{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003893104,0.00007241257,0.0001312349,0.0004911117,0.0001258472,0.0002680598,0.0001254712,0.00009934675,0.001109339],"category_scores_gemma":[0.00106455,0.00007344755,0.0001264629,0.0003554003,0.0001263878,0.0002993808,0.0002055687,0.0001803861,0.0001551591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101735,"about_ca_system_score_gemma":0.0001490569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458554,"about_ca_topic_score_gemma":0.004574904,"domain_scores_codex":[0.9998761,0.00003692646,0.00001143546,0.00003276721,0.00002213302,0.00002056132],"domain_scores_gemma":[0.9996668,0.0001160057,0.00009576366,0.00001814411,0.0000771187,0.00002616073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003689965,0.00008828619,0.8592335,0.0002340218,0.0001420692,0.0002499914,0.001077629,0.008712491,0.02307543,0.003847201,0.001575882,0.1013945],"study_design_scores_gemma":[0.00001071623,0.0002559984,0.973008,0.00005077427,0.00006248952,0.0006722211,0.0009596738,0.01621095,0.001604576,0.00188027,0.005264146,0.00001998871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901579,0.001187307,0.00293905,0.00014317,0.00001050783,0.00001927174,0.0005448969,0.00002109768,0.004976733],"genre_scores_gemma":[0.9977063,0.0006551618,0.0007309262,0.00001996101,0.00001018033,0.00001174724,0.0002863976,0.000004178122,0.0005750123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003458554,"threshold_uncertainty_score":0.006876886,"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."}}