{"id":"W2542918300","doi":"10.1098/rsbl.2016.0590","title":"Biodiversity and ecosystem risks arising from using guppies to control mosquitoes","year":2016,"lang":"en","type":"review","venue":"Biology Letters","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Guppy; Biology; Poecilia; Biodiversity; Ecosystem; Ecology; Freshwater ecosystem; Aquatic ecosystem; Limiting; Predation; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008157716,0.0006826522,0.001168792,0.002313425,0.0003237428,0.00106227,0.0006317331,0.001681197,0.00307252],"category_scores_gemma":[0.001563078,0.0002274969,0.0005796139,0.001446509,0.0005920288,0.001264152,0.0007200008,0.001153516,0.0006787055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005480666,"about_ca_system_score_gemma":0.001229643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195075,"about_ca_topic_score_gemma":0.003386491,"domain_scores_codex":[0.9996797,0.00008758404,0.00005446007,0.0000476661,0.0001008807,0.00002965329],"domain_scores_gemma":[0.9992576,0.0004533554,0.0001346666,0.00001386406,0.0001036653,0.00003681388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000637027,0.0000452938,0.0003833522,0.03323992,0.0001704002,0.000282028,0.0001508222,0.0003711041,0.0008670738,0.0041431,0.01420273,0.9460806],"study_design_scores_gemma":[0.00002584015,0.0002357764,0.003751954,0.02812227,0.0004337469,0.003646119,0.0003682316,0.0001716526,0.0006704922,0.003632032,0.9588941,0.00004782238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001173503,0.998974,0.00004451738,0.000336273,0.00007990784,0.000002366318,0.000007659058,0.00000209827,0.0004359505],"genre_scores_gemma":[0.00103876,0.99844,0.00009248759,0.0001567525,0.00009486742,0.000003614073,0.000008828624,5.571997e-7,0.0001641554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00307252,"threshold_uncertainty_score":0.01027864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08723633413809442,"score_gpt":0.3500205815319807,"score_spread":0.2627842473938863,"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."}}