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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.

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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
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 7 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Exploiting Invertebrate Intimacy
Carl Lowenberger
2008· article· en· BioScience· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Genetics of Conservation
2018· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
AIBSnews
Donna Royston
2003· article· en· BioScience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Diversity in evidence
Charles B Fenster, Lauren Esposito
2025· article· en· BioScience· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
0
citations
aboutno affunlabeled
Aquaculture’s Turquoise Revolution
Lesley Evans Ogden
2013· article· en· BioScience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Response from Innes and Er
John L. Innes, Kenneth B. H. Er
2003· article· en· BioScience· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
New Titles
Jeffery Young
2012· article· en· BioScience
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Bacteria: Master Microbial Colonizers
Marcia Stone
2015· article· it· BioScience· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Being Humbled by Animal Navigation
Keith A. Hobson
2013· article· en· BioScience· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Putting Protozoa in Their Place
James D. Berger
2002· article· en· BioScience· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Story of Life in One Book
Jason S. Anderson
2015· article· en· BioScience· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About