{"id":"W4383199382","doi":"10.1016/j.buildenv.2023.110569","title":"Towards inclusive underground public transportation: Gender differences on thermal comfort","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thermal comfort; Urbanization; Autoencoder; Sustainable development; Public transport; Computer science; Transport engineering; Environmental economics; Environmental science; Civil engineering; Engineering; Geography; Meteorology; Artificial intelligence; Ecology; Economic growth; Economics","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":[0.0001207506,0.0001235839,0.0001068865,0.00008251468,0.0001403752,0.0000500219,0.00009818007,0.00005877415,0.00006365473],"category_scores_gemma":[0.000002033711,0.0001107772,0.00003142616,0.00008913945,0.00006219553,0.00005545034,0.0000323723,0.0001299482,0.00002590844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009035695,"about_ca_system_score_gemma":0.000007196355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001244779,"about_ca_topic_score_gemma":0.00001271517,"domain_scores_codex":[0.9991758,0.00001162068,0.0001182344,0.0001763033,0.0002548732,0.0002631498],"domain_scores_gemma":[0.9997438,0.00002814497,0.00001042503,0.0001223375,0.000002889016,0.00009244402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003610748,0.0001757163,0.04734636,0.0002708152,0.0004676312,0.0001250665,0.003234086,0.628629,0.04109247,0.1068264,0.0007954473,0.1710008],"study_design_scores_gemma":[0.000267578,0.00005576267,0.66924,0.00001104012,0.000009611509,0.000001391518,0.0002307122,0.3255252,0.00006490581,0.002576614,0.001784822,0.0002323703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929298,0.000131895,0.004489129,0.0003647493,0.00008179502,0.00008923841,0.00002281921,0.0001220149,0.001768515],"genre_scores_gemma":[0.9980829,0.001391691,0.0002236743,0.00002509463,0.00003875347,0.00002410011,0.00004267296,0.00002407025,0.0001470422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6218936,"threshold_uncertainty_score":0.4517365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779719583673143,"score_gpt":0.2436664959084197,"score_spread":0.2158693000716883,"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."}}