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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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International Oil Spill Conference Proceedings
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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.

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.

186 results · 1 filter active ·
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20012021
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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.
186 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 186 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 186 of 186 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A Review of the Problems Posed By Spills of Heavy Fuel Oils
D. V. Ansell, Brian Dicks, Chantal C Guénette, T. H. Moller, Richard Santner, I. C. White
2001· review· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
35
citations
affunlabeled
CHARACTERIZATION OF OIL-MINERAL AGGREGATES
Kenneth Lee, Patricia Stoffyn-Egli
2001· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
NEW SPACE-BORNE SENSORS FOR OIL SPILL RESPONSE
Carl E. Brown, Mervin F. Fingas
2001· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
26
citations
affaboutunlabeled
AIRBORNE OIL SPILL SENSOR TESTING: PROGRESS AND RECENT DEVELOPMENTS
Carl E. Brown, Richard Marois, Mervin F. Fingas, M. Choquet, Jean‐Pierre Monchalin, Joseph V. Mullin +1 more
2001· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affunlabeled
Oil Behaviour in Ice-Infested Waters
Merv Fingas, Bruce P. Hollebone
2014· article· en· International Oil Spill Conference Proceedings· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affaboutunlabeled
MEASURING ENERGY DISSIPATION RATES IN A WAVE TANK
Albert D. Venosa, Vikram J. Kaku, Michel C. Boufadel, Kenneth Lee
2005· article· en· International Oil Spill Conference Proceedings· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
fundno affunlabeled
OIL SPILL DISPERSION STABILITY AND OIL RE-SURFACING
Merv Fingas
2008· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
aboutno affunlabeled
Arctic Council Arctic Marine Shipping Assessment (AMSA)
Atle Fretheim, Elizabeth McLanahan, Soffía Guðmundsdóttir
2011· article· en· International Oil Spill Conference Proceedings· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affunlabeled
What Causes the Formation of Water-in-Oil Emulsions?
Mervin F. Fingas, Ben Fieldhouse, James Lane, Joseph V. Mullin
2001· article· en· International Oil Spill Conference Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Studies of Emissions From Oil Fires
Mervin F. Fingas, Patrick Lambert, Kezhi Li, Zhendi Wang, F.J. Ackerman, Steve Whiticar +6 more
2001· article· en· International Oil Spill Conference Proceedings· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affaboutunlabeled
A REVIEW OF OIL-IN-WATER MONITORING TECHNIQUES
Patrick Lambert, Mike Goldthorp, Ben Fieldhouse, Zhendi Wang, Mervin F. Fingas, Leslie Pearson +1 more
2001· review· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affunlabeled
In-Situ Burning of Orimulsion: Small-Scale Burns
Merv Fingas, Ron MacKay
2003· article· en· International Oil Spill Conference Proceedings· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
aboutno affunlabeled
Anaerobic Biodegradation of Vegetable Oil Spills
Zhengkai Li, Demian E. Wincele, Brian A. Wrenn
2001· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
A Review of Natural Dispersion Models
Merv Fingas
2014· review· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Effectiveness of chemical dispersants used in broken ice conditions
Liv-Guri Faksness, R. Belore, James McCourt, Marius Johnsen, Thor-Arne Pettersen, Per S. Daling
2017· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
HOW TO MODEL WATER-IN-OIL EMULSION FORMATION
Merv Fingas, Ben Fieldhouse
2005· article· en· International Oil Spill Conference Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations

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