabeled
Checking for prior-data conflict
Michael Evans, Hadas Moshonov
2006· article· en· Bayesian Analysis· Computer Science
machine prediction:candidate · metaresearchconsensus · none
185
citations
afffundno abstractunlabeled
The origin of segmentation motor activity in the intestine
Jan D. Huizinga, Ji‐Hong Chen, Yong Fang Zhu, Andrew J. Pawelka, Ryan J. McGinn, Berj L. Bardakjian +17 more
2014· article· en· Nature Communications· Medicine
machine prediction:candidate · noneconsensus · none
185
citations

How this was built: Screen · Findings · About