{"id":"W1974144264","doi":"10.1371/journal.pone.0035620","title":"Natural DNA Uptake by Escherichia coli","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Biology; DNA; Escherichia coli; Gene; Plasmid; Genetics; Recombinase; Transformation (genetics); Recombination","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00007454159,0.0001249002,0.0001316684,0.00001653406,0.000046736,0.00001458708,0.0001660137,0.0002574213,0.00005779046],"category_scores_gemma":[0.00003927897,0.0001172172,0.0000409628,0.00006183828,0.00006443112,0.00000240747,0.0001182457,0.0001126636,0.0000558116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007498539,"about_ca_system_score_gemma":0.00001623885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004400511,"about_ca_topic_score_gemma":0.000003944916,"domain_scores_codex":[0.9992288,0.00002057489,0.000129254,0.0001896972,0.00009716596,0.00033453],"domain_scores_gemma":[0.9995525,0.000002674339,0.00004783352,0.0002697445,0.00004005284,0.00008718281],"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":[0.00002797662,0.0004550086,0.0007348614,0.000009792541,0.0001042508,1.906356e-7,0.00000806283,2.138101e-8,0.9953071,0.00005555195,0.002774882,0.0005222273],"study_design_scores_gemma":[0.0002191524,0.0001456068,0.002283736,0.000006054736,0.00003423135,0.000001005012,0.000008865596,0.000005254123,0.9461904,0.00001379209,0.05093272,0.000159227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959714,0.002509569,0.00001133803,0.0004674194,0.0001773853,0.0001247341,0.00002732421,0.00002552114,0.0006852717],"genre_scores_gemma":[0.9949504,0.0003025994,0.001909108,0.0004285239,0.0004884811,0.00001591901,0.0001585848,0.00002162328,0.001724759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04911682,"threshold_uncertainty_score":0.4779977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482753083700848,"score_gpt":0.206011045462932,"score_spread":0.1911835146259235,"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."}}