{"id":"W4402695730","doi":"10.5376/jmr.2024.14.0019","title":"Role of Climate and Environmental Changes in Mosquito Population Dynamics","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Population; Ecology; Environmental science; Dynamics (music); Biology; Geography; Environmental health; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00155874,0.0001074386,0.0003414354,0.0005865602,0.00004827906,0.0000540291,0.0001213914,0.00009265832,0.0001171504],"category_scores_gemma":[0.0001115755,0.00008602914,0.000101537,0.0002752439,0.00008774102,0.0001422877,0.0001119447,0.0005012079,0.000004695033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655512,"about_ca_system_score_gemma":0.0000772666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009520461,"about_ca_topic_score_gemma":0.0001552849,"domain_scores_codex":[0.998018,0.0001284842,0.0004433005,0.000195363,0.000863662,0.0003511789],"domain_scores_gemma":[0.9992933,0.000162239,0.00009245031,0.0001792713,0.00007511883,0.0001975885],"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":[0.002307028,0.0007044122,0.2721115,0.001295822,0.0002237933,0.0007604778,0.001079806,0.00009230075,0.1413693,0.002545468,0.0004429052,0.5770671],"study_design_scores_gemma":[0.003423931,0.003071178,0.863849,0.00205834,0.0002487465,0.0005477176,0.008083322,0.1099331,0.002196799,0.002537301,0.003799579,0.0002509713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847949,0.01275117,0.000007986736,0.001583369,0.0001068587,0.000264358,0.00004597466,0.000006365104,0.0004390095],"genre_scores_gemma":[0.994633,0.004719221,0.00007487575,0.00002844341,0.0003660991,0.000008226601,0.00002103401,0.00002357271,0.000125581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5917375,"threshold_uncertainty_score":0.3508167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791538325792412,"score_gpt":0.3471417605200826,"score_spread":0.3292263772621585,"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."}}