{"id":"W589490469","doi":"","title":"Evaluating the Safety Estimates of Transit Operations and City Transportation Plans","year":2012,"lang":"en","type":"article","venue":"Transportation Research Board 91st Annual MeetingTransportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Plan (archaeology); Transit (satellite); Macro; Transportation planning; Computer science; Engineering; Public transport; Geography","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":[0.00808897,0.0008000061,0.0003947929,0.002674962,0.0003284897,0.001378042,0.000637856,0.0004655054,0.001507086],"category_scores_gemma":[0.0286946,0.0003691314,0.0006470241,0.001911705,0.0004666979,0.001324549,0.0008604918,0.0004947086,0.0001779576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783693,"about_ca_system_score_gemma":0.003674413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03614986,"about_ca_topic_score_gemma":0.02963094,"domain_scores_codex":[0.99528,0.002516163,0.0002311677,0.0003754947,0.001420691,0.0001766003],"domain_scores_gemma":[0.9813997,0.01140784,0.002392643,0.001320898,0.003253332,0.0002256578],"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":[0.0001395113,0.0000941231,0.1157916,0.0001008637,0.0001995589,0.00004443246,0.0001532397,0.8283159,0.0005019906,0.005093347,0.0006716765,0.04889369],"study_design_scores_gemma":[0.00002422058,0.0004857518,0.07161693,0.00007155034,0.0001343626,0.00002982531,0.0005592841,0.9182307,0.002209201,0.004688638,0.001909239,0.00004021679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7953137,0.0003824782,0.1863411,0.000339257,0.00003064324,0.0004277024,0.004013834,0.0004275439,0.01272379],"genre_scores_gemma":[0.9720573,0.0001551878,0.02489042,0.00001338424,0.00000827867,0.00008658965,0.001889141,0.00001721543,0.000882468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03614986,"threshold_uncertainty_score":0.07187891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09436734009643179,"score_gpt":0.3976729033694182,"score_spread":0.3033055632729865,"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."}}