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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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Nature Reviews Biodiversity
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Retraction
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

19 results · 1 filter active ·
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20252025
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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.
19 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 19 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 19 of 19 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pathogens and planetary change
Colin J. Carlson, Cole B. Brookson, Daniel J. Becker, Connie A. Cummings, Rory Gibb, Fletcher W. Halliday +7 more
2025· article· en· Nature Reviews Biodiversity· Medicine
distilled prediction:candidate · noneconsensus · none
57
citations
aboutno affunlabeled
Utilizing aquatic environmental DNA to address global biodiversity targets
Florian Altermatt, Marjorie Couton, Luca Carraro, François Keck, Lori Lawson Handley, Florian Leese +3 more
2025· article· en· Nature Reviews Biodiversity· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
54
citations
affno abstractunlabeled
Wildlife’s contributions to people
Rebecca Chaplin‐Kramer, Colleen R. Miller, Laura E. Dee, Nathan Bennett, Alejandra Echeverri, Rachelle K. Gould +6 more
2025· article· en· Nature Reviews Biodiversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
affno abstractunlabeled
Layering solutions to conserve tropical coral reefs in crisis
Carlos M. Duarte, Jessica Blythe, Michelle Devlin, Nathalie Hilmi, Shannon G. Klein, Britta Schaffelke +3 more
2025· article· en· Nature Reviews Biodiversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
The value of political ecology in biodiversity conservation
Bram Büscher, Jessica Dempsey, Jacqueline Lau, Jared D. Margulies, Kate Massarella
2025· article· en· Nature Reviews Biodiversity· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Quantifying species interactions in the Anthropocene
Robert M. Hechler
2025· article· en· Nature Reviews Biodiversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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