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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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aboutaboutness

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
Language
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Citations
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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Coral Reef Resilience in Hot Water
2022· article· en· BioScience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Taming the Wild Carrot
2016· article· en· BioScience· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affno abstractunlabeled
Immunology Gone Wild
2016· article· en· BioScience· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Hitchhiker's Guide to Quant Biology
2016· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Uniting the (Social) Sciences?
2017· article· en· BioScience· Decision Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
Biological Invasions Simply Explained
2014· article· en· BioScience· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Fires in the Petrocene
2025· article· en· BioScience· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Minds and Morals
2012· article· en· BioScience· Psychology
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
An Economy for 2100
2016· article· en· BioScience· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
New Tools for Grizzly Bear Biologists
2014· article· en· BioScience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Travels through Time
2019· article· en· BioScience· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
In Their Own Words: Daniel Simberloff
2022· article· en· BioScience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
An Evolutionary Primer on Pregnancy
2014· article· es· BioScience· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
AIBSnews
2002· article· en· BioScience· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIBSnews
2004· article· en· BioScience· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Evolution Extended
2008· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fighting Forest Blights
2007· article· en· BioScience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Broad View of Landscapes
2007· article· en· BioScience· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Nature-Inspired Robots
2019· article· en· BioScience· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Response from Krebs:
2001· article· en· BioScience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About