{"id":"W4405370585","doi":"10.1080/19427867.2024.2433337","title":"Users’ perceptions toward autonomous vehicles: case study in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Transportation Letters","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Calgary","funders":"","keywords":"TRIPS architecture; Willingness to pay; Preference; Affect (linguistics); Perception; Automation; Business; Psychology; Demographic economics; Transport engineering; Engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007472,0.0003426204,0.000279436,0.001142132,0.00554342,0.00149427,0.0009789211,0.0006301359,0.001792102],"category_scores_gemma":[0.001827193,0.0002578476,0.0003254755,0.002584191,0.001212336,0.000417471,0.0008311448,0.0006317436,0.0002220877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02173222,"about_ca_system_score_gemma":0.02501288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910865,"about_ca_topic_score_gemma":0.9952135,"domain_scores_codex":[0.9988894,0.0001614054,0.00003366504,0.00008418022,0.0004763026,0.0003550084],"domain_scores_gemma":[0.9977841,0.0003843945,0.0001212208,0.00005755712,0.00118583,0.0004669576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004387507,0.001371734,0.7367309,0.0002510698,0.00004941551,0.01111606,0.1701483,0.001493562,0.005847999,0.001735412,0.003306105,0.0675107],"study_design_scores_gemma":[0.0000343051,0.0005130896,0.6618249,0.00008720539,0.00004196452,0.001202925,0.3195172,0.002888292,0.001483389,0.0001705114,0.01213919,0.00009694141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968829,0.00007149945,0.0001293593,0.00009472065,0.000003332142,0.00004841471,0.0001044827,0.000005392824,0.002659973],"genre_scores_gemma":[0.9960099,0.0002375186,0.0004486252,0.00009565269,0.000002431191,0.00001701273,0.0001170137,0.000004653692,0.003067158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02173222,"threshold_uncertainty_score":0.157679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465061810506651,"score_gpt":0.3251884301901199,"score_spread":0.3005378120850534,"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."}}