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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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Acta Materialia
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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.

246 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.
246 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 246 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 246 of 246 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Orientation selection in solidification patterning
Morteza Amoorezaei, S. M. Gurevich, Nikolas Provatas
2011· article· en· Acta Materialia· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affno abstractunlabeled
Simulation of slip band evolution in duplex Ti–6Al–4V
M. Zhang, Florent Bridier, Patrick Villechaise, J. Méndez, David L. McDowell
2009· article· en· Acta Materialia· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
73
citations
affno abstractunlabeled
Mechanical properties of commercial <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si32.gif" overflow="scroll"> <mml:mrow> <mml:msub> <mml:mrow> <mml:mi mathvariant="normal">Li</mml:mi> </mml:mrow> <mml:mrow> <mml:mi>x</mml:mi> </mml:mrow> </mml:msub> </mml:mrow> </mml:math> Mn2O4 cathode under different States of Charge
Hugues‐Yanis Amanieu, Mohammad Aramfard, Daniele Rosato, U. Rabe, Doru C. Lupascu
2015· article· lv· Acta Materialia· Engineering
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
54
citations
affno abstractunlabeled
The overlooked mechanism of chalcopyrite passivation
Zihe Ren, Chihwei Chao, P.R. Krishnamoorthy, Edouard Asselin, David G. Dixon, N. Mora
2022· article· en· Acta Materialia· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
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