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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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Cephalopods and Marine Biology
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
fundfunder
venuejournal
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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.

667 results · 1 filter active ·
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20002025
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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.
667 works in the cohort · of 4,299,418page 5 of 14

Labels cover 0 of 667 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 667 of 667 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
10.1016/0967-0653(96)80036-z
Gianfranco D’Onghia, E Lefkatidou, P. Maiorano, P. Panetta
2000· article· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Digestive System of Invertebrates
Peter V. Fankboner
2003· other· en· Encyclopedia of Life Sciences· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
10.1016/0967-0653(94)91510-5
Mark D. Norman
2000· article· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)86282-5
2000· article· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)87752-6
Diana P. Hallman, Karl W. Flessa, Michał Kowalewski, Günther Hertweck, Jill A. Aggen, Julie Carlton
2000· article· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Octopus
Jennifer A. Mather
2010· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Octopus. The ocean’s intelligent invertebrate.
Marta Borgi, Augusto Vitale, Enrico Alleva
2011· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Why the Ovotestis of<i>Helix aspersa</i>is Innervated
Ronald Chase, Tomasz Antkowiak, EMILE GEOFFROY, D. Weatherill
2004· article· en· Acta Biologica Hungarica· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
5
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)86464-2
2000· article· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)80031-u
2000· article· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Rover vision—fundamentals
Alex Ellery
2015· book-chapter· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Cephalopod Intelligence
Jennifer A. Mather
2012· book-chapter· en· Oxford University Press eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)87915-x
2000· article· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations

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