{"id":"W2993190439","doi":"10.1038/s41598-019-54260-5","title":"Rapid resistance to pesticide control is predicted to evolve in an invasive fish","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Ministry of Natural Resources and Forestry","funders":"Medical Research Council; Great Lakes Fishery Commission; Purdue University","keywords":"Fish <Actinopterygii>; Pesticide; Resistance (ecology); Biology; Toxicology; Fishery; Ecology","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":[0.0003376376,0.0002185415,0.0001784443,0.0003269007,0.0002489487,0.000422664,0.0002301371,0.0005732469,0.001432664],"category_scores_gemma":[0.0004064435,0.0001539007,0.0003715583,0.0001793468,0.0002432022,0.0003602337,0.0003217036,0.0004866277,0.000383039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007889576,"about_ca_system_score_gemma":0.0004146617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002940495,"about_ca_topic_score_gemma":0.003893396,"domain_scores_codex":[0.999886,0.00001463251,0.000006316972,0.0000394387,0.00002198247,0.00003165983],"domain_scores_gemma":[0.9997423,0.00004400244,0.0001137809,0.0000228303,0.00003562373,0.00004141467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001774233,0.0001476546,0.1308798,0.00008115597,0.0000946541,0.0007266586,0.0001801214,0.006808713,0.8390578,0.00291451,0.0002803786,0.01865111],"study_design_scores_gemma":[0.00005444492,0.001866248,0.8148823,0.00004553814,0.0002261727,0.003581599,0.001017995,0.05504263,0.1031179,0.00459842,0.01545095,0.0001157651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996179,0.000148425,0.001989805,0.0001468216,0.000005226437,0.000005983089,0.00008913829,0.00003700715,0.001398731],"genre_scores_gemma":[0.9961513,0.0002882112,0.001920592,0.00008308046,0.000006163118,0.00001133435,0.0001493536,0.00001285252,0.001377127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002940495,"threshold_uncertainty_score":0.005846798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006575599048495036,"score_gpt":0.2326772045212064,"score_spread":0.2261016054727114,"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."}}