{"id":"W4317542714","doi":"10.5772/intechopen.109603","title":"Dengue Reduction through Vector Control","year":2023,"lang":"en","type":"book-chapter","venue":"Infectious diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University","keywords":"Dengue fever; Vector (molecular biology); Aedes aegypti; Aedes albopictus; Transmission (telecommunications); Environmental health; Medicine; Hygiene; Population; Vector control; Virology; Biology; Ecology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005526231,0.0005953655,0.0009364462,0.000205202,0.000187863,0.00007480682,0.0001221002,0.0003978736,0.001845503],"category_scores_gemma":[0.0001857215,0.0005606625,0.0009297094,0.00008304529,0.0001594179,0.0001185215,0.00004830439,0.0004225594,0.001815779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479247,"about_ca_system_score_gemma":0.0004154581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094747,"about_ca_topic_score_gemma":0.00002287511,"domain_scores_codex":[0.997714,0.000031835,0.0004964341,0.0007629283,0.0005507336,0.0004441081],"domain_scores_gemma":[0.9980955,0.0001273094,0.0002806826,0.0007725416,0.0002973655,0.0004266231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004453368,0.002601056,0.01575601,0.004493993,0.01421397,0.00526185,0.0003568788,0.0002881603,0.0008124664,0.4811131,0.3851969,0.08545225],"study_design_scores_gemma":[0.02256865,0.002566849,0.03997884,0.003260645,0.02719635,0.0009155206,0.0001058448,0.0003016602,0.00005459048,0.1123109,0.787307,0.003433229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005119951,0.02521757,0.0006017944,0.002436972,0.008827732,0.006302882,0.003953167,0.005717584,0.9418224],"genre_scores_gemma":[0.6249679,0.001277816,0.000004416769,0.001024666,0.00457861,0.0002946514,0.0006458273,0.0003122931,0.3668938],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.619848,"threshold_uncertainty_score":0.9996845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379471794710893,"score_gpt":0.2582979146364638,"score_spread":0.2445031966893549,"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."}}