{"id":"W2552871486","doi":"10.1139/tcsme-2013-0015","title":"NUMERICAL AND EXPERIMENTAL INVESTIGATIONS OF EGR DISTRIBUTION IN A DI TURBOCHARGED DIESEL ENGINE","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbocharger; Exhaust manifold; Diesel engine; Exhaust gas recirculation; Automotive engineering; Inlet manifold; Mechanics; Computer simulation; Environmental science; Turbulence; Diesel fuel; Engineering; Physics; Mechanical engineering; Internal combustion engine; Gas compressor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006662884,0.0001402741,0.0002136293,0.00005431873,0.00006911172,0.000006587537,0.000184102,0.000151376,0.00002048035],"category_scores_gemma":[0.0001446196,0.0001317953,0.0002060293,0.0003815694,0.00006724724,0.0001243922,0.00001112708,0.0002828819,4.459417e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930983,"about_ca_system_score_gemma":0.00004565049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996615,"about_ca_topic_score_gemma":0.0002963612,"domain_scores_codex":[0.9991932,0.00000441271,0.0002847381,0.0001491053,0.000105016,0.0002635604],"domain_scores_gemma":[0.9994701,0.0001077923,0.00004286549,0.0001990645,0.00004943884,0.0001307512],"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":[0.000003614404,0.00004288679,0.00002074776,0.0001431089,0.00007600251,1.144394e-7,0.000243115,0.8058012,0.1793609,0.01353123,0.00004506296,0.0007320473],"study_design_scores_gemma":[0.0003614007,0.0000275047,0.0001396302,0.0000602824,0.00001859181,0.000002322311,0.0001673975,0.7357138,0.2628205,0.0004364424,0.000118359,0.0001337784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1415494,0.0001697497,0.8566,0.0007820511,0.0001212624,0.0005101521,0.00012856,0.0001318596,0.000007010699],"genre_scores_gemma":[0.9822618,0.00000643671,0.01746791,0.00001354072,0.000009767622,0.0001871972,0.00001174371,0.00002256409,0.00001908488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8407124,"threshold_uncertainty_score":0.5374458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009568765626034708,"score_gpt":0.207771991327222,"score_spread":0.1982032257011873,"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."}}