{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096915,0.0003161727,0.000530836,0.0003693931,0.0006638159,0.0005651938,0.001365339,0.0007923265,0.003985568],"category_scores_gemma":[0.003137548,0.0002935494,0.000452563,0.0006620703,0.0003167674,0.0006486857,0.0004718433,0.0009124886,0.0003948911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599298,"about_ca_system_score_gemma":0.001637449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102028,"about_ca_topic_score_gemma":0.007460943,"domain_scores_codex":[0.9997022,0.00006823938,0.00000699913,0.00002030814,0.000152938,0.00004935441],"domain_scores_gemma":[0.9987571,0.0006654231,0.00006469488,0.0001033084,0.0003574262,0.00005209606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002395095,0.00008390873,0.001996785,0.00009425757,0.00003091299,0.0001082517,0.0001139068,0.9581665,0.003811977,0.02818452,0.00156225,0.005607175],"study_design_scores_gemma":[0.00002433081,0.00003490223,0.0001946623,0.000007468904,0.000005729273,0.000009720852,0.00001597689,0.9952902,0.001461443,0.002130372,0.0008174689,0.000007736271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.624964,0.0005734116,0.2900784,0.001243571,0.000299571,0.0003114328,0.002973231,0.001723573,0.07783285],"genre_scores_gemma":[0.9378095,0.0002091678,0.0574244,0.0001615296,0.00002485758,0.0002615119,0.0008599177,0.0002532358,0.002996051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102028,"threshold_uncertainty_score":0.0202868,"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."}}