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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
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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.

affaffiliation
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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.

557 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.
557 works in the cohort · of 4,299,418page 7 of 12

Labels cover 0 of 557 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 557 of 557 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Anisotropic Behavior of Al1050 through Accumulative Roll Bonding
Sasan Sattarpanah Karganroudi, Bahman Nasab, Davood Rahmatabadi, Mina Ahmadi, Mohammad Gholami, M. Kasaeian-Naeini +3 more
2021· article· en· Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Atomistic modeling of Σ3 twin grain boundary in alloy 800H
Cong Dai, Nana Ofori-Opoku, Andrew A. Prudil, M. J. Welland
2022· article· en· Computational Materials Science· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
fundno affunlabeled
Deformation kinetics during dwell fatigue
Xijia Wu, P. Au
2007· article· en· Materials Science and Technology· Materials Science
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Gallium Liquid Metal Embrittlement of Tin-based Solder Alloys
E. Nguena, David Danovitch, Julien Sylvestre, Richard N. Langlois, Serge Martel
2020· article· en· Metallurgical and Materials Transactions A· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
afffundunlabeled
Intrinsic grain boundary shear coupling tensor
Xinyuan Song, Liang Yang, Chuang Deng
2024· article· en· Acta Materialia· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
afffundno abstractunlabeled
Microstructure and mechanical properties of sub-micron zinc structures
Sumin Jin, Sujing Xie, Michael J. Burek, Zeinab Jahed, Ting Y. Tsui
2012· article· en· Journal of materials research/Pratt's guide to venture capital sources· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
afffundno abstractunlabeled
Nucleation and growth of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si2.gif" overflow="scroll"> <mml:mrow> <mml:mo>{</mml:mo> <mml:mn>11</mml:mn> <mml:mover accent="true"> <mml:mn>2</mml:mn> <mml:mo>¯</mml:mo> </mml:mover> <mml:mn>2</mml:mn> <mml:mo>}</mml:mo> </mml:mrow> </mml:math> twins in titanium: Elastic energy and stress fields at the vicinity of twins
Hamidreza Abdolvand, Omid Sedaghat, Yi Guo
2018· article· lv· Materialia· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+insufficient_payload
6
citations
affno abstractunlabeled
What is behind the plastic strain rate?
Markus Hütter, Miroslav Grmela, Hans Christian Öttinger
2009· article· en· Rheologica Acta· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
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