{"id":"W2583373929","doi":"10.1111/1462-2920.13683","title":"Ecotype diversification of an abundant Roseobacter lineage","year":2017,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; National Oceanic and Atmospheric Administration","keywords":"Phylotype; Biology; Roseobacter; Ecotype; Lineage (genetic); Operon; Clade; Evolutionary biology; Phylogenetics; Genetics; Ecology; Gene; Mutant","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949157,0.0003307891,0.0002525041,0.000954407,0.0002418399,0.0005398212,0.0002592692,0.0003541321,0.001113487],"category_scores_gemma":[0.0003363924,0.0001599774,0.0002762846,0.0007021242,0.0001739723,0.0001835639,0.0007749862,0.0002718875,0.000745512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222309,"about_ca_system_score_gemma":0.0002104287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793567,"about_ca_topic_score_gemma":0.002161678,"domain_scores_codex":[0.999661,0.00003586321,0.00002333132,0.0001381848,0.00006198954,0.0000796746],"domain_scores_gemma":[0.9997144,0.00002511737,0.00005240973,0.00005572824,0.00009434994,0.0000578267],"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":[0.0003170057,0.00002781363,0.06612975,0.00006840114,0.00004490723,0.0001804493,0.0003215078,0.00008317867,0.9200976,0.0002038337,0.0001502698,0.01237533],"study_design_scores_gemma":[0.00001168166,0.0001699724,0.9471241,0.00002973387,0.00006720573,0.001568148,0.0007561878,0.0005139466,0.04186362,0.0001345029,0.007729997,0.00003083265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964336,0.0003956039,0.0004611077,0.00003022026,0.000006729393,0.00001337057,0.0007870944,0.00002937617,0.001842831],"genre_scores_gemma":[0.9947028,0.00031716,0.001212145,0.00007574034,0.000009119147,0.00001573194,0.002239662,0.00004418835,0.001383401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001793567,"threshold_uncertainty_score":0.003724933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009325559138763019,"score_gpt":0.219603644534466,"score_spread":0.210278085395703,"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."}}