{"id":"W4234648841","doi":"10.21203/rs.3.rs-33604/v3","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); Funnel; Malaria; Mosquito control; Biology; Ecology; Environmental science; Geography; Environmental engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002902937,0.000984203,0.0007288463,0.000657679,0.0004150449,0.0008206657,0.001766819,0.0008554282,0.001803132],"category_scores_gemma":[0.00379722,0.0004490362,0.0007455369,0.0003781967,0.0004809402,0.0010849,0.0007582172,0.0004269581,0.0004280976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006926192,"about_ca_system_score_gemma":0.0004976877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304438,"about_ca_topic_score_gemma":0.005761333,"domain_scores_codex":[0.9982863,0.0004992616,0.0001761234,0.0002968098,0.000556071,0.0001853434],"domain_scores_gemma":[0.9974159,0.0007011117,0.0004652726,0.000202661,0.0009228913,0.0002921793],"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":[0.01231752,0.00547586,0.1783527,0.002512352,0.0008093934,0.0004028259,0.001544655,0.02023879,0.6013047,0.0005564005,0.00205625,0.1744286],"study_design_scores_gemma":[0.001245438,0.1345201,0.4728636,0.0002843999,0.001379664,0.001773864,0.002301809,0.0769907,0.297185,0.0004037072,0.01059227,0.00045957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935557,0.0004611647,0.004190652,0.0000540894,0.00003412151,0.0005454834,0.0003113966,0.00006741377,0.000779941],"genre_scores_gemma":[0.9744484,0.000286674,0.02308549,0.00004951883,0.00001588269,0.0005972225,0.000618506,0.00001269156,0.0008855397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003304438,"threshold_uncertainty_score":0.01535237,"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."}}