{"id":"W2076414692","doi":"10.6090/jarq.45.77","title":"Development of the Multiplex PCR Detection Kit for Salmonella spp., Listeria monocytogenes, and Escherichia coli O157:H7","year":2011,"lang":"en","type":"article","venue":"Japan Agricultural Research Quarterly JARQ","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga Meat Packers (Canada)","funders":"","keywords":"Listeria monocytogenes; Multiplex; Multiplex polymerase chain reaction; Salmonella; Biology; Microbiology; Escherichia coli; Pathogenic bacteria; DNA extraction; Listeria; Bacteria; Polymerase chain reaction; Gene; Bioinformatics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087313,0.0002667123,0.0003718896,0.00002741616,0.0006384467,0.00006979145,0.0005567023,0.0002423068,0.00009983588],"category_scores_gemma":[0.0001422354,0.00008622524,0.000173561,0.0004653783,0.0002631892,0.0001541761,0.0001422209,0.0002738191,0.00003030858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008198553,"about_ca_system_score_gemma":0.00002434983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000841331,"about_ca_topic_score_gemma":0.003227634,"domain_scores_codex":[0.9973828,0.0003839175,0.0005737136,0.0005504322,0.0003817282,0.0007274054],"domain_scores_gemma":[0.9985443,0.0005088897,0.0002145621,0.0001463443,0.0003633917,0.000222474],"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":[0.0001836819,0.00009532148,0.004655831,0.0000264448,0.00003616175,4.675351e-7,0.001973722,1.337065e-7,0.9062543,0.0001115096,0.0002687054,0.08639371],"study_design_scores_gemma":[0.0003030249,0.0008581794,0.9025134,0.00003108952,0.00001415612,0.00001131998,0.004680889,0.00003575141,0.08373691,0.0005127868,0.007058575,0.0002439292],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977692,0.0001731212,0.00001063162,0.0002576908,0.0002104373,0.0010361,0.00002952532,0.00004615443,0.0004671118],"genre_scores_gemma":[0.9977994,0.00002400289,0.0009069019,0.00005055363,0.0002337777,0.0002196182,0.00003424379,0.000003160478,0.0007283742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8978575,"threshold_uncertainty_score":0.491048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604809230283386,"score_gpt":0.3066698824176337,"score_spread":0.1461889593892951,"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."}}