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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.

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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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Offshore Technology Conference
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

341 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.
341 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 341 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 341 of 341 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Offshore Wind Sediment Stability Evaluation Framework
Craig Jones, Sam McWilliams, Georg Engelmann, Aimee Thurlow, Jesse Roberts
2018· article· en· Offshore Technology Conference· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
afffundaboutunlabeled
Safe Evacuation From Offshore Petroleum Installations
Reeni C. Woolgar, António Simões Ré, Brian Veitch, Dean Pelley
2002· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Coming to Americas
Erik Oswald, Cindy Yeilding, Tim Duncan, Liz Schwarze, Chris Golden, Julie Wilson +1 more
2019· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
SRV - the LNG Shuttle and Regas Vessel System
O. Bruno Larsen, Bjorn K. Markussen
2004· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Squall Characterization in the Gulf of Mexico
Gus Jeans, Cortis Cooper, C. Yetsko, George H. Bryan
2014· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
East Breaks Slump, Northwest Gulf of Mexico
Peter K. Trabant, Philip Watts, Frederick L. Lettieri, George A. Jamieson
2001· article· en· Offshore Technology Conference· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
A New Era in CNG Transportation
Len Thompson
2007· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Can Heavy Oil and Deepwater be Mixed?
John P. Haney
2003· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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