{"id":"W2306838452","doi":"10.14796/jwmm.r241-10","title":"Online Monitoring of Combined Sewer Systems: Experiences and Application in Modeling","year":2011,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Combined sewer; Computer science; Sanitary sewer; Systems engineering; Environmental science; Pollutant; System dynamics; Civil engineering; Construction engineering; Engineering; Environmental engineering; Stormwater; Surface runoff","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006945494,0.0008131771,0.000707127,0.0003497542,0.0005333842,0.0008754031,0.001097908,0.001447526,0.001393483],"category_scores_gemma":[0.001877294,0.0003647067,0.0004489746,0.0005595178,0.0004590153,0.001662725,0.0005541143,0.0007531845,0.0002034916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146359,"about_ca_system_score_gemma":0.0003642869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116748,"about_ca_topic_score_gemma":0.0106296,"domain_scores_codex":[0.9995198,0.0001770106,0.00001876395,0.0001015395,0.0001444349,0.00003853601],"domain_scores_gemma":[0.9980848,0.001258199,0.00007348032,0.0002303018,0.0002680329,0.00008509027],"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":[0.001534552,0.003962571,0.04714385,0.0003748838,0.0001906957,0.0008297549,0.002187291,0.5951177,0.06990766,0.001912139,0.002987482,0.2738513],"study_design_scores_gemma":[0.00005005418,0.0005041577,0.009121611,0.000009152696,0.00004143042,0.00007609399,0.0002500543,0.9664553,0.02139119,0.0007705924,0.001298449,0.0000318953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508959,0.0002031875,0.04489164,0.0001491231,0.00001805229,0.00004988145,0.0001824636,0.0006150212,0.002994731],"genre_scores_gemma":[0.9888701,0.0001099479,0.009769747,0.00001085268,0.000007934794,0.00001729885,0.00008709145,0.00003918162,0.001087801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116748,"threshold_uncertainty_score":0.02220494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632692494034208,"score_gpt":0.2319182151066838,"score_spread":0.1955912901663417,"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."}}