{"id":"W2947408142","doi":"10.1186/s13071-019-3508-6","title":"Efficacy of the mermithid nematode, Romanomermis iyengari, for the biocontrol of Anopheles gambiae, the major malaria vector in sub-Saharan Africa","year":2019,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Malaria Research and Control","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Anopheles gambiae; Biology; Larva; Nematode; Anopheles; Entomopathogenic nematode; Biological pest control; Mosquito control; Entomology; Vector (molecular biology); Parasitology; Toxicology; Veterinary medicine; Malaria; Ecology; Zoology; 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":[0.0009774009,0.0002775719,0.0007073922,0.0001403886,0.0001369108,0.00003327498,0.0007245738,0.0001383753,0.0002914323],"category_scores_gemma":[0.0008079903,0.000131694,0.0004734229,0.000646257,0.0002679648,0.00006730281,0.00009742195,0.000429153,0.00003906543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004914212,"about_ca_system_score_gemma":0.0002417936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004681237,"about_ca_topic_score_gemma":0.0002155901,"domain_scores_codex":[0.9975259,0.0002978998,0.0006210096,0.0003555948,0.0005918028,0.0006077632],"domain_scores_gemma":[0.9956021,0.002723526,0.0003010041,0.001076634,0.0001866504,0.0001100683],"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":[0.007662041,0.001125593,0.3576926,0.0008807821,0.001568644,0.00001283987,0.001277069,0.0001179041,0.6150204,0.005049423,0.004235325,0.005357402],"study_design_scores_gemma":[0.006485987,0.0004105088,0.9518239,0.0002022286,0.0003525062,0.00001036797,0.0001083247,0.002412577,0.03409757,0.000102399,0.003825762,0.0001678441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803223,0.007217958,0.00004648025,0.005822325,0.0002465982,0.005394418,0.00006544514,0.00002574267,0.0008587436],"genre_scores_gemma":[0.9983633,0.0001137072,0.00003615662,0.0001410841,0.0001255167,0.00035376,0.00001200575,0.00004183075,0.000812643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5941314,"threshold_uncertainty_score":0.5370325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255210756492999,"score_gpt":0.2659970860437351,"score_spread":0.2534449784788051,"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."}}