{"id":"W3029812539","doi":"10.1145/3313831.3376247","title":"Keep Calm and Ride Along: Passenger Comfort and Anxiety as Physiological Responses to Autonomous Driving Styles","year":2020,"lang":"en","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Jerk; Anxiety; Skin conductance; Psychology; Simulation; Acceleration; Computer science; Automotive engineering; Physical medicine and rehabilitation; Engineering; 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":[0.0002742804,0.000264527,0.0001188045,0.0002301468,0.0001256385,0.0004249409,0.00008161866,0.0002133002,0.0009259709],"category_scores_gemma":[0.001414497,0.0000849088,0.0001565286,0.0001145384,0.0001878032,0.0001603644,0.0002405211,0.0002527664,0.00009045618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009349842,"about_ca_system_score_gemma":0.00007968524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673417,"about_ca_topic_score_gemma":0.002965257,"domain_scores_codex":[0.9998395,0.00005355741,0.000009640404,0.00003208865,0.00003922932,0.00002586469],"domain_scores_gemma":[0.9993702,0.0002033441,0.0001610544,0.00003256917,0.0001034235,0.0001294191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001368148,0.0003746159,0.8943668,0.0001495767,0.0002267964,0.0002433261,0.005016486,0.0004803817,0.07238595,0.00006071624,0.0001883521,0.0251387],"study_design_scores_gemma":[0.000004921155,0.0004927551,0.997347,0.000004432405,0.00002127218,0.00009610884,0.000695087,0.0002421283,0.0009662253,0.00001575774,0.0001072242,0.000007050372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994119,0.00002879099,0.0002351667,0.000006257168,0.000002034183,0.000009614232,0.00004825618,0.000002942299,0.0002549244],"genre_scores_gemma":[0.9996154,0.00002133213,0.0001530515,0.00001062249,0.000003016988,0.000008670982,0.00005627229,0.000001291363,0.0001302527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001673417,"threshold_uncertainty_score":0.00332731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465560594577927,"score_gpt":0.30611362681414,"score_spread":0.2714580208683607,"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."}}