{"id":"W2934627794","doi":"10.11159/csp19.107","title":"Effects of Combustion Regimes on Localized Forced Ignition of Turbulent Stratified Mixture","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Momentum, Heat and Mass Transfer","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Compute Canada","keywords":"Turbulence; Ignition system; Combustion; Stratified flow; Mechanics; Stratified flows; Environmental science; Materials science; Thermodynamics; Physics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008889318,0.0001797836,0.0003198438,0.0001563507,0.00002635824,0.00001430149,0.0001276268,0.00007537999,0.00002164295],"category_scores_gemma":[0.000006547989,0.0001377073,0.0001045939,0.0001954079,0.0000653235,0.00007758445,0.000009286979,0.0001730595,9.060982e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002847931,"about_ca_system_score_gemma":0.000005634198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002538947,"about_ca_topic_score_gemma":0.000002201717,"domain_scores_codex":[0.999159,0.00000834306,0.0002839551,0.0001546421,0.0002495816,0.0001445072],"domain_scores_gemma":[0.9996571,0.00007223031,0.00003543267,0.00009104583,0.000101156,0.00004305258],"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":[0.001116481,0.0002170995,0.0009589627,0.006119924,0.0002352402,6.272205e-7,0.0004600369,0.006795311,0.929863,0.05201276,0.0009124082,0.001308128],"study_design_scores_gemma":[0.002467817,0.000296974,0.000857722,0.001365018,0.0001082254,9.398838e-7,0.00009448694,0.02172255,0.9718288,0.0007818767,0.0002940672,0.0001815867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962214,0.0001027523,0.0001494215,0.0002787866,0.0003853117,0.0007243798,0.00001143743,0.00004838418,0.002078126],"genre_scores_gemma":[0.9986441,0.0001588952,0.00003248799,0.00003466816,0.00001231539,0.00002209021,0.000005249825,0.00002134541,0.001068922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05123089,"threshold_uncertainty_score":0.561554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00414661673292873,"score_gpt":0.1891961124490971,"score_spread":0.1850494957161684,"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."}}