{"id":"W4213435782","doi":"10.3390/insects13030221","title":"Anopheles albimanus (Diptera: Culicidae) Ensemble Distribution Modeling: Applications for Malaria Elimination","year":2022,"lang":"en","type":"article","venue":"Insects","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministerio de Salud; Canada Research Chairs; Goddard Space Flight Center; Compute Canada; National Aeronautics and Space Administration","keywords":"Anopheles albimanus; Biology; Malaria; Anopheles; Parasite hosting; Parasitology; Distribution (mathematics); Protozoal disease; Virology; Zoology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033098,0.0005714881,0.0005205356,0.0006364086,0.000253875,0.000508567,0.0003776628,0.0002492629,0.0004832839],"category_scores_gemma":[0.002180957,0.000169903,0.0006195427,0.0003923478,0.0001103896,0.0005144432,0.000426113,0.0004881434,0.00008529948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805101,"about_ca_system_score_gemma":0.0004325703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454875,"about_ca_topic_score_gemma":0.01932489,"domain_scores_codex":[0.9998053,0.00009968328,0.000009345699,0.00004636233,0.00002289069,0.0000165655],"domain_scores_gemma":[0.9994346,0.0003165518,0.00007637357,0.00005272303,0.00008958582,0.00003013347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005482,0.00003986433,0.03327347,0.00003043491,0.0002782288,0.00003375128,0.00004645915,0.9080176,0.001176135,0.001153817,0.000798767,0.0550967],"study_design_scores_gemma":[0.000002574708,0.00001173389,0.003120235,0.000004563272,0.00001472398,0.000008566718,0.00001106664,0.9953622,0.0001497141,0.001022787,0.0002876914,0.000004097593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5351052,0.001427488,0.4583634,0.0006794507,0.00007082868,0.00004638737,0.001091802,0.0009959706,0.002219584],"genre_scores_gemma":[0.9576997,0.0003021617,0.04069726,0.00005308009,0.00002870986,0.00003448444,0.000635748,0.0000307905,0.0005182496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454875,"threshold_uncertainty_score":0.02892816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807946641771402,"score_gpt":0.2664240747111575,"score_spread":0.2483446082934435,"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."}}