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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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Natural Fiber Reinforced Composites
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
fundfunder
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.

1,178 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.
1,178 works in the cohort · of 4,299,418page 4 of 24

Labels cover 5 of 1,178 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 1,178 of 1,178 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Plant Fibers as Composite Reinforcements for Biomedical Applications
Lizbeth Zamora-Mendoza, Fernando Gushque, Sabrina Yanez, Nicole Jara, José F. Álvarez-Barreto, Camilo Zamora‐Ledezma +2 more
2023· review· en· Bioengineering· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
57
citations
affunlabeled
Hybrid composites based on polyethylene and coir/oil palm fibers
Charles Amani Kakou, Hamid Essabir, Mohammed Ouadi Bensalah, Rachid Bouhfid, Denis Rodrigue, Abou el kacem Qaiss
2015· article· en· Journal of Reinforced Plastics and Composites· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
52
citations
afffundno abstractunlabeled
Natural fiber and hybrid fiber thermoplastic composites
Suhara Panthapulakkal, L. Raghunanan, Mohini Sain, Birat KC, Jimi Tjong
2017· book-chapter· en· Elsevier eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
50
citations
affunlabeled
Dimensional stability of wood–polymer composites
Yaolin Zhang, S. Y. Zhang, Dian Qing Yang, Hui Wan
2006· article· en· Journal of Applied Polymer Science· Materials Science
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Alfa fibers/clay hybrid composites based on polypropylene
Radouane Boujmal, Charles Amani Kakou, Souad Nekhlaoui, Hamid Essabir, Mohammed Ouadi Bensalah, Denis Rodrigue +2 more
2017· article· en· Journal of Thermoplastic Composite Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
49
citations
affno abstractunlabeled
Laminated epoxy biocomposites based on clay and jute fibers
Hind Abdellaoui, Hala Bensalah, Marya Raji, Denis Rodrigue, Rachid Bouhfid, Abou el kacem Qaiss
2017· article· en· Journal of Bionic Engineering· Materials Science
distilled prediction:candidate · noneconsensus · none
48
citations
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