{"id":"W2329205951","doi":"10.1115/fedsm2005-77084","title":"Comparison of Computational Results Obtained From a VOF Cavitation Model With Experimental Investigations of Three Inducers: Part I — Experimental Investigations; Part II — Numerical Analysis","year":2005,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ansys (Canada)","funders":"","keywords":"Cavitation; Volume of fluid method; Mechanics; Discretization; Computational fluid dynamics; Inducer; Shroud; Computer simulation; Flow (mathematics); Materials science; Mechanical engineering; Physics; Engineering; Chemistry; Mathematics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001404053,0.0002876359,0.0005523062,0.0003836447,0.000137487,0.00003017165,0.0001905316,0.0001043019,0.000168923],"category_scores_gemma":[0.0000539231,0.0002949525,0.0001307098,0.001112821,0.0002635986,0.0004953668,0.00005461943,0.000161357,0.00000961264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554131,"about_ca_system_score_gemma":0.0001199906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673014,"about_ca_topic_score_gemma":0.000169434,"domain_scores_codex":[0.9975296,0.00005578597,0.001180158,0.0003685841,0.0006350744,0.00023083],"domain_scores_gemma":[0.9986992,0.0002146284,0.0003287641,0.0003466783,0.0002124256,0.0001982792],"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":[0.00005831193,0.0004137824,0.00417329,0.000008828467,0.0005216087,2.128781e-7,0.009096268,0.9646104,0.01691647,0.002650839,0.001474411,0.00007556783],"study_design_scores_gemma":[0.001342967,0.0001660461,0.002458281,0.00002970101,0.0002023702,4.850686e-7,0.002429224,0.8732142,0.1189476,0.0008464908,0.00007242423,0.0002902802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501699,0.000165592,0.04708517,0.0002526774,0.00006260319,0.0003496413,0.000366566,0.0001794236,0.001368475],"genre_scores_gemma":[0.8659736,7.022165e-7,0.1322407,0.00006363381,0.00005879248,0.00009954301,0.001487,0.00003410471,0.00004188932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020311,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131812159857222,"score_gpt":0.296016802901933,"score_spread":0.2446986813033608,"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."}}