{"id":"W1192218058","doi":"10.5740/jaoacint.15-031","title":"Evaluation of 3M™ Molecular Detection Assay (MDA) Listeria monocytogenes for the Detection of Listeria monocytogenes in Selected Foods and Environmental Surfaces: Collaborative Study, First Action 2014.07","year":2015,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria monocytogenes; Food science; Listeria; Biology; Microbiology; Biotechnology; Bacteria","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":[0.03757246,0.001146774,0.001491885,0.001979673,0.0009106628,0.001109945,0.001947217,0.0009721234,0.0008544152],"category_scores_gemma":[0.01091269,0.0005823899,0.001794057,0.001781741,0.0008057457,0.0006105062,0.002090206,0.0009561919,0.000317424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533547,"about_ca_system_score_gemma":0.003106051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005420132,"about_ca_topic_score_gemma":0.004833693,"domain_scores_codex":[0.9697977,0.01175172,0.002285763,0.003581503,0.01139477,0.001188449],"domain_scores_gemma":[0.9720532,0.004755741,0.003807286,0.003310118,0.01472417,0.001349569],"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":[0.01161037,0.01557651,0.2257134,0.001592011,0.00179068,0.0003374538,0.002608776,0.006850114,0.5524498,0.001463833,0.004076353,0.1759308],"study_design_scores_gemma":[0.001045634,0.1259655,0.4661346,0.0001591345,0.002230944,0.0007041009,0.001581458,0.01614092,0.3700704,0.0003777031,0.01536442,0.0002252647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213279,0.001310353,0.06447839,0.0001685881,0.00009075994,0.004725821,0.003773885,0.0002542112,0.003870074],"genre_scores_gemma":[0.8142405,0.001095369,0.1683345,0.0001448708,0.00004000291,0.006339394,0.00668923,0.00008649055,0.003029738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03757246,"threshold_uncertainty_score":0.1987045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09664583819213861,"score_gpt":0.3603842416803159,"score_spread":0.2637384034881772,"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."}}