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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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Engineering Structural Analysis Methods
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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.

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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.

246 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.
246 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 246 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 246 of 246 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.

affno abstractunlabeled
Creep analysis of bolted flange joints
Akli Nechache, Abdel‐Hakim Bouzid
2006· article· en· International Journal of Pressure Vessels and Piping· Engineering
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
The Influence of the Bourdon Effect on Pipe Elbow
Diana Abdulhameed, Samer Adeeb, Roger Cheng, M. Martens
2016· article· en· Volume 3: Operations, Monitoring and Maintenance; Materials and Joining· Engineering
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Varimax Loadings
Amery D. Wu
2014· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Stress Classification Using the r-Node Method
Ihab F. Z. Fanous, R. Seshadri
2006· article· en· Journal of Pressure Vessel Technology· Engineering
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Development of a New Bolt Spacing Formula
Dan Tan, Abdel‐Hakim Bouzid, Thiên-My Dao
2013· article· en· Journal of Pressure Vessel Technology· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
A Novel Comparison of Design-by-Analysis Methods
Mark Stonehouse, Trevor G. Seipp, Shinichiro Kanamaru, Shawn W. Morrison
2012· article· en· Journal of Pressure Vessel Technology· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
On the Buckling of Spiral Wound Gaskets
Hocine Attoui, Abdel‐Hakim Bouzid, Jerry Waterland
2016· article· en· Journal of Pressure Vessel Technology· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
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