{"id":"W2057587585","doi":"10.1016/j.pecs.2007.11.002","title":"Flame acceleration and transition to detonation in ducts","year":2008,"lang":"en","type":"article","venue":"Progress in Energy and Combustion Science","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":742,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Detonation; Combustion; Acceleration; Scope (computer science); Turbulence; Homogeneous; Deflagration to detonation transition; Deflagration; Mechanics; Gas phase; Mechanical engineering; Chemistry; Aerospace engineering; Engineering; Thermodynamics; Physics; Classical mechanics; Computer science; Physical chemistry; Organic chemistry","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":[0.00009405715,0.0002293496,0.0003255358,0.0004005414,0.0007151527,0.0007282957,0.0003289918,0.0003847202,0.003991514],"category_scores_gemma":[0.0005313255,0.0002300487,0.0001987936,0.0002172437,0.0008329072,0.0006585647,0.0008798925,0.0008380532,0.0004779664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986153,"about_ca_system_score_gemma":0.0003116769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388451,"about_ca_topic_score_gemma":0.0007494593,"domain_scores_codex":[0.9999206,0.000008203871,0.000001863231,0.0000121705,0.0000156299,0.00004146],"domain_scores_gemma":[0.9998713,0.00004689837,0.00001878102,0.00001051405,0.00001429807,0.00003817399],"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":[0.005868492,0.0005612441,0.01387907,0.0002859906,0.00002904742,0.001986302,0.002444447,0.1123809,0.4634899,0.3515005,0.001543506,0.04603044],"study_design_scores_gemma":[0.0002715555,0.001092568,0.05210838,0.00004835604,0.00002998794,0.001484728,0.001552332,0.3969461,0.4216414,0.1134959,0.01117812,0.0001504771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835349,0.0003877216,0.005192551,0.0001180756,0.00002526023,0.000007152901,0.0000267231,0.0001197698,0.01058789],"genre_scores_gemma":[0.9953199,0.0001276894,0.0002807823,0.000007000555,0.000006607739,0.000002499555,0.00001817777,0.000016333,0.004220856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003991514,"threshold_uncertainty_score":0.01335293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431957924044436,"score_gpt":0.239758639673801,"score_spread":0.2254390604333566,"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."}}