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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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Offshore Engineering and Technologies
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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.

853 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.
853 works in the cohort · of 4,299,418page 15 of 18

Labels cover 0 of 853 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 853 of 853 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Heating Up in Icy Waters
Blake Wright
2023· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Harsh environments FPSO development for Terra Nova
G.V. Lever, J. R. KEAN
2000· article· en· The Proceedings of the ... International Offshore and Polar Engineering Conference· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Resource Development in Arctic Regions
Shawn Kenny, Paul Jukes
2018· other· en· Encyclopedia of Maritime and Offshore Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Technical Feasibility of Tubing Risers
G. Gu, R.J. Myers, R.E. Sokoll, Joe Jin, Kevin Huang
2003· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hybrid Subsea Ccs System
Alvaro Maia da Costa, Pedro Vassalo Maia Da Costa, Júlio Romano Meneghini, Kazuo Nishimoto, Claudio Mueller Prado Sampaio, Felipe Ruggeri +2 more
2019· article· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ice Data Collection for Arctic Operation
Göran Wilkman, Topi Leiviskä, Annu Oikkonen
2012· article· en· OTC Arctic Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
FRV Scotia Cruise 1704S Report
James W. Dunn
2003· article· en· BIBSYS Brage (BIBSYS (Norway))· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
L-riser: Steel Dynamic Riser for Severe Vessel Motions
Jon Erik Borgen, Einar Kjelland Fosterud, Truls Jarand Larsen
2003· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Overview of Case Studies for Draft ISO 19906
Graham A. Thomas, Dan Masterson, Walt Spring
2011· article· en· OTC Arctic Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Common Thermofluid Devices
David S.‐K. Ting
2021· other· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
FRV Scotia Cruise 0808S Report
Philip Copland
2008· article· en· BIBSYS Brage (BIBSYS (Norway))· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Halifax Gaspé Current
2016· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About