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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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BioScience
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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.

affaffiliation
fundfunder
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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.

316 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.
316 works in the cohort · of 4,299,418page 2 of 7

Labels cover 0 of 316 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 316 of 316 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
Priority Actions to Improve Provenance Decision-Making
Martin F. Breed, Peter A. Harrison, Armin Bischoff, Paula Durruty, Emily K. Gonzales, Kayri Havens +8 more
2018· article· en· BioScience· Environmental Science
machine prediction:candidate · metaresearchconsensus · none
128
citations
fundno affunlabeled
The Genetics and Genomics of Plant Domestication
Michael B. Kantar, Amber R. Nashoba, Justin Anderson, Benjamin K. Blackman, Loren H. Rieseberg
2017· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
115
citations
afffundunlabeled
Addressing Criticisms of Large-Scale Marine Protected Areas
Bethan C. O’Leary, Natalie C. Ban, Miriam Fernández, Alan M. Friedlander, Pablo García Borboroglu, Yimnang Golbuu +8 more
2018· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
113
citations
affunlabeled
Unfurling Fern Biology in the Genomics Age
Michael S. Barker, Paul G. Wolf
2010· article· en· BioScience· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
100
citations
afffundunlabeled
Glacier Retreat and Pacific Salmon
Kara J. Pitman, Jonathan W. Moore, Matthew R. Sloat, Anne H. Beaudreau, Allison Bidlack, Eran Hood +7 more
2020· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
75
citations
afffundunlabeled
Nine Maxims for the Ecology of Cold-Climate Winters
Emily K. Studd, Amanda E. Bates, Andrew J. Bramburger, Timothy Fernandes, Brian Hayden, Hugh A. L. Henry +10 more
2021· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
68
citations
fundno affunlabeled
Society Is Ready for a New Kind of Science—Is Academia?
Bonnie Keeler, Rebecca Chaplin‐Kramer, Anne D Guerry, Prue Addison, Charles Bettigole, Ingrid C. Burke +16 more
2017· article· en· BioScience· Decision Sciences
machine prediction:candidate · metaresearchconsensus · none
67
citations
affCorrection · OpenAlex missed itunlabeled
Internet Blogs, Polar Bears, and Climate-Change Denial by Proxy
Jeffrey A. Harvey, Daphne van den Berg, Jacintha Ellers, Remko Kampen, Thomas W. Crowther, Peter Roessingh +8 more
2017· article· en· BioScience· Social Sciences
machine prediction:candidate · noneconsensus · none
66
citations

How this was built: Screen · Findings · About