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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.

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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 6 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.

affno abstractunlabeled
Coral Reef Resilience in Hot Water
Lesley Evans Ogden
2022· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Taming the Wild Carrot
M. Jean Stone
2016· article· en· BioScience· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Representation in <i>BioScience</i> Authorship
Stephen A. Gallo, James M. Verdier, Scott L. Collins
2022· article· en· BioScience· Computer Science
machine prediction:candidate · metaresearch+bibliometricsconsensus · none
1
citations
affno abstractunlabeled
Immunology Gone Wild
Vanessa Schipani
2016· article· en· BioScience· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Systemic sexism in academia: an early-career viewpoint
Olivia del Giorgio, Gabriela Fontanarrosa, Silvia B. Lomáscolo, María Piquer‐Rodríguez
2025· review· en· BioScience· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
1
citations
affunlabeled
Measuring the quality of species list governance
Stephen T. Garnett, Olaf Bánki, Saroj Kanta Barik, Alex J. Berryman, Patrice Bouchard, John S. Buckeridge +20 more
2025· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Hitchhiker's Guide to Quant Biology
Arun S. Moorthy
2016· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Muzzles off for Federal Scientists in Canada
Lesley Evans Ogden
2016· article· en· BioScience· Environmental Science
machine prediction:candidate · metaresearch+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Uniting the (Social) Sciences?
Louise Barrett
2017· article· en· BioScience· Decision Sciences
machine prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Scholarly discourse in polarizing interdisciplinary contexts
Danish A. Ahmed, Lorenzo Vilizzi, Ali Serhan Tarkan, Dagmara Błońska, Teun Everts, U. Kutschera +26 more
2025· article· en· BioScience· Social Sciences
machine prediction:candidate · metaresearch+stsconsensus · none
1
citations
afffundno abstractunlabeled
Biodiversity science and biosurveillance are fellow travelers
Timothée Poisot, Daniel J. Becker, Michael Catchen, Rory Gibb, Paloma Helena Fernandes Shimabukuro, Colin J. Carlson
2025· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Corrigendum: Functional Diversity: An Epistemic Roadmap
Christophe Malaterre, Antoine C. Dussault, Ely Mermans, Gillian Barker, Beatrix E. Beisner, Frédéric Bouchard +10 more
2021· erratum· en· BioScience· Neuroscience
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Biological Invasions Simply Explained
Anthony Ricciardi
2014· article· en· BioScience· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Fires in the Petrocene
Juli G. Pausas
2025· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Minds and Morals
Louise Barrett
2012· article· en· BioScience· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
An Economy for 2100
Kai M. A. Chan
2016· article· en· BioScience· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
New Tools for Grizzly Bear Biologists
Niki Wilson
2014· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Travels through Time
Lesley Evans Ogden
2019· article· en· BioScience· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
In Their Own Words: Daniel Simberloff
James M. Verdier
2022· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
An Evolutionary Primer on Pregnancy
Bryan D. Neff
2014· article· es· BioScience· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Response to Kabisch and Colleagues
Jesse T. Rieb, Rebecca Chaplin‐Kramer, Gretchen C. Daily, Paul R. Armsworth, Katrin Böhning‐Gaese, Aletta Bonn +15 more
2017· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
AIBSnews
Donna Royston
2002· article· en· BioScience· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
AIBSnews
Brian Alters, Carl T. Bergstrom, Rodger W. Bybee, Lynn Caporale, Joël Cracraft, Judy Diamond +34 more
2004· article· en· BioScience· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Evolution Extended
Diane Ebert‐May
2008· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fighting Forest Blights
Cathy Lundmark
2007· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Broad View of Landscapes
Mark R. T. Dale
2007· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Nature-Inspired Robots
Niki Wilson
2019· article· en· BioScience· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response from Krebs:
Charles J. Krebs
2001· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About