{"id":"W2902700242","doi":"10.5539/jsd.v11n6p27","title":"Meta-Analysis of Storm Water Impacts in Urbanized Cities Including Runoff Control and Mitigation Strategies","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface runoff; Urbanization; Environmental science; Stormwater; Drainage; Water resource management; Storm; Storm Water Management Model; Urban runoff; Hydrology (agriculture); Flood control; Drainage system (geomorphology); Low-impact development; Flood myth; Water resources; Geography; Stormwater management; Meteorology; Ecology; Geology","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":[0.01469338,0.002124364,0.01001985,0.005585154,0.0005322856,0.002916152,0.001708307,0.001709169,0.003326704],"category_scores_gemma":[0.03087415,0.000933731,0.04344759,0.006651832,0.0005408368,0.001219331,0.00126113,0.001768144,0.0002662188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943526,"about_ca_system_score_gemma":0.003209865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008657718,"about_ca_topic_score_gemma":0.01467908,"domain_scores_codex":[0.9877052,0.006539592,0.002653394,0.00159117,0.001174617,0.0003360249],"domain_scores_gemma":[0.9785081,0.01661396,0.00228002,0.001138956,0.001165539,0.0002935069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00189018,0.00003107736,0.01167357,0.08673411,0.8826454,0.000164199,0.00006106679,0.001827004,0.0003353527,0.0002058537,0.000899087,0.01353313],"study_design_scores_gemma":[0.000311469,0.0002803011,0.009339882,0.006336079,0.9795976,0.0001079351,0.00004915355,0.0005180956,0.0002584304,0.0003975824,0.002779583,0.00002387533],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02445612,0.9650652,0.003439421,0.0007240197,0.0003804011,0.0003696323,0.004612459,0.0001128497,0.0008399096],"genre_scores_gemma":[0.6338387,0.3495017,0.008014114,0.001357558,0.0003384518,0.001116949,0.004925191,0.0001192477,0.0007880977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01469338,"threshold_uncertainty_score":0.07770693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982664489410613,"score_gpt":0.2481996562722923,"score_spread":0.2183730113781862,"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."}}