{"id":"W2073700258","doi":"10.1063/1.3520188","title":"Characteristics analysis of the one-dimensional pulsating dynamics of chain-branching detonations","year":2010,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Physics; Instability; Oscillation (cell signaling); Shock wave; Mechanics; Nonlinear system; Branching (polymer chemistry); Classical mechanics; Phenomenological model","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001118469,0.0002058959,0.0002212609,0.0002828489,0.0001898979,0.0003313137,0.0002924842,0.0002834409,0.0009984933],"category_scores_gemma":[0.0006096555,0.0001332113,0.0002294091,0.0002090463,0.0003877374,0.000327893,0.0002623836,0.0002985946,0.00007480071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032832,"about_ca_system_score_gemma":0.0002557805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002139542,"about_ca_topic_score_gemma":0.0006051556,"domain_scores_codex":[0.9999682,0.000004761481,0.00000168811,0.000006084007,0.00001236551,0.000006922722],"domain_scores_gemma":[0.9998388,0.00006381184,0.00003654864,0.00001363032,0.00002660175,0.0000205652],"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":[0.00009797968,0.00003489268,0.005632897,0.00005097746,0.00001796498,0.0002939428,0.0002667645,0.9309216,0.0413031,0.01502596,0.0000955287,0.006258437],"study_design_scores_gemma":[0.000003214643,0.00001342473,0.0008209193,0.000001443467,0.000002022804,0.00002076461,0.000009394382,0.9964897,0.001722516,0.0008282097,0.00008379399,0.00000454788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554262,0.00007146685,0.04174548,0.00003560764,0.000005070724,0.00001670124,0.00004613719,0.00006354672,0.002589595],"genre_scores_gemma":[0.9975956,0.00003330204,0.001828341,0.000003291332,9.422695e-7,0.00000678924,0.00002639639,0.000006281739,0.0004989969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002139542,"threshold_uncertainty_score":0.004254222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008778550661518008,"score_gpt":0.2248260684270827,"score_spread":0.2160475177655647,"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."}}