{"id":"W2982141760","doi":"10.1109/mits.2019.2939037","title":"Special Section on Modeling &amp; Simulation of Application Scenarios for Autonomous Vehicles [Guest Editorial]","year":2019,"lang":"en","type":"article","venue":"IEEE Intelligent Transportation Systems Magazine","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Special section; Section (typography); Aeronautics; Computer science; Systems engineering; Engineering; Operations research; Telecommunications; Simulation; Engineering physics; Operating system","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":[0.0002775909,0.0002247091,0.0003114221,0.0002747189,0.00005602247,0.00002976169,0.0001053032,0.0002126703,0.00002262727],"category_scores_gemma":[0.00001077214,0.0002519597,0.0001286515,0.0003402342,0.00001779235,0.0002276897,5.114249e-7,0.0001605324,0.0001424333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347529,"about_ca_system_score_gemma":0.00003975576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005003674,"about_ca_topic_score_gemma":0.0002990575,"domain_scores_codex":[0.9980796,0.00001709745,0.001043495,0.000299509,0.0003658829,0.0001944028],"domain_scores_gemma":[0.9988192,0.0001127567,0.0001744212,0.0002817642,0.0005533284,0.00005854095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009983283,0.00007827182,0.0003350538,0.0003968834,0.00004920672,9.213668e-8,0.0007196786,0.9707494,0.02416413,0.0005486915,0.002506413,0.0003523128],"study_design_scores_gemma":[0.000718994,0.0001103691,0.0006223379,0.0001240185,0.0000632329,3.710964e-7,0.0001437494,0.7941664,0.005024099,0.00005430891,0.198655,0.0003170072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3668573,0.00001687888,0.5650361,0.0000137344,0.06556966,0.001635909,0.0002241061,0.0002802702,0.000366098],"genre_scores_gemma":[0.9645013,0.00001402491,0.0001835312,0.000009788421,0.03366886,0.0002353598,0.001108951,0.00005336164,0.000224779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.597644,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451721191787113,"score_gpt":0.2620340447631555,"score_spread":0.2375168328452844,"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."}}