{"id":"W4407567670","doi":"10.14796/jwmm.c540","title":"Drainage Discharge Design for Improved Hydrologic Performance of a Blue-Green Roof","year":2025,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Green roof; Environmental science; Drainage; Roof; Hydrology (agriculture); Geology; Civil engineering; Engineering; Geotechnical engineering; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001720651,0.0002543064,0.0001971758,0.0002328579,0.0002249127,0.0004618389,0.0003265357,0.0001845317,0.001334009],"category_scores_gemma":[0.0003423137,0.000103183,0.0002097759,0.0002472439,0.0001929418,0.0002495654,0.0002996866,0.0002114045,0.0001950914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481227,"about_ca_system_score_gemma":0.0006521207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007904748,"about_ca_topic_score_gemma":0.01793125,"domain_scores_codex":[0.9999064,0.00001584175,0.000003698103,0.00001466455,0.00003294675,0.00002645342],"domain_scores_gemma":[0.9998859,0.0000196963,0.00001490444,0.00001242058,0.0000514386,0.00001553787],"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":[0.0005125013,0.0005166467,0.05607541,0.0002619627,0.00004898032,0.0002441512,0.0003331488,0.5508425,0.3011526,0.001910211,0.001877498,0.08622448],"study_design_scores_gemma":[0.0001457986,0.001002064,0.07864688,0.00003149699,0.00008058586,0.0001127533,0.0005298568,0.7378942,0.1714392,0.001379223,0.008686051,0.00005201833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799518,0.00003546436,0.01695476,0.00004556264,0.00000634005,0.00003095588,0.0001772594,0.0001470812,0.002650783],"genre_scores_gemma":[0.9935724,0.00004026507,0.005482858,0.00001238474,0.000001066717,0.00001288351,0.00009576382,0.00002095361,0.0007614449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007904748,"threshold_uncertainty_score":0.01571745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203991325439625,"score_gpt":0.2252311109252875,"score_spread":0.204831978381325,"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."}}