{"id":"W2329824942","doi":"10.5740/jaoacint.15-0200","title":"Validation of the ANSR® Listeria monocytogenes Method for Detection of Listeria monocytogenes in Selected Food and Environmental Samples","year":2016,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Listeria monocytogenes; Listeria; Pasteurization; Food science; Biology; Microbiology; Bacteria","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":[0.009042535,0.001288722,0.0008748198,0.001393845,0.0007802946,0.0009527285,0.001657002,0.001426085,0.0007719013],"category_scores_gemma":[0.005997799,0.0007750752,0.0009923248,0.0008194384,0.0008678532,0.0004880883,0.001196948,0.0005811133,0.001317183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004897756,"about_ca_system_score_gemma":0.001017153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003548118,"about_ca_topic_score_gemma":0.005348122,"domain_scores_codex":[0.9830025,0.004963758,0.001437967,0.00289809,0.007162094,0.0005355923],"domain_scores_gemma":[0.99602,0.0009628071,0.0005325738,0.0005192484,0.001824847,0.000140542],"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":[0.0003376685,0.0004053733,0.008317798,0.0002141066,0.0000501274,0.00008121906,0.0003340256,0.0007684582,0.9819526,0.00008541282,0.0001271529,0.007325993],"study_design_scores_gemma":[0.00007047805,0.005605232,0.02907145,0.0001460256,0.0001127779,0.0006340134,0.0002236172,0.007158495,0.9535145,0.00007789856,0.003307,0.00007852571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210675,0.0009349473,0.07217902,0.0001641808,0.0001081392,0.001376341,0.001340992,0.0005298426,0.002299039],"genre_scores_gemma":[0.7245448,0.001409958,0.2617285,0.0003456853,0.00005796329,0.002754785,0.003769352,0.0001771001,0.005211893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009042535,"threshold_uncertainty_score":0.04782206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491377672078104,"score_gpt":0.3123687464580503,"score_spread":0.2674549697372692,"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."}}