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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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biodegradable polymer synthesis and 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.

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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.

1,609 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.
1,609 works in the cohort · of 4,299,418page 30 of 33

Labels cover 3 of 1,609 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 1,609 of 1,609 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Sustainability in Plastic Packaging
Omid Yousefzade, Mojtaba Mohammadi, Georges R. Younes, Abdellah Ajji
2024· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Macromol. React. Eng. 4/2008
Xiao Xiang Zhu, Bo‐Geng Li, Linbo Wu, Yougui Zheng, Shiping Zhu, Klaus‐Dieter Hungenberg +2 more
2008· article· en· Macromolecular Reaction Engineering· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Basement Membrane
John H. Duffus, Michael Schwenk, Douglas M. Templeton
2017· dataset· en· IUPAC Standards Online· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Macromol. React. Eng. 9/2009
Sang‐Young A. Shin, Leonardo C. Simon, João B. P. Soares, G. A. Scholz, Timothy F. L. McKenna
2009· article· en· Macromolecular Reaction Engineering· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Committee on Microbiology and Extraneous Materials
Carlos Abeyta, Foster D McClure, Michael S Curiale, Joseph Ferreira, James R Agin, Loralyn Ledenbach +4 more
2001· article· en· Journal of AOAC International· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Macromol. Symp. 285
Timothy Mckenna Joa, Bluma G. Soares, Randhir Rawatlal, Ahmad Alshaiban, João B. P. Soares, Iku Kouzai +38 more
2009· article· en· Macromolecular Symposia· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Committee on Microbiology and Extraneous Materials
James R Agin, Wayne Ziemer, Melissa C. Newman, Dennis E. Guilfoyle, Kevin J Vought, Loralyn Ledenbach +11 more
2006· article· en· Journal of AOAC International· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
BioAmber hits targets for succinic acid
Michael McCoy
2016· article· en· C&EN Global Enterprise· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Biopolymer-nanoparticles hybrids
Federica Catania, Mattia Bartoli, Alberto Tagliaferro
2021· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Cremnomymar dipteron
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
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