{"id":"W2116648869","doi":"10.1099/mic.0.2006/002006-0","title":"Comparative genomic hybridization and physiological characterization of environmental isolates indicate that significant (eco-)physiological properties are highly conserved in the species Escherichia coli","year":2007,"lang":"en","type":"article","venue":"Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz","keywords":"Escherichia coli; Biology; Adaptation (eye); Gene; Ecological niche; Niche; Genetics; Environmental stress; Population; Catabolism; Genome; Horizontal gene transfer; Bacteria; Microbiology; Operon; Biochemistry; Evolutionary biology; Ecology; Metabolism","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":[0.0001595263,0.0002928517,0.0002274143,0.0005215888,0.0001911274,0.0003310898,0.0001702691,0.0003168586,0.0006756516],"category_scores_gemma":[0.0004391182,0.0001244572,0.0002673444,0.0006431895,0.0002387704,0.0001796574,0.000309528,0.0002819144,0.0003187319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682342,"about_ca_system_score_gemma":0.0001523356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006417505,"about_ca_topic_score_gemma":0.0006749253,"domain_scores_codex":[0.9996578,0.00006015884,0.00003695007,0.0001141542,0.00005176204,0.0000793162],"domain_scores_gemma":[0.9996825,0.00008752376,0.00006950943,0.00005154018,0.00005863433,0.00005032945],"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":[0.0001220937,0.00005016293,0.005726822,0.00004338309,0.00001279382,0.00006993477,0.00008465305,0.00004400521,0.9914196,0.00006949345,0.00001805724,0.002339126],"study_design_scores_gemma":[0.0000163002,0.001132246,0.5627089,0.00003436143,0.0001582817,0.002157224,0.001199751,0.0008954044,0.4264066,0.000368347,0.004887922,0.00003473635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952207,0.0003463539,0.002418889,0.00003398951,0.000009472919,0.00001409527,0.000863824,0.00001585378,0.001076738],"genre_scores_gemma":[0.9937192,0.000371391,0.002667317,0.00007819005,0.00001067226,0.00003676554,0.002459275,0.00001604731,0.0006411311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006756516,"threshold_uncertainty_score":0.002260268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04333112362743793,"score_gpt":0.2417294442009612,"score_spread":0.1983983205735232,"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."}}