{"id":"W4238518219","doi":"10.1093/geront/gnv436.05","title":"OLDER DRIVER READINESS TO USE VEHICLE TECHNOLOGY AND FACTORS INFLUENCING ITS PURCHASE AND USE: IMPLICATIONS FOR PROVISION OF DRIVER SERVICES","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business; Advanced driver assistance systems; Marketing; Computer science","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":[0.0002777975,0.0001645499,0.0002989372,0.000136753,0.0005936921,0.00002068407,0.0002199117,0.0001675186,0.000002274987],"category_scores_gemma":[0.0007590883,0.0001059243,0.00001997233,0.0002211363,0.0002870276,0.0003088408,0.0004539694,0.00018261,0.000005315953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007319249,"about_ca_system_score_gemma":0.00005690191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113928,"about_ca_topic_score_gemma":0.004361895,"domain_scores_codex":[0.9988037,0.0001052461,0.0003266877,0.0003109783,0.00009266123,0.0003606857],"domain_scores_gemma":[0.9980586,0.0007312217,0.0002074434,0.0004174006,0.0004780172,0.0001072956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002877692,0.0000275959,0.974436,0.0001618273,0.00002948604,2.996267e-7,0.02008465,0.000004315888,0.002355417,0.001293638,0.0006165605,0.000961451],"study_design_scores_gemma":[0.000730491,0.0001271023,0.9852417,0.0001907249,0.00004776356,0.000001586746,0.01090359,0.000087042,0.0003287495,0.0005730006,0.001635967,0.0001323228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906659,0.000213703,0.0003969836,0.006783682,0.0001071317,0.001610887,0.00008181407,0.0001129926,0.00002696957],"genre_scores_gemma":[0.9983421,0.00002729893,0.0006745705,0.0002892795,0.00002422102,0.0002412929,0.000006328049,0.00001853541,0.0003763561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080569,"threshold_uncertainty_score":0.4566259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205083220568278,"score_gpt":0.4088426216460601,"score_spread":0.2883342995892323,"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."}}