{"id":"W2970540188","doi":"10.17077/drivingassessment.1686","title":"Effect of Alert Presentation Mode and Hazard Direction on Driver Takeover from an Autonomous Vehicle","year":2019,"lang":"en","type":"article","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Presentation (obstetrics); Mode (computer interface); Computer science; Hazard; Aeronautics; Computer security; Automotive engineering; Transport engineering; Engineering; Human–computer interaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000959692,0.000428499,0.0002320755,0.0003026209,0.0001452767,0.0006471602,0.0002287685,0.0005073401,0.002656502],"category_scores_gemma":[0.01682101,0.0002368301,0.0002384883,0.0001037463,0.0002352782,0.0004193554,0.0003418064,0.0004449106,0.0002093006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580117,"about_ca_system_score_gemma":0.0002738786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093092,"about_ca_topic_score_gemma":0.001088201,"domain_scores_codex":[0.9991831,0.0003185041,0.0001060897,0.0001168967,0.0001913548,0.00008389501],"domain_scores_gemma":[0.9753492,0.02073519,0.001503876,0.000374368,0.000973848,0.001063529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06312063,0.009820111,0.3606972,0.001121741,0.0007127752,0.001313527,0.005137375,0.006544615,0.4643776,0.0001764256,0.0008235906,0.08615427],"study_design_scores_gemma":[0.000483265,0.03878387,0.9208721,0.00007431804,0.0005016317,0.0004450208,0.00206565,0.00661236,0.02911333,0.0001783743,0.0007837211,0.00008639528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993472,0.00004563465,0.0002177095,0.00001184198,0.00001281083,0.00001971798,0.00001944397,0.00001614029,0.0003095373],"genre_scores_gemma":[0.9988692,0.00006813436,0.0005417631,0.00003128445,0.00001193646,0.0000313553,0.00004972666,0.00001177258,0.0003848265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002656502,"threshold_uncertainty_score":0.008886814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218625554669227,"score_gpt":0.3564972597267601,"score_spread":0.3443110041800678,"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."}}