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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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ACS Nano
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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.

695 results · 1 filter active ·
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20042025
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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.
695 works in the cohort · of 4,299,418page 5 of 14

Labels cover 0 of 695 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 695 of 695 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Hexagonal Boron Nitride for Sulfur Corrosion Inhibition
Govind Chilkoor, Kalimuthu Jawaharraj, Bhuvan Vemuri, Alex Kutana, Manoj Tripathi, Divya Kota +8 more
2020· article· en· ACS Nano· Materials Science
distilled prediction:candidate · noneconsensus · none
96
citations
affunlabeled
Control of DNA Capture by Nanofluidic Transistors
Kee-Hyun Paik, Yang Liu, Vincent Tabard‐Cossa, Matthew Waugh, David Huber, J. Provine +3 more
2012· article· en· ACS Nano· Engineering
distilled prediction:candidate · noneconsensus · none
88
citations
afffundunlabeled
Micro/Nanorobotic Swarms: From Fundamentals to Functionalities
Junhui Law, Jiangfan Yu, Wentian Tang, Zheyuan Gong, Xian Wang, Yu Sun
2023· review· en· ACS Nano· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
87
citations
afffundunlabeled
Technology Roadmap of Micro/Nanorobots
Xiaohui Ju, Chuanrui Chen, Çağatay M. Oral, Semih Sevim, Ramin Golestanian, Mengmeng Sun +97 more
2025· review· en· ACS Nano· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
78
citations
afffundunlabeled
Shape-Specific Patterning of Polymer-Functionalized Nanoparticles
Elizabeth Galati, Moritz Tebbe, Ana Querejeta‐Fernández, Huolin L. Xin, Oleg Gang, Ekaterina B. Zhulina +1 more
2017· article· en· ACS Nano· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
78
citations
afffundunlabeled
Load-Dependent Friction Hysteresis on Graphene
Zhijiang Ye, Philip Egberts, Gang Han, A. T. Charlie Johnson, Robert W. Carpick, Ashlie Martini
2016· article· en· ACS Nano· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
78
citations
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