{"id":"W2943101503","doi":"10.1155/2019/9468451","title":"Effects of In-Vehicle Navigation on Perceptual Responses and Driving Behaviours of Drivers at Tunnel Entrances: A Naturalistic Driving Study","year":2019,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic and Road Safety","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Driving simulator; Perception; Simulation; Engineering; Psychology","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":[0.0005556502,0.0003681854,0.0002857132,0.0002365141,0.0002584905,0.0002554398,0.0001762999,0.0002614434,0.0005837993],"category_scores_gemma":[0.001772981,0.0001794782,0.0003541287,0.00008398883,0.0003709967,0.0001777704,0.0003707418,0.0002506014,0.00008805058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711642,"about_ca_system_score_gemma":0.000233197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173452,"about_ca_topic_score_gemma":0.004626966,"domain_scores_codex":[0.9995682,0.0001887843,0.00002791346,0.00008997995,0.00007054886,0.00005466019],"domain_scores_gemma":[0.9988661,0.0003990867,0.0001922,0.0001192804,0.0002540158,0.0001694519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007268947,0.008209114,0.2916169,0.0007690267,0.0003112407,0.001147529,0.01594017,0.001278764,0.6474938,0.0001307549,0.0003512252,0.0254826],"study_design_scores_gemma":[0.00008002315,0.01276347,0.9631395,0.00001694913,0.0001076036,0.0005650469,0.002919783,0.001330286,0.01815789,0.00006630851,0.0008072407,0.00004591431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997862,0.000008768134,0.0001221282,0.0000018246,0.000001019848,0.00001543319,0.00001456653,0.000001279762,0.0000488025],"genre_scores_gemma":[0.9985387,0.00003804394,0.0009642417,0.00001559035,0.000004154333,0.00006486086,0.00009416397,0.000003287087,0.0002769217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002173452,"threshold_uncertainty_score":0.004321575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003826958723663019,"score_gpt":0.2201955776538408,"score_spread":0.2163686189301778,"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."}}