{"id":"W2378609743","doi":"","title":"Numerical Simulation on the Flowfield of Supersonic Combustion and Atomization in Spary Bube","year":2011,"lang":"en","type":"article","venue":"Science Technology and Engineering","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supersonic speed; Nozzle; Combustion; Computer simulation; Mechanics; Airflow; Materials science; Flow (mathematics); Mixing (physics); Aerospace engineering; Nuclear engineering; Engineering; Mechanical engineering; Physics; Chemistry","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":[0.0002431949,0.00004826242,0.00006780136,0.0004749391,0.00004364038,0.000005911955,0.0000818568,0.00006637981,0.00000620425],"category_scores_gemma":[0.00007925252,0.00003545171,0.000005032862,0.0008555804,0.00009301762,0.00009128542,0.00002138491,0.0001333473,0.000001219483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265085,"about_ca_system_score_gemma":0.000005111619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000545612,"about_ca_topic_score_gemma":6.400311e-7,"domain_scores_codex":[0.9996297,0.000004308436,0.00008733841,0.00008457825,0.00007691453,0.0001170988],"domain_scores_gemma":[0.9998355,0.00004262684,0.000007003579,0.00008255312,0.00001488698,0.00001746421],"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":[0.00004764677,0.00004604157,0.06764469,0.0003356238,0.00002231618,0.000009770394,0.005468287,0.6292118,0.1355134,0.03631878,0.00001871,0.1253629],"study_design_scores_gemma":[0.00009789361,0.00004287637,0.01349248,0.0000543709,0.000001172682,0.000004259519,0.0002015085,0.927641,0.05808366,0.0002743302,0.00004169458,0.00006476602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942135,0.0001203502,0.005071706,0.00008136623,0.00005499354,0.00007710145,1.901182e-7,0.00007003044,0.0003107447],"genre_scores_gemma":[0.9997235,0.00003262205,0.0002234821,0.000002303222,0.000004182282,0.000006218178,1.307258e-7,0.000003751543,0.000003794797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2984292,"threshold_uncertainty_score":0.1445679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522932991117582,"score_gpt":0.2351990485302526,"score_spread":0.2099697186190768,"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."}}