{"id":"W7005744071","doi":"","title":"A Review of Municipal Asset Management Plans for Stormwater Asset Management Program in Selected Single-Tier Municipalities in Ontario: The Successful Implementation of O.Reg. 588/17","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asset management; Stormwater; Asset (computer security); Stormwater management; IT asset management; Green infrastructure; Service (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009891042,0.0003696693,0.0006238085,0.006594853,0.002753566,0.002757291,0.001934011,0.0006410794,0.001738611],"category_scores_gemma":[0.02733382,0.0006612448,0.0006605145,0.01711829,0.001434238,0.001180653,0.001098913,0.0007114894,0.000211476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07113076,"about_ca_system_score_gemma":0.2129394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9451035,"about_ca_topic_score_gemma":0.9846502,"domain_scores_codex":[0.9926704,0.001061709,0.00139072,0.0002463522,0.004084535,0.0005462333],"domain_scores_gemma":[0.9657066,0.006358822,0.005481192,0.0005978111,0.01997206,0.001883548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002086068,0.00009179638,0.06890694,0.07866384,0.0003206402,0.002325601,0.04455505,0.00176524,0.00308582,0.007229419,0.1182861,0.6745611],"study_design_scores_gemma":[0.00003184696,0.0001129278,0.2503277,0.03386217,0.0004346872,0.0004726917,0.02052892,0.0003200551,0.0006645075,0.0002506282,0.6928873,0.000106489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1451421,0.7383153,0.002903474,0.03227429,0.001255127,0.002585529,0.009784972,0.0001809648,0.06755839],"genre_scores_gemma":[0.3289426,0.6453441,0.008184622,0.002974898,0.0001614373,0.0008842887,0.005206242,0.00008025533,0.008221488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07113076,"threshold_uncertainty_score":0.5160922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07546348861092972,"score_gpt":0.3427130173083612,"score_spread":0.2672495286974315,"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."}}