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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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Accounts of Chemical Research
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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.

158 results · 1 filter active ·
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20002025
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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.
158 works in the cohort · of 4,299,418page 3 of 4

Labels cover 0 of 158 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 158 of 158 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Synthetic Nanomotors: Working Together through Chemistry
Bryan Robertson, Mu‐Jie Huang, Jiang‐Xing Chen, Raymond Kapral
2018· article· en· Accounts of Chemical Research· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations
fundno affunlabeled
ASKCOS: Open-Source, Data-Driven Synthesis Planning
Zhengkai Tu, Sourabh J. Choure, Mun Hong Fong, Jihye Roh, Itai Levin, Kevin Yu +11 more
2025· article· en· Accounts of Chemical Research· Materials Science
distilled prediction:candidate · metaresearch+open_science+insufficient_payloadconsensus · none
54
citations
afffundunlabeled
Oxygen-Based Anion Redox for Lithium Batteries
Matthew Li, Xuanxuan Bi, Khalil Amine, Jun Lü
2020· article· en· Accounts of Chemical Research· Engineering
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Hyperthermal Oxidation of Graphite and Diamond
Jeffrey T. Paci, Timothy K. Minton, George C. Schatz
2012· article· en· Accounts of Chemical Research· Materials Science
distilled prediction:candidate · noneconsensus · none
28
citations
fundno affunlabeled
From Catalysis of Evolution to Evolution of Catalysis
Rotem Edri, Loren Dean Williams, Moran Frenkel‐Pinter
2024· article· en· Accounts of Chemical Research· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Protocellular Heme and Iron–Sulfur Clusters
Daniele Rossetto, Nemanja Cvjetan, Peter Walde, Sheref S. Mansy
2024· review· en· Accounts of Chemical Research· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
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