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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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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.

affaffiliation
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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 13 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.

affunlabeled
Multicolored Nanocolloidal Hydrogel Inks
Sofia M. Morozova, Tatiana G. Statsenko, Egor O. Ryabchenko, Albert Gevorkian, Vahid Adibnia, Maksim S. Lozhkin +2 more
2021· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
fundno affunlabeled
3D Acoustofluidics via Sub‐Wavelength Micro‐Resonators
William S. Harley, Kirill Kolesnik, Mingxin Xu, Daniel E. Heath, David J. Collins
2022· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affunlabeled
2D Oxides Realized via Confinement Heteroepitaxy
Furkan Türker, Chengye Dong, Maxwell Wetherington, Hesham El‐Sherif, Stephen J. Holoviak, Zachary J. Trdinich +6 more
2022· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
23
citations
afffundunlabeled
ZnO/PVA Macroscopic Fibers Bearing Anisotropic Photonic Properties
Natacha Kinadjian, Marie‐France Achard, Beatriz Julián‐López, Maryse Maugey, Philippe Poulin, Éric Prouzet +1 more
2012· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
affunlabeled
Modulation of Mechanical Interactions by Local Piezoelectric Effects
Cameron Brown, Jennifer L. Boyd, Antony Palmer, Michael A. Phillips, Charles‐André Couture, Maxime Rivard +5 more
2016· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affunlabeled
Non‐Covalent Chemistry on Surface‐Confined, Isolated Dendrimers
H.J. van Manen, Tommaso Auletta, Barbara Dordi, Holger Schönherr, G. Julius Vancsó, Frank C. J. M. van Veggel +1 more
2002· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
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How this was built: Screen · Findings · About