{"id":"W4313535108","doi":"10.21203/rs.3.rs-2432364/v1","title":"Large-scale deployment of pyriproxyfen-treated Lehmann’s Funnel Entry Traps to control malaria mosquito populations","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mosquito control; Netting; Pyriproxyfen; Anopheles gambiae; Malaria; Biology; Sterile insect technique; Deltamethrin; Toxicology; Ecology; Geography; Larva; PEST analysis; Pesticide; Horticulture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005041502,0.0003311823,0.0003184319,0.0001999155,0.0004423705,0.0003390854,0.0006419023,0.0004433216,0.001915051],"category_scores_gemma":[0.0004512343,0.0001658548,0.0003547511,0.0001921165,0.0002551818,0.0003124427,0.0003600607,0.0004210572,0.0004504455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447157,"about_ca_system_score_gemma":0.000749399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707624,"about_ca_topic_score_gemma":0.01096341,"domain_scores_codex":[0.9996773,0.00007645487,0.00001097883,0.000101505,0.00007353639,0.00006030857],"domain_scores_gemma":[0.9997788,0.00004773365,0.0000401026,0.00002731564,0.0000452792,0.0000608512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002484967,0.00139904,0.01406141,0.0003557483,0.0001291125,0.0001272865,0.0003614086,0.004542074,0.8850896,0.0004544236,0.003152194,0.08784267],"study_design_scores_gemma":[0.001734723,0.02577871,0.279476,0.0001789864,0.0005388245,0.000358206,0.001475296,0.05669273,0.5988062,0.0009192215,0.03388802,0.0001530377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803464,0.0004491986,0.01426174,0.0003107652,0.0001134944,0.0006160797,0.001117285,0.0002721286,0.002512904],"genre_scores_gemma":[0.9590588,0.0002893577,0.03453562,0.0002257269,0.00002370909,0.0005657747,0.001218689,0.00002678421,0.004055595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004707624,"threshold_uncertainty_score":0.009360492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08910150199418858,"score_gpt":0.402263558225704,"score_spread":0.3131620562315154,"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."}}