{"id":"W2074407100","doi":"10.1016/j.vetmic.2008.11.004","title":"Performance of API Staph ID 32 and Staph-Zym for identification of coagulase-negative staphylococci isolated from bovine milk samples","year":2008,"lang":"en","type":"article","venue":"Veterinary Microbiology","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biology; Microbiology; Staphylococcus; Coagulase; Staphylococcus epidermidis; rpoB; Micrococcaceae; Staphylococcus xylosus; Staphylococcus aureus; Bacteria; Antibacterial agent; Antibiotics; 16S ribosomal RNA; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011546,0.0001556757,0.0003516986,0.00002685421,0.0001588837,0.000005493856,0.0002135298,0.0001442508,0.0001766987],"category_scores_gemma":[0.00006291933,0.00008094396,0.00007092503,0.000140268,0.0004242896,0.00009988935,0.0001109107,0.00007393231,0.000003584148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211454,"about_ca_system_score_gemma":0.00001311124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004614036,"about_ca_topic_score_gemma":0.0001321621,"domain_scores_codex":[0.9987569,0.0001524571,0.0005038309,0.0003277645,0.00004491957,0.0002141258],"domain_scores_gemma":[0.998947,0.0004625603,0.0003187515,0.0001005681,0.0001284944,0.00004265409],"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":[0.0008477341,0.00009355474,0.002279729,0.000058814,0.0000378651,0.000001828468,0.0003273686,0.000003979522,0.9934296,0.00004659507,0.0003496023,0.00252335],"study_design_scores_gemma":[0.001531871,0.0128411,0.1707283,0.0001211765,0.00005687683,0.0001355494,0.0008432375,0.000506736,0.7892402,0.0006765963,0.02270026,0.0006181452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944742,0.0003516803,0.00007679451,0.00007751029,0.0001315594,0.0003675508,0.004475391,0.00002374282,0.0000215593],"genre_scores_gemma":[0.9977154,0.00054425,0.0006392389,0.00004961591,0.00005204292,0.00002293592,0.0008931312,0.000001798917,0.00008164597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041894,"threshold_uncertainty_score":0.3300799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0478896942877841,"score_gpt":0.2442976223208558,"score_spread":0.1964079280330717,"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."}}