{"id":"W2324695182","doi":"10.5740/jaoacint.govval10","title":"MicroSEQ®Listeria monocytogenes Detection Kit","year":2013,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria monocytogenes; Food science; Significant difference; Contamination; Listeria; Sampling (signal processing); Biology; Veterinary medicine; Mathematics; Bacteria; Medicine","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":[0.005455568,0.004392128,0.003030002,0.006362042,0.001426323,0.002067527,0.003168076,0.001595286,0.01872853],"category_scores_gemma":[0.004544671,0.002441488,0.002614527,0.002734849,0.001001994,0.0009388475,0.002656695,0.002242296,0.02554641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298225,"about_ca_system_score_gemma":0.003557186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003843,"about_ca_topic_score_gemma":0.00429043,"domain_scores_codex":[0.9852538,0.002528953,0.001232245,0.004458896,0.005482737,0.001043375],"domain_scores_gemma":[0.9974475,0.0004056706,0.0004574325,0.0003592004,0.001151773,0.0001785374],"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":[0.001880757,0.0007463868,0.006868399,0.002174965,0.0003689017,0.0001903206,0.0002617971,0.001433401,0.891093,0.002028814,0.02274217,0.07021108],"study_design_scores_gemma":[0.0005239613,0.003074031,0.01876763,0.0007055822,0.0004179276,0.000999806,0.0001115792,0.01935849,0.7538193,0.001613052,0.2002111,0.0003975222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1187796,0.005817724,0.7444015,0.0009467482,0.001504154,0.009648918,0.06342141,0.03411883,0.02136112],"genre_scores_gemma":[0.06104097,0.002447658,0.6961674,0.002177187,0.0003405593,0.01684662,0.1479363,0.004018158,0.06902512],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01872853,"threshold_uncertainty_score":0.06265318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629851838010675,"score_gpt":0.3073703135902802,"score_spread":0.2710717952101734,"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."}}