{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002078865,0.0004708022,0.002104748,0.0002180984,0.0001478301,0.00003933006,0.0002012353,0.0003992669,0.00008945729],"category_scores_gemma":[0.0001118741,0.0003092233,0.0004566094,0.00008751884,0.000115611,0.00004186024,0.0001309756,0.0002148743,0.0001536488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892869,"about_ca_system_score_gemma":0.000117429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003205172,"about_ca_topic_score_gemma":0.00001391575,"domain_scores_codex":[0.9978798,0.0003387174,0.0004716778,0.0007510662,0.0001052785,0.0004534473],"domain_scores_gemma":[0.998457,0.0004329638,0.0003063257,0.0004724121,0.00004483814,0.0002864195],"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":[0.0001991879,0.00004531632,0.007157249,0.003311806,0.002266224,0.0002001271,0.00004925036,4.618191e-7,0.001462856,0.00003835093,0.005863396,0.9794058],"study_design_scores_gemma":[0.001415356,0.00008929239,0.0005857587,0.006677751,0.003815739,0.00004133943,0.00002468535,0.00001385062,0.000002276625,0.000007911788,0.9869078,0.0004182674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01826892,0.9743031,0.001136049,0.001800195,0.0006637084,0.001182493,0.002558075,0.00006931806,0.0000181043],"genre_scores_gemma":[0.007118534,0.9856246,0.0002323034,0.005442932,0.001274039,0.00004906793,0.0002082884,0.00003772142,0.0000125483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810444,"threshold_uncertainty_score":0.999936,"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."}}