{"id":"W2439871973","doi":"10.4315/0362-028x-71.2.380","title":"Optimization and Validation of a Simple Method Using P22::luxAB Bacteriophage for Rapid Detection of Salmonella enterica Serotypes A, B, and D in Poultry Samples","year":2008,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Salmonella; Biology; Salmonella enterica; Bacteriophage; Microbiology; Enterobacteriaceae; Prophage; Detection limit; Phage typing; Population; Bioassay; Recombinant DNA; Serotype; Bacteria; Escherichia coli; Gene; Chromatography; Genetics; Chemistry","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":[0.0002702379,0.00007734955,0.0001836373,0.0001258981,0.00007610721,0.0000113319,0.00003341862,0.00006254618,0.00004062711],"category_scores_gemma":[0.00005754081,0.00007288138,0.00005006785,0.0001546234,0.00004645997,0.0004113017,0.00002351564,0.00008909467,1.024111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006973506,"about_ca_system_score_gemma":0.000009873898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002618609,"about_ca_topic_score_gemma":0.00002029409,"domain_scores_codex":[0.9992588,0.00008301123,0.0003958823,0.0001049371,0.00007923618,0.00007818893],"domain_scores_gemma":[0.9993017,0.00004074494,0.0005323776,0.0000505928,0.0000457288,0.00002887286],"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":[0.0002888695,0.00005305721,0.0007528704,0.00004082113,0.00001659113,3.482583e-7,0.0004407333,0.009649523,0.9791384,2.230004e-7,0.000001091119,0.009617472],"study_design_scores_gemma":[0.000780038,0.001113705,0.04175203,0.00006470137,0.0000422719,0.0004208818,0.0002137145,0.00757041,0.9477612,0.00005304312,0.0001411851,0.00008676261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7499032,0.00004297963,0.249721,0.00001940385,0.00005868316,0.0002406544,0.000007227794,0.000002391442,0.000004518441],"genre_scores_gemma":[0.9621276,0.0001027193,0.037716,0.000005982445,0.0000283318,0.000005775466,0.000001528567,0.000008122829,0.000003990488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2122244,"threshold_uncertainty_score":0.2972016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688247367378732,"score_gpt":0.2686842408682682,"score_spread":0.2318017671944809,"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."}}