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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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Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining
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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.

88 results · 1 filter active ·
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20182024
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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.
88 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 88 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 88 of 88 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Development of Heavy Gauge X70 Helical Line Pipe
Laurie Collins, K. Dunnett, T. L. Hylton, Asok Ray
2018· article· en· Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining· Materials Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Engineering Approach for Ductile Fracture Arrest Based on CTOA
Su Xu, Chris Bassindale, Xin Wang, Bruce W. Williams, W. R. Tyson, C. Guan
2022· article· en· Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Thermo-Mechanical Analysis of Compression Sleeves
Ardeshir Savari, Zach Prestie, Farbod Khayami, Simon S. Park, Ronald J. Hugo
2024· article· en· Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Toughness of EW Pipe Seam Welds of Contemporary Steels
Shunjian Xu, Andrew Laver, Juhua Liang, W. R. Tyson, Saburo Matsuno
2018· article· en· Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Robust Nanocomposite Coatings Inspired by Structures of Nacre
Zachary Kockerbeck, Majid TabkhPaz, Simon Park, Ron Hugo
2018· article· en· Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Investigation on Drag Reduction Through Dimple Machining
Majid TabkhPaz, Lindsay Howell, Zachary Kockerbeck, Simon Park, Ron Hugo
2018· article· en· Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
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