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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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Manufacturing Process and Optimization
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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.

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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.

1,522 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.
1,522 works in the cohort · of 4,299,418page 17 of 31

Labels cover 0 of 1,522 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 1,522 of 1,522 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Editorial
K. F. Ehmann
2007· editorial· en· Journal of Manufacturing Science and Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Allocation tolerance by Jacobian-torsor model
Walid Ghié, Luc Laperrière, Daniel Nadeau, Alain Desrochers
2007· article· en· international conference on Modelling and simulation· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Fabrication additive : où en sommes-nous ?
Pascal Morand, Joël Rosenberg, Dominique Turcq
2017· article· fr· Annales des Mines - Réalités industrielles· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Processing CSeries Aircraft Panels
Eric Barton, Thomas Rummell, Daniel Grenier
2013· article· en· SAE International Journal of Aerospace· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Optimization
Daniela Galatro, Stephen Dawe
2023· book-chapter· en· Synthesis lectures on mechanical engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Toyota Production System
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Prospective of Product Development and Improved Production Processes
O.S.I. Fayomi, I.G. Akande, Sunday O. Oyedepo, Israel Dunmade, Daniel O. Aikhuele, Desmond Eseoghene Ighravwe
2021· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Lens solutions which increase manufacturing yield
Stan Szapiel, Catherine Greenhalgh
2010· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Parallel Assembly Synthesis
Jingmei Hu, Stephen Chong, Margo Seltzer
2024· book-chapter· en· Lecture notes in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
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