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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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Amphibian and Reptile 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.

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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.

2,227 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.
2,227 works in the cohort · of 4,299,418page 44 of 45

Labels cover 2 of 2,227 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 2,227 of 2,227 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
YorkU.Impermeable/Pond.Oct17-2016
Numra Shah, Moses Njoroge, Candice Ho
2016· dataset· en· Figshare· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Dendrelaphis Boulenger 1890
2023· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
VCF File with Site Metadata
2022· dataset· en· Figshare· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
STRATEGIC PLANNING FOR BUSINESS INNOVATION
2013· article· en· Institutional Repository National Mining University of Ukraine (National Mining University of Ukraine)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Dissertations
2015· article· en· Indiana Magazine of History (Indiana University)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
British Columbia
2004· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Medium Wave DX 2024-02-25 0757-0807 (WCNA)
2024· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Accordion Noir 2010-02-05: Happy Valentines Day
2010· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
226
2008· article· en· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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