{"id":"W4414417275","doi":"10.1016/j.onehlt.2025.101212","title":"Composite function and Biomod2 for evaluating the influence of climate change on the distribution of Aedes aegypti and Aedes albopictus in China","year":2025,"lang":"en","type":"article","venue":"One Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Precipitation; Quarter (Canadian coin); Aedes albopictus; Distribution (mathematics); Chikungunya; Dengue fever; Aedes aegypti; Aedes","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":[0.000568061,0.00006162143,0.0001907856,0.00003201617,0.0001118516,0.000006717367,0.00002830658,0.00002361416,0.000001833883],"category_scores_gemma":[0.00009399747,0.00003635704,0.0000263155,0.0001138644,0.00005119484,0.00002655112,0.00002140091,0.00005680996,1.002575e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002841978,"about_ca_system_score_gemma":0.00004866687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005843809,"about_ca_topic_score_gemma":0.00006519828,"domain_scores_codex":[0.9993576,0.0000793116,0.0002150738,0.0001174045,0.00010106,0.0001294977],"domain_scores_gemma":[0.9994928,0.0001684623,0.0001239333,0.0001361633,0.00004838495,0.00003024122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006751795,0.0007602118,0.3509097,0.005491783,0.0001538635,4.982296e-7,0.001910983,0.0001169069,0.01679148,0.1042942,0.0001046398,0.5127138],"study_design_scores_gemma":[0.001166708,0.00102401,0.9898393,0.0006453447,0.00007011025,3.923883e-7,0.0001465629,0.006230852,0.0001053961,0.0007116354,0.00003403538,0.00002565655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842583,0.002197881,0.0001583364,0.0121991,0.0000261217,0.001050277,0.00007154226,0.000005409717,0.00003306301],"genre_scores_gemma":[0.9980906,0.0007463676,0.00002004536,0.000988973,0.00002151483,0.00009568292,0.00002871385,0.000003287186,0.000004801235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6389295,"threshold_uncertainty_score":0.1482597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891313177718236,"score_gpt":0.3637515890365476,"score_spread":0.3248384572593652,"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."}}