{"id":"W2224423356","doi":"10.4271/2006-01-0465","title":"Empirical and Theoretical Investigations of Active-flow Control on Diesel Engine After-treatment","year":2006,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Ford Motor Company","keywords":"Automotive engineering; Diesel fuel; Diesel engine; Flow (mathematics); Control (management); Computer science; Environmental science; Engineering; Mechanics; Artificial intelligence; Physics","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":[0.0001908045,0.0006335989,0.0007994411,0.0002075141,0.00014455,0.00004943575,0.0002803777,0.000564198,0.000291752],"category_scores_gemma":[0.0002846977,0.0005245598,0.0002998365,0.0004307551,0.001572026,0.0001696861,0.00009773354,0.0007239549,0.0000326908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181029,"about_ca_system_score_gemma":0.00004347982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001345002,"about_ca_topic_score_gemma":0.009091076,"domain_scores_codex":[0.9974343,0.00009718131,0.0007683072,0.000622934,0.0004901101,0.0005872027],"domain_scores_gemma":[0.998073,0.0007020423,0.00007976884,0.0007633374,0.00007145608,0.0003104372],"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":[0.0009349484,0.001085222,0.001660575,0.0001057981,0.0001619685,0.00007094886,0.00006942242,0.004225755,0.8412923,0.1354453,0.001398882,0.01354893],"study_design_scores_gemma":[0.001348081,0.001311588,0.9812493,0.0001336864,0.000119893,0.00003466292,0.00003418109,0.00004857299,0.0001685847,0.007448266,0.007575414,0.0005277697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708785,0.0003242802,0.00003101074,0.003480777,0.0001737942,0.000926872,0.0003236092,0.002085629,0.02177549],"genre_scores_gemma":[0.9961096,0.0002445076,0.002402971,0.0005445438,0.0001096838,0.0003205788,0.00006317086,0.00009817392,0.0001067353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9795887,"threshold_uncertainty_score":0.9997206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006442053740848341,"score_gpt":0.2218178687156234,"score_spread":0.2153758149747751,"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."}}