{"id":"W4388630883","doi":"10.1038/d41586-023-03535-z","title":"Daily briefing: One-quarter of humanity exposed to dangerous levels of extreme heat in the last year","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Kingdom; Humanity; Extreme heat; Quarter (Canadian coin); Antifungal; Geography; Medicine; Political science; Archaeology; Climate change; Biology; Law; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002142915,0.0002342499,0.0001544307,0.0004278664,0.0005215366,0.000397346,0.0002664941,0.0007766226,0.01212163],"category_scores_gemma":[0.001607747,0.0001218709,0.0001909595,0.0004193962,0.0001363283,0.0004522816,0.0005308249,0.0004382016,0.00142635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004496537,"about_ca_system_score_gemma":0.0006270214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01846424,"about_ca_topic_score_gemma":0.03980572,"domain_scores_codex":[0.9998468,0.00003813453,0.00001674906,0.0000185203,0.00003421021,0.00004543546],"domain_scores_gemma":[0.9989917,0.00008375943,0.0004219651,0.00002781177,0.0001056736,0.0003692133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003303984,0.0002057998,0.7217995,0.0007985393,0.0001254045,0.001587355,0.005314926,0.000220277,0.006571432,0.0002840454,0.1145263,0.1482359],"study_design_scores_gemma":[0.000007139555,0.0002291585,0.9511423,0.0001994133,0.00003958199,0.001527191,0.009113296,0.0001300131,0.0003302564,0.000110494,0.03715559,0.00001557426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9510651,0.007722953,0.0004868354,0.01283464,0.001860326,0.00007880651,0.004960232,0.000338733,0.02065248],"genre_scores_gemma":[0.9779717,0.005596247,0.0003537419,0.003394746,0.0006469541,0.00006121127,0.001868996,0.00002411378,0.01008225],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01846424,"threshold_uncertainty_score":0.04055083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241902918685421,"score_gpt":0.3224471718770968,"score_spread":0.1982568800085547,"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."}}