{"id":"W184747786","doi":"","title":"Calibration and Testing of Simple Mass Balance Model for Quantifying Stormwater Management Benefit of an Extensive Green Roof","year":2009,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Stormwater management; Calibration; Environmental science; Simple (philosophy); Stormwater; Green roof; Surface runoff; Engineering; Civil engineering; Roof; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007170311,0.0006963667,0.0007100485,0.0003155184,0.0003892124,0.0006072431,0.001121837,0.001167595,0.001231864],"category_scores_gemma":[0.001304532,0.0004412685,0.0007081365,0.000282326,0.0003061765,0.0007298875,0.0005272093,0.0005962222,0.0002408093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008695626,"about_ca_system_score_gemma":0.0009993602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930851,"about_ca_topic_score_gemma":0.01179888,"domain_scores_codex":[0.9998192,0.00004081114,0.00001268417,0.00004614234,0.00005059255,0.00003074288],"domain_scores_gemma":[0.9994758,0.0002949896,0.00004732223,0.00004532189,0.0001141386,0.00002247845],"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":[0.00003999465,0.00006486636,0.002788761,0.00002062246,0.00001790146,0.00003263879,0.00001802552,0.9899887,0.003350821,0.0002195592,0.00008292025,0.003375209],"study_design_scores_gemma":[0.00001897401,0.00003772364,0.0008350015,0.000001507661,0.000005471893,0.000003914243,0.000006523157,0.9975854,0.001325647,0.00009846155,0.00007699336,0.000004340257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745335,0.00006751286,0.1202386,0.0001193343,0.00003027695,0.0002386257,0.000619677,0.0007837771,0.003368779],"genre_scores_gemma":[0.9854428,0.0000350525,0.01318211,0.00001670985,0.000004490216,0.0001174298,0.0001745895,0.00002621993,0.001000735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930851,"threshold_uncertainty_score":0.03839225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888759591294246,"score_gpt":0.2325674604500367,"score_spread":0.1936798645370942,"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."}}