{"id":"W6930485824","doi":"10.5281/zenodo.12800033","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":"Plant biochemistry and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"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":[0.0008824554,0.0003338229,0.0001988285,0.0003941519,0.001786652,0.004617499,0.0007479257,0.0007405914,0.006087782],"category_scores_gemma":[0.001678103,0.0002725735,0.0004303238,0.0006432012,0.003188019,0.001744925,0.003538972,0.0007852502,0.0005113566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823539,"about_ca_system_score_gemma":0.003016476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009085351,"about_ca_topic_score_gemma":0.02758534,"domain_scores_codex":[0.9993424,0.0004461773,0.00001471148,0.00004061567,0.00006201572,0.00009407579],"domain_scores_gemma":[0.9994721,0.0001735642,0.00005912296,0.00005321044,0.00006743213,0.0001746788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004484024,0.000400534,0.1232864,0.00214936,0.0003523147,0.001492533,0.06798466,0.03296839,0.007223416,0.3939294,0.06459355,0.305171],"study_design_scores_gemma":[0.000132936,0.0005384668,0.1209846,0.001264206,0.00042216,0.0008045406,0.1676781,0.01424177,0.005349671,0.2460494,0.4422587,0.0002756372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.657851,0.007997845,0.0955975,0.06347149,0.0009415302,0.0003347229,0.0009355134,0.0007031509,0.1721672],"genre_scores_gemma":[0.9647746,0.001910482,0.02575907,0.0009281415,0.00004616227,0.000172567,0.000143538,0.00008203347,0.006183472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009085351,"threshold_uncertainty_score":0.02036566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007536946418315,"score_gpt":0.2388110880646207,"score_spread":0.2187357186004376,"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."}}