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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
Retraction
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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 15 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.

affunlabeled
Minimum detectable damage for stochastic subspace-based methods
Alexander Mendler, Saeid Allahdadian, Michael Döhler, Laurent Mevel, Carlos E. Ventura
2019· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
DYNAMIC MONITORING OF THE CONFEDERATION BRIDGE
David T. Lau, Mo Shing Cheung, Wenchang Li
2025· article· en· World Conference of Earthquake Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
SHM implementation
Nezih Mrad
2011· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
venueaboutno affunlabeled
Dynamic characteristics of the Crowchild Trail Bridge
Carlos Eiji Hirata Ventura, Tuna Onur, Pei-Chin Tsai
2000· article· en· Canadian Journal of Civil Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
SCSHM benchmark study on bridge in-service structural monitoring
Maria Pina Limongelli, D. J. Thomson, Sreenivas Alampalli, Aftab Mufti, Thomas Schumacher, Luca Martinelli +13 more
2024· article· en· Journal of Civil Structural Health Monitoring· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affunlabeled
Monitoring Tasks in Aerospace
Shashank Pant, Zahra Sharif Khodaei, Mohamad Ghazi Droubi
2021· book-chapter· en· Springer aerospace technology· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Mixed frequency models with MA components
Claudia Foroni, Massimiliano Marcellino, Dalibor Stevanovi
2018· article· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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