{"id":"W2384733662","doi":"","title":"Experimental Study for the Two-phase Flow in Converging-diverging Nozzles","year":2002,"lang":"en","type":"article","venue":"","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Nozzle; Mechanics; Flow (mathematics); Throat; Materials science; Fraction (chemistry); Mechanical engineering; Engineering; Physics; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001467225,0.000107446,0.0001213623,0.00007356778,0.00007370962,0.00003841488,0.0001201176,0.00001406143,0.0008540449],"category_scores_gemma":[0.000007744571,0.00007747401,0.00006666723,0.0001421135,0.00001125482,0.00008734859,0.0000153617,0.0000543175,0.00003753466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000424175,"about_ca_system_score_gemma":0.000001165632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003552417,"about_ca_topic_score_gemma":0.0001040349,"domain_scores_codex":[0.9994126,0.00001132256,0.0001472723,0.0001139227,0.0001358126,0.0001791005],"domain_scores_gemma":[0.9997627,0.00005047854,0.000008850021,0.0001393351,0.00001201766,0.00002668489],"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":[0.00006933235,0.005684085,0.02890344,0.0000901625,0.001632455,0.00007000197,0.03150006,0.7117934,0.1080753,0.0004692945,0.02795707,0.0837554],"study_design_scores_gemma":[0.002665462,0.000060469,0.000095545,0.000005163788,0.00003252366,3.067076e-7,0.003529232,0.9788527,0.01390934,0.000002701871,0.0007206817,0.0001258482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824449,0.001579378,0.01116967,0.00009859834,0.0003127317,0.0005536794,0.000003351136,0.0002192349,0.003618443],"genre_scores_gemma":[0.9991708,0.000008615039,0.0002487949,0.00003143006,0.0000716529,0.00007449136,0.000001566738,0.00001543292,0.0003772178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2670593,"threshold_uncertainty_score":0.9351192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053594752185762,"score_gpt":0.2720381761950795,"score_spread":0.2315022286732219,"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."}}