{"id":"W4245445693","doi":"10.21203/rs.3.rs-33604/v2","title":"Assessment of novel Lehmann’s Funnel Entry Trap prototypes performance to control malaria mosquito populations","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Trap (plumbing); Malaria; Funnel; Mosquito control; Biology; Environmental science; Immunology; Environmental engineering","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":[0.00266684,0.0009369445,0.0007608547,0.00068913,0.0004152198,0.0008551804,0.001680569,0.00082231,0.001814423],"category_scores_gemma":[0.003519701,0.0004412244,0.0007231295,0.0003918215,0.0004659505,0.001011116,0.0007145359,0.0004087585,0.0004262944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006652821,"about_ca_system_score_gemma":0.0004915534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003631476,"about_ca_topic_score_gemma":0.006667738,"domain_scores_codex":[0.9983327,0.0004733061,0.0001668226,0.0002876976,0.0005493468,0.0001900923],"domain_scores_gemma":[0.9975919,0.0006393821,0.0004282141,0.0001787902,0.0008736675,0.0002880294],"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":[0.01037295,0.004479839,0.1551295,0.002260574,0.0006910329,0.000383824,0.001368249,0.02002257,0.6375083,0.000571936,0.001918115,0.1652931],"study_design_scores_gemma":[0.001175289,0.1196044,0.4545511,0.0002879925,0.00131925,0.001764922,0.002417768,0.08098617,0.3247468,0.0004546015,0.01219077,0.0005009911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924381,0.0005260988,0.005031901,0.00006199813,0.00003671541,0.000591083,0.0003447946,0.00007567421,0.0008935907],"genre_scores_gemma":[0.9706497,0.0003204217,0.02660846,0.00005932969,0.00001696153,0.0006661294,0.0006165506,0.00001382712,0.001048522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003631476,"threshold_uncertainty_score":0.01410377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248115084938262,"score_gpt":0.4407430374239772,"score_spread":0.3159315289301511,"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."}}