{"id":"W2979849602","doi":"10.1111/eva.12878","title":"Assessing connectivity despite high diversity in island populations of a malaria mosquito","year":2019,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Malaria Research and Control","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; National Cancer Institute; School of Medicine, New York University; National Institutes of Health; Open Philanthropy Project; Silicon Valley Community Foundation; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation","keywords":"Biology; Anopheles gambiae; Malaria; Ecology; Mainland; Identification (biology); Vector (molecular biology); Evolutionary biology; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002105456,0.00007906064,0.0001976342,0.0001714861,0.0001557907,0.00001092607,0.0001044222,0.00007397721,0.0005023711],"category_scores_gemma":[0.00006350471,0.00008084387,0.00006026997,0.0004330762,0.00005735613,0.0002351767,0.0001404766,0.0001806493,0.00006771403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381343,"about_ca_system_score_gemma":0.0001631773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007566399,"about_ca_topic_score_gemma":0.0001754584,"domain_scores_codex":[0.9990709,0.0000613337,0.0001972005,0.0002311887,0.0002533341,0.0001860201],"domain_scores_gemma":[0.9992324,0.0001143194,0.0000727228,0.0003483426,0.0001455159,0.00008670962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001111596,0.0004321128,0.8019484,0.00005961677,0.00003062593,0.000002495301,0.00004669912,0.0003551666,0.006303066,0.1895989,0.0002779785,0.0008338137],"study_design_scores_gemma":[0.001247782,0.0000549132,0.9847578,0.00002753427,0.00002933981,0.000009220082,0.00006815001,0.004262175,0.00004946133,0.008954844,0.0004677245,0.00007105264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634067,0.0001665423,0.02519078,0.003922845,0.00004714272,0.001568963,0.0000745937,0.00004091443,0.005581474],"genre_scores_gemma":[0.9964128,0.000007448397,0.002693388,0.00004967668,0.00005798767,0.0001590368,0.0001178295,0.000007093096,0.0004948026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828094,"threshold_uncertainty_score":0.5500611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168917417303758,"score_gpt":0.313593858045255,"score_spread":0.2819046838722174,"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."}}