{"id":"W4283748420","doi":"10.3390/buildings12070925","title":"Nature-Based Solutions (NBSs) to Mitigate Urban Heat Island (UHI) Effects in Canadian Cities","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; National Research Council Canada","funders":"Infrastructure Canada","keywords":"Urban heat island; Environmental science; Population; Climate change; Environmental resource management; Environmental planning; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001064108,0.0006567208,0.0003234843,0.001197086,0.001972564,0.001718346,0.000999496,0.0005468881,0.001664159],"category_scores_gemma":[0.0009944717,0.000147083,0.0006097348,0.002015697,0.0009741783,0.0006593054,0.0009773164,0.0006289174,0.0001898101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01121003,"about_ca_system_score_gemma":0.02611263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8300104,"about_ca_topic_score_gemma":0.9437246,"domain_scores_codex":[0.9989901,0.0001398706,0.00002737068,0.00004213836,0.0006570342,0.0001434315],"domain_scores_gemma":[0.999413,0.00006291291,0.00003535474,0.00002282513,0.0004190725,0.00004688511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001170005,0.0001382461,0.01143826,0.01171229,0.000269157,0.0003620747,0.002420027,0.02270267,0.01384901,0.05367634,0.03533035,0.8479845],"study_design_scores_gemma":[0.0000210768,0.0002473347,0.02604137,0.003750996,0.0003975392,0.000136806,0.004111376,0.005357039,0.01271518,0.005159265,0.9419299,0.0001321226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.173722,0.4672426,0.0476927,0.01934903,0.001732159,0.0009723346,0.00333955,0.0005992071,0.2853505],"genre_scores_gemma":[0.5754584,0.3549433,0.04352852,0.002303315,0.0001389348,0.0002201823,0.001135581,0.0001176719,0.02215409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1699896,"threshold_uncertainty_score":0.3419814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004568227785294126,"score_gpt":0.195208207895181,"score_spread":0.1906399801098869,"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."}}