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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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Biology & Philosophy
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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.

57 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
57 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 57 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 57 of 57 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
On emergence, agency, and organization
Stuart Kauffman, Philip Clayton
2006· article· en· Biology & Philosophy· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
191
citations
affno abstractunlabeled
Propagating organization: an enquiry
Stuart Kauffman, Robert K. Logan, Robert Andrew Este, Randy Goebel, David Hobill, Ilya Shmulevich
2007· article· en· Biology & Philosophy· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
107
citations
afffundno abstractunlabeled
Biological individuality: the case of biofilms
Marc Ereshefsky, Makmiller Pedroso
2012· article· en· Biology & Philosophy· Social Sciences
distilled prediction:candidate · noneconsensus · none
79
citations
afffundno abstractunlabeled
The generality of Constructive Neutral Evolution
T. D. P. Brunet, W. Ford Doolittle
2018· article· en· Biology & Philosophy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
71
citations
affno abstractunlabeled
Whither adaptation?
Andrew P. Hendry, Andrew Gonzalez
2008· article· en· Biology & Philosophy· Social Sciences
distilled prediction:candidate · noneconsensus · none
67
citations
affunlabeled
Logical fallacies and invasion biology
Radu Cornel Guiașu, Christopher W. Tindale
2018· article· en· Biology & Philosophy· Social Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
affno abstractunlabeled
Natural selection and history
John Beatty, Eric Desjardins
2009· article· en· Biology & Philosophy· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
34
citations
afffundno abstractunlabeled
The Structure of Evolution by Natural Selection
Richmond Campbell, Jason Scott Robert
2005· article· en· Biology & Philosophy· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
The other eukaryotes in light of evolutionary protistology
Maureen A. O’Malley, Alastair G. B. Simpson, Andrew J. Roger
2012· article· en· Biology & Philosophy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
29
citations
fundno affno abstractunlabeled
In defense of living fossils
Derek Turner
2019· article· en· Biology & Philosophy· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
afffundno abstractunlabeled
Introduction
Sahotra Sarkar, Jason Scott Robert
2003· article· en· Biology & Philosophy· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Life's Early Years
David L. Nanney, Robert A. Wilson
2001· article· en· Biology & Philosophy· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Critical Notice
Christopher di Carlo
2001· article· en· Biology & Philosophy· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Response to critics
Victor Kumar, Richmond Campbell
2023· article· en· Biology & Philosophy· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
fundno affno abstractunlabeled
Molecular organisms
Maureen A. O’Malley
2015· article· en· Biology & Philosophy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Woolcock, Ruse, Again
James A. Ryan
2000· article· en· Biology & Philosophy· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About