{"id":"W2059247670","doi":"10.1080/13647830.2010.535566","title":"Applying nonlinear dynamic theory to one-dimensional pulsating detonations","year":2011,"lang":"en","type":"article","venue":"Combustion Theory and Modelling","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Correlation dimension; Attractor; Dimension (graph theory); Detonation; Nonlinear system; Cascade; Statistical physics; Correlation integral; CHAOS (operating system); Chaos theory; Physics; Mathematics; Classical mechanics; Mathematical analysis; Chaotic; Correlation; Computer science; Fractal dimension; Explosive material; Geometry; Pure mathematics; Quantum mechanics; Fractal","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":[0.0001374242,0.0003238703,0.0003159687,0.0004212439,0.0003063722,0.0005247419,0.000270685,0.0002618264,0.0006097162],"category_scores_gemma":[0.0006236388,0.0001403617,0.0003402489,0.0003006766,0.0009587685,0.000352746,0.0007204397,0.0005251847,0.00007464124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962495,"about_ca_system_score_gemma":0.0003099242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154393,"about_ca_topic_score_gemma":0.0007696358,"domain_scores_codex":[0.9999206,0.00002716333,0.000003917834,0.00001107215,0.00002745052,0.000009820715],"domain_scores_gemma":[0.9998786,0.00006834333,0.00001897455,0.00001201777,0.00001529381,0.000006714771],"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":[0.00003112849,0.00003254307,0.0007402405,0.0001037206,0.00001931356,0.0003399543,0.0002082946,0.6045469,0.02253211,0.3591512,0.0001907819,0.01210388],"study_design_scores_gemma":[0.000004587027,0.00001449821,0.0003554332,0.000007618801,0.000002829561,0.00006138076,0.00002137267,0.9484599,0.001936342,0.04826676,0.0008558708,0.00001339494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4230408,0.001119179,0.5455743,0.0003681562,0.0001546478,0.0000696455,0.00008050032,0.0001503009,0.02944247],"genre_scores_gemma":[0.9678041,0.0008202397,0.02794251,0.00003576087,0.00003380915,0.00003902898,0.00003371754,0.00002052544,0.003270146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00154393,"threshold_uncertainty_score":0.003600597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126367053499501,"score_gpt":0.2352612931751734,"score_spread":0.2039976226401784,"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."}}