{"id":"W47152928","doi":"10.4315/0362-028x-69.6.1265","title":"A Rapid Molecular-Based Assay for Direct Quantification of Viable Bacteria in Slaughterhouses","year":2006,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Maxxam (Canada); University of Toronto","funders":"","keywords":"Bacteria; Biology; Salmonella; Listeria monocytogenes; DNA extraction; Microbiology; Real-time polymerase chain reaction; Escherichia coli; Polymerase chain reaction; Propidium monoazide; Contamination; Food science; Veterinary medicine","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":[0.0009175793,0.00007491293,0.0002259698,0.00004242764,0.00003408096,0.00001372644,0.00008899331,0.00009363407,0.00002414041],"category_scores_gemma":[0.0001445601,0.00003224047,0.0001326632,0.0002099091,0.00001942171,0.00008434619,0.000004769591,0.00007809322,6.397621e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002861343,"about_ca_system_score_gemma":0.00001254399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001484968,"about_ca_topic_score_gemma":0.0001846557,"domain_scores_codex":[0.9989949,0.000218139,0.0004628008,0.0001070711,0.00009283793,0.0001242901],"domain_scores_gemma":[0.9991319,0.000168106,0.0005072504,0.00003248331,0.000138826,0.00002139572],"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":[0.000249929,0.0001140842,0.001913548,0.00001448712,0.000008984794,5.387845e-7,0.000004806909,0.0002224143,0.9779235,0.00004780131,0.00005987949,0.01944],"study_design_scores_gemma":[0.0004720187,0.002495032,0.1472325,0.00006201296,0.00002031651,0.00001565349,0.00002434231,0.0003896532,0.8415271,0.002610716,0.005042098,0.0001085671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957042,0.000243276,0.002902423,0.0006027127,0.000159022,0.0002909045,0.00001027435,0.00000950408,0.00007762481],"genre_scores_gemma":[0.9992268,0.000008730972,0.0005425328,0.00003129812,0.000147268,0.00002454502,0.000008552883,0.000001062751,0.000009187403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453189,"threshold_uncertainty_score":0.1314728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866211084394209,"score_gpt":0.2406950712718505,"score_spread":0.2020329604279084,"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."}}