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Data-Driven Interrogation of Reactivity in Acid-Catalyzed Carbonyl-Olefin Metathesis with Machine Learning and Large Language Models.

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Title: Data-Driven Interrogation of Reactivity in Acid-Catalyzed Carbonyl-Olefin Metathesis with Machine Learning and Large Language Models.
Authors: Li ZH; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada., Kuang Y; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada., Chamness SA; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada., Prout E; University of Michigan, Department of Chemistry, Willard Henry Dow Laboratory, 930 North University Ave., Ann Arbor, Michigan 48109, United States., Jones-Thomson G; University of Michigan, Department of Chemistry, Willard Henry Dow Laboratory, 930 North University Ave., Ann Arbor, Michigan 48109, United States., Niu B; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada., McClure TJ; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada., Burns SM; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada., Schindler CS; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada., Reid JP; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.
Source: Journal of the American Chemical Society [J Am Chem Soc] 2026 Jun 03; Vol. 148 (21), pp. 21545-21557. Date of Electronic Publication: 2026 May 15.
Publication Type: Journal Article
Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 7503056 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-5126 (Electronic) Linking ISSN: 00027863 NLM ISO Abbreviation: J Am Chem Soc Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Data-Driven Interrogation of Reactivity in Acid-Catalyzed Carbonyl-Olefin Metathesis with Machine Learning and Large Language Models.
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  Data: <searchLink fieldCode="AU" term="%22Li+ZH%22">Li ZH</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.<br /><searchLink fieldCode="AU" term="%22Kuang+Y%22">Kuang Y</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.<br /><searchLink fieldCode="AU" term="%22Chamness+SA%22">Chamness SA</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.<br /><searchLink fieldCode="AU" term="%22Prout+E%22">Prout E</searchLink>; University of Michigan, Department of Chemistry, Willard Henry Dow Laboratory, 930 North University Ave., Ann Arbor, Michigan 48109, United States.<br /><searchLink fieldCode="AU" term="%22Jones-Thomson+G%22">Jones-Thomson G</searchLink>; University of Michigan, Department of Chemistry, Willard Henry Dow Laboratory, 930 North University Ave., Ann Arbor, Michigan 48109, United States.<br /><searchLink fieldCode="AU" term="%22Niu+B%22">Niu B</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.<br /><searchLink fieldCode="AU" term="%22McClure+TJ%22">McClure TJ</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.<br /><searchLink fieldCode="AU" term="%22Burns+SM%22">Burns SM</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.<br /><searchLink fieldCode="AU" term="%22Schindler+CS%22">Schindler CS</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.<br /><searchLink fieldCode="AU" term="%22Reid+JP%22">Reid JP</searchLink>; University of British Columbia, Department of Chemistry, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada.
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  Data: <searchLink fieldCode="JN" term="%227503056%22">Journal of the American Chemical Society</searchLink> [J Am Chem Soc] 2026 Jun 03; Vol. 148 (21), pp. 21545-21557. <i>Date of Electronic Publication: </i>2026 May 15.
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        Value: 10.1021/jacs.6c00975
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              Text: 2026 Jun 03
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