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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 Load-Bearing 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.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

994 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.
994 works in the cohort · of 4,299,418page 15 of 20

Labels cover 2 of 994 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 994 of 994 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Comparison of a steel column design buckling resistance between the South African/Canadian (SANS 10162-1:2005/CAN/CSA-S16- 01:2005), Eurocode 3 (EN 1993-1-1:2005) and Australian /New Zealand (AS4100:1998/NZS3404:1997) standards- Part I: PFCSA (South African Parallel Flange Channel Section)
Iosr Journals, Théodore Gautier L. J. Bikoko, Jean Claude Tchamba
2015· dataset· en· Figshare· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
0
citations
aboutno affno abstractunlabeled
Comparison of a steel column design buckling resistance between the South African/Canadian (SANS 10162-1:2005/CAN/CSA-S16- 01:2005), Eurocode 3 (EN 1993-1-1:2005) and Australian /New Zealand (AS4100:1998/NZS3404:1997) standards- Part II: South African Hot-Rolled I- Section
Iosr Journals, Jean Claude Tchamba, Thodore Gautier L. J. Bikoko
2015· dataset· en· Figshare· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
0
citations
aboutno affno abstractunlabeled
Comparison of a steel column design buckling resistance between the South African/Canadian (SANS 10162-1:2005/CAN/CSA-S16- 01:2005), Eurocode 3 (EN 1993-1-1:2005) and Australian /New Zealand (AS4100:1998/NZS3404:1997) standards- Part I: PFCSA (South African Parallel Flange Channel Section)
Iosr Journals, Thodore Gautier L. J. Bikoko, Jean Claude Tchamba
2015· dataset· en· Figshare· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
0
citations
aboutno affunlabeled
Untitled in english
Roberto Fruchtengarten
2003· dissertation· pt· Digital Library of Theses and Dissertations (Universidade de São Paulo)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
L-Brackets for Heavy Duty Shelves: Stress Analysis
Ahmad Eshaiyan, Aladwani Aladwani, Mohammed Hashim Mohammed, Abdulaziz Bonashi, Faisal Khalifa
2023· article· en· Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Flanged deep corrugated vertical shaft liners
Kevin Williams, Don Michaluk
2017· article· pl· Archiwum Instytutu Inżynierii Lądowej· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Comparison of a steel column design buckling resistance between the South African/Canadian (SANS 10162-1:2005/CAN/CSA-S16- 01:2005), Eurocode 3 (EN 1993-1-1:2005) and Australian /New Zealand (AS4100:1998/NZS3404:1997) standards- Part II: South African Hot-Rolled I- Section
Iosr Journals, Jean Claude Tchamba, Théodore Gautier L. J. Bikoko
2015· dataset· en· Figshare· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-08-043003-4.50144-3
2000· book-chapter· en· Time to knit· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Steel, Piers
Piers Steel
2019· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About