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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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Topics in geobiology
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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.

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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.

21 results · 1 filter active ·
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20002018
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
21 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 21 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 21 of 21 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Great Ordovician Biodiversification Event
M. Gabriela Mángano, Luís A. Buatois, Mark A. Wilson, Mary L. Droser
2016· book-chapter· en· Topics in geobiology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
593
citations
affno abstractunlabeled
The Cambrian Explosion
M. Gabriela Mángano, Luís A. Buatois
2016· book-chapter· en· Topics in geobiology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
79
citations
affno abstractunlabeled
The Mesozoic Marine Revolution
Luís A. Buatois, Noelia B. Carmona, H. Allen Curran, Renata Guimarães Netto, M. Gabriela Mángano, Andreas Wetzel
2016· book-chapter· en· Topics in geobiology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
64
citations
affno abstractunlabeled
Ediacaran Ecosystems and the Dawn of Animals
Luís A. Buatois, M. Gabriela Mángano
2016· book-chapter· en· Topics in geobiology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
59
citations
affno abstractunlabeled
Adolescent Growth and Maturity in Nautilus
Desmond Collins, Peter D. Ward
2009· book-chapter· en· Topics in geobiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
40
citations
affno abstractunlabeled
Phylogenetic Systematics: Five Steps to Enlightenment
Deborah A. McLennan, Daniel R. Brooks
2001· book-chapter· en· Topics in geobiology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations
affno abstractunlabeled
Marine Conservation Paleobiology
Carrie L. Tyler, Chris L. Schneider
2018· book· en· Topics in geobiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
affno abstractunlabeled
Late Triassic Global Plate Tectonics
Jan Golonka, Ashton Embry, Michał Krobicki
2017· book-chapter· en· Topics in geobiology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
33
citations
affno abstractunlabeled
Nautilus Shell Architecture
Roger A. Hewitt, Gerd E. G. Westermann
2009· book-chapter· en· Topics in geobiology· Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
The Circulatory System
George B. Bourne
2009· book-chapter· en· Topics in geobiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

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