{"id":"W3022224714","doi":"10.4271/06-13-01-0006","title":"Effects of Exhaust Positioning and Vehicle Operating Conditions on Rear Fascia Temperature","year":2020,"lang":"en","type":"article","venue":"SAE International Journal of Passenger Cars - Mechanical Systems","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Automotive engineering; Fascia; Environmental science; Aeronautics; Materials science; Medicine; Engineering; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.000215259,0.0001255495,0.0002726502,0.0001068718,0.00005091213,0.0001201509,0.0002365663,0.0001073451,0.000007513951],"category_scores_gemma":[0.000136072,0.0001120985,0.00009777826,0.0001167633,0.00002705234,0.0001460035,0.00005042089,0.0004461661,0.000003380222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009082357,"about_ca_system_score_gemma":0.00002853644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001053477,"about_ca_topic_score_gemma":0.000004500048,"domain_scores_codex":[0.9986124,0.00007745809,0.0004723043,0.0001247161,0.0005686901,0.000144416],"domain_scores_gemma":[0.9991606,0.0002037356,0.0001102743,0.00006486772,0.0002899128,0.000170612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001919334,0.00002677187,0.0001028994,0.0001031858,0.0002380138,0.0001250879,0.0001563449,0.02170101,0.9687964,0.008302434,0.0002988074,0.0001298076],"study_design_scores_gemma":[0.002538556,0.0009122724,0.01286447,0.001742637,0.00009818084,0.0003240863,0.000678721,0.9443007,0.03563991,0.0002294628,0.0002672023,0.0004038123],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961399,0.0004991957,0.001544708,0.0005130444,0.0008718866,0.0001523969,0.00005614655,0.00002436371,0.0001983711],"genre_scores_gemma":[0.9990895,0.0001659891,0.0001940882,0.00006791109,0.0004284484,0.000005421662,0.00001178946,0.0000253672,0.00001150198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9331565,"threshold_uncertainty_score":0.4571243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007209288049565537,"score_gpt":0.2423709212822188,"score_spread":0.2351616332326533,"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."}}