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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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Advanced Manufacturing and Logistics 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.

736 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
736 works in the cohort · of 4,299,418page 13 of 15

Labels cover 2 of 736 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 736 of 736 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Robotics and Productivity
Maurice I. Zeldman
2024· book-chapter· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
A Cube-Packing Problem.
Yonghui Fan, Zhang Yu-qin, YE Guo-yan
2008· article· en· Ars Combinatoria· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
10.51847/UNr0Tl8Qgb
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
HdH Composite Assembly & Mobile Automation
Phillip Crothers, A. Mcconville, N. Lukies, P. Steele, Geoff Lam, Ashley Nesbit
2005· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
DEVELOPMENT OF AN ARTICULATION ROBOT ARM
Kuo-Lan Su, Jian-Fu Weng, Jr-Hung Guo, Kai-Lu Cai
2017· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Dumpster Management: A Simulation Method Using E-Cargo
Tianshuo Yang, Haibin Zhu, Xing Yang, Wang Chun
2025· preprint· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Industrial Robot
2019· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
SC Facilities and Activity Centers
Alain Martel, Walid Klibi
2016· book-chapter· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Changing Internal Logistics to Feed Production Lines
Aida Saez-Mas, Ángel Ruiz, José P. García-Sabater, Julio Juan García Sabater
2020· book-chapter· en· Lecture notes in management and industrial engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Assembly Plant
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Layout Planning
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Solid Bursts-From Hamming to TR-Spaces.
Sapna Jain
2015· article· en· Ars Combinatoria· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Heuristic Algorithms for Solving the Slot Planning Problem
F. Parreño, Dario Pacino, Ramón Álvarez-Valdés
2014· article· en· Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Operations - A New Look
Mark Barrett
2005· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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