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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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Material Properties and Applications
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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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venuejournal
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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.

315 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
315 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 315 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 315 of 315 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Composite Materials: Design and Applications
Suong V. Hoa, Stephen W. Tsai
2002· book· en· Medical Entomology and Zoology· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
752
citations
affunlabeled
Damage and Failure of Composite Materials
Ramesh Talreja, Chandra Veer Singh
2012· book· en· Cambridge University Press eBooks· Materials Science
distilled prediction:candidate · noneconsensus · none
405
citations
affno abstractunlabeled
Handbook of Green Materials
Kristiina Oksman, Aji P. Mathew, Alexander Bismarck, Orlando J. Rojas, Mohini Sain
2013· book· en· Materials and Energy/Materials and energy· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
107
citations
affunlabeled
Segregation in Titanium Alloy Ingots
A. Mitchell, Akira Kawakami, Steve Cockcroft
2007· article· en· High Temperature Materials and Processes· Materials Science
distilled prediction:candidate · noneconsensus · none
27
citations
venueno affunlabeled
Use of KEVLAR ® 49 in Aircraft Components
Firas J. Khusiafan
2018· article· en· Engineering Management Research· Materials Science
distilled prediction:candidate · noneconsensus · none
21
citations
fundno affunlabeled
Localized vibration modes in free anisotropic wedges
A. L. Shuvalov, Victor V. Krylov
2000· letter· en· The Journal of the Acoustical Society of America· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Advances in Pyrometallurgy
Camille Fléuriault, J.D. Steenkamp, Dean Gregurek, Jesse F. White, Quinn G. Reynolds, P. J. Mackey
2023· book· en· ˜The œminerals, metals & materials series· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
venueno affunlabeled
Journal of Research Updates in Polymer Science
2023· paratext· en· Journal of Research Updates in Polymer Science· Materials Science
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
9
citations
affunlabeled
The USAMP Magnesium Powertrain Cast Components Project
Joy A. Hines, R.C. McCune, John Allison, Bob R. Powell, Larry J. Ouimet, William L. Miller +3 more
2006· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
8
citations
affunlabeled
Polyester and Vinyl Ester Coatings
Kenneth B. Tator, William R. Slama
2015· book-chapter· en· ASM International eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Features of the block element method
В. А. Бабешко, J. A. Ritzer
2011· article· en· Doklady Physics· Materials Science
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
Fibers from polymeric nanocomposites
L. A. Utracki
2006· article· en· NPARC· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
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