{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006718826,0.003200052,0.001949496,0.00199627,0.001339345,0.00114738,0.001525,0.002953176,0.0009901744],"category_scores_gemma":[0.005685885,0.001622639,0.001597943,0.00112862,0.002004149,0.0007895804,0.001427128,0.001484436,0.001564292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010697,"about_ca_system_score_gemma":0.002343671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002857632,"about_ca_topic_score_gemma":0.005726816,"domain_scores_codex":[0.9899701,0.003080582,0.0007969594,0.001959067,0.003748256,0.0004450434],"domain_scores_gemma":[0.9958102,0.001693554,0.0004261765,0.0004559683,0.001310576,0.0003036376],"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":[0.0001339953,0.000224197,0.0008530155,0.0001083983,0.00003188568,0.00003218045,0.00009124669,0.0001936307,0.9941,0.00005203276,0.00006080138,0.004118586],"study_design_scores_gemma":[0.00008125411,0.00179208,0.004913823,0.00003282809,0.0001014419,0.0003294443,0.00007319111,0.003171521,0.987734,0.00007606448,0.001622032,0.00007235794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6470231,0.001603336,0.3436998,0.0003744616,0.0004015456,0.003260181,0.001050389,0.0016691,0.0009179985],"genre_scores_gemma":[0.4138001,0.001098597,0.5748162,0.0004219688,0.00008450845,0.003323871,0.002359895,0.0002543555,0.003840519],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006718826,"threshold_uncertainty_score":0.03553301,"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."}}