{"id":"W2605334683","doi":"10.1002/ece3.2666","title":"Implications of guppy (<i>Poecilia reticulata</i>) life‐history phenotype for mosquito control","year":2017,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association; University of Victoria","keywords":"Guppy; Poecilia; Biology; Mesocosm; Aquatic insect; Predation; Poeciliidae; Intraspecific competition; Ecology; Biomass (ecology); Habitat; Aquatic ecosystem; Larva; Mosquito control; Biological pest control; Insect; Zoology; Ecosystem; Fishery; Fish <Actinopterygii>","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":[0.0002311148,0.000262923,0.0002321419,0.0001753502,0.0002510697,0.0002970624,0.0001721561,0.0001858004,0.0008751629],"category_scores_gemma":[0.0002424382,0.00008031178,0.0001754723,0.0001054997,0.0002574491,0.0002110832,0.0002769362,0.0004171706,0.0000990758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544146,"about_ca_system_score_gemma":0.0001735926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848452,"about_ca_topic_score_gemma":0.005044979,"domain_scores_codex":[0.9998734,0.0000344099,0.00001033613,0.00004358153,0.00001759409,0.00002059784],"domain_scores_gemma":[0.9997709,0.00004105055,0.00009081694,0.00001527401,0.00001867792,0.0000632231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000426095,0.0002051113,0.1031626,0.0001664759,0.00006789328,0.0006075257,0.0002553487,0.0001879027,0.8815699,0.0002705273,0.0003921758,0.01268839],"study_design_scores_gemma":[0.000008723625,0.0009262763,0.9762738,0.00001443689,0.00003727043,0.000605567,0.0002841949,0.0003707369,0.01992371,0.0001099432,0.001431153,0.00001427604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985204,0.0002801979,0.0003539371,0.00009610041,0.000004477558,0.00001177195,0.0001752457,0.00001518656,0.0005424966],"genre_scores_gemma":[0.9978448,0.0002764687,0.0009980525,0.0001350882,0.00000539227,0.00002709681,0.0002171298,0.000008989015,0.0004869896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848452,"threshold_uncertainty_score":0.003675401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552501504157708,"score_gpt":0.2657371607996364,"score_spread":0.2502121457580594,"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."}}