{"id":"W4280554088","doi":"10.3390/su14106179","title":"Stormwater Utilities: A Sustainable Answer to Many Questions","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Variety (cybernetics); Stormwater; Stormwater management; Business; Environmental planning; Environmental economics; Risk analysis (engineering); Computer science; Economics; Surface runoff; Microeconomics; Environmental science","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":[0.007717734,0.0007374251,0.0009128937,0.001266752,0.004062099,0.01197926,0.001684917,0.01161955,0.01055842],"category_scores_gemma":[0.01445685,0.0003374821,0.0005660281,0.001925802,0.01243737,0.0275861,0.004367596,0.01121152,0.002684741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00462482,"about_ca_system_score_gemma":0.008772688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382187,"about_ca_topic_score_gemma":0.002370661,"domain_scores_codex":[0.9949648,0.002584341,0.0001892261,0.0003427682,0.001435714,0.0004831296],"domain_scores_gemma":[0.9919877,0.005294221,0.0003133974,0.000416642,0.001393218,0.0005947942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001903326,0.00003903457,0.0002299461,0.0002514942,0.00001309422,0.000151725,0.001336679,0.0008477652,0.0002247073,0.8239635,0.1281,0.04482304],"study_design_scores_gemma":[0.000004771646,0.00001475037,0.00008462147,0.0003040928,0.000003055397,0.00008301071,0.004088067,0.000334163,0.0001390897,0.5884035,0.4065218,0.00001897755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00223333,0.02458262,0.009164227,0.928466,0.005664196,0.00001513655,0.00007849935,0.0000646352,0.0297314],"genre_scores_gemma":[0.2983913,0.1409612,0.02353482,0.4094415,0.02949664,0.0001753505,0.0003505468,0.0005119992,0.09713674],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01197926,"threshold_uncertainty_score":0.04081571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005779617852334034,"score_gpt":0.2255039355543875,"score_spread":0.2197243177020534,"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."}}