{"id":"W2005452274","doi":"10.1080/15389580903043446","title":"Could ESC (Electronic Stability Control) Change the Way We Drive?","year":2009,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; Transport Canada","funders":"Transport Canada","keywords":"Poison control; Control (management); Stability (learning theory); Electronic stability control; Human factors and ergonomics; Injury prevention; Automotive engineering; Engineering; Computer science; Medicine; Medical emergency; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004676427,0.0002133044,0.000212733,0.00004818613,0.0001504409,0.00002672299,0.0002139024,0.0001465569,0.000177743],"category_scores_gemma":[0.000007832923,0.0001618056,0.0001699849,0.0001921436,0.00004652368,0.0001923835,0.00000852291,0.0004038803,0.00009175151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588262,"about_ca_system_score_gemma":0.0000264739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001861743,"about_ca_topic_score_gemma":0.00004160183,"domain_scores_codex":[0.9986784,0.0001045749,0.0003013399,0.0002280143,0.0002087291,0.0004788762],"domain_scores_gemma":[0.9994749,0.00003917579,0.0000469948,0.0003458291,0.00003110231,0.0000620354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001691084,0.0002981641,0.00005911576,0.00007101862,0.0001193999,0.000002206521,0.001773478,0.01526059,0.001402043,0.005392299,0.003093095,0.9723595],"study_design_scores_gemma":[0.00999018,0.004314953,0.24226,0.0005057419,0.001006734,0.00005957834,0.001288971,0.4659919,0.005896754,0.008453862,0.2568259,0.003405437],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98561,0.002355358,0.00594545,0.001693826,0.0006076348,0.001080704,0.00002502562,0.001174503,0.00150747],"genre_scores_gemma":[0.9987222,0.0006005249,0.00004174058,0.00009983994,0.0002630915,0.0000552835,0.00002015016,0.00002341652,0.0001737372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.968954,"threshold_uncertainty_score":0.6598241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455132695746997,"score_gpt":0.2370833208929085,"score_spread":0.2225319939354385,"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."}}