{"id":"W4401443160","doi":"10.1115/omae2024-125991","title":"Modeling of Hydroacoustic Noise From Marine Propellers With Tip Vortex Cavitation","year":2024,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cavitation; Vortex; Acoustics; Marine engineering; Noise (video); Geology; Oceanography; Environmental science; Physics; Computer science; Engineering; Meteorology","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":[0.00005502177,0.0001077975,0.0001113212,0.0001077254,0.00001211013,0.00003147487,0.00006006951,0.00003128966,0.0002634387],"category_scores_gemma":[0.000007956168,0.00008950468,0.00002509262,0.0002054102,0.00001489085,0.0001517646,0.00001643177,0.00008700162,0.0000747643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006187751,"about_ca_system_score_gemma":0.00002113394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002241079,"about_ca_topic_score_gemma":0.00007612177,"domain_scores_codex":[0.9993829,0.000006010065,0.0001945516,0.0001463906,0.0001576115,0.0001125866],"domain_scores_gemma":[0.9997221,0.00004632004,0.000009052911,0.0001419414,0.00004001039,0.00004061698],"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":[0.000007201546,0.000007747279,0.00006087537,0.000127092,0.00006402712,0.00000499341,0.0005127575,0.9857797,0.01088909,0.0004601826,0.0001310696,0.001955238],"study_design_scores_gemma":[0.0001420914,0.00002204496,0.0001561861,0.00005561565,0.0000439207,0.000001448984,0.0001744505,0.9973823,0.0008470825,0.0009860545,0.00006366156,0.0001250921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.763927,0.0001979167,0.2089618,0.00003959309,0.0002634491,0.0002073198,0.00002100108,0.0005030491,0.02587879],"genre_scores_gemma":[0.9880993,0.00001317186,0.01117999,0.00001040603,0.00004672831,0.00001778452,0.0000496105,0.00004553401,0.0005374207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241723,"threshold_uncertainty_score":0.3649895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007400487272254195,"score_gpt":0.1872623562879456,"score_spread":0.1798618690156914,"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."}}