{"id":"W4206942466","doi":"10.5267/j.ijdns.2021.11.010","title":"Consumer attitudes towards the use of autonomous vehicles: Evidence from United Kingdom taxi services","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxis; Focus group; Sample (material); Psychology; Test (biology); Theory of planned behavior; Risk perception; Marketing; Service (business); Applied psychology; Control (management); Business; Social psychology; Perception; Engineering; Transport engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005942297,0.00005044362,0.00007702526,0.0001134775,0.0001277501,0.00009810516,0.001164792,0.000009569691,0.00005856145],"category_scores_gemma":[0.00004148293,0.0000386947,0.00001631505,0.0004427165,0.0001901252,0.001005474,0.0001671597,0.0001492971,3.892424e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003223702,"about_ca_system_score_gemma":0.0001028887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002924094,"about_ca_topic_score_gemma":0.00009024511,"domain_scores_codex":[0.9990103,0.00002169451,0.0003050301,0.00009434314,0.000488718,0.00007990863],"domain_scores_gemma":[0.9991482,0.0002067694,0.0001457054,0.0001926843,0.0002741829,0.00003249692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009788393,0.00009001118,0.1730231,0.00002254502,0.0003256108,0.00002424922,0.002201583,0.7777341,0.008003751,0.002399491,0.003644407,0.03243322],"study_design_scores_gemma":[0.0004449413,0.00006315249,0.5829858,0.000271981,0.00006718576,0.0000622603,0.000388341,0.2662512,0.0005186436,0.0002912343,0.1484872,0.0001680504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933556,0.0003965527,0.004548986,0.0005968591,0.0007040519,0.00004115168,0.0003386252,0.00001138088,0.000006827921],"genre_scores_gemma":[0.9962743,0.0002283138,0.003106054,0.0002586666,0.00007723251,0.000001380075,0.0000475136,0.000003186519,0.000003384307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5114829,"threshold_uncertainty_score":0.2164493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144491097903496,"score_gpt":0.3316777613386866,"score_spread":0.1871866634351906,"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."}}