{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001243736,0.0001130592,0.000168109,0.00005075032,0.0003340487,0.00002541886,0.00008955507,0.00004083159,0.0001031907],"category_scores_gemma":[0.00003825407,0.0001177958,0.0001276248,0.0001593606,0.00001269764,0.00005815846,0.00004574153,0.0001078184,0.00001213211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494528,"about_ca_system_score_gemma":0.0001005208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005353309,"about_ca_topic_score_gemma":0.000005965054,"domain_scores_codex":[0.9990356,0.00002714994,0.0002095813,0.0002776174,0.0002316348,0.0002184483],"domain_scores_gemma":[0.999377,0.0000398551,0.00006714558,0.0002686799,0.0001480906,0.00009919128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006023125,0.005189873,0.00374122,0.001240761,0.0006509669,0.0001010869,0.001249352,0.03410502,0.1964239,0.3696985,0.03021516,0.3513611],"study_design_scores_gemma":[0.006324185,0.001062188,0.02015438,0.00003264147,0.0006521929,0.00006993195,0.0004675962,0.8363162,0.002631851,0.005743811,0.1260946,0.0004503376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.541207,0.001733988,0.4430226,0.006925208,0.0003181568,0.004024038,0.0007297017,0.0002495781,0.001789815],"genre_scores_gemma":[0.9938302,0.00001326932,0.0002328802,0.0006729336,0.0002511016,0.002654696,0.001987138,0.00002096551,0.0003367986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8022112,"threshold_uncertainty_score":0.4803575,"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."}}