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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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Geotechnical and construction materials studies
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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.

373 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.
373 works in the cohort · of 4,299,418page 3 of 8

Labels cover 1 of 373 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 373 of 373 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(96)82036-9
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
venueaboutno affunlabeled
Canadian Geotechnical Research Site No. 1 at Gloucester
G.C. McRostie, C. B. Crawford
2001· article· en· Canadian Geotechnical Journal· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Prediction of chloride ingress for palm kernel shell concrete
Samson Olalekan Odeyemi, Omolola Titilayo Odeyemi, Adewale George Adeniyi, Zainab Tolu Giwa, Ademola Kamorudeen Salami, Adeyemi Adesina
2021· article· en· Research on Engineering Structures and Materials· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Use of Engineered Soils in Canada
T. Smith, Cl Barnes, S Zupko
2014· article· fr· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Analisa Lapis Pondasi Dengan Metode Sand Cone
Annas Fahlevi isma
2023· article· id· Jurnal Ilmiah Teknik Unida· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Mechanistic Design: A Modeling Case Study for the City of Saskatoon
D Guenther, Rielle Haichert, R Soares, Curtis Berthelot, S Prang
2013· article· en· 2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
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