{"id":"W7118659362","doi":"10.11575/prism/50902","title":"Developing a Non-aureus Staphylococci Transposon Mutant Library and Testing it in a Bovine Mammary Gland Infection Model","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transposable element; Mutant; Transposon mutagenesis; Mastitis; Mammary gland; Mutagenesis; Staphylococcus aureus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009182802,0.0005416888,0.0005979645,0.0005579588,0.000269985,0.0005368973,0.0006400549,0.0007140355,0.0009909355],"category_scores_gemma":[0.0004317101,0.0002596806,0.0005848428,0.0004059612,0.0002523652,0.0002602993,0.0004103567,0.0008420532,0.0006356906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809929,"about_ca_system_score_gemma":0.0004559405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540976,"about_ca_topic_score_gemma":0.002530927,"domain_scores_codex":[0.9992213,0.0001489216,0.00008660983,0.0001317721,0.000297795,0.0001135869],"domain_scores_gemma":[0.9996617,0.00007996666,0.00006377195,0.00004983307,0.00007608448,0.00006869715],"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":[0.0000392074,0.0001022352,0.0001705543,0.00004627839,0.000006493416,0.00003944103,0.0000232022,0.0002344064,0.9978199,0.00005893096,0.00004650934,0.001412785],"study_design_scores_gemma":[0.00002136306,0.001698172,0.002261804,0.00001770067,0.00004492384,0.0002678288,0.00005688218,0.003299216,0.9889154,0.00006670482,0.00333206,0.00001791815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345058,0.001030555,0.05753222,0.0003584759,0.0001003766,0.0008615179,0.002652759,0.000636966,0.002321314],"genre_scores_gemma":[0.8666866,0.002553309,0.1102274,0.0003318451,0.00002368174,0.0009487694,0.009000081,0.0002668579,0.009961421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001540976,"threshold_uncertainty_score":0.004856408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822965967535761,"score_gpt":0.2881128751973627,"score_spread":0.2498832155220051,"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."}}