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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 stress and fatigue analysis
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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.

312 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.
312 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 312 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 312 of 312 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A notch methodology to estimate fretting fatigue strength
Luiz Homero L. Martins, Júlio Cesar T. Ferro, J.L.A. Ferreira, José Alexander Araújo, Lucas Susmel
2007· article· en· Journal of the Brazilian Society of Mechanical Sciences and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
fundaboutno affunlabeled
Flow Induced Vibration and Fretting Wear: An Integrated Approach
Dmitry V. Paramonov, S. J. King, Michael Y. Young, Roger Lu
2002· article· en· 5th International Symposium on Fluid Structure Interaction, Aeroelasticity, and Flow Induced Vibration and Noise· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Fatigue Test for Thick Wire Bonds
Turker Dagdelen, Karim El-Rayes, Sangtak Park, Mahmoud Khater, Resul Saritas, Eihab Abdel‐Rahman +1 more
2014· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Failure Probabilities of Existing Overhead Shield Wires
Ibrahim Hathout, Le Anh Uyen Vu
2008· article· en· Proceedings of the 10th International Conference on Probablistic Methods Applied to Power Systems· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Aged ACSR conductors. I. Testing procedures for conductors and line items
D.G. Havard, G. Bellamy, P.G. Buchan, H.A. Ewing, D.J. Horrocks, S.G. Krishnasamy +2 more
2002· article· en· Proceedings of the 1991 IEEE Power Engineering Society Transmission and Distribution Conference· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Cables
Igor A. Karnovsky, Olga Lebed
2021· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations

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