{"id":"W2908164187","doi":"10.23977/aetp.2018.21027","title":"Driver distraction and the role of cognitive and visual abilities for Road Safety Practices","year":2018,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distraction; Cognition; Perception; Task (project management); Poison control; Psychology; Visual perception; Function (biology); Hazard; Human factors and ergonomics; Driving simulator; Cognitive psychology; Computer science; Engineering; Simulation; Medicine; Medical emergency; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005296766,0.0002306107,0.0001122036,0.0007109966,0.0002427167,0.0008034345,0.0002227064,0.0002681124,0.002292395],"category_scores_gemma":[0.004580521,0.0001068647,0.0001819491,0.0001963032,0.0003613276,0.0003173006,0.000422998,0.000334695,0.0001566782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102947,"about_ca_system_score_gemma":0.0004038925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703766,"about_ca_topic_score_gemma":0.003413165,"domain_scores_codex":[0.9997187,0.00008130522,0.00001643947,0.00004256769,0.00008851856,0.00005234871],"domain_scores_gemma":[0.9967878,0.001650506,0.0008474355,0.0001383037,0.0002250915,0.000350907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004515908,0.001027669,0.9239152,0.0001165975,0.00009501229,0.0002464556,0.002664946,0.000460547,0.00389051,0.0007294143,0.0002487961,0.06615323],"study_design_scores_gemma":[0.000004356502,0.0001736632,0.9980045,0.00001543758,0.00001655295,0.000138899,0.0005012207,0.0002374372,0.0002231095,0.0002818978,0.0003969035,0.000006083304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975427,0.0004532754,0.0001635337,0.00004851889,0.000004574735,0.000005032026,0.0000288601,0.000002873707,0.001750684],"genre_scores_gemma":[0.9995136,0.0001004099,0.00008432365,0.00001076814,0.000004079475,0.000002929142,0.00001754921,9.772017e-7,0.0002653089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002703766,"threshold_uncertainty_score":0.007668853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454855855429448,"score_gpt":0.4407325782100791,"score_spread":0.4261840196557846,"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."}}