{"id":"W2330051788","doi":"10.1061/41202(423)1","title":"Sewer System Performance Analysis Based on Monitoring and Modeling Technology in Plain Areas of the South of China","year":2011,"lang":"en","type":"article","venue":"","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Major Science and Technology Program for Water Pollution Control and Treatment; York University","keywords":"Sewerage; Environmental science; Sanitary sewer; Inflow; Drainage; Combined sewer; Hydrology (agriculture); Storm Water Management Model; Wastewater; Geographic information system; Current (fluid); Stormwater; Groundwater recharge; Environmental engineering; Engineering; Geology; Geotechnical engineering; Surface runoff; Groundwater; Aquifer; Remote sensing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008780422,0.00005323435,0.0001339243,0.0002467731,0.00001181119,0.000002067918,0.0000589833,0.00004897804,0.000001438579],"category_scores_gemma":[0.000002590024,0.00003566015,0.00002168393,0.0003678248,0.000007448339,0.00002940174,0.00001134712,0.00004423743,1.505438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000171089,"about_ca_system_score_gemma":0.000002461123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009025074,"about_ca_topic_score_gemma":0.00001667913,"domain_scores_codex":[0.9996457,0.000007781549,0.0001672293,0.000060713,0.00005527589,0.00006331025],"domain_scores_gemma":[0.9998007,0.000002775019,0.00002811948,0.0001444772,0.00001605448,0.000007856358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000236691,0.00000264111,0.2493735,0.00008756801,0.00001643083,8.329513e-8,0.0004330112,0.7499599,0.0000512599,0.00004886451,1.102946e-7,0.00002429596],"study_design_scores_gemma":[0.00009428528,0.000008952748,0.0289096,0.0001238288,0.00002223007,1.975925e-7,0.0003360196,0.9580631,0.01240486,0.000001554765,6.999864e-8,0.00003524847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634017,0.00001978373,0.03495084,0.000001774096,0.00005061689,0.00006150691,0.000001028247,0.00003696814,0.001475788],"genre_scores_gemma":[0.9992073,0.000001495023,0.000763163,1.912018e-7,0.000004978925,0.000004459005,2.826913e-7,0.000005934136,0.00001214849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204639,"threshold_uncertainty_score":0.1454179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106298769077493,"score_gpt":0.1634107071265643,"score_spread":0.152780830218815,"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."}}