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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
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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
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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 3 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
The Future of Landscape Conservation
Robert F. Baldwin, Stephen C. Trombulak, Paul B. Leonard, Reed F. Noss, Jodi Hilty, Hugh P. Possingham +2 more
2017· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
59
citations
affunlabeled
Towards Global Volunteer Monitoring of Odonate Abundance
Jason T. Bried, Leslie Ries, Brenda D. Smith, Michael A. Patten, John C. Abbott, Joan Damerow +26 more
2020· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Modeling Social–Ecological Scenarios in Marine Systems
Henrik Österblom, Andrew Merrie, Marc Métian, Wiebren J. Boonstra, Thorsten Blenckner, James R. Watson +5 more
2013· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Here and There or Everywhere?
Marc‐André Lachance
2004· article· en· BioScience· Social Sciences
machine prediction:candidate · noneconsensus · none
50
citations
afffundunlabeled
Functional Diversity: An Epistemic Roadmap
Christophe Malaterre, Antoine C. Dussault, Ely Mermans, Gillian Barker, Beatrix E. Beisner, Frédéric Bouchard +10 more
2019· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
47
citations
aboutno affunlabeled
Correlates of Vertebrate Extinction Risk in Canada
Sean C. Anderson, Robert G. Farmer, Francesco Ferretti, Aimee Lee S. Houde, Jeffrey A. Hutchings
2011· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
New Frontiers for Organismal Biology
Dietmar Kültz, David F. Clayton, Gene E. Robinson, R. Craig Albertson, Hannah V. Carey, Molly E. Cummings +12 more
2013· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
39
citations
fundno affunlabeled
Ecology Needs a Convention of Nomenclature
Salvador Herrando‐Pérez, Barry W. Brook, Corey J. A. Bradshaw
2014· article· en· BioScience· Environmental Science
machine prediction:candidate · metaresearchconsensus · none
39
citations
affunlabeled
Mapping Conservation Strategies under a Changing Climate
R. Travis Belote, Matthew S. Dietz, Peter S. McKinley, Anne A. Carlson, Carlos Carroll, Clinton N. Jenkins +4 more
2017· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
34
citations
afffundunlabeled
On the Dynamic Nature of Omnivory in a Changing World
Marie Gutgesell, Kevin S. McCann, Gabriel Gellner, Kévin Cazelles, Christopher J. Greyson‐Gaito, Carling Bieg +8 more
2021· article· en· BioScience· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Ecological Synthesis and Its Role in Advancing Knowledge
Benjamin S. Halpern, Eric L. Berlow, Rich Williams, Elizabeth T. Borer, Frank W. Davis, Brian J. Enquist +7 more
2020· article· en· BioScience· Environmental Science
machine prediction:candidate · metaresearchconsensus · none
26
citations

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