{"id":"W4406050303","doi":"10.1063/5.0247891","title":"Cavitating wake dynamics and hydroacoustics performance of marine propeller with a nozzle","year":2025,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Shared Hierarchical Academic Research Computing Network; Mitacs; Transport Canada","keywords":"Physics; Wake; Propeller; Nozzle; Cavitation; Mechanics; Aerospace engineering; Classical mechanics; Marine engineering; Thermodynamics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005167227,0.00009745886,0.0001698401,0.00004652414,0.00001888631,0.000006764536,0.00007039012,0.00002183009,0.000007326727],"category_scores_gemma":[0.000008285542,0.00009242657,0.00001670562,0.0002296708,0.00006781645,0.00008779104,0.00004789236,0.00007599458,0.000001538368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003333242,"about_ca_system_score_gemma":0.00001972171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000109174,"about_ca_topic_score_gemma":0.00000541924,"domain_scores_codex":[0.9995167,0.000004496691,0.0001838897,0.00008638644,0.0001031904,0.0001053963],"domain_scores_gemma":[0.9996573,0.00004703818,0.00003228809,0.0001531668,0.00009067787,0.00001954168],"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":[0.0001177543,0.0002510531,0.0627889,0.007597955,0.0004806943,0.00000187386,0.003230522,0.6239939,0.1411382,0.05666701,0.0003199962,0.1034123],"study_design_scores_gemma":[0.0004045371,0.00008783443,0.003988918,0.0001079635,0.00004243329,7.279368e-7,0.00009292649,0.9785922,0.01560458,0.0009130259,0.00003792714,0.0001269498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658018,0.00004555292,0.01835778,0.00001489965,0.00005970471,0.0001278991,0.00001768352,0.00003281883,0.0155419],"genre_scores_gemma":[0.9892593,0.00003295265,0.01038516,0.000007989093,0.000015354,0.000007591844,0.00001342991,0.00001881119,0.0002593799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545983,"threshold_uncertainty_score":0.3769046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00451534848655212,"score_gpt":0.1934477262523581,"score_spread":0.188932377765806,"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."}}