{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003597508,0.001685792,0.001706548,0.002869304,0.0005212806,0.001059917,0.001452245,0.001400212,0.001920198],"category_scores_gemma":[0.00292198,0.001576849,0.001130118,0.001002063,0.0004302937,0.001380859,0.001010521,0.001238082,0.003608736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006670226,"about_ca_system_score_gemma":0.001207443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007206189,"about_ca_topic_score_gemma":0.001195768,"domain_scores_codex":[0.995304,0.0008401308,0.0004961821,0.0008826948,0.002270152,0.0002069163],"domain_scores_gemma":[0.9981396,0.0003433826,0.0002035261,0.0001059254,0.001094589,0.0001130807],"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":[0.0001565591,0.000160946,0.002197856,0.001502626,0.0001222973,0.0003424062,0.0001640788,0.0006308376,0.8191429,0.0008131821,0.002086099,0.1726803],"study_design_scores_gemma":[0.00005003427,0.001133097,0.004674086,0.0003135166,0.0003261894,0.002960217,0.0001072292,0.006090701,0.8870713,0.0003950579,0.09671541,0.0001631396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1027835,0.04982671,0.8218555,0.00142769,0.002414983,0.00334632,0.001993759,0.004318517,0.01203306],"genre_scores_gemma":[0.06943921,0.01943261,0.8923379,0.0007369882,0.0002818784,0.002415647,0.003338413,0.0002811776,0.01173618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003597508,"threshold_uncertainty_score":0.01902568,"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."}}