{"id":"W3159072700","doi":"10.21423/aabppro20054838","title":"Evaluation of the Petrifilm™ Culture System for the Identification of Mastitis Bacteria as Compared to Standard Bacteriological Methods","year":2005,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Prince Edward Island","funders":"","keywords":"Mastitis; Antibiotics; Enumeration; Isolation (microbiology); Microbiology; California mastitis test; Medicine; Microbiological culture; Mycoplasma; Streptococcus uberis; Biology; Streptococcus; Immunology; Bacteria; Lactation; Pregnancy; Mathematics","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":[0.004680852,0.000119775,0.0003302665,0.00002323257,0.0001835133,0.00005251476,0.0003508803,0.0000763902,0.0001983734],"category_scores_gemma":[0.004758507,0.00005013859,0.0001313698,0.0005287168,0.0001506006,0.0002457483,0.00006408939,0.0001093506,0.000003182703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661451,"about_ca_system_score_gemma":0.00008841948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000223643,"about_ca_topic_score_gemma":0.0001361874,"domain_scores_codex":[0.9978596,0.0002989932,0.0006923578,0.0002283295,0.0007651228,0.0001555851],"domain_scores_gemma":[0.9938149,0.0006098665,0.002293031,0.00007240014,0.003165504,0.00004427006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002630416,0.0001001955,0.003584222,0.00005966984,0.0001211816,1.355169e-8,0.001527881,0.00006923245,0.9042588,0.007807077,0.002788612,0.07942007],"study_design_scores_gemma":[0.00141464,0.002089763,0.4213038,0.0003520338,0.0009777203,0.00001019627,0.03936691,0.006190958,0.4127844,0.001504691,0.1134261,0.0005787658],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844488,0.00002777507,0.002262592,0.01036438,0.0002068344,0.001103068,0.0005019893,0.00003059641,0.001053953],"genre_scores_gemma":[0.9955794,0.00004227058,0.003730076,0.0001156885,0.0001077439,0.0001394325,0.00004607584,0.000001510013,0.0002377887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4914744,"threshold_uncertainty_score":0.569672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222246471610815,"score_gpt":0.3352280411313608,"score_spread":0.2930055764152527,"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."}}