{"id":"W2201123216","doi":"10.3846/13923730.2015.1111934","title":"LOCAL CLIMATE CHANGE AND URBAN HEAT ISLAND MITIGATION TECHNIQUES – THE STATE OF THE ART","year":2015,"lang":"en","type":"article","venue":"Journal of Civil Engineering and Management","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":511,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Urban heat island; Climate change; Urban climate; Environmental science; State of art; Civil engineering; Environmental planning; Geography; Urban planning; Architectural engineering; Environmental engineering; Meteorology; Engineering; Geology","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":[0.002098467,0.0005173331,0.001041715,0.001578404,0.0004137722,0.004013264,0.001266898,0.001270703,0.006718027],"category_scores_gemma":[0.002132397,0.0002839811,0.0007833418,0.002808039,0.001433909,0.002370006,0.0008332076,0.0009465195,0.001338576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007124213,"about_ca_system_score_gemma":0.001434151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097025,"about_ca_topic_score_gemma":0.001862814,"domain_scores_codex":[0.9985616,0.0004007982,0.00009828364,0.0003687048,0.0004522932,0.0001182486],"domain_scores_gemma":[0.9956908,0.002895629,0.0004476467,0.0002853279,0.0005927969,0.0000879045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001251927,0.0003052832,0.002556605,0.007813496,0.0001092221,0.00005737743,0.0003218237,0.003825556,0.002722555,0.01054074,0.002898895,0.9687233],"study_design_scores_gemma":[0.00002071418,0.001488992,0.03263632,0.01442369,0.000793799,0.001178443,0.004671602,0.01181461,0.01997091,0.02304172,0.8897253,0.0002339803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01723432,0.9451736,0.006799854,0.001770068,0.0003184044,0.00002838039,0.00009634936,0.00006259034,0.02851648],"genre_scores_gemma":[0.142733,0.8465561,0.004847826,0.0004363221,0.001031194,0.00002941866,0.0001735261,0.0000414141,0.004151114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006718027,"threshold_uncertainty_score":0.02247411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008519825847115421,"score_gpt":0.1854534106142017,"score_spread":0.1769335847670863,"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."}}