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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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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.

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.

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 20 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
Application of Failure Modes and Effects Analysis to Support Product In-Use Information Feedback
Grant McSorley, Greg Huet, Stephen Culley, Clément Fortin
2009· article· en· Volume 8: 14th Design for Manufacturing and the Life Cycle Conference; 6th Symposium on International Design and Design Education; 21st International Conference on Design Theory and Methodology, Parts A and B· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
ICONE11-36465 RISK INFORMED LIFE CYCLE PLANT DESIGN
Ralph S. Hill, Mark M. Nutt
2003· article· en· The Proceedings of the International Conference on Nuclear Engineering (ICONE)· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
eCAADe 2023 Digital Design Reconsidered - Volume 2
Wolfgang Dokonal, Urs Hirschberg, Gabriel Wurzer
2023· article· en· eCAADe proceedings· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Large parts are generically entangled across all cuts
Mu‐En Liu, Kai-Siang Chen, Chung-Yun Hsieh, Gelo Noel M. Tabia, Yeong-Cherng Liang
2025· article· en· Quantum Science and Technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Complexity in Manufacturing
Waguih ElMaraghy
2018· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Tolerancing (Kinematic Approach to)
Luc Laperrière
2019· book-chapter· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Dynamic Slicing of WebAssembly Binaries
Stiévenart Quentin, David Binkley, Coen De Roover
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Payback time for metal finishers
Nat Nickels
2005· article· en· Metal Finishing· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-08-051994-4.50015-2
2000· book-chapter· en· Time to knit· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Preface
Farrokh Sassani
2016· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Roughness Relations
2014· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Generic Product Modelling Framework
Sheng Quan Xie, Yiliu Tu
2011· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Multi-process Surface
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
John Blake (Draft Profile)
John B. Blake
2014· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
CNC
Luc Laperrière, Gunther Reinhart
2014· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About