{"id":"W4405387751","doi":"10.1016/j.oceaneng.2024.120024","title":"Propeller cavitation on small craft: Underwater noise measurements and visualisation from full-scale trials","year":2024,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"Bentham-Moxon Trust","keywords":"Propeller; Cavitation; Marine engineering; Underwater; Acoustics; Craft; Noise (video); Scale (ratio); Full scale; Visualization; Environmental science; Engineering; Geology; Computer science; Physics; Oceanography; Geography; Electrical engineering; Mechanical engineering; Cartography; Art; Artificial intelligence; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004145814,0.0004956628,0.0005155627,0.001447135,0.0004369719,0.000459635,0.000387852,0.0004782236,0.003833895],"category_scores_gemma":[0.0009594946,0.0001962908,0.0003225832,0.0008629205,0.0006482355,0.0003650951,0.0006887745,0.0005804927,0.0006497614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466955,"about_ca_system_score_gemma":0.0001725155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022112,"about_ca_topic_score_gemma":0.004818534,"domain_scores_codex":[0.9996071,0.00002660725,0.0000158649,0.0000545322,0.0002383243,0.00005757705],"domain_scores_gemma":[0.9992199,0.0002396811,0.00009470009,0.00007019669,0.0002584034,0.0001170979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001308985,0.0004557558,0.04080721,0.0007750127,0.00007584203,0.003693864,0.003196321,0.006693155,0.847313,0.0002240951,0.002037935,0.09341879],"study_design_scores_gemma":[0.00009130047,0.003449706,0.8018682,0.0001978478,0.0001319599,0.002565784,0.003865233,0.02975417,0.1500054,0.0004112304,0.007464011,0.000195251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886763,0.0001728206,0.007192584,0.00004447507,0.00003226297,0.00009330739,0.0005794754,0.0001966243,0.003012189],"genre_scores_gemma":[0.9894044,0.0002196496,0.005851595,0.00003257548,0.0000240528,0.00009848272,0.0007951398,0.0001048323,0.003469225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003833895,"threshold_uncertainty_score":0.01282567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05415766019469746,"score_gpt":0.2551762050021942,"score_spread":0.2010185448074967,"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."}}