{"id":"W7086636779","doi":"","title":"Charged-hadron identification at Belle II","year":2025,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Bundesministerium für Bildung, Wissenschaft und Forschung; Max-Planck-Gesellschaft; Ministry of Education, Culture, Sports, Science and Technology; Korea Institute of Science and Technology Information; Ministry of Science and Higher Education of the Russian Federation; National Research Foundation; Austrian Science Fund; Compute Canada; Natural Science Foundation of Shandong Province; Grantová Agentura České Republiky; Univerzita Karlova v Praze; Centre National de la Recherche Scientifique; Korea Institute of Science and Technology; Ministerstvo Školství, Mládeže a Tělovýchovy; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Grantová Agentura, Univerzita Karlova; Agence Nationale de la Recherche; Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional; Istituto Nazionale di Fisica Nucleare; Deutsche Forschungsgemeinschaft; National Natural Science Foundation of China; Canarie; European Commission; Alexander von Humboldt-Stiftung","keywords":"Collider; Identification (biology); Sensitivity (control systems); Particle identification","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":[0.005629542,0.001388597,0.001769707,0.01010922,0.003122888,0.003858011,0.002852437,0.001694452,0.1208205],"category_scores_gemma":[0.00395534,0.001210637,0.001025793,0.009188009,0.0004877304,0.002961036,0.002810958,0.001871139,0.05828336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002632668,"about_ca_system_score_gemma":0.003365641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008332866,"about_ca_topic_score_gemma":0.007525706,"domain_scores_codex":[0.9964356,0.0003751177,0.0001661836,0.0008027985,0.001432914,0.0007874208],"domain_scores_gemma":[0.9951547,0.0006033423,0.0006111924,0.001351969,0.001457684,0.0008211095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006743329,0.000656612,0.04893564,0.00168673,0.0004180947,0.001704656,0.0008708067,0.002605114,0.05889124,0.04127443,0.7230339,0.1131795],"study_design_scores_gemma":[0.0008159262,0.0004500158,0.04004782,0.0002653266,0.0002006931,0.0007255296,0.0002251961,0.01038713,0.07396349,0.01088337,0.8617395,0.0002960358],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1078302,0.006271622,0.04186391,0.00287447,0.001130746,0.0009406523,0.5632209,0.04271407,0.2331534],"genre_scores_gemma":[0.3462151,0.001879308,0.06622399,0.001684016,0.0008930408,0.0009783019,0.4883247,0.007296402,0.08650519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1208205,"threshold_uncertainty_score":0.4041847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706281630862493,"score_gpt":0.2996973287490109,"score_spread":0.282634512440386,"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."}}