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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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Concrete Corrosion and Durability
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.

901 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.
901 works in the cohort · of 4,299,418page 6 of 19

Labels cover 0 of 901 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 901 of 901 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Structural Health Monitoring
Cory Sekine-Pettite
2005· article· en· Bridges Conversations in Global Politics and Public Policy· Engineering
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Assessment of Corroded Rock Bolts with Pulse Echo Tests
El Moetezz Billeh Ishak Medfouni, Apedovi S. Kodjo, Patrice Rivard, Kaveh Saleh, Marco Quirion
2017· article· en· Journal of Infrastructure Systems· Engineering
distilled prediction:candidate · noneconsensus · none
12
citations
venueaboutno affunlabeled
Fiber-Optic Sensors Monitor FRP-Reinforced Bridge
Brahim Benmokrane, Phalguni Mukhopadhyaya, Radhouane Masmoudi, Burong Zhang, Isabelle Lord, Gamil Tadros
2001· article· en· NPARC· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
Climate change-induced carbonation of concrete infrastructure
Sudip Talukdar, Nemkumar Banthia, John R. Grace, Stewart Cohen
2013· article· en· Proceedings of the Institution of Civil Engineers - Construction Materials· Engineering
distilled prediction:candidate · noneconsensus · none
11
citations
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How this was built: Screen · Findings · About