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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
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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 10 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.

affaboutunlabeled
Control of oil spills in urban areas
Jenny King-Lai Chui
2021· preprint· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Ocean remote sensing for sustainable resources
Gad Levy, Stefano Vigundelli, Jim Gower
2016· article· en· International Journal of Remote Sensing· Environmental Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Dispersion of Oil Droplets in Rivers
Fangda Cui, Hamed Matini Behzad, Xiaolong Geng, Lin Zhao, Kenneth Lee, Michel C. Boufadel
2021· article· en· Journal of Hydraulic Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
THE GREAT PATAGONIAN OIL SPILL (METULA), 41 YEARS LATER
Erich R. Gundlach
2017· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Advances in Treating Agents for Oil Spill Response
Tim Nedwed, Amy Tidwell, Ian Buist, Randy Belore, Gerald Canevari
2012· article· en· International Conference on Health, Safety and Environment in Oil and Gas Exploration and Production· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Analysis of oil spill strategies in the Canadian Beaufort Sea
Beomrak Lee
2016· dissertation· en· Texas ScholarWorks (Texas Digital Library)· Environmental Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
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· preprint· en· medRxiv· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Shore Management Guidelines
J. William Kamphuis
2002· article· en· Coastal Engineering· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
High Pressure Injection of Chemicals in a Gravel Beach
Xiaolong Geng, Ali Abdollahi-Nasab, Chunjiang An, Zhi Chen, Kenneth Lee, Michel C. Boufadel
2019· article· en· Processes· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Oil Fingerprinting and Spill Source Identification
Z. Wang
2008· book-chapter· en· NATO science for peace and security series. C, Environmental security· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
2
citations
affunlabeled
Risk-averse Oil-spill Response Planning
Z. Liu, Hassan Sarhadi
2021· article· en· 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations

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