{"id":"W6949474763","doi":"10.5281/zenodo.12800032","title":"Cityscapes, Climate, and Mental Health: Designing Cities for Thermal Wellbeing","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental health; Cognitive reframing; Urban design; Built environment; Urban planning; Public health; Climate change; Urban heat island; Sanitation","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":[0.0008602709,0.0003149687,0.0001729526,0.0003577498,0.001469733,0.004315776,0.0006690848,0.0006692759,0.00508874],"category_scores_gemma":[0.001701416,0.0002487748,0.0003869693,0.0006237966,0.002819567,0.001488913,0.003154432,0.0006778929,0.0003897747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510858,"about_ca_system_score_gemma":0.002705505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008142377,"about_ca_topic_score_gemma":0.02487338,"domain_scores_codex":[0.9993191,0.0004791742,0.00001489878,0.00003586398,0.00006511652,0.00008580222],"domain_scores_gemma":[0.9994901,0.0002023135,0.00005577656,0.00005066879,0.00006102486,0.0001401243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004969837,0.0004471964,0.1303388,0.002214338,0.0003665145,0.001559502,0.0736071,0.04502151,0.007929442,0.361662,0.05445801,0.3218985],"study_design_scores_gemma":[0.000148844,0.0006433434,0.1228201,0.001305213,0.0004849097,0.0009017979,0.1782069,0.02010134,0.006057769,0.2378735,0.4311728,0.0002836595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7016659,0.006946456,0.0920927,0.04533887,0.0007352181,0.0002963202,0.0007365961,0.0005530312,0.1516348],"genre_scores_gemma":[0.9692227,0.001674361,0.02297701,0.0007207213,0.00003731917,0.0001532536,0.0001153924,0.00006800615,0.005031278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008142377,"threshold_uncertainty_score":0.01702356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998127724182768,"score_gpt":0.2885741385759665,"score_spread":0.2285928613341388,"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."}}