{"id":"W7139538653","doi":"","title":"Refractory Ceramics for the Aluminium Foundries: Novel Perspectives for Greater Process and Product Sustainability","year":2024,"lang":"en","type":"book-chapter","venue":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Energy Frontier Research Centers; Oak Ridge National Laboratory; JST-Mirai Program; Precursory Research for Embryonic Science and Technology; Core Research for Evolutional Science and Technology; Fusion Energy Sciences; Basic Energy Sciences; National Research, Development and Innovation Office; Fundamental Research Funds for the Central Universities; Korea Environmental Industry and Technology Institute; Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture; Science and Engineering Research Board; HORIZON EUROPE Framework Programme; Alliance de recherche numérique du Canada; Junta de Andalucía; National Science and Technology Council; Conseil Régional Aquitaine; Ministero dello Sviluppo Economico; Air Force Office of Scientific Research; Korea Agency for Infrastructure Technology Advancement; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Ministério da Educação; Magnus Bergvalls Stiftelse; Ministry of Science and ICT, South Korea; Indian Institute of Technology Bombay; Agentúra na Podporu Výskumu a Vývoja; Österreichische Forschungsförderungsgesellschaft; Division of Materials Research; European Regional Development Fund; Centre National de la Recherche Scientifique; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Ministry of Education, India; Office of Science; Narodowym Centrum Nauki; Korea Institute of Energy Technology Evaluation and Planning; Ministry of Defense; Magyar Tudományos Akadémia; Japan Society for the Promotion of Science; Commercializations Promotion Agency for R and D Outcomes; Ministry of Environment; Ministero dell’Istruzione, dell’Università e della Ricerca; Royal Academy of Engineering; Fraunhofer-Gesellschaft; Forschungszentrum Jülich; Ministry of Trade, Industry and Energy; National Natural Science Foundation of China; National Research Foundation of Korea; Agencia Estatal de Investigación; Association Nationale de la Recherche et de la Technologie; Youth Innovation Promotion Association; Fonds De La Recherche Scientifique - FNRS; Ministry of Education, Culture, Sports, Science and Technology; China Scholarship Council; Bundesministerium für Bildung und Forschung; Engineering and Physical Sciences Research Council; European Commission; Ministério da Educação e Ciência; Companhia Brasileira de Metalurgia e Mineração; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Grantová Agentura České Republiky; Army Research Office; Agence Nationale de la Recherche; Tokyo Institute of Technology; Danmarks Tekniske Universitet; Ministry of Education - Singapore; Eusko Jaurlaritza; Innovationsfonden; Department of Science and Technology, Ministry of Science and Technology, India; Deutsche Forschungsgemeinschaft; Dipartimenti di Eccellenza; National Key Research and Development Program of China; University of Leeds; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; National Research Foundation; Javna Agencija za Raziskovalno Dejavnost RS; Henry Royce Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutscher Akademischer Austauschdienst; Ministerio de Ciencia e Innovación; U.S. Department of Energy; Fundação para a Ciência e a Tecnologia; Research Center for Biomedical Engineering; National Science Foundation; Ministerstvo obrany Slovenskej republiky; UK Research and Innovation; Slovenská Akadémia Vied; Innoviris; Institute of Science and Technology Austria; Korea Institute for Advancement of Technology; Nazarbayev University; University of Central Florida; Alexander von Humboldt-Stiftung","keywords":"Refractory (planetary science); Process (computing); Sustainability; Product (mathematics); Aluminium; Ceramic","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000237568,0.0006233975,0.0005519784,0.0002491373,0.0005195969,0.0001605003,0.0003806758,0.0001817927,0.0000294802],"category_scores_gemma":[0.00006672198,0.0005550543,0.0002143921,0.00008317047,0.0003312799,0.0001787771,0.0001609439,0.0003819393,0.000005988211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167453,"about_ca_system_score_gemma":0.0001847045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001143535,"about_ca_topic_score_gemma":0.0000337554,"domain_scores_codex":[0.9981321,0.000006955523,0.0003052759,0.0008111089,0.0002585844,0.0004859726],"domain_scores_gemma":[0.9984264,0.0005332353,0.00008997746,0.0004314516,0.0004105771,0.0001084067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001399714,0.0002529523,0.0001168629,0.0488819,0.007289069,0.0001116427,0.0560328,0.04108347,0.0007031919,0.8172051,0.01458038,0.01234288],"study_design_scores_gemma":[0.002131249,0.0004444948,0.0006524633,0.001189193,0.002878102,0.0001298653,0.01313584,0.04668664,0.0001098484,0.03926597,0.8903044,0.003071931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03739798,0.1046004,0.2050492,0.004119216,0.009405339,0.01809837,0.01370721,0.003831771,0.6037906],"genre_scores_gemma":[0.6776005,0.002869098,0.002950122,0.00004853321,0.002003376,0.0004988927,0.0004580196,0.0005478885,0.3130236],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.875724,"threshold_uncertainty_score":0.9996901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730613853077978,"score_gpt":0.2298680377847475,"score_spread":0.2125618992539677,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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