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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 A
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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.

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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.

638 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.
638 works in the cohort · of 4,299,418page 1 of 13

Labels cover 0 of 638 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 638 of 638 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
affno abstractunlabeled
Cold spray deposition of nanocrystalline aluminum alloys
L. Ajdelsztajn, Julie M. Schoenung, B. Jodoin, George E. Kim
2005· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
223
citations
affno abstractunlabeled
The Impact of Corrosion on Society
C.M. Hansson
2011· article· en· Metallurgical and Materials Transactions A· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
185
citations
affno abstractunlabeled
Precipitation strengthening of the aluminum alloy AA6111
X. Wang, J.D. Embury, Warren J. Poole, S. Esmaeili, D. J. Lloyd
2003· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
156
citations
affno abstractunlabeled
Intermixing in Dissimilar Friction Stir Spot Welds
P. Su, A.P. Gerlich, T. H. North, G. J. Bendzsak
2007· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
142
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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How this was built: Screen · Findings · About