{"id":"W2285538328","doi":"10.1371/journal.pone.0145653","title":"Combining Synthetic Human Odours and Low-Cost Electrocuting Grids to Attract and Kill Outdoor-Biting Mosquitoes: Field and Semi-Field Evaluation of an Improved Mosquito Landing Box","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Department of Science and Technology, Ministry of Science and Technology, India; Wellcome Trust; Wellcome; Bill and Melinda Gates Foundation","keywords":"Biting; Malaria; Vector (molecular biology); Insect bites and stings; Biology; Anopheles; Toxicology; DEET; Veterinary medicine; Ecology; Medicine; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.001351237,0.0001524994,0.0003778854,0.0001419416,0.0001558721,0.00005533596,0.00006808776,0.00010616,0.00005892359],"category_scores_gemma":[0.002465658,0.000117651,0.00002543604,0.00008716755,0.00003825403,0.0001634241,0.00007856763,0.0002134805,0.000001104921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487194,"about_ca_system_score_gemma":0.00005954094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331491,"about_ca_topic_score_gemma":0.00006801699,"domain_scores_codex":[0.9983341,0.0001160356,0.0002928987,0.0003590924,0.0004949599,0.0004029598],"domain_scores_gemma":[0.9985863,0.0005762179,0.0001061043,0.0002273253,0.0002097442,0.0002943232],"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":[0.0003125223,0.0001908984,0.02202585,0.0002301955,0.0001186517,0.00000486038,0.0004172505,2.71615e-7,0.9495426,0.0001161656,0.000010169,0.02703053],"study_design_scores_gemma":[0.01139015,0.005878588,0.05199388,0.005468347,0.001148862,0.00004570339,0.001577216,0.02468352,0.8963933,0.0008925619,0.000007611978,0.000520248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952321,0.0001953106,0.000208167,0.002805633,0.00001523746,0.0008919243,0.000005534146,0.00003448392,0.0006116261],"genre_scores_gemma":[0.9990782,0.00004505128,0.0002950365,0.0002431707,0.0001672774,0.00006314967,0.00000532306,0.00002259264,0.00008018796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05314933,"threshold_uncertainty_score":0.4797667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036223570661301,"score_gpt":0.3166217018160074,"score_spread":0.2662594661093943,"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."}}