{"id":"W2088888180","doi":"10.1016/j.mimet.2004.03.005","title":"Evaluation of methods for the identification of Salmonella enterica serotype Typhimurium DT104 from poultry environmental samples","year":2004,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Salmonella; Salmonella enterica; Serotype; Microbiology; Biology; Ampicillin; Tetracycline; Flock; Antibiotic resistance; Chloramphenicol; Streptomycin; Antibiotics; Bacteria; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004216751,0.001221054,0.0006473153,0.001778237,0.0006098084,0.000993025,0.001204698,0.001879131,0.000791579],"category_scores_gemma":[0.006799051,0.0007395691,0.0005034975,0.0007394862,0.0007729716,0.000668018,0.0008119212,0.0009823182,0.0008009127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005062688,"about_ca_system_score_gemma":0.0007388252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252877,"about_ca_topic_score_gemma":0.004493915,"domain_scores_codex":[0.9936205,0.001966739,0.0004216451,0.0009320007,0.002755584,0.0003035144],"domain_scores_gemma":[0.9934633,0.003172989,0.0005108068,0.0003776105,0.002241274,0.0002340726],"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":[0.0004300303,0.0003513368,0.007377848,0.0004166902,0.0000573975,0.00005824275,0.0002056954,0.0001947073,0.9702606,0.00006161753,0.0001062795,0.02047964],"study_design_scores_gemma":[0.00004726043,0.003594195,0.01932281,0.00007792641,0.0001787737,0.0008747526,0.0004977295,0.003296699,0.9687045,0.00007581551,0.003280116,0.00004945733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784994,0.00733707,0.1094943,0.0004111724,0.0001919683,0.001013827,0.000955299,0.0003036555,0.001793368],"genre_scores_gemma":[0.732288,0.005905399,0.2510636,0.0003380713,0.0000924229,0.001026614,0.002994566,0.0001263734,0.006164889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004216751,"threshold_uncertainty_score":0.02230054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371589465802408,"score_gpt":0.4083711918281758,"score_spread":0.271212245247935,"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."}}