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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 11 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.

venueno affunlabeled
A theory of non-equilibrium grain boundaries and its applications to nano- and micro-crystalline materials processed by ECAPUne théorie des joints de grains hors d'équilibre et ses applications aux matériaux nano et microcristallins obtenus par extrusion dans des canaux déviés
В. Н. Чувильдеев, В. И. Копылов, W. Zeiger
2002· article· fr· Annales de Chimie Science des Matériaux· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
0
citations
affunlabeled
Accomodation of deformation in rolled Aluminium
Gyula Pál, Purnima Chakravarty, János György Bátorfi, Jurij J. Sidor
2022· article· en· Mérnöki és Informatikai Megoldások· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Anisotropic fracture of a quasi-brittle aluminium alloy
Marion Fourmeau, Tore Børvik, K.O. Pedersen, O.S. Hopperstad, Ahmed Benallal
2012· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
the odyssey modern translation pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Materials Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Prose poems
2017· article· en· Figshare· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Penultimate Word on Stage Ii Hardening in Fcc Metals?
S. Saimoto, Marjan Moradi, B.J. Diak
2025· preprint· en· SSRN Electronic Journal· Materials Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
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