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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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Microstructure and Mechanical Properties of Steels
Retraction
Abstract
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Study design
Label agreement
Label status

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.

866 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.
866 works in the cohort · of 4,299,418page 1 of 18

Labels cover 0 of 866 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 866 of 866 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Austenite formation during intercritical annealing
Jin Huang, Warren J. Poole, Matthias Militzer
2004· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
273
citations
affunlabeled
Micromechanical modeling of dual phase steels
F.M. Al-Abbasi, J.A. Nemes
2003· article· en· International Journal of Mechanical Sciences· Engineering
distilled prediction:candidate · noneconsensus · none
153
citations
affunlabeled
Physical metallurgy of medium-Mn advanced high-strength steels
Binhan Sun, Alisson Kwiatkowski da Silva, Yuxiang Wu, Yan Ma, Hao Chen, Colin Scott +2 more
2023· article· en· International Materials Reviews· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
132
citations
afffundno abstractunlabeled
Austenite Formation in Plain Low-Carbon Steels
Hamid Azizi-Alizamini, Matthias Militzer, Warren J. Poole
2010· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
115
citations
afffundno abstractunlabeled
The incomplete transformation phenomenon in steel
H.I. Aaronson, W. T. Reynolds, G.R. Purdy
2006· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
95
citations
afffundno abstractunlabeled
Grain Refinement in Dual-Phase Steels
Krishnendu Mukherjee, Sayantan Hazra, Matthias Militzer
2009· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
94
citations
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