{"id":"W2591134196","doi":"10.5740/jaoacint.16-0234","title":"Evaluation of the 3M™ Molecular Detection Assay (MDA) 2 – Listeria monocytogenes for the Detection of Listeria monocytogenes in a Variety of Foods and Select Environmental Surfaces: Collaborative Study, First Action 2016.08","year":2016,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria monocytogenes; Listeria; Action (physics); Food science; Chemistry; Microbiology; Biology; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":false,"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":[0.001591226,0.00009909082,0.0001469618,0.00009422884,0.00006740413,0.00001840936,0.0001974517,0.00008386819,0.00001435013],"category_scores_gemma":[0.0003330264,0.00006264765,0.0001037276,0.0001095728,0.0001076191,0.00003161148,0.00004915649,0.00004639442,2.094187e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000901217,"about_ca_system_score_gemma":0.0001134832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001456749,"about_ca_topic_score_gemma":0.000217478,"domain_scores_codex":[0.9984536,0.0003049862,0.0005789732,0.0001534246,0.0004423624,0.00006667151],"domain_scores_gemma":[0.9979132,0.00008528907,0.001020265,0.000177394,0.0007860119,0.00001784882],"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":[0.0004935943,0.0001833449,0.004003507,0.00001412487,0.0002720194,5.068308e-8,0.0002425194,0.0006051968,0.9877726,0.00001299155,0.00001182426,0.006388225],"study_design_scores_gemma":[0.001422056,0.0004328918,0.07275516,0.000036689,0.000125694,0.00001116045,0.0006552049,0.001567486,0.9224997,0.00006244943,0.0003700081,0.0000614872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832202,0.0003740253,0.01510505,0.000165709,0.0005716942,0.0004828208,0.00006663674,0.000001072966,0.0000127898],"genre_scores_gemma":[0.9994658,0.000271348,0.00009358037,0.000006721152,0.00006593874,0.00004028802,0.000006005868,0.000009936697,0.00004038514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06875166,"threshold_uncertainty_score":0.2554697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347402230887136,"score_gpt":0.3198998152020713,"score_spread":0.2764257928931999,"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."}}