{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001967369,0.0002326549,0.0001021451,0.0001763479,0.0001969539,0.0004118968,0.0002129405,0.0002365761,0.002089893],"category_scores_gemma":[0.00073584,0.0001025832,0.0002729493,0.0002852842,0.0003185345,0.0003816701,0.0002834831,0.0002712459,0.0001701816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543275,"about_ca_system_score_gemma":0.001413134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3599724,"about_ca_topic_score_gemma":0.3586137,"domain_scores_codex":[0.9999201,0.00001251871,0.000002852269,0.00002641315,0.00001748737,0.00002057772],"domain_scores_gemma":[0.9998662,0.00002016573,0.0000318441,0.0000102798,0.00005339764,0.00001809923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001052207,0.00004430368,0.3478177,0.0001701164,0.00014149,0.0001817508,0.0003646702,0.5906965,0.01171491,0.007387624,0.009661516,0.03171419],"study_design_scores_gemma":[0.00002505214,0.00009826427,0.3543872,0.00004899151,0.00007530835,0.00008427671,0.0006322804,0.6292226,0.002688525,0.004356124,0.008347199,0.00003417091],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737727,0.0002790705,0.009330425,0.001572076,0.00005894693,0.00002475406,0.002855107,0.0002097086,0.01189711],"genre_scores_gemma":[0.9983138,0.0001002116,0.0006229992,0.00005082366,0.00000568248,0.000005097834,0.0003177597,0.000004484943,0.0005790629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3599724,"threshold_uncertainty_score":0.7157542,"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."}}