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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.

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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Graphene and Nanomaterials Applications
Retraction
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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
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.

414 results · 1 filter active ·
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20012025
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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.
414 works in the cohort · of 4,299,418page 9 of 9

Labels cover 1 of 414 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 414 of 414 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Nanomaterials
R. B. Jordan
2024· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Macromol. Rapid Commun. 2/2017
Ye Sha, Dongliang Qi, Shaochuan Luo, Xinghua Sun, Xiaoliang Wang, Gi Xue +1 more
2017· article· en· Macromolecular Rapid Communications· Engineering
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affno abstractunlabeled
Antifungal Activity of Graphene-Based Nanomaterials
Yasamin Ghahramani, Pardis Abolghasemi, Seyyed Mojtaba Mousavi, Seyyed Alireza Hashemi, Wei‐Hung Chiang, Chin Wei Lai
2022· book-chapter· en· Encyclopedia of Green Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Macromol. React. Eng. 3/2017
Milan Marić
2017· article· en· Macromolecular Reaction Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
IEEE Transactions on NanoBioscience publication information
B Wheeler, Jochen Walz, David E. Orin, Marios M. Polycarpou, Stephen M. Goodnick, Chen Chen +15 more
2013· article· en· IEEE Transactions on NanoBioscience· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
IEEE Transactions on NanoBioscience publication information
Shankar Subramaniam, Ning Xi, Yonhua Tzeng, Jennifer S. Andrew, Ellis Meng, Deirdre Meldrum +50 more
2020· article· en· IEEE Transactions on NanoBioscience· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

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