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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 Health Monitoring Techniques
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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.

1,273 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.
1,273 works in the cohort · of 4,299,418page 13 of 26

Labels cover 2 of 1,273 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 1,273 of 1,273 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Structural health monitoring: a Canadian perspective
Yail J. Kim, Evangeline Murison, Aftab A. Mufti
2010· article· en· Proceedings of the Institution of Civil Engineers - Civil Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Towards a Universal Vibration Analysis Dataset
Mert Sehri, Igor Varejão, Zehui Hua, Vitor Berger Bonella, Adriano Lages dos Santos, Francisco de Assis Boldt +2 more
2025· article· en· International Journal of Prognostics and Health Management· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
CVA and ARMAV: Performance Comparison Over Real Data
Luigi Garibaldi, Stefano Marchesiello, Ermanno Giorcelli, Daniel Gorman
2001· article· en· Journal of Intelligent Material Systems and Structures· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Sequential damage detection based on the continuous wavelet transform
Yizheng Liao, Konstantinos Balafas, Ram Rajagopal, Anne S. Kiremidjian
2015· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
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How this was built: Screen · Findings · About