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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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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.

128 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.
128 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 128 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 128 of 128 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Chatter suppression techniques in metal cutting
Jokin Muñoa, Xavier Beudaert, Zoltán Dombóvári, Yusuf Altıntaş, Erhan Budak, Christian Brecher +1 more
2016· article· en· CIRP Annals· Engineering
distilled prediction:candidate · noneconsensus · none
705
citations
affno abstractunlabeled
Machine tool feed drives
Yusuf Altıntaş, Alexander Verl, Christian Brecher, L. Uriarte, Günter Pritschow
2011· article· en· CIRP Annals· Engineering
distilled prediction:candidate · noneconsensus · none
635
citations
affno abstractunlabeled
Virtual Machine Tool
Yusuf Altıntaş, Christian Brecher, Manfred Weck, S. Witt
2005· article· en· CIRP Annals· Engineering
distilled prediction:candidate · noneconsensus · none
466
citations
affno abstractunlabeled
Virtual process systems for part machining operations
Yusuf Altıntaş, P. Kersting, Dirk Biermann, Erhan Budak, Berend Denkena, İsmail Lazoğlu
2014· article· en· CIRP Annals· Engineering
distilled prediction:candidate · noneconsensus · none
350
citations
affno abstractunlabeled
Biologically inspired design
L.H. Shu, Kazushi Ueda, I. Chiu, Hyunmin Cheong
2011· article· en· CIRP Annals· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
225
citations
affno abstractunlabeled
Adaptable Design
Peihua Gu, M. Hashemian, A.Y.C. Nee
2004· article· en· CIRP Annals· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
195
citations
affno abstractunlabeled
Design for Environment — Do We Get the Focus Right?
Michael Zwicky Hauschild, J. Jeswiet, Leo Alting
2004· article· en· CIRP Annals· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
165
citations
affno abstractunlabeled
Modelling of Manufacturing Systems Complexity
Waguih ElMaraghy, Jill Urbanic
2003· article· en· CIRP Annals· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
148
citations
affno abstractunlabeled
Complexity of Multi-Disciplinary Design
Tetsuo Tomiyama, Valentina D’Amelio, Jill Urbanic, Waguih ElMaraghy
2007· article· en· CIRP Annals· Engineering
distilled prediction:candidate · noneconsensus · none
144
citations
affno abstractunlabeled
Manufacturing Systems Configuration Complexity
H.A. ElMaraghy, Onur Kuzgunkaya, Jill Urbanic
2005· article· en· CIRP Annals· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
125
citations
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