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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
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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 14 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
Keystone Genes
Lotte H. Skovmand, Charles C.Y. Xu, Maria R. Servedio, Patrik Nosil, Rowan D. H. Barrett, Andrew P. Hendry
2018· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
affunlabeled
THE COST OF FLUCTUATING INBREEDING DEPRESSION
Pierre‐Olivier Cheptou, Daniel J. Schoen
2002· article· en· Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
33
citations
afffundunlabeled
Demystifying individual heterogeneity
Amy B. Forsythe, Troy Day, William A. Nelson
2021· review· en· Ecology Letters· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
afffundunlabeled
Simulations of biomass dynamics in community food webs
Eva Delmas, Ulrich Brose, Dominique Gravel, Daniel B. Stouffer, Timothée Poisot
2016· article· en· Methods in Ecology and Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Challenges and Approaches to Genotyping Repetitive DNA
Elizabeth A. Morton, Ashley N. Hall, Elizabeth X. Kwan, Calvin Mok, Konstantin Queitsch, Vivek Nandakumar +4 more
2019· article· en· G3 Genes Genomes Genetics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affunlabeled
Evolutionary Branching in Complex Landscapes
Benjamin C. Haller, Rupert Mazzucco, Ulf Dieckmann
2013· article· en· The American Naturalist· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Biodiversity change under adaptive community dynamics
Tadhg Carroll, Françoise Cardou, María Dornelas, Chris D. Thomas, Mark Vellend
2023· article· en· Global Change Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Efficient ancestry and mutation simulation with msprime 1.0
Franz Baumdicker, Gertjan Bisschop, Daniel Goldstein, Graham Gower, Aaron P. Ragsdale, Georgia Tsambos +26 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations

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