{"id":"W2407944323","doi":"10.1007/978-1-60327-164-6_25","title":"Generalized Transduction by Lytic Bacteriophages","year":2009,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Queen's University; Public Health Agency of Canada","funders":"","keywords":"Lytic cycle; Transduction (biophysics); Virulence; Microbiology; Biology; Bacteriophage; Escherichia coli; Bacteria; Temperateness; Virology; Virus; Genetics; Gene; Biochemistry","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":[0.0006491192,0.0006251343,0.0004846994,0.000267603,0.0001796903,0.000648817,0.0002952413,0.0003895957,0.0007776009],"category_scores_gemma":[0.0006023232,0.0001953157,0.0004141503,0.0001443804,0.0004978869,0.0004401273,0.0007876405,0.001090249,0.0003528007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390699,"about_ca_system_score_gemma":0.0002559191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002616624,"about_ca_topic_score_gemma":0.0003480883,"domain_scores_codex":[0.9993191,0.0001939833,0.00005897798,0.0001419268,0.0001805115,0.0001056166],"domain_scores_gemma":[0.9994641,0.0001435928,0.0001251275,0.0001183156,0.00007328934,0.00007560137],"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":[0.00002623134,0.000009599663,0.0001409685,0.00003732527,0.000004004357,0.00001965926,0.00002753274,0.00004270907,0.9982496,0.0002700913,0.00001941343,0.001152853],"study_design_scores_gemma":[0.00001039654,0.0003921838,0.001489336,0.00001169286,0.00001168232,0.0002004479,0.00004466347,0.0007432471,0.9952194,0.000237199,0.001627541,0.00001226452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9070469,0.001332444,0.08887561,0.0001149586,0.00008504142,0.0002165165,0.0002221653,0.0003163269,0.001790106],"genre_scores_gemma":[0.9678519,0.001088922,0.02658243,0.0001158849,0.0000223831,0.0001530931,0.0005853075,0.0001006511,0.003499366],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007776009,"threshold_uncertainty_score":0.00343293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188218860784435,"score_gpt":0.3517295326403323,"score_spread":0.339847344032488,"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."}}