{"id":"W2002759575","doi":"10.1016/j.cub.2009.08.007","title":"Bacterial Evolution: Dynamic Genomes and the Power of Transformation","year":2009,"lang":"en","type":"letter","venue":"Current Biology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Virulence; Horizontal gene transfer; Transformation (genetics); Pathogenicity island; Genome; Genetics; Gene; Host (biology); Pathogen; Gene transfer; Pathogenicity; Bacteria; Strain (injury); Evolutionary biology; Microbiology","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":[0.002128316,0.0005030583,0.00105123,0.0003441689,0.00107849,0.002599003,0.001030816,0.01392053,0.003421408],"category_scores_gemma":[0.007617853,0.0003207444,0.0004706552,0.0002984381,0.004532016,0.003580408,0.0008290926,0.01524029,0.002465836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724535,"about_ca_system_score_gemma":0.0005966363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005702505,"about_ca_topic_score_gemma":0.0009589201,"domain_scores_codex":[0.9991422,0.0002514966,0.00005421868,0.0001346454,0.0003335565,0.00008399349],"domain_scores_gemma":[0.9953318,0.003507634,0.0002055755,0.0002801718,0.0003629899,0.0003117784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009089789,0.00007594003,0.001429358,0.0003579542,0.00007387779,0.005644431,0.000323486,0.0008215033,0.004505567,0.1093921,0.7722138,0.1042532],"study_design_scores_gemma":[0.0002515637,0.0001046518,0.001117554,0.0001331327,0.00003499325,0.005080513,0.000306649,0.00175204,0.002452894,0.1493995,0.8393118,0.0000545062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002773114,0.01760755,0.002811997,0.9450715,0.02529287,0.00001228983,0.00006499637,0.00009537107,0.006270211],"genre_scores_gemma":[0.08939929,0.02893469,0.004162259,0.7295191,0.1262619,0.00008600401,0.00009876039,0.00008654234,0.0214514],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01392053,"threshold_uncertainty_score":0.01251251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006402954406612785,"score_gpt":0.2504118247631859,"score_spread":0.2440088703565731,"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."}}