{"id":"W2181654713","doi":"","title":"Modeling Driver Speed Behavior on Horizontal Curves of Different Road Classifications","year":2007,"lang":"en","type":"article","venue":"Transportation Research Board 86th Annual MeetingTransportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operating speed; Transport engineering; Work (physics); Computer science; Traffic speed; Field (mathematics); Design speed; Simulation; Engineering; Civil engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004317474,0.0004144351,0.0001905025,0.0005760976,0.0002146301,0.0005112618,0.0003567548,0.0003717861,0.0006706093],"category_scores_gemma":[0.001886095,0.0002025525,0.0003097228,0.0004600337,0.0001889507,0.0004184342,0.0002132146,0.0002588377,0.0001963982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140678,"about_ca_system_score_gemma":0.0006348687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1195229,"about_ca_topic_score_gemma":0.09355182,"domain_scores_codex":[0.9997997,0.00003986998,0.000008666215,0.00006266928,0.00003854456,0.00005065587],"domain_scores_gemma":[0.9992513,0.0003966785,0.0001107256,0.00005661734,0.0001438631,0.00004069579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006306345,0.0005075692,0.3954888,0.00005593331,0.00008459907,0.0001004501,0.0006572237,0.5484844,0.004923205,0.0008726218,0.0004750289,0.04771943],"study_design_scores_gemma":[0.000008056172,0.0001549833,0.09989263,0.000003338816,0.00001409763,0.00001320098,0.0001935188,0.8981764,0.001105882,0.0002166493,0.0002113642,0.000009944383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970907,0.00000913175,0.002270134,0.000009136244,0.00000115308,0.00001571375,0.0001020947,0.00002388888,0.0004779195],"genre_scores_gemma":[0.9984232,0.00001319147,0.0008891009,0.000001426351,4.772205e-7,0.00001140763,0.0002493739,0.000002856984,0.0004089345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195229,"threshold_uncertainty_score":0.2376544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06146073130540997,"score_gpt":0.3562749371180007,"score_spread":0.2948142058125908,"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."}}