{"id":"W7010306372","doi":"","title":"Hydrodynamic study of podded propulsors with systematically varied geometry","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Propulsor; Propeller; Thrust; Torque; Dynamometer; Geometric shape; Measure (data warehouse)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001261104,0.0001233105,0.0002381239,0.0001436451,0.00002249735,0.00001785157,0.0001236301,0.00003321228,0.00008709745],"category_scores_gemma":[0.00001559597,0.0001029068,0.00002152559,0.0003544761,0.0000243122,0.00006739537,0.00001595138,0.00008459677,0.00002275988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006117991,"about_ca_system_score_gemma":0.00001067245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002109576,"about_ca_topic_score_gemma":0.00003417771,"domain_scores_codex":[0.999048,0.00002621066,0.0003397549,0.0001309539,0.0002924187,0.0001626673],"domain_scores_gemma":[0.9995147,0.00005380506,0.00005323967,0.0002864055,0.00005745014,0.00003437686],"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":[0.0002087491,0.003914948,0.02551652,0.007193631,0.001160112,0.000124739,0.008097112,0.6415797,0.2776701,0.03011271,0.002623869,0.001797893],"study_design_scores_gemma":[0.01311499,0.003617334,0.1861978,0.0009012222,0.0008121964,0.0001054349,0.0099739,0.7430897,0.008883519,0.03038126,0.0002351446,0.002687488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724042,0.000009988072,0.00255213,0.00001022367,0.00006891069,0.000570018,0.000006278544,0.0001940106,0.02418423],"genre_scores_gemma":[0.9964066,1.98684e-7,0.003250817,0.000003372835,0.00002581024,0.00006650082,0.000007167554,0.0000362553,0.000203268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2687865,"threshold_uncertainty_score":0.4196416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004022556324223964,"score_gpt":0.1817748354451935,"score_spread":0.1777522791209696,"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."}}