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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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Label agreement
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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
Evidence
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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 11 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
Oil/gas jets in water crossflow: The impact of the droplet size
Cosan Daskiran, Fangda Cui, Lin Zhao, Scott A. Socolofsky, Kenneth Lee, Michel C. Boufadel
2021· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
ENERGY AND WORK INPUT IN LABORATORY VESSELS
Merv Fingas
2005· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
afffundaboutunlabeled
eSPACE: Emergency spatial pre-SCAT for Arctic Coastal Ecosystem
Anne‐Marie Demers, Sarah Banks, Jason Duffe, Mélanie Carrière, Valerie Torontow, Bhavana Chaudhary +1 more
2013· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
afffundunlabeled
Marine Oil Spills 2018
Merv Fingas
2019· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Characterizing Dispersion Effectiveness at Varying Salinities
Robyn N. Conmy, Devi Sundaravadivelu, Blake A. Schaeffer, Brian Robinson, Tom King, Robert Grosser +1 more
2021· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Oil Behavior in Ice‐Infested Waters
Merv Fingas, Bruce P. Hollebone
2014· other· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Acid Rain
Umesh Chandra Kulshrestha
2020· book-chapter· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
BEHAVIOR OF VARIABLE DENSITY MUNITIONS UNDER DAM BREAK FORCING
Temitope Ezekiel Idowu, Manoj K. Gangadharan, Emily Chapman, Jack A. Puleo, Jacob Stolle, Damien Pham Van Bang
2023· article· en· Coastal Engineering Proceedings· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Computational Oil-Slick Hub for Offshore Petroleum Studies
Nelson F. F. Ebecken, Fernando Pellon de Miranda, Luiz Landau, Carlos Henrique Beisl, Patricia Mamede da Silva, Gerson Gomes Cunha +3 more
2023· article· en· Journal of Marine Science and Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Canadian Ultralight Accidents in Water (1990 to 2020)
Conor MacDonald, Christopher Brooks, Ross McGowan, Ari Rosberg
2023· article· en· Aerospace Medicine and Human Performance· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Lake Shore Nomenclature
L Provencher, Jean‐Marie Dubois
2012· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)83397-8
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
New York State's Inland Geographic Response Plans
Kirsten Anderson, Kevin G. Hale, T. Festa, Dennis Farrar, Kyle Kolwaite, Scott Stanton +5 more
2017· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About