{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002624823,0.0009107509,0.0006627293,0.0006431993,0.000389146,0.0006865999,0.001614547,0.0007228677,0.001633372],"category_scores_gemma":[0.00311649,0.0003819022,0.000684856,0.000359702,0.000444585,0.0008425789,0.0006081214,0.0003492934,0.0003696982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090228,"about_ca_system_score_gemma":0.0004997287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782647,"about_ca_topic_score_gemma":0.006472339,"domain_scores_codex":[0.9986238,0.0003443745,0.0001355316,0.0002418953,0.0004972568,0.000157166],"domain_scores_gemma":[0.9978957,0.0005501388,0.0004517481,0.0001405209,0.0007271947,0.0002346174],"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":[0.008167145,0.003992712,0.1867334,0.002247169,0.000585824,0.0004501656,0.001653677,0.0140048,0.6228282,0.0004702028,0.001646608,0.1572202],"study_design_scores_gemma":[0.0009463801,0.104808,0.5529115,0.0002792592,0.001224145,0.002457698,0.002109054,0.04731529,0.2761818,0.0003532159,0.01100845,0.0004052453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933682,0.0005055385,0.004219489,0.00006019579,0.00002761126,0.0005776438,0.0003405053,0.00006100832,0.0008398782],"genre_scores_gemma":[0.9668688,0.0004057917,0.03028829,0.00004976154,0.0000161666,0.0006619482,0.0007577254,0.00001254951,0.0009390491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002782647,"threshold_uncertainty_score":0.01388156,"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."}}