{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008807586,0.0001649702,0.0001760781,0.00008728966,0.0009745104,0.00007242899,0.0006256198,0.0000386057,0.005433619],"category_scores_gemma":[0.0002100548,0.0001605553,0.00009226389,0.0008691522,0.0005122984,0.0001718068,0.0006893349,0.0008545907,0.001337243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092358,"about_ca_system_score_gemma":0.00006727385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682633,"about_ca_topic_score_gemma":0.00001802541,"domain_scores_codex":[0.995602,0.0006813447,0.0002078161,0.0006700744,0.001917327,0.0009214401],"domain_scores_gemma":[0.9985648,0.000391071,0.00002526152,0.0004785379,0.00001108604,0.0005292455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004835517,0.00009717831,0.001973438,0.00000374408,0.000006077572,0.00002745494,0.0005279576,0.0001450787,0.430547,0.00003320845,0.5662891,0.0003014602],"study_design_scores_gemma":[0.001980033,0.001135108,0.01941528,0.000008171553,0.00002108561,0.00002454764,0.0009748288,0.002672835,0.02818378,0.00173073,0.9429622,0.0008913547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753111,0.00002664011,0.0001610841,0.01870263,0.0001150857,0.0005200579,0.0001047673,0.00008435432,0.004974288],"genre_scores_gemma":[0.9896371,0.000004032149,0.00004210556,0.004849199,0.0001683122,0.0002900499,0.0001458192,0.00002847437,0.004834922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4023632,"threshold_uncertainty_score":0.9994403,"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."}}