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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 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 7 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.

aboutno affunlabeled
Adjusting the middle to fit the frame
2018· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Arching in Deck Slabs
2015· book-chapter· en· Bridges· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affaboutno abstractunlabeled
A Tale of Two Historic New Brunswick Bridges
2024· book-chapter· en· Lecture notes in civil engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Building Movement Bridges
2004· article· en· Contemporary Sociology A Journal of Reviews· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
THE BALLAD OF BALLINGDON BRIDGE
2000· article· en· New Civil Engineer· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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
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How this was built: Screen · Findings · About