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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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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Proceedings of the National Academy of Sciences
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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.

6,318 results · 1 filter 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.
6,318 works in the cohort · of 4,299,418page 125 of 127

Labels cover 9 of 6,318 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 6,318 of 6,318 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
Frank Shu: The forever fighter
Hsien Shang, Doug Johnstone, Susana Lizano
2024· article· en· Proceedings of the National Academy of Sciences· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Iñupiat marine mammal science a long time coming
Murray M. Humphries, Allyson K. Menzies, Alexandra Langwieder
2025· letter· en· Proceedings of the National Academy of Sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fishing fleets as ecosystem sentinels
Heather Welch, Brett Holycross, Allison A. Cluett, Michael G. Jacox, Caren E. Braby, M. Callahan +6 more
2025· article· en· Proceedings of the National Academy of Sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Diamonds in the rubble
Nola Redd
2020· article· en· Proceedings of the National Academy of Sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reply to Piantadosi and Kidd: Endogenous content
Jeffrey Lidz, Chung–hye Han, Julien Musolino
2016· letter· en· Proceedings of the National Academy of Sciences· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Anti-CRISPR-mediated continuous directed evolution of CRISPR-Cas9 in human cells
Andrew L. Sabol, Amanuella A. Mengiste, Samuel J. Hendel, Minh Thuan Nguyen Tran, Anton M. Barybin, Santosh Kumar Chaudhary +10 more
2025· preprint· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
On Hodge polynomials for nonalgebraic complex manifolds
Ludmil Katzarkov, Kyoung-Seog Lee, Ernesto Lupercio, Laurent Meersseman
2025· article· en· Proceedings of the National Academy of Sciences· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The curious case of the Arctic mastodons
Duane Froese
2014· letter· en· Proceedings of the National Academy of Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Profile of Mary Lou Guerinot
Jennifer Viegas
2020· article· en· Proceedings of the National Academy of Sciences· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Coding of tool use independent of body part
Dylan F. Cooke
2025· letter· en· Proceedings of the National Academy of Sciences· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Feasting yeast and the sweetness of diversity
Mark A. Lewis
2019· letter· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
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