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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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Ichthyology 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
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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.

1,580 results · 1 filter active ·
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20002025
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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.
1,580 works in the cohort · of 4,299,418page 30 of 32

Labels cover 4 of 1,580 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 1,580 of 1,580 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.

aboutno affunlabeled
Pelecanus occidentalis
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Leucophaeus pipixcan
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Leucophaeus atricilla
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Leucophaeus pipixcan
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Leucophaeus atricilla
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pelecanus occidentalis
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
HMCS Yukon write up.docx
2022· dissertation· en· Figshare· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Dusky dottyback actors avoid typecasting
Constance M. O’Connor
2015· article· en· Journal of Experimental Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Scotiazetes Wallwork 1966
2021· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Leander tenuicornis
2022· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Notoscopelus japonicus
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Leander tenuicornis
2022· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Miropotes Nixon 1965
Tomáš Hovorka, Caroline Boudreault, JL Fernandez-Triana
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Miropotes Nixon 1965
Tomáš Hovorka, Caroline Boudreault, JL Fernandez-Triana
2025· article· Open MIND· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Why a sea snake needs a hole in its head
William Joyce
2019· article· en· Journal of Experimental Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Correction
2020· article· en· Historical Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
White-collared Swift: New to Ontario and Canada
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About