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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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Advanced machining processes 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.

1,190 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.
1,190 works in the cohort · of 4,299,418page 14 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.

venueno affunlabeled
MULTI-PARAMETER ANN MODEL FOR FLAT-END MILLING
Hazim El Mounayri, M. Affan Badar, Gustavo A. Rengifo
2008· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
INVESTIGATION OF SURFACE INTEGRITY DURING TURNING INCONEL 718
M. Anthony Xavior, M. Manohar, Mahesh Patil, P. Jeyapandiarajan
2017· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
Design of grinding wheel profile for new micro drill flute
Danh-Tuyen Nguyen, Hai-Anh Nguyen, An‐Chen Lee
2018· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Fuzzy cutting force modelling in micro-milling
Qun Ren, Luc Baron, Marek Balazinskia, Krzysztof Jemielniak
2013· article· en· Journal of Intelligent & Fuzzy Systems· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About