{"id":"W6966399321","doi":"10.4224/40003134","title":"Nature Based Solutions to mitigate urban heat island effects in Canadian cities: literature review","year":2022,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Urban heat island; Climate change; Population; Global warming; Greenhouse gas; Building envelope; Air quality index; Climate resilience; Green infrastructure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001335307,0.001051355,0.001258219,0.006536642,0.001422672,0.002866435,0.001324884,0.001273713,0.007358298],"category_scores_gemma":[0.004215324,0.000378819,0.001542961,0.01022107,0.0008245049,0.001899782,0.0009678584,0.001311366,0.0006355331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005063432,"about_ca_system_score_gemma":0.02374287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2569194,"about_ca_topic_score_gemma":0.4040386,"domain_scores_codex":[0.9992815,0.00009613477,0.0001137791,0.00008778819,0.000336411,0.00008446454],"domain_scores_gemma":[0.9964619,0.00162193,0.0003096691,0.00005338958,0.001409395,0.0001436299],"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":[0.0000884544,0.0001375415,0.002018755,0.1479581,0.0003762538,0.0003018844,0.001407504,0.000855134,0.0005677742,0.00839131,0.04040984,0.7974875],"study_design_scores_gemma":[0.00001869167,0.00009206427,0.008549394,0.1069731,0.001605567,0.0004152858,0.002419314,0.0003770386,0.0004736511,0.0021481,0.8768489,0.0000790162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006196183,0.9946131,0.0001726149,0.001091683,0.0001700363,0.0000338856,0.0001981246,0.000008766114,0.003092101],"genre_scores_gemma":[0.004549286,0.9940797,0.0004228843,0.0003245184,0.00007152012,0.00001863301,0.0001097721,0.000003956531,0.0004197434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7430806,"threshold_uncertainty_score":0.510848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187191608601156,"score_gpt":0.2717946422076439,"score_spread":0.2599227261216323,"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."}}