{"id":"W1576153523","doi":"10.1093/jaoac/85.2.470","title":"Method Extension Study to Validate Applicability of AOAC Official Method 997.03 Visual Immunoprecipitate Assay (VIP®) for Listeria monocytogenes and Related Listeria spp. from Environmental Surfaces: Collaborative Study","year":2002,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria monocytogenes; Listeria; Extension (predicate logic); Chemistry; Food science; Biology; Computer science; 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":[0.0546862,0.001932341,0.001166506,0.001836776,0.001803885,0.00158059,0.002252046,0.001794392,0.001959715],"category_scores_gemma":[0.04013221,0.001219478,0.001985251,0.00197498,0.00147608,0.0008285212,0.002948196,0.001235255,0.001688976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850139,"about_ca_system_score_gemma":0.004508021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009193216,"about_ca_topic_score_gemma":0.01005512,"domain_scores_codex":[0.9428627,0.0236613,0.004635405,0.01172864,0.01596683,0.001145098],"domain_scores_gemma":[0.9656503,0.009289702,0.003528739,0.006954242,0.01371025,0.0008667452],"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":[0.006902259,0.01046071,0.3374933,0.002629037,0.001409827,0.0007444607,0.008426622,0.003220814,0.4907906,0.0008119693,0.002190384,0.13492],"study_design_scores_gemma":[0.001804444,0.07536054,0.4468429,0.0005950221,0.002566018,0.004524357,0.003221888,0.01077311,0.4067637,0.000421313,0.04669962,0.0004271184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8190835,0.001823746,0.1508437,0.0002437417,0.0002040121,0.01922056,0.002422013,0.0006986465,0.005460037],"genre_scores_gemma":[0.6898986,0.00118095,0.280513,0.001010518,0.0001074159,0.0137641,0.007900686,0.0004008604,0.005223853],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0546862,"threshold_uncertainty_score":0.2892118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201550387063637,"score_gpt":0.3782599131431225,"score_spread":0.3262444092724861,"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."}}