{"id":"W4382240957","doi":"10.1103/physrevc.107.065503","title":"Precision pulse shape simulation for proton detection at the Nab experiment","year":2023,"lang":"en","type":"article","venue":"Physical review. C","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Oak Ridge National Laboratory; Workforce Development for Teachers and Scientists; UT-Battelle; Battelle; U.S. Department of Energy; Office of Science; National Science Foundation","keywords":"Physics; Proton; Detector; Oak Ridge National Laboratory; Pulse (music); Nuclear physics; Neutron; Measure (data warehouse); Ridge; Computational physics; Optics; Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000295378,0.0001548009,0.0002268328,0.00002254693,0.0002556207,0.00004110827,0.0001999919,0.00001389109,0.0001571502],"category_scores_gemma":[0.00001830958,0.0001042564,0.0002661636,0.0004332612,0.00003465961,0.0001291484,0.000183326,0.0001387136,0.0007174725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007873061,"about_ca_system_score_gemma":0.00002530559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233383,"about_ca_topic_score_gemma":5.719164e-7,"domain_scores_codex":[0.9986746,0.00009567827,0.0002135355,0.0003242496,0.0003831827,0.0003087364],"domain_scores_gemma":[0.9988151,0.0005018677,0.00009497263,0.0003875371,0.0001299398,0.00007056268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001418667,0.0003237542,0.0001989524,0.000541129,0.00006072458,3.449462e-7,0.0001942712,0.00209777,0.1277977,0.007876312,0.001238652,0.8595285],"study_design_scores_gemma":[0.0008138642,0.0001901015,0.0005647314,0.0003128633,0.00005255695,1.126713e-7,0.00002523405,0.1380858,0.784928,0.01460839,0.0601492,0.0002692319],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778079,0.0006558832,0.004097287,0.0008844587,0.0001720876,0.01085087,0.00004827001,0.0001351768,0.005348015],"genre_scores_gemma":[0.9946579,0.00008863257,0.000006294381,0.00004465078,0.000613314,0.004063809,0.00006638266,0.00003020462,0.0004288339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8592593,"threshold_uncertainty_score":0.9221897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05611768135559971,"score_gpt":0.4429124025615535,"score_spread":0.3867947212059538,"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."}}