{"id":"W4414492320","doi":"10.22323/1.501.1088","title":"Status update of various simulation components for P-ONE.","year":2025,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; UK Research and Innovation; Deutsche Forschungsgemeinschaft; Canada First Research Excellence Fund; National Science Foundation","keywords":"Neutrino; Telescope; Cherenkov radiation; Cascade; Neutrino detector; Neutrino oscillation","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003945634,0.001772466,0.0009966182,0.001431671,0.000725275,0.002436186,0.003914582,0.001057518,0.03052881],"category_scores_gemma":[0.01277256,0.001249309,0.001567657,0.001662409,0.0004813034,0.003212846,0.00194938,0.003894495,0.01284213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258518,"about_ca_system_score_gemma":0.004111895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008757492,"about_ca_topic_score_gemma":0.01012166,"domain_scores_codex":[0.9980505,0.0005548366,0.0001925646,0.0001802567,0.0008583943,0.0001633954],"domain_scores_gemma":[0.9929594,0.001856681,0.0003047622,0.001384355,0.002753509,0.000741333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001840179,0.0007167483,0.007769173,0.001858617,0.0006078316,0.0003737066,0.0003889551,0.1281974,0.01073701,0.03302271,0.4208996,0.393588],"study_design_scores_gemma":[0.0004301073,0.0002064518,0.001871747,0.0003714372,0.0001775498,0.0001864644,0.00005914481,0.4044557,0.01328768,0.01234101,0.5664619,0.000150801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02158931,0.007206014,0.649376,0.005344535,0.004999459,0.001091301,0.0314669,0.1854043,0.09352224],"genre_scores_gemma":[0.116824,0.009154712,0.6722022,0.00255647,0.001284349,0.002212645,0.107095,0.0469017,0.04176894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03052881,"threshold_uncertainty_score":0.102129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898489331092837,"score_gpt":0.3082841712353055,"score_spread":0.2792992779243771,"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."}}