{"id":"W4387600181","doi":"10.1128/spectrum.02807-23","title":"Natural transformation and cell division delay in competent <i>Staphylococcus aureus</i>","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; China Scholarship Council; York University","keywords":"Staphylococcus aureus; Transformation (genetics); Division (mathematics); Natural (archaeology); Cell division; Biology; Medicine; Cell; Genetics; Bacteria; Mathematics; Arithmetic; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434205,0.0002356532,0.0004054837,0.0003689987,0.00009651177,0.00001716385,0.0001148511,0.000196728,0.00004478624],"category_scores_gemma":[0.00001877447,0.0002049153,0.00009877588,0.0005258443,0.0002083341,0.0000808458,0.00006986119,0.000423908,0.0001918462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122094,"about_ca_system_score_gemma":0.00005325251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005145538,"about_ca_topic_score_gemma":0.0003483176,"domain_scores_codex":[0.998504,0.00006492127,0.0003970068,0.0003967558,0.00006902884,0.0005682243],"domain_scores_gemma":[0.9994915,0.00008391787,0.00007833893,0.0002333263,0.00002952146,0.00008337323],"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":[0.0001919159,0.00006819343,0.01466025,0.000100299,0.00001771174,0.0001165648,0.0004498205,0.00001776843,0.9803662,0.0001658879,0.003422088,0.0004232689],"study_design_scores_gemma":[0.008976732,0.0008342975,0.2928174,0.0004019192,0.0001001866,0.000230916,0.000822793,0.0009061884,0.6237365,0.0006302297,0.06957172,0.000971105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934957,0.0007511876,0.0001289111,0.003414798,0.0003078531,0.0005987536,0.00005465523,0.0001609818,0.001087164],"genre_scores_gemma":[0.9980012,0.0003014751,0.0002015337,0.0007193754,0.00004908317,0.00001381559,0.0002768588,0.00002637095,0.000410346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566297,"threshold_uncertainty_score":0.8356202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007501693863460553,"score_gpt":0.2376142753930797,"score_spread":0.2301125815296191,"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."}}