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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 Applied Materials & Interfaces
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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.

1,274 results · 1 filter active ·
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20032025
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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.
1,274 works in the cohort · of 4,299,418page 4 of 26

Labels cover 1 of 1,274 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 1,274 of 1,274 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Autonomous Molecular Design: Then and Now
Tanja Dimitrov, Christoph Kreisbeck, Jill Becker, Alán Aspuru‐Guzik, Semion K. Saikin
2019· article· en· ACS Applied Materials & Interfaces· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
109
citations
affunlabeled
Noneluting Enzymatic Antibiofilm Coatings
Svetlana Pavlukhina, Jeffrey B. Kaplan, Li Xu, Wei Chang, Xiaojun Yu, Srinivasa Madhyastha +4 more
2012· article· en· ACS Applied Materials & Interfaces· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
104
citations
afffundunlabeled
UV-Curable Antismudge Coatings
Chao Zheng, Guojun Liu, Heng Hu
2017· article· en· ACS Applied Materials & Interfaces· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
102
citations
afffundunlabeled
Design Molecular Topology for Wet–Dry Adhesion
Jiawei Yang, Ruobing Bai, Jianyu Li, Canhui Yang, Xi Yao, Qihan Liu +3 more
2019· article· en· ACS Applied Materials & Interfaces· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
98
citations
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How this was built: Screen · Findings · About