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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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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
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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 7 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.

affno abstractunlabeled
Consider a Cylindrical Cow
H. H. Janzen
2002· article· en· Journal of Environmental Quality· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
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
1
citations
affunlabeled
Springback Determination By Springback Index Approach
Shu-Wen Sun, Hongwei Ma, Zhirui Wang
2005· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Material Flow and Grain Deformation during Extrusion
Yahya Mahmoodkhani, Mary A. Wells, Lina M. Grajales, Warren J. Poole, Nick Parson
2014· article· en· Materials science forum· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Models for symmetric cold rolling of an aluminum sheet
János György Bátorfi, Gyula Pál, Purnima Chakravarty, Jurij J. Sidor
2022· article· en· Mérnöki és Informatikai Megoldások· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About