{"id":"W4293702515","doi":"10.4271/2022-01-1049","title":"Experimental and Simulation Analysis of Spray and Combustion Characteristics in a Swirl-Chamber Diesel Engine","year":2022,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"M.A. Turbo Engine (Canada)","funders":"","keywords":"Combustion chamber; Spray characteristics; Diesel engine; Combustion; Automotive engineering; Diesel fuel; Materials science; Homogeneous charge compression ignition; Mechanics; Environmental science; Nuclear engineering; Mechanical engineering; Spray nozzle; Engineering; Physics; Chemistry; Nozzle","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000370246,0.0004986703,0.0009985295,0.0006990317,0.0001872218,0.00002461366,0.000317769,0.0003542613,0.0002642583],"category_scores_gemma":[0.0008759043,0.0005086627,0.0001928151,0.001647974,0.0005406272,0.0002857235,0.000746352,0.001108353,0.000002170168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453431,"about_ca_system_score_gemma":0.00001843744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001758898,"about_ca_topic_score_gemma":0.0009653652,"domain_scores_codex":[0.9971079,0.00007591973,0.000954253,0.0007856238,0.0005805714,0.0004957596],"domain_scores_gemma":[0.9981958,0.0006514754,0.0002442625,0.0007112603,0.00005729201,0.0001398919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002330531,0.0002962588,0.0008384543,0.00003961392,0.0001061988,0.00002646979,0.00006290227,0.04984068,0.94113,0.00562428,0.00001977738,0.001782338],"study_design_scores_gemma":[0.0007939951,0.0006984334,0.9936053,0.00007999461,0.0002387606,0.00003186752,0.0004167821,0.0004266486,0.001316503,0.0003364427,0.001443827,0.0006114063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962903,0.0004446985,0.00006554447,0.0005225456,0.0000713058,0.0004876701,0.0001048276,0.001296735,0.0007164],"genre_scores_gemma":[0.996541,0.0001090522,0.002671449,0.0001538745,0.00002268206,0.000268641,0.00008924962,0.00007088939,0.00007311878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9927669,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111900757952834,"score_gpt":0.2582122982729138,"score_spread":0.2470222224776304,"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."}}