{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003552178,0.000687999,0.0003874693,0.002255225,0.0001302991,0.0005904765,0.0002854396,0.0004910465,0.001155604],"category_scores_gemma":[0.001536115,0.0001373423,0.0003164553,0.0007796373,0.0001713239,0.000334998,0.0003341801,0.0002054272,0.0003254758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891609,"about_ca_system_score_gemma":0.0002312609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915474,"about_ca_topic_score_gemma":0.004774755,"domain_scores_codex":[0.9995918,0.00005069782,0.0000254176,0.00007673913,0.0002024579,0.00005297199],"domain_scores_gemma":[0.9991441,0.0003266925,0.0001740993,0.00004311763,0.0002568627,0.0000550556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001131955,0.0003835398,0.3270454,0.0007623335,0.0001901311,0.001030186,0.0006195928,0.03458075,0.2636502,0.0002920445,0.001202416,0.3691115],"study_design_scores_gemma":[0.00002634839,0.000867494,0.7043467,0.0000898743,0.0001471079,0.000576637,0.0008115372,0.2239321,0.06724059,0.0002112404,0.001670331,0.00008010336],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688337,0.0002672939,0.02737761,0.00003138436,0.00003169679,0.00007008632,0.0004194679,0.0002920848,0.002676688],"genre_scores_gemma":[0.9867372,0.0002845869,0.01113132,0.00001419879,0.00001651702,0.00002496392,0.0005876212,0.00002756182,0.001176088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003915474,"threshold_uncertainty_score":0.00778538,"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."}}