{"id":"W4362703178","doi":"10.3204/pubdb-2023-01716","title":"Novel method for the identification of the production flavor of neutral charmed mesons","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Akademi Sains Malaysia; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Korea Research Environment Open Network; Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional; Istituto Nazionale di Fisica Nucleare; Ministry of Science and Higher Education of the Russian Federation; National Research University Higher School of Economics; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Javna Agencija za Raziskovalno Dejavnost RS; National Research Foundation of Ukraine; Max-Planck-Gesellschaft; Ministry of Education, Culture, Sports, Science and Technology; Korea Institute of Science and Technology Information; Liaoning Revitalization Talents Program; Bundesministerium für Bildung und Forschung; Korea Institute of Science and Technology; National Research Foundation; Austrian Science Fund; CAS Center for Excellence in Particle Physics; Chinese Academy of Sciences; U.S. Department of Energy; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft; National Institute of Informatics; Grantová Agentura České Republiky; Deutsches Elektronen-Synchrotron; Generalitat Valenciana; Thailand Center of Excellence in Physics; Alexander von Humboldt-Stiftung; Bundesministerium für Bildung, Wissenschaft und Forschung; Ministry of Education and Science of Ukraine; Vietnam Academy of Science and Technology; Natural Science Foundation of Shandong Province; Compute Canada; University of Tabuk; National Science Foundation; Canarie; Centre National de la Recherche Scientifique; Univerzita Karlova v Praze; University of Victoria","keywords":"Physics; Particle physics; Meson; Charm (quantum number); Hadron; Nuclear physics; Luminosity; Production (economics); Bar (unit); Flavor; B meson; D meson; Mixing (physics); Chemistry","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":[0.001356495,0.0009052067,0.0008007365,0.001523688,0.0008100909,0.001652469,0.001808072,0.001014736,0.003084355],"category_scores_gemma":[0.003232901,0.0005100155,0.0006629074,0.0007591144,0.0007876959,0.001387488,0.001488056,0.001269053,0.00143321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008273495,"about_ca_system_score_gemma":0.001523406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212145,"about_ca_topic_score_gemma":0.002619371,"domain_scores_codex":[0.9990068,0.0001667672,0.00005007279,0.000317279,0.0003633118,0.00009577256],"domain_scores_gemma":[0.9984121,0.0005509499,0.0001794935,0.0003320238,0.0004422214,0.00008307144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009529812,0.0005200221,0.01915799,0.0002160032,0.0002670475,0.0002123976,0.0002514526,0.07924326,0.07487264,0.06505365,0.006772164,0.7524804],"study_design_scores_gemma":[0.0001071099,0.0001180528,0.001605904,0.00001727262,0.00002821842,0.0002043307,0.0000312476,0.9413599,0.02492768,0.02385441,0.007682297,0.00006354845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009822089,0.00006813186,0.9873237,0.00009786615,0.0000573353,0.00007310847,0.0000914781,0.001536857,0.0009294628],"genre_scores_gemma":[0.06848337,0.00005621773,0.9288348,0.0001021373,0.00003543779,0.000173881,0.0002775282,0.0001466697,0.001890015],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003084355,"threshold_uncertainty_score":0.01031822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037177158333701,"score_gpt":0.252600659990851,"score_spread":0.1488829441574809,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}