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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 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
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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.

853 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.
853 works in the cohort · of 4,299,418page 5 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
Hull Form Designs For Icebreaking Tankers
Jaeyun Kim, Mun-Keun Ha, Dang Ahn, David Molyneux
2006· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Materials Selection: A Systems Engineering Approach
Eric Caldwell, Karthik Annadorai, Grant Gibson, L. C. Jordan
2011· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Canada's Navy, 2nd Edition
Marc Milner
2010· book· en· University of Toronto Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Husky Liwan Deepwater Subsea Control System
Michael Bavidge
2013· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Adventures in Interactive Compilation
René LePage, Paul N. Holroyd
2015· article· en· The International Hydrographic Review· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Field Trial of Coating Systems for Arctic Pipelines
Robert Worthingham, Matt Cetiner, Meera Kothari
2004· article· en· 2004 International Pipeline Conference, Volumes 1, 2, and 3· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
ISO 19906 - an international standard for Arctic offshore structures
Walt Spring, Regis McKenna, Giles Thomas, Denis Blanchet
2011· article· en· Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions· Engineering
distilled prediction:candidate · noneconsensus · 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
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