{"id":"W3127421605","doi":"10.1155/2021/8883068","title":"Impact of Buses, Taxis, Passenger Cars, and Traffic Infrastructure on Average Travel Speed","year":2021,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic control and management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxis; Transport engineering; Overtaking; Automotive engineering; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004827551,0.0001221045,0.0002519825,0.00009602971,0.00001448609,0.000009537529,0.00004220346,0.00004480171,0.00003320499],"category_scores_gemma":[0.000007001644,0.0001045363,0.000131432,0.0001190631,0.00001143138,0.0001644416,6.386798e-7,0.0001623844,2.560573e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004420527,"about_ca_system_score_gemma":0.00003149148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001654863,"about_ca_topic_score_gemma":0.00003536293,"domain_scores_codex":[0.9992642,0.00001009624,0.0003600424,0.00007929249,0.0001754078,0.0001110045],"domain_scores_gemma":[0.999617,0.00002748012,0.0001227831,0.00007415019,0.00009416226,0.0000644345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00008108905,0.00003281036,0.000263807,0.00005934719,0.0001443596,0.00007424774,0.0008119071,0.9247388,0.0316521,0.00005544559,0.00008544509,0.04200061],"study_design_scores_gemma":[0.001939795,0.0002324252,0.994433,0.00008986646,0.00008351983,0.00001814293,0.0002741835,0.0009341406,0.001317624,0.00006143279,0.0005067112,0.0001091746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974417,0.000742003,0.001361626,0.00003422334,0.000241568,0.00007136074,0.0000296177,0.00001725619,0.00006064892],"genre_scores_gemma":[0.997979,0.0008545725,0.001048934,0.000009440587,0.00005887532,5.378022e-7,0.00001890097,0.00001616209,0.00001355548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9941692,"threshold_uncertainty_score":0.4262865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003806157462354473,"score_gpt":0.2111001284255606,"score_spread":0.2072939709632061,"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."}}