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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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Cellular origin and life in extreme habitats
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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
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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.

10 results · 1 filter active ·
Results by year
20072012
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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.
10 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 10 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 10 of 10 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cold Tolerance in Cyanobacteria and Life in the Cryosphere
Warwick F. Vincent
2007· book-chapter· en· Cellular origin and life in extreme habitats· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
78
citations
affno abstractunlabeled
The Margin of the Sea
David J. Garbary
2007· book-chapter· en· Cellular origin and life in extreme habitats· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Recurrent Dreams of Life in Meteorites
Richard Gordon, Jesse McNichol
2012· book-chapter· en· Cellular origin and life in extreme habitats· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
aboutno affno abstractunlabeled
Biofuel from Algae: Salvation from Peak Oil?
Christopher J. Rhodes
2010· book-chapter· en· Cellular origin and life in extreme habitats· Energy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Marine Planktonic Diatoms, Including Potentially Toxic Species
Maria Célia Villac, Irena Kaczmarska
2011· book-chapter· en· Cellular origin and life in extreme habitats· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Life in a Hypervariable Environment
William J. Henley, Jana Kvíderová, Andrea E. Kirkwood, Jessica Milner, Andrew T. Potter
2007· book-chapter· en· Cellular origin and life in extreme habitats· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Horizontal Gene Transfer and the Tree of Life
Jan Sapp
2012· book-chapter· en· Cellular origin and life in extreme habitats· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Adapting Mass Algaculture for a Northern Climate
Jesse McNichol, Patrick J. McGinn
2012· book-chapter· en· Cellular origin and life in extreme habitats· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations

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