{"id":"W4311082324","doi":"10.1063/5.0125829","title":"A study of pulsating behavior and stability parameter for one-dimensional non-ideal detonations","year":2022,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Exothermic reaction; Detonation; Physics; Inviscid flow; Ideal gas; Ideal (ethics); Mechanics; Thermodynamics; Stability (learning theory); Euler equations; Classical mechanics; Explosive material; 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":[0.0001249893,0.00006047033,0.0001286371,0.00003938507,0.00007893027,0.000005422021,0.00005590148,0.00001023995,0.00003569403],"category_scores_gemma":[0.00003620899,0.00007124572,0.00003104068,0.0001408085,0.00001962936,0.00007379785,0.00005357401,0.00006107258,1.61871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000226471,"about_ca_system_score_gemma":0.00002168354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001271797,"about_ca_topic_score_gemma":0.000005998897,"domain_scores_codex":[0.999418,0.00001314705,0.00020948,0.00009758645,0.000194043,0.00006780097],"domain_scores_gemma":[0.9995276,0.0001866768,0.00003601063,0.00009919941,0.0001291021,0.0000214302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002676455,0.0129318,0.1399382,0.001667995,0.0005876085,0.000002499163,0.02937748,0.2239343,0.4704253,0.01282533,0.0007329743,0.1073088],"study_design_scores_gemma":[0.00761955,0.002545854,0.1833248,0.00004773528,0.0005543118,0.000006416091,0.009369671,0.5409316,0.2319285,0.02234458,0.0002948208,0.001032186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955311,0.00003235372,0.003868789,0.00001177922,0.00005912833,0.000341555,0.00007165543,0.00002772053,0.00005589207],"genre_scores_gemma":[0.9978099,7.975268e-7,0.001904038,0.00000768777,0.0000119908,0.0002338084,0.00001666458,0.00001059407,0.000004461429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3169973,"threshold_uncertainty_score":0.2905316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397846624939316,"score_gpt":0.279435046643025,"score_spread":0.2396503841490935,"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."}}