{"id":"W2941951730","doi":"10.3390/genes10050325","title":"Metagenomics-Guided Survey, Isolation, and Characterization of Uranium Resistant Microbiota from the Savannah River Site, USA","year":2019,"lang":"en","type":"article","venue":"Genes","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Illinois at Chicago; Savannah River National Laboratory; University of Illinois at Urbana-Champaign","keywords":"Metagenomics; Biology; Microbial ecology; Burkholderia; Phylum; Soil microbiology; Microbiology; Ecology; Bacteria; Soil water; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000248939,0.00006935828,0.0001202779,0.000009099688,0.0001072566,0.000007795484,0.0001643277,0.00006061666,0.003025461],"category_scores_gemma":[0.000009209988,0.00005309617,0.00002115207,0.00006668922,0.0001674416,0.00006727706,0.0001843453,0.00005729889,0.0002881447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000138679,"about_ca_system_score_gemma":0.000006356478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00425759,"about_ca_topic_score_gemma":0.006498409,"domain_scores_codex":[0.9992903,0.0003130446,0.0001419257,0.0001344182,0.00002938921,0.00009084777],"domain_scores_gemma":[0.9994744,0.000144422,0.00009682694,0.0002572659,0.00001125756,0.00001580066],"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":[0.00003434335,0.00000975543,0.2747613,0.000001591982,0.00001035129,5.364004e-8,0.0004279068,0.00001547824,0.7242331,0.000006221654,0.0004238094,0.00007608406],"study_design_scores_gemma":[0.0001268978,0.00002385594,0.9766041,0.000001779322,0.00001033583,6.069253e-7,0.00001008808,0.00004512647,0.01764905,0.00006939573,0.005396606,0.00006217205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999218,0.0000523712,0.00003885327,0.0001173092,0.0001073288,0.0001380834,0.0001992085,0.000003820043,0.0001250265],"genre_scores_gemma":[0.9986869,0.00008681334,0.0001419562,0.0003142173,0.00001390797,0.000001011065,0.0003504484,0.000004969225,0.0003997395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.706584,"threshold_uncertainty_score":0.9978859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635495778675851,"score_gpt":0.2113197120869139,"score_spread":0.1949647543001553,"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."}}