{"id":"W2494084469","doi":"","title":"Design and Implementation of a New Bridge Management System for the Ministry of Transport of Quebec","year":2007,"lang":"en","type":"article","venue":"","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Christian ministry; Bridge (graph theory); Ministry of Transport; Management system; Business; Operations management; Telecommunications; Engineering; Political science; Transport 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":[0.002657084,0.0002822471,0.0002087515,0.0008199055,0.002517261,0.003115818,0.00109651,0.0009797651,0.005925851],"category_scores_gemma":[0.003194147,0.0003164414,0.0002561986,0.0006483602,0.00070474,0.00106805,0.0009196667,0.0006488762,0.0005990521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01769976,"about_ca_system_score_gemma":0.03051463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.733043,"about_ca_topic_score_gemma":0.7602947,"domain_scores_codex":[0.998298,0.0004391568,0.00006966385,0.0002280581,0.000550867,0.0004143405],"domain_scores_gemma":[0.9973525,0.0001843869,0.0001098501,0.0002016664,0.001689453,0.0004620986],"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":[0.001301082,0.004204584,0.09689619,0.0005024098,0.0002148375,0.001815598,0.01485254,0.099821,0.1233262,0.03690341,0.04685237,0.5733098],"study_design_scores_gemma":[0.0009412261,0.0041321,0.1670879,0.0002981668,0.0003362715,0.0002677505,0.02191425,0.4185113,0.04099065,0.001825796,0.3433355,0.0003591135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8519713,0.0001333169,0.07642096,0.002220783,0.0002087362,0.005385828,0.0006921349,0.00269953,0.06026744],"genre_scores_gemma":[0.9012623,0.00009706929,0.06862317,0.0003693723,0.00001329732,0.0009247169,0.0006780181,0.0001478062,0.02788429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.266957,"threshold_uncertainty_score":0.5370584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814001487969805,"score_gpt":0.2855353221314205,"score_spread":0.2373953072517224,"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."}}