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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.

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
Evidence
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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 2 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. 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.

afffundunlabeled
Local Adaptation by Alleles of Small Effect
Sam Yeaman
2015· article· en· The American Naturalist· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
337
citations
affunlabeled
Evolutionary rescue and the limits of adaptation
Graham Bell
2012· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
335
citations
affno abstractunlabeled
Disruptive selection and then what?
Claus Rueffler, Tom J. M. Van Dooren, Olof Leimar, Peter A. Abrams
2006· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
325
citations
affno abstractunlabeled
Estimating the mutation load in human genomes
Brenna M. Henn, Laura R. Botigué, Carlos D. Bustamante, Andrew G. Clark, Simon Gravel
2015· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
323
citations
affunlabeled
Adaptation, extinction and global change
Graham Bell, Sinéad Collins
2008· article· en· Evolutionary Applications· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
311
citations
affno abstractunlabeled
Disturbance and diversity in experimental microcosms
Angus Buckling, Rees Kassen, Graham Bell, Paul B. Rainey
2000· article· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
301
citations
affno abstractunlabeled
The evolution, evolvability and engineering of gene regulatory DNA
Eeshit Dhaval Vaishnav, Carl G. de Boer, Jennifer Molinet, Moran Yassour, Xian Adiconis, Dawn Thompson +3 more
2022· article· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
300
citations
affunlabeled
Evolutionary principles and their practical application
Andrew P. Hendry, Michael T. Kinnison, Mikko Heino, Troy Day, Thomas B. Smith, G. P. Fitt +10 more
2011· article· en· Evolutionary Applications· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
286
citations
affno abstractunlabeled
Parasite adaptations to within-host competition
Nicole Mideo
2009· review· en· Trends in Parasitology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
271
citations
affunlabeled
General Models of Multilocus Evolution
Mark Kirkpatrick, Toby Johnson, Nick Barton
2002· review· en· Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
259
citations
affgemma · open_sciencegpt · no categorymodels split
A community-maintained standard library of population genetic models
Jeffrey R. Adrion, C. B. Cole, Noah Dukler, Jared Galloway, Ariella Gladstein, Graham Gower +23 more
2020· article· en· eLife· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
256
citations
affunlabeled
Species Interactions and the Evolution of Sex
Sarah P. Otto, Scott L. Nuismer
2004· article· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
253
citations
affunlabeled
The fixation probability of beneficial mutations
Zaheerabbas Patwa, Lindi M. Wahl
2008· review· en· Journal of The Royal Society Interface· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
250
citations
affunlabeled
Eco‐evolutionary feedbacks—Theoretical models and perspectives
Lynn Govaert, Emanuel A. Fronhofer, Sébastien Lion, Christophe Eizaguirre, Dries Bonte, Martijn Egas +8 more
2018· article· en· Functional Ecology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
238
citations
affno abstractunlabeled
Do bacteria have sex?
Rosemary J. Redfield
2001· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
235
citations
affunlabeled
The Ecology and Genetics of Microbial Diversity
Rees Kassen, Paul B. Rainey
2004· review· en· Annual Review of Microbiology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
224
citations

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