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

318 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.
318 works in the cohort · of 4,299,418page 2 of 7

Labels cover 1 of 318 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 318 of 318 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Coating Weight Model for the Continuous Hot-Dip Galvanizing Process
Ehab Elsaadawy, G.S. Hanumanth, A.K.S. Balthazaar, Joseph R. McDermid, Andrew N. Hrymak, J. Fraser Forbes
2007· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · noneconsensus · none
47
citations
afffundno abstractunlabeled
Roasting of La Oroya Zinc Ferrite with Na2CO3
P. C. Holloway, Thomas H. Etsell, Andrea L. Murland
2007· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · noneconsensus · none
40
citations
aboutno affunlabeled
Ore Melting and Reduction in Silicomanganese Production
Eli Ringdalen, Sean Gaal, Merete Tangstad, Oleg Ostrovski
2010· article· en· Metallurgical and Materials Transactions B· Environmental Science
distilled prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
Dynamic Wetting of CaO-Al2O3-SiO2-MgO Liquid Oxide on MgAl2O4 Spinel
Hamed Abdeyazdan, Neslihan Dogan, M. Akbar Rhamdhani, Michael W. Chapman, Brian J. Monaghan
2014· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
affno abstractunlabeled
Progress in Slag Foaming in Metallurgical Processes
Tai Xi Zhu, Kenneth S. Coley, G. A. Irons
2012· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
Modern Aspects of Liquid Metal Engineering
Frank Czerwiński
2016· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · noneconsensus · none
32
citations
afffundno abstractunlabeled
Transient Kinetics of Slag Metal Reactions
Geoffrey Brooks, M. Akbar Rhamdhani, Kenneth S. Coley, Subagyo Subagyo, Yuhua Pan
2008· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
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