{"id":"W4414595042","doi":"10.2172/2589842","title":"Geant4 Simulations and Experimental Results for the Pacific-Ocean Neutrino Experiment (P-ONE)","year":2025,"lang":"en","type":"report","venue":"","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; U.S. Department of Energy","keywords":"Neutrino; Noise (video); Experimental data; Work (physics); Neutrino oscillation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001797688,0.001569265,0.001153724,0.0007476927,0.001197329,0.001321305,0.002907286,0.002207879,0.01490783],"category_scores_gemma":[0.005190511,0.0008281719,0.001378606,0.001270015,0.0007847942,0.001464957,0.0008278381,0.002361822,0.002458457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483268,"about_ca_system_score_gemma":0.00174918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378109,"about_ca_topic_score_gemma":0.02042039,"domain_scores_codex":[0.9992772,0.0002294411,0.00001815414,0.00006594338,0.000253692,0.0001555894],"domain_scores_gemma":[0.9978063,0.001353001,0.00009010687,0.0001239542,0.000482051,0.0001445759],"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":[0.0005825322,0.0003696253,0.005740546,0.000675217,0.0001678821,0.0003887131,0.0002997631,0.8794377,0.00313884,0.03881602,0.06018803,0.01019514],"study_design_scores_gemma":[0.000318735,0.0001714468,0.001199523,0.00008264135,0.00004158275,0.00006509411,0.0001440534,0.9607544,0.003217045,0.008728184,0.02523111,0.00004620894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5470065,0.004299501,0.08100172,0.00851692,0.001883014,0.0006963585,0.05162016,0.008832292,0.2961435],"genre_scores_gemma":[0.7154449,0.002402942,0.2007537,0.002118145,0.0002652103,0.002079051,0.0418973,0.006220337,0.02881849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378109,"threshold_uncertainty_score":0.04987168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07116591165635344,"score_gpt":0.378530516372847,"score_spread":0.3073646047164936,"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."}}