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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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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 1 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
Long-Term Ecosystem Response to the Exxon Valdez Oil Spill
Charles H. Peterson, Stanley D. Rice, Jeffrey W. Short, Daniel Esler, James L. Bodkin, Brenda E. Ballachey +1 more
2003· review· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,566
citations
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
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
affunlabeled
A Review of Oil Spill Remote Sensing
Merv Fingas, Carl E. Brown
2017· review· en· Sensors· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
419
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
Review of behaviour of oil in freezing environments
Merv Fingas, Bruce P. Hollebone
2003· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
105
citations
affunlabeled
Synthetic Aperture Radar (SAR) for Ocean: A Review
Reza Mohammadi Asiyabi, Arsalan Ghorbanian, Shaahin Nazarpour Tameh, Meisam Amani, Shuanggen Jin, Ali Mohammadzadeh
2023· review· en· IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing· Environmental Science
distilled prediction:candidate · noneconsensus · none
98
citations
affunlabeled
Public health impacts of an imminent Red Sea oil spill
Benjamin Q. Huynh, Laura H. Kwong, Mathew V. Kiang, Elizabeth T. Chin, Amir M. Mohareb, Aisha O. Jumaan +4 more
2021· article· en· Nature Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
74
citations
affno abstractunlabeled
Investigation of OMA formation and the effect of minerals
Haiping Zhang, Mona Khatibi, Ying Zheng, Kenneth Lee, Zhengkai Li, Joseph V. Mullin
2010· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations

How this was built: Screen · Findings · About