{"id":"W4248493830","doi":"10.1016/b978-0-12-374984-0.00130-3","title":"Bacterial Transformation","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"DNA; Bacteria; Pilus; Biology; Cell; Competence (human resources); Genetics; Exogenous DNA; Transformation (genetics); Eukaryotic cell; Cell biology; Gene; Escherichia coli; Psychology","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":[0.0007994023,0.002404227,0.001696176,0.00346656,0.001091696,0.001547998,0.002190332,0.001123157,0.04802166],"category_scores_gemma":[0.0005668447,0.0009311532,0.00161433,0.002856893,0.0006683402,0.0009232044,0.002163165,0.003856118,0.08622611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006087341,"about_ca_system_score_gemma":0.000761766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395213,"about_ca_topic_score_gemma":0.00219371,"domain_scores_codex":[0.998363,0.0001760267,0.0001314816,0.0003423577,0.0007010181,0.0002861761],"domain_scores_gemma":[0.9997395,0.00005602667,0.00001862497,0.0000905789,0.00006008704,0.00003520802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003328365,0.0004643923,0.0003700694,0.001551539,0.00006875921,0.0007083853,0.0004089518,0.0003692145,0.7002724,0.0184914,0.07063113,0.2063308],"study_design_scores_gemma":[0.00003854016,0.0001539021,0.0007800223,0.0002147554,0.0000822929,0.0008725074,0.00005868177,0.000480298,0.2345325,0.001697366,0.7610531,0.00003603589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02571449,0.01455337,0.2968734,0.001211585,0.002404206,0.00297581,0.02529835,0.01790279,0.613066],"genre_scores_gemma":[0.05328923,0.01263043,0.08987313,0.0007291625,0.0002401692,0.002106635,0.06824795,0.003644665,0.7692387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04802166,"threshold_uncertainty_score":0.1606484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00822224098656562,"score_gpt":0.2065829248191029,"score_spread":0.1983606838325373,"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."}}