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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 29 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
Somatosensory function in speech perception
Takayuki Ito, Mark Tiede, David J. Ostry
2009· article· en· Proceedings of the National Academy of Sciences· Psychology
machine prediction:candidate · noneconsensus · none
187
citations
affunlabeled
The emergence of longevous populations
Fernando Colchero, Roland Rau, Owen R. Jones, Dalia A. Conde, Ádám Lénárt, László Németh +14 more
2016· article· en· Proceedings of the National Academy of Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
186
citations
aboutno affunlabeled
Stratospheric solar geoengineering without ozone loss
David W. Keith, Debra K. Weisenstein, J. A. Dykema, Frank N. Keutsch
2016· article· en· Proceedings of the National Academy of Sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
186
citations
affunlabeled
PLA2G6 guards placental trophoblasts against ferroptotic injury
Ofer Beharier, Vladimir A. Tyurin, Julie P. Goff, Jennifer Guerrero‐Santoro, Kazuhiro Kajiwara, Tianjiao Chu +7 more
2020· article· en· Proceedings of the National Academy of Sciences· Medicine
machine prediction:candidate · noneconsensus · none
185
citations
affunlabeled
Whole-genome shotgun assembly and comparison of human genome assemblies
Sorin Istrail, Granger G. Sutton, Liliana Florea, Aaron L. Halpern, Clark Mobarry, Ross A. Lippert +30 more
2004· article· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
184
citations
affunlabeled
Ruling out and ruling in neural codes
Adam Jacobs, G. H. L. Fridman, Robert M. Douglas, N. M. Alam, Peter E. Latham, Glen T. Prusky +1 more
2009· article· en· Proceedings of the National Academy of Sciences· Neuroscience
machine prediction:candidate · noneconsensus · none
184
citations
affunlabeled
Eukaryotic algal phytochromes span the visible spectrum
Nathan C. Rockwell, Deqiang Duanmu, Shelley S. Martin, Charles Bachy, Dana C. Price, Debashish Bhattacharya +2 more
2014· article· en· Proceedings of the National Academy of Sciences· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
183
citations
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