{"id":"W4385294542","doi":"10.1177/00187208231189658","title":"Vigilance Decrement During On-Road Partially Automated Driving Across Four Systems","year":2023,"lang":"en","type":"article","venue":"Human Factors The Journal of the Human Factors and Ergonomics Society","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Ministry of Transportation; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; American Academy of Audiology Foundation; AAA Foundation for Traffic Safety","keywords":"Vigilance (psychology); Poison control; Simulation; Computer science; Response time; Psychology; Cognitive psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004185578,0.0003326744,0.0002645991,0.0003685672,0.0002021248,0.0004822412,0.0002462951,0.000304133,0.001206211],"category_scores_gemma":[0.003327975,0.0001939803,0.0002675647,0.0001410126,0.0002034099,0.0002763135,0.0005168759,0.0002827195,0.0001332205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525633,"about_ca_system_score_gemma":0.0001896925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879575,"about_ca_topic_score_gemma":0.00237727,"domain_scores_codex":[0.9996244,0.00006861443,0.00003967412,0.0001016001,0.0001185687,0.00004709244],"domain_scores_gemma":[0.9980704,0.0005597738,0.0007172425,0.0001833101,0.0003287912,0.0001406187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0125766,0.001873562,0.5239691,0.0005758454,0.0006083174,0.0002505131,0.004601872,0.001879666,0.3810141,0.0001617744,0.0004712386,0.0720174],"study_design_scores_gemma":[0.00002664579,0.00267791,0.9876539,0.00001451672,0.00005684088,0.00009624552,0.0002760355,0.001075758,0.007804398,0.00005637236,0.0002444811,0.00001693666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995828,0.00002015577,0.0002008203,0.000002315902,0.000001134137,0.000008887153,0.00003109426,0.000006720278,0.0001460044],"genre_scores_gemma":[0.9994112,0.00001592886,0.000262912,0.000007787797,0.000001765481,0.00001704766,0.0001247754,0.000003479718,0.0001551632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879575,"threshold_uncertainty_score":0.004035234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06009342428840994,"score_gpt":0.3500179913769881,"score_spread":0.2899245670885782,"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."}}