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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.

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 Engineering and Vibration Analysis
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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.

1,067 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.
1,067 works in the cohort · of 4,299,418page 8 of 22

Labels cover 0 of 1,067 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 1,067 of 1,067 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
New York's First Transparent Noise Barrier
2006· article· en· Bridges Conversations in Global Politics and Public Policy· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
In search of elegance
2003· article· en· Bulletin of the New Zealand Society for Earthquake Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Extending the Life of the Angus L. MacDonald Suspension Bridge
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Skillful Substitution
2008· article· en· Civil engineering· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
A Brief History of the Pattullo Bridge
2023· book-chapter· en· Lecture notes in civil engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affno abstractunlabeled
The Value of Old Bridges
2004· article· en· APT Bulletin· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Rehabilitation Works for Pinawa Bridge Over Winnipeg River
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/0967-0653(94)92496-1
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Dynamic bridge-vehicle interactions
2014· article· en· Road and transport research· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About