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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
Retraction
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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
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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 7 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Testing Uniformity of a Spatial Point Pattern
Lai Ping Ho, Sung Nok Chiu
2007· article· en· Journal of Computational and Graphical Statistics· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Fundamental Concepts of Generic Features
Shihua Tang, Gang Chen, Yongsheng Ma
2013· book-chapter· en· Springer series in advanced manufacturing· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
venueno affno abstractunlabeled
On the diameter and inverse degree.
Xueliang Li, Yongtang Shi
2011· article· en· Ars Combinatoria· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Metadata and ISO 9000 compliance
Wendy Duff, Sue McKemmish
2016· article· en· Open MIND· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Rapid one-of-a-kind production
Yiliu Tu, Sheng Quan Xie, Jeong-Ki Kam
2005· article· en· The International Journal of Advanced Manufacturing Technology· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Manufacturing in The 21st Century
Vince Thomson
2004· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
An Integrated Systematic Design Recovery Framework
Jill Urbanic, Waguih ElMaraghy, H.A. ElMaraghy
2006· article· en· Journal of Computing and Information Science in Engineering· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
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