{"id":"W4387374266","doi":"10.1016/j.trf.2023.09.016","title":"Difference in perception-reaction time of plain and plateau drivers at expressway exit ramps","year":2023,"lang":"en","type":"article","venue":"Transportation Research Part F Traffic Psychology and Behaviour","topic":"Traffic and Road Safety","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Plateau (mathematics); Altitude (triangle); Bivariate analysis; Effects of high altitude on humans; Driving simulator; Significant difference; Simulation; Environmental science; Psychology; Transport engineering; Mathematics; Geography; Engineering; Statistics; Meteorology","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":[0.0002501026,0.0002048982,0.0001816209,0.0002861679,0.0001185791,0.0005048922,0.0001299063,0.0004043899,0.00456066],"category_scores_gemma":[0.002469339,0.0001372876,0.0002256398,0.0001246569,0.0001268121,0.0003615299,0.0003466158,0.0003567199,0.0004318634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157372,"about_ca_system_score_gemma":0.0001431143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005902988,"about_ca_topic_score_gemma":0.004146074,"domain_scores_codex":[0.9998569,0.00002170509,0.000009172747,0.00003998757,0.00002826796,0.00004390972],"domain_scores_gemma":[0.9989603,0.0004748849,0.0001176645,0.00003930652,0.0001428653,0.0002649919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01693835,0.0007529894,0.7616417,0.0001214289,0.0001940812,0.0005560226,0.004918576,0.001121955,0.1944107,0.0003373399,0.0004172976,0.01858952],"study_design_scores_gemma":[0.00002412555,0.0005571104,0.9962462,0.000002849491,0.00001906227,0.00009040557,0.0009218366,0.0005721627,0.001400998,0.00003763554,0.0001197202,0.000007974366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999529,0.00001102898,0.00006850583,0.000003801786,0.00000283171,0.000003299236,0.00003080585,0.000002836392,0.0003479275],"genre_scores_gemma":[0.9992222,0.00001195545,0.00005219423,0.000005755452,0.000001965037,0.000003321908,0.00008530487,0.000002858769,0.0006145818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005902988,"threshold_uncertainty_score":0.01525688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830572958474291,"score_gpt":0.3347779096074569,"score_spread":0.286472180022714,"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."}}