{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001468059,0.0002013936,0.0002722757,0.00004601338,0.0001299426,0.00004874501,0.0001184472,0.0002180011,0.0008649944],"category_scores_gemma":[0.0001435288,0.0001590712,0.00004740174,0.0001593857,0.0001112322,0.00006110582,0.00015331,0.0002788323,0.0002131985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001251773,"about_ca_system_score_gemma":0.0000164784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001929848,"about_ca_topic_score_gemma":0.0000425303,"domain_scores_codex":[0.9986249,0.0001563579,0.0002426942,0.0005440927,0.00009763397,0.0003343125],"domain_scores_gemma":[0.9990796,0.0002950719,0.0000413788,0.0002113288,0.00002167193,0.0003509616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001406819,0.0003304581,0.7426089,0.00001483575,0.0006111351,0.0003657332,0.010552,0.00005367297,0.01211429,0.02389896,0.05268543,0.1553577],"study_design_scores_gemma":[0.001638042,0.001091334,0.9665709,0.00005380933,0.00009428878,0.00007097674,0.003215701,0.000229589,0.0009301833,0.0001884481,0.02518809,0.0007286095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831353,0.0003136763,0.0002328983,0.004606978,0.0001067438,0.0002466122,0.000006485012,0.0002098109,0.01114153],"genre_scores_gemma":[0.9930624,0.00006805544,0.0006494402,0.005467397,0.0001230758,0.0000264879,0.000006135802,0.00002131372,0.0005757357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223962,"threshold_uncertainty_score":0.9471082,"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."}}