{"id":"W2884351150","doi":"","title":"Application of a Coupled Urban Surface Boundary Layer Model to Assess the Impact of Roof Albedo Increase on Low-level Temperature in Chicago","year":2004,"lang":"en","type":"article","venue":"26th Agricultural and Forest Meteorology/13th Air Pollution/5th Urban Environment/16th Biometeorology and Aerobiology","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Albedo (alchemy); Urban heat island; Environmental science; Boundary layer; Roof; Atmospheric sciences; Meteorology; Geography; Geology; Engineering; Civil engineering; Aerospace engineering","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":[0.0003797229,0.0007693787,0.0008769359,0.0003577735,0.0009395893,0.0009990617,0.0009314238,0.001466237,0.00171725],"category_scores_gemma":[0.0006366953,0.0006971855,0.0007312256,0.0004563055,0.0006110001,0.0005938202,0.0006781323,0.0009105288,0.0001581543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796124,"about_ca_system_score_gemma":0.001900436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2180773,"about_ca_topic_score_gemma":0.1181822,"domain_scores_codex":[0.9998264,0.00004553794,0.000007241363,0.00004867719,0.00001974044,0.00005238537],"domain_scores_gemma":[0.9995454,0.000182145,0.00003337199,0.00002849214,0.0001023479,0.0001082474],"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":[0.0002306257,0.0001613735,0.01117203,0.00001266561,0.00006673596,0.00007729291,0.00004163139,0.9844707,0.001635409,0.0002458712,0.0003775647,0.001508007],"study_design_scores_gemma":[0.00005743485,0.00002882195,0.003035907,0.000001498891,0.00001718796,0.000002408723,0.00003064469,0.996376,0.0003172845,0.00006581547,0.00005798245,0.000009066997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947001,0.0000432948,0.002824762,0.0001604485,0.00003843983,0.00001559032,0.0003411761,0.0002223737,0.001653974],"genre_scores_gemma":[0.9982902,0.00001570587,0.0009701265,0.000021238,0.00000621292,0.00001323595,0.0002773194,0.00001970318,0.0003862361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2180773,"threshold_uncertainty_score":0.433616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250090452304086,"score_gpt":0.2275741034456502,"score_spread":0.2150731989226093,"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."}}