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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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Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
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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.

45 results · 1 filter active ·
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20062025
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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.
45 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 45 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 45 of 45 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Analysis of maritime transport accidents using Bayesian networks
Shiqi Fan, Zaili Yang, Eduardo Blanco‐Davis, Xinping Yan
2020· article· en· Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability· Engineering
distilled prediction:candidate · noneconsensus · none
82
citations
afffundunlabeled
Selective maintenance scheduling over a finite planning horizon
Mayank Pandey, Ming J. Zuo, Ramin Moghaddass
2015· article· en· Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability· Engineering
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Reliability assessment of a wind power delivery system
Rajesh Karki, Jason Patel
2008· article· en· Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Formal reliability analysis of oil and gas pipelines
Waqar Ahmad, Osman Hasan, Sofiène Tahar, Mohamed Salah Hamdi
2017· article· en· Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
14
citations
affunlabeled
Human reliability: Benchmark and prediction
Romney B. Duffey, Trung Khien HA
2010· article· en· Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
9
citations
fundno affunlabeled
Guest Editorial: Reliability analysis for infrastructure systems
Shaomin Wu, Rui Peng, Mahmood Shafiee
2022· editorial· en· Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability· Engineering
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
0
citations

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