{"id":"W7135200065","doi":"10.5376/jmr.2024.14.0028","title":"Development and Testing of New Biopesticides for Mosquito Control","year":2024,"lang":"","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopesticide; Mosquito control; Sustainability; Public health; Vector control; Chemical control; Stakeholder","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":[0.0009724165,0.0005884598,0.0003828919,0.0005881868,0.0002354679,0.0007371366,0.0003909188,0.0004730476,0.001009334],"category_scores_gemma":[0.0007104906,0.0001610387,0.0004551111,0.0003337077,0.0003358456,0.000731125,0.0004492227,0.0007577813,0.0003545397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313819,"about_ca_system_score_gemma":0.0005164979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003867886,"about_ca_topic_score_gemma":0.0008550505,"domain_scores_codex":[0.9994237,0.0001611098,0.00005727779,0.00007374518,0.0002365165,0.0000475752],"domain_scores_gemma":[0.9996424,0.00006722797,0.0001018587,0.00002815195,0.0001224255,0.00003799548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002753136,0.0006842734,0.002257525,0.001587531,0.00005349555,0.0002556805,0.00008697009,0.001796979,0.8987231,0.001632739,0.0005297146,0.09211664],"study_design_scores_gemma":[0.0001010931,0.01309188,0.005825755,0.0005607409,0.0001358696,0.0009231046,0.0001966451,0.00256057,0.9422747,0.000950537,0.03333446,0.00004460044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668967,0.0544177,0.05106333,0.001481244,0.0004853286,0.002058454,0.001507627,0.0001884063,0.02190131],"genre_scores_gemma":[0.8627617,0.04180271,0.08752761,0.0006850689,0.0001097912,0.0006473292,0.001073485,0.00002683228,0.005365547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001009334,"threshold_uncertainty_score":0.005142689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1883515111538683,"score_gpt":0.44059553090174,"score_spread":0.2522440197478718,"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."}}