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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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Structural Analysis 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.

412 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
412 works in the cohort · of 4,299,418page 7 of 9

Labels cover 0 of 412 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 412 of 412 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
Improved Structural Joint Concepts
Carl May, Henry E. Wilson, J. Donn Hethcock, Tim Davis
2005· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Symmetry Adapted Assur Decompositions
Anthony Nixon, Bernd Schulze, Adnan Sljoka, Walter Whiteley
2021· preprint· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Front Matter
2001· paratext· en· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
Symmetry Adapted Assur Decompositions
Anthony Nixon, Bernd Schulze, Adnan Sljoka, Walter Whiteley
2021· preprint· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
[Healeys] Holes for Rear Quarter Panel
Harold Manifold
2019· article· en· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Unavoidable arrays
Klas Markström, Lars‐Daniel Öhman
2010· article· en· Contributions to Discrete Mathematics· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Smart Structure
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Problems Section BIRS Proceedings
Lionel Nguyen Van Thé
2021· article· en· Contributions to Discrete Mathematics· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Experimental and Applied Mechanics, Volume 4
Cesar A. Sciammarella, John Considine, Paul J. Gloeckner
2015· book· en· Conference proceedings of the Society for Experimental Mechanics· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Seismic Behavior of Rammed Earth Walls Under Saturated and Dry Conditions
David Bolaños, Juan P. Villacreses, David Ríos, Bernardo Caicedo, Laura Ibagon, Fabricio Yèpez
2025· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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