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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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Hydraulic flow and structures
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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
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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.

448 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.
448 works in the cohort · of 4,299,418page 7 of 9

Labels cover 0 of 448 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 448 of 448 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1016/0967-0653(93)93692-k
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Reviewers
2007· article· en· Journal of Hydraulic Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)84696-6
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Utilização do Permeâmetro de Guelph na Determinação da Condutividade Hidráulica do Aterro Controlado de Pedro do Rio-RJ
Caio Duque Estrada Amendola, Conrado Oliveira Carestiato de Carvalho, ALVARO VIANA
2020· article· pt· Congresso Brasileiro de Mecânica dos Solos e Engenharia Geotécnica· Engineering
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affunlabeled
Improved Efficiency
Carl Mannheim, Steve C. Schultz, Keith Moen, Jim Rutherford
2011· article· en· Civil engineering· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Indice de performance hydraulique d’un ponceau
Anas Sebti, Saâd Bennis, Landry Mballa
2012· article· fr· Canadian Journal of Civil Engineering· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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