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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 machining processes and optimization
Retraction
Abstract
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Study design
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Label status

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.

1,190 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,190 works in the cohort · of 4,299,418page 1 of 24

Labels cover 0 of 1,190 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 1,190 of 1,190 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Investigation of micro-cutting operations
2005· article· en· International Journal of Machine Tools and Manufacture· Engineering
distilled prediction:candidate · noneconsensus · none
752
citations
affno abstractunlabeled
Machine tool feed drives
2011· article· en· CIRP Annals· Engineering
distilled prediction:candidate · noneconsensus · none
635
citations
affno abstractunlabeled
Virtual Machine Tool
2005· article· en· CIRP Annals· Engineering
distilled prediction:candidate · noneconsensus · none
466
citations
affno abstractunlabeled
Chatter stability in robotic milling
2018· article· en· Robotics and Computer-Integrated Manufacturing· Engineering
distilled prediction:candidate · noneconsensus · none
212
citations
afffundunlabeled
Chatter Stability of Machining Operations
2020· article· en· Journal of Manufacturing Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
169
citations
afffundno abstractunlabeled
Finite element modeling approaches in grinding
2008· article· en· International Journal of Machine Tools and Manufacture· Engineering
distilled prediction:candidate · noneconsensus · none
166
citations
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How this was built: Screen · Findings · About