{"id":"W2039060845","doi":"10.5740/jaoacint.govval03","title":"Comparative Evaluation of the VIDAS®Listeria monocytogenes Xpress (LMX) for the Detection of Listeria monocytogenes in a Variety of Foods","year":2013,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Food Inspection Agency","keywords":"Listeria monocytogenes; Listeria; Food science; Microbiology; Biology; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035499,0.000152529,0.0003271866,0.00009237249,0.00004419448,0.00002257158,0.0006701415,0.0001255836,0.00003715864],"category_scores_gemma":[0.0002340224,0.0001004869,0.0002960589,0.0001081798,0.0001736784,0.00003495808,0.0002272079,0.00008218118,2.928158e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000811926,"about_ca_system_score_gemma":0.0001915144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007760138,"about_ca_topic_score_gemma":0.000102825,"domain_scores_codex":[0.9980255,0.0002402405,0.0009517063,0.0001625864,0.0004990401,0.000120871],"domain_scores_gemma":[0.9964727,0.0001077535,0.001359867,0.0003222771,0.001709427,0.00002792961],"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":[0.0009462049,0.0001224803,0.004097708,0.00003539893,0.0004379396,9.709709e-8,0.0004310082,0.004763853,0.9858874,0.00006356464,0.00008014412,0.003134193],"study_design_scores_gemma":[0.001581677,0.0004258708,0.05872273,0.0000646843,0.0001265578,0.00003015776,0.0003712131,0.004734181,0.932395,0.0004884262,0.0009658705,0.00009367163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907994,0.0008201232,0.006091801,0.0001848979,0.001249288,0.0005875236,0.00007955422,0.000001145259,0.0001862337],"genre_scores_gemma":[0.9985317,0.00008577832,0.0009487703,0.00003747628,0.0002733834,0.00005958171,0.00001215644,0.00001388638,0.00003725606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05462502,"threshold_uncertainty_score":0.4097736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330659532139933,"score_gpt":0.3815429602367957,"score_spread":0.2484770070228024,"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."}}