{"id":"W1499936245","doi":"","title":"LIGHT RAIL SERVICE: PEDESTRIAN AND VEHICULAR SAFETY","year":2001,"lang":"en","type":"book","venue":"","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Light rail transit; Transport engineering; Pedestrian; Light rail; Transit (satellite); Service (business); Engineering; Public transport; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007191722,0.0002392919,0.0002193718,0.0001342133,0.00003726812,0.00004164523,0.0001271243,0.0002903288,0.0002496226],"category_scores_gemma":[0.000001585439,0.0002350561,0.00004860862,0.00006095671,0.000008104807,0.00006912212,0.00005595898,0.0002440323,0.00009222163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008582624,"about_ca_system_score_gemma":0.00001780941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005545232,"about_ca_topic_score_gemma":0.00006836262,"domain_scores_codex":[0.9993123,0.000005909115,0.0001986633,0.0001914613,0.0001311898,0.00016051],"domain_scores_gemma":[0.9996223,0.00000921316,0.00002153896,0.0002445608,0.00002003046,0.00008237357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002670252,0.000004610606,0.000002054144,0.0002844601,0.00008855612,0.00002281751,0.00002688853,0.0001443174,0.00001318624,0.003885013,0.9771113,0.0184141],"study_design_scores_gemma":[0.0001982005,0.0000111951,0.0000388474,0.00008369156,0.0000513579,0.000009944321,0.000007067664,0.003553379,0.00002142335,0.0002262832,0.9955527,0.0002459459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008123507,0.000640885,0.01337561,0.0003685934,0.0002481793,0.0002748358,0.000008270501,0.009597418,0.9754781],"genre_scores_gemma":[0.002679845,0.009438013,0.0008037287,0.0006821385,0.0003925546,0.00002903106,0.0001592053,0.0001200367,0.9856954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01844134,"threshold_uncertainty_score":0.9585307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005878149636243249,"score_gpt":0.1812747735953857,"score_spread":0.1753966239591425,"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."}}