{"id":"W6989521414","doi":"","title":"Assessment of Propeller Cavitation Inception Speed Based on Onboard Vibration and Underwater Acoustic Data","year":2023,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Maritime","funders":"Ministère de l'Économie, de l’Innovation et des Exportations du Québec","keywords":"Propeller; Underwater; Noise (video); Vibration; Cavitation; Envelope (radar); Underwater acoustics; Sea trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001927873,0.0001180211,0.0001157557,0.0003720453,0.00005606355,0.00004552793,0.0001272511,0.00007360512,0.0000584198],"category_scores_gemma":[0.00006521677,0.0001287338,0.00001141231,0.0003199321,0.00003917694,0.0001485032,0.00002024597,0.0001091035,0.00003902978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093193,"about_ca_system_score_gemma":0.0001961443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006310354,"about_ca_topic_score_gemma":0.002567562,"domain_scores_codex":[0.9991747,0.0000224769,0.000210626,0.0001879532,0.00019543,0.0002088429],"domain_scores_gemma":[0.9992907,0.00009180349,0.0000359469,0.0003576332,0.00006754558,0.0001563847],"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":[0.000001963838,0.000006370627,0.0003146994,0.0001253705,0.00001254138,0.000005476333,0.0001358042,0.8929046,0.1003662,0.00009692343,0.005071176,0.0009588993],"study_design_scores_gemma":[0.0002270832,0.00003864551,0.08157655,0.0000317798,0.00003113724,5.234372e-7,0.0001811158,0.9173404,0.0001390647,0.0001190295,0.0001823623,0.0001323149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296236,0.0000204805,0.1607086,0.0007304644,0.001234909,0.001020702,0.001324218,0.0004187071,0.004918235],"genre_scores_gemma":[0.9948642,0.0000139509,0.003562171,0.0001525244,0.00006437851,0.000007422186,0.001176071,0.00003823909,0.0001210404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652406,"threshold_uncertainty_score":0.5249612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294732053162042,"score_gpt":0.2650976534074176,"score_spread":0.2321503328757972,"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."}}