{"id":"W3114507233","doi":"10.1186/s12936-020-03532-x","title":"Assessment of novel Lehmann’s funnel entry trap prototypes performance to control malaria mosquito populations","year":2021,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Grand Challenges Canada","keywords":"Anopheles gambiae; Malaria; Mosquito control; Anopheles; Biology; Vector (molecular biology); Veterinary medicine; Parasitology; Trap (plumbing); Toxicology; Geography; Zoology; Medicine; Meteorology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009153016,0.0002253636,0.0005774964,0.000251406,0.0002480015,0.0001254153,0.0002227447,0.0001466043,0.002116878],"category_scores_gemma":[0.0004072108,0.0001917093,0.0002506437,0.0003718458,0.00004490186,0.0002184717,0.00007174945,0.0008465187,0.00002040958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779293,"about_ca_system_score_gemma":0.001241604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001942438,"about_ca_topic_score_gemma":0.00002335737,"domain_scores_codex":[0.9972997,0.0001375951,0.0007149163,0.0003124074,0.0009295643,0.0006058422],"domain_scores_gemma":[0.9978288,0.00007315472,0.0002013415,0.000432548,0.0008482987,0.0006158188],"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":[0.005717096,0.005238508,0.3664627,0.0008965131,0.002000746,0.001034759,0.0005394927,0.006165136,0.4429298,0.1458755,0.006392867,0.01674683],"study_design_scores_gemma":[0.00995606,0.001154264,0.9634928,0.0003009577,0.0002515526,0.001122435,0.0001724356,0.01874595,0.001817029,0.0001224948,0.002655319,0.0002086684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7464823,0.0007031754,0.1377043,0.09023448,0.001493278,0.004484083,0.0001588059,0.00009111915,0.01864846],"genre_scores_gemma":[0.9826396,0.00004282228,0.01344441,0.000728402,0.0006821108,0.0001411772,0.00002209383,0.00003282274,0.002266562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5970301,"threshold_uncertainty_score":0.9987953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714097642569818,"score_gpt":0.3336569025181999,"score_spread":0.2965159260925017,"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."}}