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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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Non-Destructive Testing Techniques
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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.

748 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.
748 works in the cohort · of 4,299,418page 13 of 15

Labels cover 2 of 748 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 748 of 748 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Characterization and Structural Integrity Tests of Ex-Service Steam Generator Tubes
Sandra Pagan, Xinjian Duan, Michael J. Kozluk, Brian Mills, Guylaine Goszczynski
2008· article· en· Volume 1: Plant Operations, Maintenance, Installations and Life Cycle; Component Reliability and Materials Issues; Advanced Applications of Nuclear Technology; Codes, Standards, Licensing and Regulatory Issues· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
FMC/TFM Technique Design Using the FMC Beamset in BeamTool
Jonathan Lesage, Oliver Farla, Mohammad Marvasti, Edward Ginzel, Mike Matheson
2023· article· en· e-Journal of Nondestructive Testing· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
afffundunlabeled
The Impact of Flow Accelerated Corrosion (FAC) on Feeder Life Cycle Management
Mahesh D. Pandey, Mikko I. Jyrkama, E. M. Lehockey
2009· article· en· Volume 1: Plant Operations, Maintenance, Engineering, Modifications and Life Cycle; Component Reliability and Materials Issues; Next Generation Systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
Buried Piping: Managing the Challenge
Peter Angell, Michelle Moir, Douglas Munson, Mike Berger, Robert Barton
2012· article· en· Volume 1: Codes and Standards· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reliability Life Span of Fatigue Cracks
Cameron Rout, James Mihell, Keith Adams, Nathan Len
2010· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Eddy-current testing problems
M.Ya. Antimirov, Andrei Kolyshkin, Rémi Vaillancourt
2007· book-chapter· en· CRM monograph series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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