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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
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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 3 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
Failure mechanisms in superplastic AA5083 materials
Mary-Anne Kulas, W. Paul Green, Eric M. Taleff, Paul E. Krajewski, Terry R. McNelley
2006· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
60
citations
affno abstractunlabeled
Recrystallization of stabilized ferritic stainless steel sheet
Chad W. Sinclair, Jean‐Denis Mithieux, Jean‐Hubert Schmitt, Y. Bréchet
2005· article· en· Metallurgical and Materials Transactions A· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
54
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
afffundno abstractunlabeled
Bainite Transformation in Deformed Austenite
R.Y. Zhang, J. D. Boyd
2010· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
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How this was built: Screen · Findings · About