{"id":"W4386907594","doi":"10.1038/d41586-023-02618-1","title":"Discrimination Has Trapped People of Color in Unhealthy Urban ‘Heat Islands’","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"People of color; Extreme heat; Excess heat; Urban heat island; Color discrimination; Skin color; Geography; Color vision; Biology; Computer science; Physics; Meteorology; Artificial intelligence; Ecology","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":[0.0007838472,0.0002780437,0.0002088293,0.0004970074,0.008880021,0.002127504,0.0006453693,0.001011994,0.007517074],"category_scores_gemma":[0.001295197,0.0001822291,0.0001738671,0.0008625001,0.005860167,0.001186022,0.002770703,0.001812803,0.0005554386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595677,"about_ca_system_score_gemma":0.001629815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06983354,"about_ca_topic_score_gemma":0.148389,"domain_scores_codex":[0.9993949,0.0001619677,0.000008718916,0.00005135948,0.00005306146,0.000329998],"domain_scores_gemma":[0.9989718,0.000128338,0.0001686898,0.0001022235,0.0001771962,0.0004516521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005781742,0.0005024448,0.4068156,0.000245269,0.00008754703,0.002287552,0.4895373,0.00009481287,0.00563054,0.01735421,0.01049577,0.06637072],"study_design_scores_gemma":[0.00001743662,0.000210777,0.308514,0.0001764536,0.00004464518,0.0007220593,0.6172993,0.0001402671,0.001240648,0.001622688,0.06994645,0.00006516504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892088,0.0001606945,0.00009578306,0.001120417,0.00008317047,0.000006195551,0.00002015557,0.000004742092,0.009300087],"genre_scores_gemma":[0.9949991,0.0001092957,0.0001142357,0.0006035846,0.00001979362,0.000004731665,0.00001608862,0.000007604554,0.004125641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06983354,"threshold_uncertainty_score":0.1388541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262028614513607,"score_gpt":0.2524283264784103,"score_spread":0.2298080403332743,"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."}}