{"id":"W4404232810","doi":"10.1088/2515-7620/ad9140","title":"Escalating threat of human-perceived heatwaves in Brazil","year":2024,"lang":"en","type":"article","venue":"Environmental Research Communications","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Population; Climate change; Geography; Socioeconomic status; Climate model; Environmental science; Human health; Climatology; Demography; Environmental health; Ecology; Medicine; Sociology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001145212,0.00009726958,0.0001337752,0.0001549513,0.0003515327,0.00003728551,0.0006742112,0.0000628047,0.003698797],"category_scores_gemma":[0.00006639741,0.00009432363,0.00004537485,0.0004131094,0.0008859334,0.0002555111,0.001193009,0.0005441578,0.0008585312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606425,"about_ca_system_score_gemma":0.00001360892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009802724,"about_ca_topic_score_gemma":0.001162965,"domain_scores_codex":[0.998211,0.0003016882,0.0003122351,0.000240511,0.000510234,0.0004242875],"domain_scores_gemma":[0.9983027,0.0005542747,0.00002526889,0.0009740725,0.000002158365,0.0001415553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002057777,0.001093024,0.320145,0.0001259502,0.00001679907,0.00002110637,0.01481091,0.00009520907,0.5851911,0.002013026,0.004608736,0.0718585],"study_design_scores_gemma":[0.0002849078,0.0002080667,0.9773386,0.0003431981,0.000005916331,0.000006494158,0.002401611,0.003855031,0.002001566,0.0070735,0.006298236,0.0001829007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581589,0.001546412,0.000004208685,0.002836151,0.00001923561,0.0003479923,0.0000338416,0.00002816594,0.03702505],"genre_scores_gemma":[0.9957372,0.002833471,0.0004822833,0.00006290217,0.00001591818,0.00006493941,0.00005809143,0.00002073914,0.0007244782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6571935,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.216122892243303,"score_gpt":0.4839350860431314,"score_spread":0.2678121937998283,"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."}}