{"id":"W7098012810","doi":"","title":"STEPHEN GUZIK VENTING OPTIMIZATION OF A PULSE DETONATION ENGINE","year":2003,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Detonation; Pulse (music); Work (physics); Deflagration to detonation transition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002894152,0.0005091912,0.0007067982,0.0003374302,0.0004335674,0.0007404714,0.0003018636,0.0007522029,0.003342421],"category_scores_gemma":[0.0006695645,0.0004233608,0.0003519519,0.000187218,0.0003208628,0.0004475683,0.0005760858,0.0005303283,0.0004150186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917097,"about_ca_system_score_gemma":0.0007593836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702398,"about_ca_topic_score_gemma":0.005420708,"domain_scores_codex":[0.9999191,0.00001590223,0.000003276932,0.00001046681,0.00002929624,0.00002207214],"domain_scores_gemma":[0.9998537,0.00007016597,0.00001198861,0.000004708373,0.0000445888,0.00001476591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001688562,0.00003499991,0.0004257442,0.00005842635,0.00001219076,0.00008354898,0.00001626767,0.9786274,0.009362193,0.001367296,0.0005244677,0.009318741],"study_design_scores_gemma":[0.00002043981,0.0001255989,0.0003386301,0.000004271599,0.000007476869,0.00001090092,0.00001777313,0.9956068,0.002860612,0.0004259603,0.0005735977,0.000007926469],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6499022,0.002491803,0.2867989,0.001214732,0.000305492,0.0002364615,0.0003006531,0.0006797201,0.05807004],"genre_scores_gemma":[0.9777972,0.0003767617,0.009925252,0.00005901695,0.00001295104,0.00003686184,0.00006770031,0.00006194143,0.0116624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00702398,"threshold_uncertainty_score":0.0139662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007281761430724555,"score_gpt":0.214298834042422,"score_spread":0.2070170726116974,"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."}}