{"id":"W1979190268","doi":"10.4271/2015-01-0363","title":"Optimization of MAC Side Window Demister Outlet by Parametric Modelling through DFSS Approach","year":2015,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Engineering Applied Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Computer science; Window (computing); Parametric statistics; Mathematics; Statistics; World Wide Web","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":[0.0008221371,0.0007796607,0.001024182,0.0003063937,0.0001238532,0.00009086856,0.001105083,0.001018554,0.00006819148],"category_scores_gemma":[0.0004944118,0.0007299698,0.0003050554,0.001601435,0.0005703417,0.0004585244,0.0003061616,0.001678085,0.00005240929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805901,"about_ca_system_score_gemma":0.00007098998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003643733,"about_ca_topic_score_gemma":0.0002951233,"domain_scores_codex":[0.9953952,0.00009788193,0.001145503,0.0009298404,0.001342629,0.001088891],"domain_scores_gemma":[0.9974383,0.0004194098,0.0001353523,0.001360662,0.0001680468,0.000478255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008015281,0.0001559461,0.00002086694,0.0001374749,0.00005113727,0.000006944929,0.00003567335,0.564512,0.4301565,0.001518492,0.00299169,0.0003331531],"study_design_scores_gemma":[0.03757872,0.01622398,0.3660735,0.005404809,0.002812166,0.001718386,0.004605873,0.0521566,0.04932341,0.03046095,0.3993881,0.03425349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3637867,0.007889135,0.03756086,0.002334555,0.001121509,0.006498611,0.0005097751,0.0207199,0.559579],"genre_scores_gemma":[0.9151132,0.0005273909,0.08319874,0.0001644183,0.0001003712,0.0003155459,0.0001179731,0.0002484024,0.0002139481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.559365,"threshold_uncertainty_score":0.9995151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909610243476736,"score_gpt":0.2506167537289876,"score_spread":0.2215206512942202,"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."}}