{"id":"W4206236386","doi":"10.1029/2021gl096842","title":"Urban Heat Islands Significantly Reduced by COVID‐19 Lockdown","year":2022,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Megacity; Daytime; Urban heat island; Environmental science; Coronavirus disease 2019 (COVID-19); Climatology; Canopy; Atmospheric sciences; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Urbanization; Meteorology; Geography; Geology; Medicine; Ecology","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":[0.0001004217,0.0001974574,0.0001909236,0.000283041,0.0003279865,0.000397907,0.0002332397,0.0001754305,0.002121122],"category_scores_gemma":[0.000355107,0.00006621706,0.0002228158,0.0004215771,0.0002304432,0.0002460183,0.0006136856,0.0002583968,0.0001591186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00060992,"about_ca_system_score_gemma":0.0004739426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04777587,"about_ca_topic_score_gemma":0.06115313,"domain_scores_codex":[0.9999179,0.000007379877,0.000004133053,0.00001748499,0.0000122905,0.00004083521],"domain_scores_gemma":[0.9998248,0.00001096629,0.00004554191,0.00001553249,0.00005512159,0.00004815477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004277927,0.0001135114,0.9327788,0.0001133196,0.0001259915,0.0004564663,0.0008612373,0.002804548,0.01919912,0.0003051875,0.003308532,0.03950554],"study_design_scores_gemma":[0.000002714874,0.00003345186,0.9963805,0.000005429227,0.00001428673,0.00002402571,0.000550451,0.0007598866,0.0009755448,0.00003141121,0.001216945,0.000005446003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973921,0.00008532195,0.0002720426,0.00007130581,0.00001296787,0.00001084036,0.0007805274,0.00003768131,0.001337265],"genre_scores_gemma":[0.9989429,0.000030273,0.00009484879,0.00002308631,0.00000517327,0.000008321295,0.0006256645,0.000003735349,0.0002661506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04777587,"threshold_uncertainty_score":0.09499556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826137397015669,"score_gpt":0.2916992113745064,"score_spread":0.2634378374043497,"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."}}