{"id":"W2024133014","doi":"10.1007/s00193-010-0263-1","title":"Experimental and numerical analysis of the structure of pseudo-shock systems in laval nozzles with parallel side walls","year":2010,"lang":"en","type":"article","venue":"Shock Waves","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Nozzle; Mechanics; Schlieren; Position (finance); Physics; Materials science; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002927086,0.0001028089,0.0002368941,0.00008984264,0.0000178998,0.00001318753,0.0001018677,0.00004855826,0.000005442585],"category_scores_gemma":[0.00000605138,0.00006983286,0.00005012912,0.0002835821,0.000049546,0.00003591,0.0000365848,0.0001205168,9.101695e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001548394,"about_ca_system_score_gemma":0.00001453353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164614,"about_ca_topic_score_gemma":0.0004611739,"domain_scores_codex":[0.9994293,0.00001343035,0.0002010253,0.000108117,0.0001496879,0.00009837828],"domain_scores_gemma":[0.9997124,0.00005376402,0.0000385682,0.0001425488,0.00002456618,0.00002816471],"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":[0.000009736882,0.00001788777,0.02478757,0.00002643547,0.0001665581,9.921318e-7,0.0003101023,0.7111077,0.260259,0.003261812,0.000003274664,0.0000489505],"study_design_scores_gemma":[0.0001513951,0.00001681274,0.1609045,0.0000136912,0.0000491656,0.000004613136,0.0001596764,0.8359808,0.002566619,0.00007096729,0.000003698332,0.00007798232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981017,0.0001622965,0.001401136,0.00001373827,0.00009986189,0.00008686377,0.00006068647,0.00001165988,0.00006207873],"genre_scores_gemma":[0.9987938,0.000004348105,0.001145638,0.000003303759,0.00001477848,0.000001333476,0.00001376988,0.00001171141,0.00001126847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576924,"threshold_uncertainty_score":0.2847701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003328182964583231,"score_gpt":0.2028019340106152,"score_spread":0.199473751046032,"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."}}