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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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Advanced Functional Materials
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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.

964 results · 1 filter active ·
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20012025
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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.
964 works in the cohort · of 4,299,418page 8 of 20

Labels cover 1 of 964 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 964 of 964 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Shape‐Memory Photonic Thermoplastics from Cellulose Nanocrystals
Charlotte E. Boott, Miguel A. Soto, Wadood Y. Hamad, Mark J. MacLachlan
2021· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
61
citations
affunlabeled
Bioinspired Stochastic Design: Tough and Stiff Ceramic Systems
Hamidreza Yazdani Sarvestani, Derek Aranguren van Egmond, I. Esmail, Marc Genest, Chantal Paquet, Behnam Ashrafi
2021· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
59
citations
afffundunlabeled
Black Titania with Nanoscale Helicity
Thanh‐Dinh Nguyen, Jessica Li, Erlantz Lizundia, Markus Niederberger, Wadood Y. Hamad, Mark J. MacLachlan
2019· article· en· Advanced Functional Materials· Energy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
56
citations
affunlabeled
Constructing Na‐Ion Cathodes via Alkali‐Site Substitution
Chenglong Zhao, Zhenpeng Yao, Dong Zhou, Liwei Jiang, Jianlin Wang, Vadim Murzin +5 more
2020· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
55
citations
affunlabeled
Direct Ink Writing of Conductive Hydrogels
Monica Ho, Aline Braz Ramirez, Negar Akbarnia, Eric Croiset, Elisabeth Prince, Gerald G. Fuller +1 more
2025· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · noneconsensus · none
55
citations
affunlabeled
3D‐Printed Stacked Ionic Assemblies for Iontronic Touch Sensors
Jérémy Odent, Nicolas Baleine, Valentin Biard, Yuta Dobashi, Cédric Vancaeyzeele, Giao Nguyen +3 more
2022· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
55
citations
affunlabeled
Printed Microfluidics
Christopher Dixon, Julian Lamanna, Aaron R. Wheeler
2017· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · noneconsensus · none
54
citations
fundno affunlabeled
Nanosponges as an Emerging Platform for Cancer Treatment and Diagnosis
B.H. Jaswanth Gowda, Mohammed Gulzar Ahmed, Mohammad Ali Abdullah Almoyad, Shadma Wahab, Waleed Hassan Almalki, Prashant Kesharwani
2023· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · noneconsensus · none
53
citations

How this was built: Screen · Findings · About