{"id":"W4402695735","doi":"10.5376/jmr.2024.14.0021","title":"Population Dynamics and Seasonal Distribution of Mosquitoes","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Biology","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":[0.001803502,0.0001030424,0.0003393131,0.0002556948,0.00008140467,0.00009154541,0.0001203432,0.00009696915,0.00008674705],"category_scores_gemma":[0.0005386898,0.00007710147,0.000181332,0.0004349498,0.000120946,0.0002014275,0.00007233882,0.0005276156,0.000004458623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502143,"about_ca_system_score_gemma":0.0002791548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006572919,"about_ca_topic_score_gemma":0.00001352676,"domain_scores_codex":[0.9977208,0.0001391845,0.0004890923,0.000181567,0.001186437,0.0002829322],"domain_scores_gemma":[0.9984189,0.0002774622,0.000104707,0.0001764019,0.0007556381,0.0002669416],"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":[0.004387557,0.0009180853,0.1737515,0.003692413,0.0009397334,0.001215691,0.0004491596,0.000152188,0.02491732,0.06172169,0.02488676,0.7029679],"study_design_scores_gemma":[0.002103227,0.002144571,0.8670583,0.001757927,0.0004038613,0.0007441136,0.0008335726,0.1146624,0.0006796915,0.004322008,0.005116953,0.0001733784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868994,0.008268573,0.000730695,0.003272386,0.0002557532,0.0002087919,0.00007777342,0.00001232176,0.0002743373],"genre_scores_gemma":[0.9980401,0.0006003597,0.0001034202,0.00001910158,0.0006912934,0.000004383242,0.0000626683,0.00001774474,0.0004608622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7027945,"threshold_uncertainty_score":0.3144107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996619162362394,"score_gpt":0.3914299441009826,"score_spread":0.3614637524773586,"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."}}