{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001655059,0.0004125914,0.0004070447,0.0001806486,0.0001232153,0.0005158379,0.0002442468,0.0003413116,0.001048671],"category_scores_gemma":[0.0003490093,0.0001664071,0.0002550239,0.0001646558,0.0001628878,0.000218394,0.0006205261,0.0004752516,0.0009920733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083865,"about_ca_system_score_gemma":0.0002721432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156044,"about_ca_topic_score_gemma":0.001460614,"domain_scores_codex":[0.9995177,0.00008413586,0.00004015243,0.00007223862,0.0002041226,0.00008164478],"domain_scores_gemma":[0.9997914,0.00006171836,0.00003126362,0.00003683277,0.00005370992,0.00002508694],"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":[0.0000448842,0.00002129024,0.0002823336,0.00006704834,0.000002864694,0.00003508593,0.00002307496,0.00002527189,0.9975685,0.00007615969,0.00004151137,0.001811987],"study_design_scores_gemma":[0.00001087914,0.0002347117,0.002744067,0.00001582292,0.00000676415,0.0002559161,0.00005604943,0.0004899629,0.9935337,0.00005370431,0.002589152,0.000009195717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843354,0.001897119,0.008627244,0.000212026,0.00003914795,0.00009247952,0.000494969,0.0002004009,0.004101256],"genre_scores_gemma":[0.9837652,0.0009636435,0.007409892,0.0001567852,0.00001082159,0.00004425288,0.000840064,0.00005819361,0.006751083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156044,"threshold_uncertainty_score":0.00350821,"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."}}