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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 Pollution Bulletin
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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.

910 results · 1 filter active ·
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20012025
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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.
910 works in the cohort · of 4,299,418page 6 of 19

Labels cover 0 of 910 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 910 of 910 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Sequential webcam monitoring and modeling of marine debris abundance
Shin’ichiro Kako, Atsuhiko Isobe, Tomoya Kataoka, Kei Yufu, Shuto Sugizono, Charlie Plybon +1 more
2018· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affno abstractunlabeled
Natural attenuation of oil in marine environments: A review
Bérangère Péquin, Qinhong Cai, Kenneth Lee, Charles W. Greer
2022· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
40
citations
fundno affunlabeled
Behavioural responses of wild Pacific salmon and herring to boat noise
Inge van der Knaap, Erin Ashe, Dave Hannay, Asila Ghoul Bergman, Kimberly A. Nielsen, Catherine F. Lo +1 more
2021· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
39
citations
affno abstractunlabeled
DDT in endangered Galapagos sea lions (Zalophus wollebaeki)
Juan José Alava, Peter S. Ross, Michael G. Ikonomou, Marilyn Cruz, Gustavo Jiménez-Uzcátegui, Cory Dubetz +5 more
2011· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations
afffundaboutno abstractunlabeled
Mercury concentrations in feathers of marine birds in Arctic Canada
Mark L. Mallory, Birgit M. Braune, Jennifer F. Provencher, Daniel B. Callaghan, H. Grant Gilchrist, Samuel T. Edmonds +2 more
2015· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
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