{"id":"W4386250524","doi":"10.24908/iqurcp16713","title":"Transition from Fast-Flame to Detonation","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Detonation; Deflagration to detonation transition; Mechanics; Schlieren; Materials science; Supersonic speed; Shock wave; Combustion; Schlieren photography; Shock (circulatory); Ignition system; Flame speed; Diffusion flame; Optics; Chemistry; Combustor; Explosive material; Thermodynamics; Physics; Flow (mathematics); Flow visualization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001003095,0.0002337771,0.0002234142,0.000185147,0.0002665058,0.0004616217,0.0002933605,0.0002411914,0.002198461],"category_scores_gemma":[0.0002676058,0.0002139859,0.0001748172,0.0001288929,0.0003289795,0.0003824352,0.0005156251,0.0004933134,0.0002743239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297756,"about_ca_system_score_gemma":0.0002712914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259184,"about_ca_topic_score_gemma":0.0007631417,"domain_scores_codex":[0.9998531,0.000005382002,0.000005063363,0.00003451131,0.00006414137,0.00003781899],"domain_scores_gemma":[0.9998378,0.0000347319,0.00003601822,0.00001421426,0.00004281694,0.00003442925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004030547,0.00006796094,0.002683866,0.00009670093,0.000007059488,0.000393424,0.0001880098,0.001477008,0.9845259,0.001320428,0.000188606,0.008647898],"study_design_scores_gemma":[0.00002882665,0.0004593966,0.01786511,0.00001332607,0.000007000414,0.0002288675,0.0001446794,0.008433493,0.9699341,0.0004658841,0.002396175,0.00002311912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939253,0.0002497055,0.003402365,0.00002760712,0.00001613725,0.00002545279,0.0001202664,0.0001446227,0.002088531],"genre_scores_gemma":[0.996077,0.0001512355,0.001976725,0.00003237997,0.000003501201,0.00001492105,0.0001085966,0.0000167004,0.001618885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002198461,"threshold_uncertainty_score":0.007354558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08615426289392973,"score_gpt":0.3483464724975545,"score_spread":0.2621922096036247,"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."}}