{"id":"W7005149000","doi":"","title":"Phase-separating Active Materials in Lithium-ion Batteries: Implications for Fast-charging and Material Characterisation","year":2024,"lang":"en","type":"article","venue":"CINECA IRIS Institutial research information system (University of Pisa)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Precursory Research for Embryonic Science and Technology; Basic Energy Sciences; Division of Materials Research; Basic and Applied Basic Research Foundation of Guangdong Province; Philippine-California Advanced Research Institutes; Fundamental Research Funds for the Central Universities; Agencia Estatal de Investigación; Philippine Council for Industry, Energy, and Emerging Technology Research and Development; Japan Society for the Promotion of Science; Guangdong Provincial Pearl River Talents Program; Materials Research Science and Engineering Center, Harvard University; University of California, Irvine; Office of Nuclear Energy; Office of Energy Efficiency and Renewable Energy; Samsung; Universitat Politècnica de València; Alliance de recherche numérique du Canada; Advanced Low Carbon Technology Research and Development Program; Korea Institute of Ceramic Engineering and Technology; Ministry of Science and ICT, South Korea; RWTH Aachen University; UK Research and Innovation; Total; Japan Science and Technology Agency; American Chemical Society Petroleum Research Fund; Innovation and Technology Commission; Christian Doppler Forschungsgesellschaft; Latvijas Zinātnes Padome; Österreichische Forschungsförderungsgesellschaft; Deutsche Akademie der Naturforscher Leopoldina - Nationale Akademie der Wissenschaften; Deutsche Forschungsgemeinschaft; Politechnika Gdańska; Agència per a la Competitivitat de l’Empresa; Office of Science; Narodowym Centrum Nauki; Narodowe Centrum Nauki; National Natural Science Foundation of China; National Research Foundation of Korea; Korea Institute for Advancement of Technology; Core Research for Evolutional Science and Technology; Natural Science Foundation of Guangdong Province; Imperial College London; Generalitat de Catalunya; Generalitat Valenciana; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; China Scholarship Council; Eusko Jaurlaritza; Ministry of Trade, Industry and Energy; Agence Nationale de la Recherche; Shenzhen Municipal Science and Technology Innovation Council; University of Sheffield; Westlake University; Bundesministerium für Klimaschutz, Umwelt, Energie, Mobilität, Innovation und Technologie; Commission on Higher Education; China Postdoctoral Science Foundation; National Science Foundation; Toyota Research Institute; International Institute for Carbon-Neutral Energy Research, Kyushu University; Austrian Science Fund; National Research Foundation; Max Kade Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Office of Energy Efficiency; Curtin University of Technology; Colorado School of Mines; Northwestern University; Samsung Advanced Institute of Technology; Norges Forskningsråd; Alexander von Humboldt-Stiftung; U.S. Department of Energy; U.S. Department of Homeland Security; Bundesministerium für Digitalisierung und Wirtschaftsstandort; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación; Engineering and Physical Sciences Research Council; European Commission","keywords":"Phase (matter); Diafiltration; Noise (video); Work (physics); Measure (data warehouse)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001843579,0.0008211382,0.0008277399,0.00109516,0.0004655154,0.001930838,0.001695817,0.00181518,0.001646144],"category_scores_gemma":[0.002550712,0.0004449891,0.0002276455,0.001087168,0.00100052,0.004137503,0.000677478,0.001481511,0.001025533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009852964,"about_ca_system_score_gemma":0.0003384487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006804691,"about_ca_topic_score_gemma":0.0006211696,"domain_scores_codex":[0.9994206,0.00009642648,0.0000509052,0.0001201129,0.0002784547,0.00003352588],"domain_scores_gemma":[0.9986479,0.0006529136,0.0001910064,0.0001162573,0.0003519043,0.00004014198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003385691,0.0003507234,0.00290823,0.003080521,0.00001702235,0.0003331275,0.0004393146,0.01327688,0.7769836,0.02184169,0.001971876,0.1784585],"study_design_scores_gemma":[0.00003164439,0.0006242315,0.003404649,0.0004479166,0.00003332893,0.0009153467,0.0004370806,0.04293678,0.8730287,0.03846213,0.03955428,0.0001239614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2937858,0.2432962,0.4406324,0.005643131,0.0009051196,0.0006352105,0.001746273,0.0009763873,0.01237964],"genre_scores_gemma":[0.702502,0.08264644,0.2058771,0.0007190531,0.0007553565,0.0004749376,0.001313863,0.0003138301,0.005397543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001930838,"threshold_uncertainty_score":0.00974983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726790329037012,"score_gpt":0.3407329751755211,"score_spread":0.303465071885151,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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