{"id":"W2535814589","doi":"10.14796/jwmm.r228-08","title":"Integrated Web-Based Flow Monitoring and Hydraulic Modeling in Erie County, New York","year":2008,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Sewerage; Division (mathematics); Environmental science; Combined sewer; Environmental planning; Engineering; Water resource management; Environmental resource management; Environmental engineering; Stormwater; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002641938,0.0003283385,0.000342535,0.0004301817,0.00038195,0.0008755848,0.0006873623,0.0005623014,0.002284737],"category_scores_gemma":[0.0008153563,0.0003774542,0.0002474088,0.0005971976,0.0002563579,0.0009719581,0.0005169454,0.000409976,0.0002990624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097479,"about_ca_system_score_gemma":0.001777852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5249664,"about_ca_topic_score_gemma":0.5791549,"domain_scores_codex":[0.999868,0.00002630549,0.000006570705,0.00004592412,0.00003057357,0.0000225746],"domain_scores_gemma":[0.9997048,0.0001204608,0.00001904377,0.00002564507,0.0001021327,0.00002784771],"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":[0.0003521901,0.0005803216,0.07283922,0.00007694097,0.000104073,0.000415424,0.0004101466,0.8861488,0.003870525,0.001476988,0.005780355,0.02794504],"study_design_scores_gemma":[0.00003765495,0.00001912605,0.01077343,0.0000043615,0.00001033773,0.000009579928,0.00008552986,0.9873953,0.0005024539,0.0001332793,0.001018756,0.00001022639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977023,0.00009349617,0.01323766,0.0001851678,0.00001564431,0.00009691477,0.002291902,0.0006818075,0.006374429],"genre_scores_gemma":[0.9822975,0.0001008356,0.01052335,0.0000187631,0.000007100885,0.0001476624,0.002203582,0.00006842424,0.004632709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5249664,"threshold_uncertainty_score":0.9556624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04469107687823941,"score_gpt":0.2170378212181622,"score_spread":0.1723467443399228,"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."}}