{"id":"W2015699006","doi":"10.5740/jaoacint.13-246","title":"Evaluation of the Thermo Scientific™ SureTect™ Listeria monocytogenes Assay","year":2014,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Listeria monocytogenes; Food science; Salmonella; Listeria; Processed meat; Significant difference; Cooked meat; Chemistry; Biology; Mathematics; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0100827,0.001526802,0.001493722,0.00225741,0.0004572353,0.00140604,0.001860943,0.001535475,0.002217775],"category_scores_gemma":[0.009452464,0.0009535712,0.001315812,0.001678461,0.001097315,0.0008594507,0.001755374,0.00125974,0.002733011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005070852,"about_ca_system_score_gemma":0.001149192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150306,"about_ca_topic_score_gemma":0.002225785,"domain_scores_codex":[0.9739266,0.005815597,0.002443523,0.002794692,0.01430451,0.0007150329],"domain_scores_gemma":[0.9905096,0.002182369,0.001310662,0.0007239445,0.0049193,0.0003541975],"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":[0.002886259,0.0009529178,0.04870673,0.001384505,0.0002674315,0.0002658113,0.001251618,0.001107582,0.8731155,0.0008543106,0.002624006,0.06658342],"study_design_scores_gemma":[0.0001678929,0.0140733,0.07491992,0.0005608159,0.0005928265,0.001853701,0.0008085772,0.009430345,0.8731378,0.0004622178,0.0237234,0.0002692207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7790075,0.0132056,0.1661193,0.001740416,0.001982551,0.003933442,0.007609908,0.001951959,0.02444933],"genre_scores_gemma":[0.7710298,0.007329403,0.1840647,0.001033289,0.0003386728,0.002957555,0.01051813,0.000277785,0.02245067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100827,"threshold_uncertainty_score":0.05332303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928798983396582,"score_gpt":0.3297338154620023,"score_spread":0.2804458256280365,"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."}}