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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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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.

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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 1 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.

affno abstractunlabeled
Environmental effects of the Deepwater Horizon oil spill: A review
Jonny Beyer, Hilde Cecilie Trannum, T. Bakke, Peter V. Hodson, Tracy K. Collier
2016· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
797
citations
affno abstractunlabeled
The Gulf: A young sea in decline
Charles Sheppard, Mohsen Al-Husiani, F. Al-Jamali, Faiza Al‐Yamani, Rob Baldwin, James M. Bishop +18 more
2009· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
781
citations
affno abstractunlabeled
Review of oil spill remote sensing
Merv Fingas, Carl E. Brown
2014· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
725
citations
affno abstractunlabeled
Plastics and beaches: A degrading relationship
Patricia L. Corcoran, Mark C. Biesinger, Meriem D. Grifi
2008· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
665
citations
affno abstractunlabeled
Reducing marine pollution from single-use plastics (SUPs): A review
Riley E.J. Schnurr, Vanessa Alboiu, Meenakshi Chaudhary, Roan A. Corbett, Meaghan Quanz, Karthikeshwar Sankar +4 more
2018· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
608
citations
affno abstractunlabeled
Interactions between climate change and contaminants
Doris Schiedek, Brita Sundelin, James W. Readman, Robie W. Macdonald
2007· review· en· Marine Pollution Bulletin· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
422
citations
afffundno abstractunlabeled
Offshore oil spill response practices and emerging challenges
Pu Li, Qinhong Cai, Weiyun Lin, Bing Chen, Baiyu Zhang
2016· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
352
citations
affno abstractunlabeled
Remote sensing of coral reefs and their physical environment
Peter J. Mumby, William Skirving, A. E. Strong, John T. Hardy, E. LeDrew, Eric J. Hochberg +2 more
2003· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
313
citations
affno abstractunlabeled
Leatherback turtles: The menace of plastic
N. Mrosovsky, Geraldine D. Ryan, Michael C. James
2009· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
178
citations
affno abstractunlabeled
Seabirds at Risk around Offshore Oil Platforms in the North-west Atlantic
Francis K. Wiese, William A. Montevecchi, Gail K. Davoren, Falk Huettmann, Antony W. Diamond, J Linke
2001· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
147
citations

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