{"id":"W1975955844","doi":"10.1115/ajtec2011-44203","title":"Development of Diesel Engine Emissions Control Models Based on Heat Release Rate Analysis of Combustion Processes","year":2011,"lang":"en","type":"article","venue":"ASME/JSME 2011 8th Thermal Engineering Joint Conference","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Max-Planck-Gesellschaft","keywords":"NOx; Soot; Combustion; Diesel engine; Diesel fuel; Environmental science; Exhaust gas recirculation; Controller (irrigation); Automotive engineering; Waste management; Chemistry; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001382502,0.0003532866,0.000755573,0.0004652627,0.00009032959,0.00003872704,0.0006553436,0.0001090362,0.001381664],"category_scores_gemma":[0.0005343796,0.0003031734,0.0001067193,0.0006438429,0.0001742566,0.000363604,0.0001163198,0.0001367405,0.00002972942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008130673,"about_ca_system_score_gemma":0.0006645111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120209,"about_ca_topic_score_gemma":0.00001129654,"domain_scores_codex":[0.9974556,0.00006635496,0.0008872892,0.0005195409,0.0006140006,0.0004572239],"domain_scores_gemma":[0.9979056,0.0001757306,0.0003392605,0.000647766,0.0007395827,0.0001921082],"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":[0.000111998,0.0001514189,0.00002853532,0.0002693536,0.00006640419,0.000002387588,0.0007625113,0.4069489,0.5910426,0.0003199753,0.000003316839,0.000292535],"study_design_scores_gemma":[0.0003563888,0.00005562242,0.001683211,0.0001914968,0.000200336,7.629122e-7,0.00003311306,0.4888564,0.5083546,0.00004796413,0.000004556255,0.000215531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7299002,0.00006238727,0.2687768,0.00002568862,0.0002238083,0.0003297891,0.00009709183,0.000115631,0.000468576],"genre_scores_gemma":[0.9826328,0.000009512441,0.01715123,0.0000294633,0.00001555006,0.00009118798,0.00002416797,0.00002708004,0.00001900154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2527325,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118623734922097,"score_gpt":0.2212389493118399,"score_spread":0.1800527119626189,"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."}}