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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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Mechanical Failure Analysis and Simulation
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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.

214 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.
214 works in the cohort · of 4,299,418page 4 of 5

Labels cover 0 of 214 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 214 of 214 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Improving the fuel metering valve
2016· other· en· DR-NTU (Nanyang Technological University)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Noronic - 134014
2008· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Erik Seedhouse
2015· article· en· Scholarly Commons (Embry–Riddle Aeronautical University)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Formal Evaluation of Landing Gear System
Dominique Méry, Neeraj Kumar Singh
2014· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mobile Harbor Crane Wheel Hub Fatigue Failure
J. Shirokoff
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Fatigue Failure of a Drive Shaft
Marina Banuta, Isabelle Tarquini
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Failure Analysis of a Crude Oil Storage Tank
Iain May
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Hydrogen Embrittlement of a Draw-in Bolt
Eli Levy
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Adjuster Absorber Rods Return to Service at PLNGS
Jaswin Krishnamoorthy, Dominique Deveaux, Derek Mullin, Can Usalp, Liqun Sun, J. Sharpe +1 more
2025· article· en· Journal of Nuclear Engineering and Radiation Science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Failures in Landing Gear Spring Legs
Jivan B. Shah
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Another Turbogenerator Failure
R. James Landrum
2019· book-chapter· en· ASM International eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Titanium
R. Winston Revie, Herbert H. Uhlig
2008· other· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Coke Drum Keyhole Optimization With Alloy Weld Overlay
John Fernando, Enzo Falo, Henry Kwok, Millar Iverson, Leanne Wong, Simon Yuen +1 more
2022· article· en· Volume 2: Computer Technology and Bolted Joints; Design and Analysis· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About