{"id":"W3035618011","doi":"10.1155/2020/4629132","title":"Driving Simulator Validity of Driving Behavior in Work Zones","year":2020,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic and Road Safety","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China State Construction Engineering Corporation; National Natural Science Foundation of China","keywords":"Driving simulator; Simulation; Headway; Driving simulation; Work (physics); Standard deviation; Poison control; Computer science; Engineering; Statistics; Mathematics","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":[0.01235458,0.0004448476,0.0004189953,0.001340159,0.0007880777,0.001334181,0.001057337,0.0005999777,0.001065953],"category_scores_gemma":[0.05956408,0.000326593,0.00128074,0.0008187551,0.001380941,0.001045097,0.001508122,0.0004459167,0.0002461601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009128733,"about_ca_system_score_gemma":0.001291147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004777725,"about_ca_topic_score_gemma":0.00315287,"domain_scores_codex":[0.9879705,0.006172006,0.00160014,0.001350663,0.00246105,0.0004456409],"domain_scores_gemma":[0.9521332,0.02620823,0.008378408,0.006273501,0.005790178,0.001216488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001819113,0.0008806452,0.9502973,0.000201692,0.0003587123,0.00008372446,0.00510028,0.005919238,0.005073128,0.001061947,0.0002280388,0.02897614],"study_design_scores_gemma":[0.000108357,0.003019652,0.9682101,0.00007696792,0.0001513181,0.0001459308,0.003534398,0.01622125,0.005797247,0.001047549,0.00159759,0.0000896616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952597,0.0000340708,0.003159125,0.00002608426,0.00001522683,0.000123075,0.0001511094,0.00003782085,0.001193754],"genre_scores_gemma":[0.9982493,0.00002368554,0.001108778,0.00001538211,0.000004382112,0.0001236216,0.0003107371,0.00001018929,0.000153867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235458,"threshold_uncertainty_score":0.06533808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375350682183251,"score_gpt":0.2364125215862873,"score_spread":0.2226590147644547,"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."}}