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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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Metallurgy and Material Forming
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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.

578 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
578 works in the cohort · of 4,299,418page 12 of 12

Labels cover 0 of 578 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 578 of 578 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Taylor's Model of Polycrystal
Morton E. Gurtin, Eliot Fried, Lallit Anand
2010· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
STUDY OF HOLLOW STEMMED HIP BONE FORMING
Dyi‐Cheng Chen, Jheng-Guang Lin
2017· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Working in Steel
Craig Heron
2008· book· en· University of Toronto Press eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Precise Forming of Automobile Start Gear Shaft
Lingxian Meng, Zhongming Liu, Zhihong Zhang, Heping Zhang
2009· article· en· Modern Applied Science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Разработка технологических процессов магнитно-импульсного деформирования с учетом заданных свойств материала деталей
В. А. Барвинок, Владимир Петрович Самохвалов, А. Н. Кирилин, С. М. Олексийко
2000· article· ru· Известия Самарского научного центра Российской академии наук· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Forging Roll
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About