{"id":"W1973294204","doi":"10.1371/journal.pgen.0030015","title":"Adaptive Diversification in Genes That Regulate Resource Use in Escherichia coli","year":2007,"lang":"en","type":"article","venue":"PLoS Genetics","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Ecotype; Gene; Transposable element; Genetics; Adaptation (eye); Allele; Escherichia coli; Mutant","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":[0.0001573803,0.0003002463,0.000237732,0.0004142073,0.0001484646,0.0003171409,0.0002074859,0.0004032193,0.0002898857],"category_scores_gemma":[0.0003956197,0.0001685036,0.0002103405,0.0003617302,0.0003536621,0.0001671067,0.0003769755,0.0003506847,0.0001750742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510922,"about_ca_system_score_gemma":0.0001407315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005792878,"about_ca_topic_score_gemma":0.0006096704,"domain_scores_codex":[0.9998764,0.00002207129,0.00001107057,0.00003230052,0.00003167656,0.00002648938],"domain_scores_gemma":[0.9997155,0.00009264858,0.00006321852,0.00004771711,0.00002921109,0.00005177603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001333905,0.00002191429,0.003238884,0.00001607469,0.000007019935,0.0001880951,0.00003880822,0.000307004,0.9923381,0.000257359,0.00002490296,0.003428509],"study_design_scores_gemma":[0.00006982715,0.0003347406,0.1956615,0.00001993557,0.00005008385,0.003297707,0.0003532701,0.01265353,0.7811006,0.002019995,0.004364931,0.000073917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973193,0.0002356584,0.001780059,0.0000672305,0.000005907187,0.000005521048,0.00008631234,0.00004647081,0.0004535792],"genre_scores_gemma":[0.9975073,0.0001114886,0.001687105,0.0000738507,0.000003636393,0.000009147438,0.000123353,0.00002189856,0.0004622305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005792878,"threshold_uncertainty_score":0.002547324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992150465033047,"score_gpt":0.2386923330974614,"score_spread":0.2087708284471309,"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."}}