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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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Evolution and Genetic Dynamics
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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.

2,079 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.
2,079 works in the cohort · of 4,299,418page 10 of 42

Labels cover 4 of 2,079 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 2,079 of 2,079 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Coevolution of Genome Architecture and Social Behavior
Dustin R. Rubenstein, J. Arvid Ågren, Lucia Carbone, Nels C. Elde, Hopi E. Hoekstra, Karen M. Kapheim +5 more
2019· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
fundno affunlabeled
Sympatric Speciation: When Is It Possible in Bacteria?
Jonathan Friedman, Eric J. Alm, B. Jesse Shapiro
2013· article· en· PLoS ONE· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations
fundno affunlabeled
Making the Most of Clade Selection
W. Ford Doolittle
2016· article· en· Philosophy of Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
59
citations
affunlabeled
‘Adaptive Dynamics’ vs. ‘adaptive dynamics’
Peter A. Abrams
2005· letter· en· Journal of Evolutionary Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
58
citations
afffundno abstractunlabeled
Paradigm change in evolutionary microbiology
Maureen A. O’Malley
2005· article· en· Studies in History and Philosophy of Science Part C Studies in History and Philosophy of Biological and Biomedical Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
57
citations
afffundunlabeled
Does diversity beget diversity in microbiomes?
Naïma Madi, Michiel Vos, Carmen Lía Murall, Pierre Legendre, B. Jesse Shapiro
2020· article· en· eLife· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
57
citations
fundno affunlabeled
Competitive history shapes rapid evolution in a seasonal climate
Tess Nahanni Grainger, Seth M. Rudman, Paul Schmidt, Jonathan M. Levine
2021· article· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
56
citations
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