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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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Aluminum Alloy Microstructure Properties
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Abstract
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Study design
Label agreement
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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.

1,269 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.
1,269 works in the cohort · of 4,299,418page 2 of 26

Labels cover 0 of 1,269 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 1,269 of 1,269 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Precipitation-hardening in cast AL–Si–Cu–Mg alloys
F. J. Tavitas-Medrano, A.M.A. Mohamed, J. E. Gruzleski, F. H. Samuel, H. W. Doty
2009· article· en· Journal of Materials Science· Engineering
distilled prediction:candidate · noneconsensus · none
82
citations
affno abstractunlabeled
Nucleation of Fe-intermetallic phases in the Al-Si-Fe alloys
Waleed Khalifa, F. H. Samuel, GM-NSERC-UQAC, J. E. Gruzleski, H. W. Doty, S. Valtierra
2005· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
afffundno abstractunlabeled
Review on recent progress in Al–Mg–Si 6xxx conductor alloys
Siamak Nikzad Khangholi, Mousa Javidani, Alexandre Maltais, X. Grant Chen
2022· article· en· Journal of materials research/Pratt's guide to venture capital sources· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
80
citations
affno abstractunlabeled
Impact toughness and fractography of Al–Si–Cu–Mg base alloys
M. F. Ibrahim, E. Isaac Samuel, A. M. Samuel, Abdulrahman Al‐Ahmari, F. H. Samuel
2011· article· en· Materials & Design (1980-2015)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
70
citations
afffundno abstractunlabeled
Hot tearing mechanisms of B206 aluminum–copper alloy
F. D’Elia, C. Ravindran, D. Sediako, Karl Ulrich Kainer, Norbert Hort
2014· article· en· Materials & Design (1980-2015)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
affno abstractunlabeled
The precipitation of the Q phase in an AA6111 Alloy
G. C. Weatherly, A. Perovic, Doug D. Perovic, N.K. Mukhopadhyay, D. J. Lloyd
2001· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · noneconsensus · none
53
citations
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