{"id":"W604998230","doi":"","title":"INTEGRATION OF PUBLIC SAFETY AND TRAFFIC OPERATIONS SYSTEMS IN THE BUFFALO/NIAGARA FALLS/SOUTHERN ONTARIO REGION","year":2004,"lang":"en","type":"article","venue":"At the Crossroads:  Integrating Mobility Safety and Security. ITS America 2004, 14th Annual Meeting and ExpositionITS America","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Interface (matter); Engineering; Management system; Advanced Traffic Management System; Emergency management; Information system; Data exchange; Computer science; Intelligent transportation system; Operations management; World Wide Web","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":[0.0009598361,0.0003960402,0.0002818886,0.00116442,0.003537259,0.002376019,0.001056477,0.0004346678,0.008418811],"category_scores_gemma":[0.001466017,0.0004453078,0.000253237,0.001685028,0.001068368,0.0008579305,0.001887178,0.0005019438,0.001274087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03161831,"about_ca_system_score_gemma":0.07844795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9717173,"about_ca_topic_score_gemma":0.982558,"domain_scores_codex":[0.9976218,0.0001619905,0.00006625141,0.0002697367,0.001306843,0.0005732988],"domain_scores_gemma":[0.9969806,0.00005972668,0.0001585328,0.0001483118,0.00192125,0.0007315608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001250573,0.001135146,0.2421322,0.0005609218,0.0002461218,0.001817759,0.01081312,0.01676579,0.06142806,0.02167853,0.1493735,0.4927983],"study_design_scores_gemma":[0.000180337,0.000514824,0.5275068,0.0001476999,0.0001184801,0.0003393834,0.007487264,0.01479069,0.006501091,0.0007898125,0.4414866,0.0001370553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6188794,0.001962613,0.03652504,0.005402972,0.0003188074,0.003010249,0.005208669,0.004365135,0.3243272],"genre_scores_gemma":[0.7846653,0.001064621,0.0251014,0.0004420745,0.00006145782,0.0005028888,0.005939682,0.0002711202,0.1819514],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03161831,"threshold_uncertainty_score":0.229408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357055922480999,"score_gpt":0.2513325123019008,"score_spread":0.2377619530770908,"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."}}