{"id":"W3165051784","doi":"10.4271/12-04-02-0012","title":"In Pursuit of Emergency Procedures for Automated Driving System-Involved Scenarios","year":2021,"lang":"en","type":"article","venue":"SAE International Journal of Connected and Automated Vehicles","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Medical emergency; Aeronautics; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268054,0.0001503652,0.0003445229,0.0003167397,0.00003876959,0.00002719936,0.0003051691,0.0001741488,0.00002765163],"category_scores_gemma":[0.000259979,0.0001455173,0.00009828893,0.000225991,0.00004017869,0.0002362163,0.000046285,0.0001900554,0.00000136163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008627623,"about_ca_system_score_gemma":0.0001312102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006204153,"about_ca_topic_score_gemma":0.00009434789,"domain_scores_codex":[0.9986144,0.00003609608,0.0008036781,0.0001277574,0.0002299752,0.0001881511],"domain_scores_gemma":[0.9988738,0.0001035367,0.0002639563,0.00008571227,0.000622043,0.00005099109],"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":[0.0002463558,0.0003547906,0.035269,0.001260862,0.001836185,0.0006032352,0.001289752,0.03074914,0.9038228,0.0115952,0.005259539,0.007713125],"study_design_scores_gemma":[0.002911244,0.0001320546,0.1030808,0.00143409,0.00008278323,0.0004346191,0.001463384,0.8055333,0.08248633,0.001390549,0.0007078882,0.0003428893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956891,0.001496751,0.0003940873,0.000554512,0.0008500427,0.000113934,0.00002793595,0.000780809,0.00009285746],"genre_scores_gemma":[0.9983237,0.0003396103,0.001176942,0.00002261072,0.0000799995,0.000007676736,0.0000118545,0.00002352237,0.00001407569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8213364,"threshold_uncertainty_score":0.5934025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008354369210835533,"score_gpt":0.2543266181449094,"score_spread":0.2459722489340739,"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."}}