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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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Marine Invertebrate Physiology and Ecology
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

680 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.
680 works in the cohort · of 4,299,418page 7 of 14

Labels cover 1 of 680 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 680 of 680 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.

fundno affunlabeled
Chemical Defenses in Medusozoa
Oliver J. Lincoln, Jonathan D. R. Houghton, Muhammad Zakariya, Chiara Lauritano, Isabella D’Ambra
2025· review· en· Marine Drugs· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Mesopelagic Mesozooplankton and Micronekton Database
Yulia Egorova, Evgeny A. Pakhomov, Ian McIvor, Auméés Le, T. Spesivy
2025· article· en· Scientific Data· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
OBITUARY
2016· article· en· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Phylum Cnidaria
Vicki J. Martin, Ron Koss
2025· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Meganema claviformis , Fraser 1939
2018· article· en· Open MIND· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Obelia irregularis , Fraser 1943
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Meganema claviformis , Fraser 1939
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Clytia longitheca Fraser 1914
2018· article· en· Open MIND· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Halicornaria indivisa Fraser 1936
2018· article· en· Open MIND· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pulsed dye laser in jellyfish-induced keloids
Astrid Herzum, Gianmaria Viglizzo, Lodovica Gariazzo, Carlotta Pastorino, Nadia Casteni, C. Occella
2024· article· en· Journal of Cosmetic and Laser Therapy· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Guide to the Mental Health Act
2005· article· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Euseius finlandicus
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pseudopolydora floridensis , Delgado-Blas 2008
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pseudopolydora floridensis , Delgado-Blas 2008
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Nannizziopsis vresii intection in a tentacled snake
Mads F. Bertelsen, D.A., G.J.
2005· article· en· Research at the University of Copenhagen (University of Copenhagen)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Antenna Array
2012· article· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Magyar Rendészet 23.
2023· other· hu· repository of the Library and Information Centre, Hungarian Academy of Sciences (REAL-J)· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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