{"id":"W4389558645","doi":"10.1088/1742-6596/2654/1/012145","title":"Time-evolving Impact of Trees on Street Canyon Microclimate","year":2023,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Microclimate; Environmental science; Urban heat island; Shortwave radiation; Meteorology; Atmospheric sciences; Sensible heat; Wind speed; Shortwave; Shading; Canyon; Evapotranspiration; Tree canopy; Thermal comfort; Weather Research and Forecasting Model; Geography; Canopy; Radiative transfer; Ecology; Geology; Radiation","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":[0.0002016441,0.0001306245,0.0002910277,0.00005326581,0.0000734219,0.00002659854,0.0002222009,0.00003749163,0.0007264713],"category_scores_gemma":[0.00002058657,0.00009891802,0.000149049,0.000279604,0.0001733429,0.0004818531,0.00007202104,0.000165114,0.0002027979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114259,"about_ca_system_score_gemma":0.0001146618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004952694,"about_ca_topic_score_gemma":0.0009303543,"domain_scores_codex":[0.9989924,0.00003753679,0.0002868556,0.000105667,0.0003275253,0.0002499454],"domain_scores_gemma":[0.9992361,0.00005040652,0.0004045797,0.0001490634,0.00005294379,0.0001069072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002236034,0.0001675244,0.7055766,0.00004169041,0.0001007046,0.00003451849,0.003242867,0.003805757,0.2394158,0.0005410149,0.02978007,0.01706989],"study_design_scores_gemma":[0.0006062423,0.002858113,0.930662,0.0002823465,0.00004931698,0.00001420935,0.001327933,0.0008151457,0.0586815,0.004028757,0.0003617293,0.0003126757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980897,0.00001369572,0.00005131952,0.0002452766,0.00005741603,0.00005277814,0.00002833467,0.00001322556,0.001448232],"genre_scores_gemma":[0.998941,0.0001225611,0.0001533315,0.00002550349,0.00008684299,6.248151e-7,0.000003656567,0.00001155255,0.0006549039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2250854,"threshold_uncertainty_score":0.7954352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505934928250195,"score_gpt":0.2791912438679239,"score_spread":0.254131894585422,"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."}}