{"id":"W1965247368","doi":"10.1038/msb4100184","title":"The complexities of antibiotic action","year":2007,"lang":"en","type":"letter","venue":"Molecular Systems Biology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Advanced Foods and Materials Network","keywords":"Biology; Antibiotics; Action (physics); Computational biology; Microbiology","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":[0.0001648795,0.0001631625,0.0002448537,0.00003987529,0.0001207167,0.00002904669,0.000279632,0.0004441403,0.0001454945],"category_scores_gemma":[0.00001272323,0.0001128355,0.0001204576,0.00008060128,0.000424724,0.00002415739,0.0001163714,0.0004812945,0.0002404366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016983,"about_ca_system_score_gemma":0.000007557119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650237,"about_ca_topic_score_gemma":0.0001140357,"domain_scores_codex":[0.9988851,0.0001944813,0.0003153452,0.0002340175,0.00008482,0.000286229],"domain_scores_gemma":[0.9992745,0.00007867801,0.0002707028,0.0003435036,0.00001458716,0.00001806365],"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":[0.000005572753,0.000008582687,0.00005689168,0.00005001722,0.00006159698,0.00004015525,0.00002042947,0.00001084571,0.5359498,0.0001263185,0.4627098,0.0009599299],"study_design_scores_gemma":[0.00004752591,0.00005845062,0.0004790488,0.00003115438,0.00002164946,0.00009445317,0.00002964368,0.00001629725,0.007148545,0.00002668285,0.9919264,0.0001201684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2387181,0.007448151,0.03040546,0.5173978,0.040177,0.004892719,0.0008467242,0.0003980196,0.159716],"genre_scores_gemma":[0.8609981,0.00013229,0.0001431343,0.124177,0.00155332,0.00002028905,0.0004321559,0.00008042328,0.01246329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.62228,"threshold_uncertainty_score":0.46013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246927742477153,"score_gpt":0.2779000235185703,"score_spread":0.253207249270855,"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."}}