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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
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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.

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 9 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.

venueno affno abstractunlabeled
10.1016/b978-0-08-042815-4.50093-9
2000· book-chapter· en· Time to knit· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
CHARACTERISTICS OF ROMANOV SHEEP USING HIGH DENSITY DNA CHIPS
Т. Е. Денискова, А. В. Доцев, А.В. Шахин, А.Н. Родионов, Н. А. Зиновьева
2021· article· ru· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Smoothing of EBSD datasets to quantify the geometrically necessary dislocation density: application to the discrimination of dynamically vs. post-dynamically recrystallized grains in forged nickel-based superalloys.
Anthony Seret, Alexis Nicolaÿ, Jean‐Michel Franchet, Charbel Moussa, Marc Bernacki‫, Nathalie Bozzolo
2019· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
High Resolution Studies of Dealloyed Layers
Ayman A. El‐Zoka, Doug D. Perovic, Brian Langelier
2016· article· en· ECS Meeting Abstracts· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The hot strip mill as an experimental tool
John J. Jonas
2001· article· en· Ironmaking & Steelmaking Processes Products and Applications· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Idealized Single-Forcing Gcm Simulations With Ncar Cesm
Michael P. Erb, C. S. Jackson, Pedro DiNezio
2018· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About