{"id":"W2529511581","doi":"10.1017/jfm.2017.145","title":"Influence of turbulent fluctuations on detonation propagation","year":2017,"lang":"en","type":"preprint","venue":"Journal of Fluid Mechanics","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Turbulence; Laminar flow; Mechanics; Large eddy simulation; Physics; Shock wave; Turbulence kinetic energy; Instability; Enstrophy; Detonation; Shock (circulatory); Direct numerical simulation; Classical mechanics; Chemistry; Vortex; Vorticity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004293033,0.0001751246,0.0003016581,0.0003963112,0.00006240767,0.00006043565,0.0003627504,0.0002015809,0.00002573227],"category_scores_gemma":[0.0005745493,0.0001671662,0.0001326608,0.00008543675,0.00001224082,0.0002322809,0.00005690717,0.0004826849,0.000008535982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782346,"about_ca_system_score_gemma":0.0002447182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001320005,"about_ca_topic_score_gemma":0.000002042073,"domain_scores_codex":[0.9984611,0.00002566504,0.0007208897,0.0001101382,0.0005834406,0.00009875316],"domain_scores_gemma":[0.9974663,0.00005912333,0.0007914081,0.0003045507,0.001309813,0.00006880279],"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":[0.00001986448,0.00004369668,0.000001962357,0.0002993521,0.00005658045,0.000003819688,0.00018587,0.9736555,0.01591468,0.005320214,0.0005666846,0.003931777],"study_design_scores_gemma":[0.0007740126,0.0002707315,0.0009920853,0.001736133,0.0001883221,0.0000779293,0.00005145129,0.7326227,0.2164007,0.0434876,0.002967022,0.0004312496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8037951,0.0008963442,0.1920338,0.0006187051,0.001595084,0.0003704928,0.00002555794,0.00009396351,0.00057099],"genre_scores_gemma":[0.9974293,0.001071127,0.001229026,0.0000396408,0.000139849,0.000007745905,0.00001271016,0.0000247878,0.00004578147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410327,"threshold_uncertainty_score":0.6816841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757167665536562,"score_gpt":0.2584828407602311,"score_spread":0.2409111641048655,"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."}}