{"id":"W2946259022","doi":"10.1155/2019/6126408","title":"An Initial Investigation of the Effects of a Fully Automated Vehicle Fleet on Geometric Design","year":2019,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Council for Scientific Research; Lebanese American University","keywords":"Geometric design; Sight; Simulation; Design speed; Perception; Engineering; Automotive engineering; Computer science; Transport engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090343,0.0005123153,0.0001921608,0.0003296058,0.0002718634,0.0005692635,0.0004858079,0.0004965916,0.003085855],"category_scores_gemma":[0.005309192,0.0001600134,0.0003418266,0.0002493575,0.0003519036,0.0007921834,0.0003786179,0.0004484592,0.0002663882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812708,"about_ca_system_score_gemma":0.0003452856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646802,"about_ca_topic_score_gemma":0.005212092,"domain_scores_codex":[0.9991916,0.0002617928,0.00003598523,0.00009826746,0.0003098309,0.0001025516],"domain_scores_gemma":[0.9959747,0.001831775,0.0004695854,0.0005462333,0.00106391,0.0001137633],"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":[0.003061645,0.001702963,0.07214984,0.0007770162,0.0001573095,0.001244549,0.0008136857,0.4972134,0.1581342,0.005122178,0.0019656,0.2576576],"study_design_scores_gemma":[0.0001461859,0.02735398,0.437081,0.0001111341,0.0002822921,0.001426244,0.002868659,0.371871,0.1224758,0.003703666,0.03246942,0.0002105895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850081,0.00008243702,0.00813241,0.00005758929,0.00002373185,0.00007660926,0.0001382811,0.00006515803,0.006415562],"genre_scores_gemma":[0.9937809,0.00004209538,0.004605308,0.00001333795,0.000003789039,0.00002077388,0.00009243684,0.00001134459,0.001430006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003085855,"threshold_uncertainty_score":0.01032323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637668365461164,"score_gpt":0.3312813183992839,"score_spread":0.3149046347446722,"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."}}