{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02285458,0.001149542,0.0007946312,0.001357117,0.000768204,0.001006963,0.001627657,0.001159671,0.0005984742],"category_scores_gemma":[0.006393371,0.0006174537,0.001253573,0.0009577122,0.000666284,0.000556542,0.00158458,0.0008449458,0.000357362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923226,"about_ca_system_score_gemma":0.003391048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007835863,"about_ca_topic_score_gemma":0.01031,"domain_scores_codex":[0.9790465,0.006844361,0.001211511,0.002813663,0.009411698,0.0006723139],"domain_scores_gemma":[0.9900247,0.001607026,0.001691363,0.0009320393,0.005298926,0.0004460269],"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":[0.004274296,0.01042402,0.1341648,0.0009197738,0.0005728854,0.0002690572,0.002297495,0.003785148,0.7548773,0.0009691599,0.002338842,0.08510729],"study_design_scores_gemma":[0.001199382,0.1276164,0.2573366,0.0001967987,0.001124282,0.001835593,0.001202031,0.009764819,0.5778765,0.0002673329,0.02141022,0.0001700009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542173,0.001527318,0.03564156,0.0002091374,0.00005612142,0.002288071,0.001597656,0.0001727027,0.004290256],"genre_scores_gemma":[0.8842158,0.001080384,0.1045587,0.0002303439,0.00002253375,0.001523572,0.004952525,0.00005392528,0.003362199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02285458,"threshold_uncertainty_score":0.120868,"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."}}