{"id":"W2339441887","doi":"","title":"Ontario Provincial Enforcement Reporting System","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dashboard; Enforcement; Christian ministry; Business; Law enforcement; Intelligent transportation system; Transport engineering; Computer security; Engineering management; Computer science; Database; Engineering","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":[0.006067624,0.001026634,0.0008211163,0.01099002,0.007645248,0.008344688,0.00414184,0.00108956,0.09216834],"category_scores_gemma":[0.01917189,0.001007488,0.0007426898,0.02079925,0.001007667,0.00309241,0.002634686,0.001171969,0.04393151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05528403,"about_ca_system_score_gemma":0.1302964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9702076,"about_ca_topic_score_gemma":0.962351,"domain_scores_codex":[0.9888904,0.0005402992,0.001038924,0.001038934,0.007305014,0.001186511],"domain_scores_gemma":[0.9488406,0.001504399,0.002913086,0.003730969,0.04051334,0.002497695],"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":[0.0001831748,0.00005061259,0.01942578,0.0003149608,0.00003143159,0.0001532061,0.0008133625,0.001058257,0.000788494,0.01398318,0.8631912,0.1000065],"study_design_scores_gemma":[0.00002729303,0.00001163753,0.01358492,0.0001134607,0.00002468301,0.00006997759,0.0006058912,0.002725607,0.000784228,0.0006868941,0.9812819,0.00008348704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01718925,0.001186864,0.017869,0.00739451,0.0008494081,0.002288172,0.2558943,0.01538588,0.6819426],"genre_scores_gemma":[0.1260909,0.003039575,0.03956718,0.001651319,0.0003801076,0.001541059,0.3344387,0.003333364,0.4899579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09216834,"threshold_uncertainty_score":0.4011155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030973156291844,"score_gpt":0.2074880074313946,"score_spread":0.1971782758684762,"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."}}