{"id":"W4410998685","doi":"10.1029/2024ef005629","title":"Increasing Mosquito Abundance Under Global Warming","year":2025,"lang":"en","type":"article","venue":"Earth s Future","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Laboratory Directed Research and Development","keywords":"Abundance (ecology); Environmental science; Global warming; Climate change; Climatology; Ecology; Biology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008849207,0.00009834021,0.0001470486,0.00004557689,0.0001449643,0.00002734711,0.00003883468,0.00009409714,0.0001483631],"category_scores_gemma":[0.00002906208,0.00008171643,0.00007379786,0.0004147746,0.00002952344,0.00006408623,0.00002791828,0.0001692974,0.00004915973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005032236,"about_ca_system_score_gemma":0.00008967558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621677,"about_ca_topic_score_gemma":0.0001372437,"domain_scores_codex":[0.9994159,0.00002557991,0.0001153272,0.000169751,0.00009683904,0.0001766142],"domain_scores_gemma":[0.9996625,0.00001433562,0.00002341429,0.0001884678,0.00004641946,0.00006492391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005668075,0.000515194,0.7379472,0.000388,0.0004855952,0.000180219,0.0003814817,0.0004758999,0.01099536,0.06023905,0.03507506,0.1527501],"study_design_scores_gemma":[0.0008742142,0.000111836,0.705799,0.0002256684,0.00008709019,0.0001981661,0.0003817996,0.0002736964,0.0008687776,0.0006343334,0.2904004,0.0001449983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651022,0.001040972,0.001297368,0.003386656,0.001096308,0.0001368571,0.000005013982,0.0001283508,0.0278063],"genre_scores_gemma":[0.993182,0.00002824539,0.001162739,0.00194169,0.0009411182,0.000003551078,0.000007643072,0.000006290342,0.002726709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2553253,"threshold_uncertainty_score":0.3332299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008202596591614713,"score_gpt":0.2933959299754202,"score_spread":0.2851933333838055,"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."}}