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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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Oil Spill Detection and Mitigation
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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

928 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.
928 works in the cohort · of 4,299,418page 16 of 19

Labels cover 0 of 928 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 928 of 928 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
neurostuff/NiMARE: 0.1.1
2023· other· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction to spill modeling
Merv Fingas
2024· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Resourcing the next industry defining spill
Sarah Marie Hall, Dave Rouse, Paul Foley, Aaron Montgomery
2021· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)92067-l
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Suivi des conditions de la glace à la Baie Déception
Monique Bernier
2016· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Atlantic Flyway Review Fall 2021 Report
2022· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
A New Field Guide For Freshwater Shoreline Response
Sonia Laforest, E H Owens, Leanne Zrum, Patrick Lambert, Shannon M. MacDonald, Stéphane Grenon
2021· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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