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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.

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 18 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.

affaboutunlabeled
News from Canada
D. Feldman
2005· article· en· Polymer News· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Hybrid Bonding
Dongqing Li
2015· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
A State of the Art of Collaborative CAD Solutions
Hugo Locquet, Louis Rivest, Matthieu Bricogne
2024· book-chapter· en· IFIP advances in information and communication technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
afffundvenueunlabeled
TOOL SELECTION-EMBEDDED OPTIMAL ASSEMBLY PLANNING
Chulho Chung, Qingjin Peng
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
On a Class of Variance Balanced Designs
Dilip Kumar Ghosh, Shreya Ghosh, Narenrda C. Sinohjia
2018· article· en· International Journal of Statistics and Probability· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Detroit, We Are Here!
Michael Valenti
2001· article· en· Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Improving Manufacturing
Arpita Nayak, Atmika Patnaik, Ipseeta Satpathy, Vishal Jain, B. C. M. Patnaik, Majidul Islam
2024· other· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Augmenting Mechanical CAD With Pen and Tablet
John Dickinson, Ajit Pardasani, Zhisong Yu, Yong Zeng, Hélder Antunes, Zhenheng Li
2003· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About