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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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Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture
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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.

99 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.
99 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 99 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 99 of 99 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Adaptable design: Concepts, methods, and applications
Peihua Gu, Deyi Xue, A.Y.C. Nee
2009· article· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
109
citations
affunlabeled
Milling burr formation, modeling and control: A review
Seyed Ali Niknam, Victor Songméné
2014· review· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
affunlabeled
Prediction of tool wear based on GA-BP neural network
Weihua Wei, Rui Cong, Yuantong Li, Ayodele Daniel Abraham, Changyong Yang, Zengtao Chen
2022· article· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Engineering
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
A study on sustainability assessment of welding processes
Jaber Jamal, Basil M. Darras, Hossam A. Kishawy
2019· article· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Finite element simulation of abrasive flow machining
Rishabh Jain, V. K. Jain
2003· article· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Engineering
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Replacement time of a cutting tool subject to variable speed
M Tail, Soumaya Yacout, Marek Balazinski
2009· article· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
30
citations
affunlabeled
A fuzzy system for chatter suppression in end milling
Ming Liang, Tet Yeap, Azriel Hermansyah
2004· article· en· Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture· Engineering
distilled prediction:candidate · noneconsensus · none
26
citations

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