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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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Advanced ceramic materials synthesis
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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.

472 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.
472 works in the cohort · of 4,299,418page 6 of 10

Labels cover 1 of 472 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 472 of 472 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
J-Phase Structures in the Y-Si-Al-O-N System
Derek P. Thompson, K. Liddell, Zhengbo Yu, Liming Gao
2004· article· en· Key engineering materials· Materials Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Dental Y-TZP Ceramics: Local Fracture Resistance
G. A. Gogotsi, V. Y. Galenko, Grace M. De Souza
2021· article· en· Strength of Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Brillouin Spectra of Porous p-Type 6H-SiC
G. Todd Andrews, Chris Young, Anna Maria Polomska, M. J. Clouter, Yue Ke, Robert P. Devaty +1 more
2006· article· en· Materials science forum· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Strengthening and Toughening in Pressureless Sintered Si<sub>3</sub>N<sub>4</sub> with Y<sub>2</sub>O<sub>3</sub> and Al<sub>2</sub>O<sub>3</sub> Additions
Zoran Krstić, V. D. Krstic
2002· article· en· Materials science forum· Materials Science
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payload
3
citations
affunlabeled
Preparation of Rho Alumina
Taichi Sato
2004· article· en· Shigen-to-Sozai· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Carbonitriding of Tetragonal Zirconia
Zhenbo Zhao, Cheng Liu, Derek O. Northwood
2008· book-chapter· en· Ceramic engineering and science proceedings· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Nanoscale Dynamics at Reactive Wetting Front on SiC
Shun Tanaka, Chihiro Iwamoto
2005· article· en· Materials science forum· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
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