{"id":"W4411047161","doi":"10.1088/2752-5295/ade17d","title":"Effectiveness of street trees in reducing air temperature and outdoor heat exposure in Las Vegas","year":2025,"lang":"en","type":"article","venue":"Environmental Research Climate","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Oceanic and Atmospheric Administration","keywords":"Las vegas; Environmental science; Air temperature; Meteorology; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001674738,0.0001367983,0.0002145693,0.0001999354,0.00009021666,0.00001474305,0.0001606748,0.0001122291,0.0001388698],"category_scores_gemma":[0.00008542546,0.0001288827,0.00002876428,0.0003847669,0.000411925,0.0002267033,0.0004046756,0.0003832606,0.00002930005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005608199,"about_ca_system_score_gemma":0.00001269843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139201,"about_ca_topic_score_gemma":0.001383682,"domain_scores_codex":[0.9978632,0.0005631915,0.0002576835,0.0004365272,0.0004225447,0.0004567993],"domain_scores_gemma":[0.9992969,0.0003719571,0.0000190702,0.0002422566,0.000001862275,0.00006796829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001101048,0.0001443192,0.6534432,0.00006142885,0.000003248608,0.00001867559,0.0002180343,0.0007089897,0.3443875,0.00002670859,0.00002760923,0.000850181],"study_design_scores_gemma":[0.0009107383,0.0001473629,0.9192251,0.000330606,0.000002574007,0.000001663041,0.0005043485,0.0001427093,0.0783345,0.0002651099,0.00004339397,0.0000919225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973201,0.0003557519,7.808282e-7,0.00008783841,0.00003394782,0.0005588254,0.00003331487,0.000008141291,0.001601334],"genre_scores_gemma":[0.9992599,0.0003365376,0.00006530213,0.00001279086,0.000006141773,0.00007600588,0.00002334987,0.00001239687,0.0002075714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266053,"threshold_uncertainty_score":0.5255685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109310605048905,"score_gpt":0.2893654418877106,"score_spread":0.2784343813828201,"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."}}