{"id":"W2104657582","doi":"10.1111/j.0014-3820.2003.tb00586.x","title":"THE EVOLUTION OF GENOMIC BASE COMPOSITION IN BACTERIA","year":2003,"lang":"en","type":"article","venue":"Evolution","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Composition (language); Evolutionary biology; Base (topology); Bacteria; Genetics; Computational biology","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":[0.000944484,0.0002350899,0.0003077833,0.001260083,0.0005273525,0.0007348211,0.0003374916,0.0006197131,0.0002555314],"category_scores_gemma":[0.003795994,0.0002214185,0.0003050079,0.0009615655,0.0005737834,0.000672169,0.0004733676,0.0003236968,0.0001699892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007605354,"about_ca_system_score_gemma":0.0003067053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999452,"about_ca_topic_score_gemma":0.002938592,"domain_scores_codex":[0.9994923,0.0001937178,0.00002761575,0.0001420599,0.0001035969,0.00004069788],"domain_scores_gemma":[0.9993981,0.0002106514,0.0001905555,0.00006299127,0.00008592555,0.00005186045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006106011,0.0001054698,0.5009274,0.0002983702,0.0004230835,0.0004836597,0.001120756,0.08715104,0.3080125,0.008962229,0.0003234898,0.09158137],"study_design_scores_gemma":[0.00003530737,0.0003518373,0.7314255,0.00008614032,0.0001899186,0.001509074,0.0006184544,0.200953,0.03596357,0.02421677,0.004498043,0.0001523728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910678,0.00126988,0.006787293,0.00007800746,0.00000726443,0.000007787147,0.0001091321,0.00005098515,0.000621882],"genre_scores_gemma":[0.9947243,0.000463005,0.004424554,0.00003405878,0.000004979862,0.000006653644,0.0001989495,0.00001549741,0.000127974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003999452,"threshold_uncertainty_score":0.007952332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005592685529543354,"score_gpt":0.2037340800105646,"score_spread":0.1981413944810213,"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."}}