{"id":"W4307238017","doi":"10.1029/2022ef003015","title":"Climate Change Determines Future Population Exposure to Summertime Compound Dry and Hot Events","year":2022,"lang":"en","type":"article","venue":"Earth s Future","topic":"Climate variability and models","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Climate change; Environmental science; Population; Coupled model intercomparison project; Mediterranean climate; Population growth; Representative Concentration Pathways; Climatology; Global warming; Climate model; Physical geography; Geography; Environmental protection; Environmental health; Ecology; Medicine; Geology; Biology","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":[0.0003166524,0.0001726789,0.0001151007,0.0002666418,0.0001701864,0.0004710765,0.0001558499,0.0003365446,0.003868362],"category_scores_gemma":[0.0009044536,0.000116548,0.0004116238,0.0003634302,0.0001392287,0.0003539263,0.0003649846,0.0002871573,0.0004280376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399549,"about_ca_system_score_gemma":0.000290284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238462,"about_ca_topic_score_gemma":0.01143815,"domain_scores_codex":[0.9998996,0.00002673552,0.000005237964,0.00002543246,0.00001376937,0.00002912874],"domain_scores_gemma":[0.9997219,0.0000628617,0.00008068015,0.00001357976,0.00006857979,0.00005239813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001616408,0.00006208612,0.9555133,0.00004147946,0.0001399191,0.0002366447,0.0002078054,0.02847096,0.001948647,0.001155877,0.002281785,0.009779841],"study_design_scores_gemma":[0.0000194258,0.00009772981,0.9343963,0.00002421762,0.00006615492,0.000129744,0.0006938344,0.05913585,0.0006209026,0.001625178,0.00316946,0.00002113132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938965,0.0001324525,0.0008682914,0.0003192161,0.00002113513,0.000007985712,0.001748514,0.00001915304,0.00298678],"genre_scores_gemma":[0.9986533,0.00009370953,0.0001252221,0.00002734293,0.000009518365,0.000005607567,0.0007598171,0.000002887679,0.0003226383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238462,"threshold_uncertainty_score":0.02462506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831366032504649,"score_gpt":0.2341878369649845,"score_spread":0.215874176639938,"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."}}