{"id":"W3177705468","doi":"10.1016/j.jtrangeo.2021.103133","title":"Older adults and their willingness to use semi and fully autonomous vehicles: A structural equation analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Transport Geography","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Structural equation modeling; Openness to experience; Automotive industry; Human factors and ergonomics; SAFER; Perception; Crash; Poison control; Psychology; Engineering; Business; Applied psychology; Computer security; Social psychology; Computer science; Environmental health; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004198125,0.0002193834,0.0006233688,0.0004869549,0.0004532163,0.00002821437,0.0001038146,0.0001243163,0.00003794542],"category_scores_gemma":[0.00006616232,0.0001640149,0.0002827994,0.0009699629,0.00007778906,0.000340491,0.0000321154,0.0004636975,7.232277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002701054,"about_ca_system_score_gemma":0.0001076563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049933,"about_ca_topic_score_gemma":0.001681054,"domain_scores_codex":[0.9981045,0.0001579751,0.0008361922,0.0002841043,0.0002691128,0.0003481184],"domain_scores_gemma":[0.9980629,0.0003485019,0.0004120788,0.0001966227,0.0007375242,0.000242374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006723932,0.00003185868,0.9737564,0.0001651568,0.0009204939,0.00003869841,0.02271282,0.0001105669,0.0001202273,0.000008611944,0.0000340342,0.002033866],"study_design_scores_gemma":[0.001056978,0.00009494206,0.9911528,0.0005577428,0.0006793204,0.00001660557,0.005575564,0.0002632087,0.00006098659,0.00009278386,0.0002735841,0.0001755287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938386,0.00115565,0.003074643,0.00129766,0.0003029864,0.0002311924,0.00005946355,0.00002668082,0.00001310337],"genre_scores_gemma":[0.9975641,0.0004288201,0.001300364,0.0005099876,0.0001222407,0.0000085563,0.00001379978,0.00001908328,0.00003301874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739633,"threshold_uncertainty_score":0.6688335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072024770924554,"score_gpt":0.3065909538031154,"score_spread":0.2858707060938699,"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."}}