{"id":"W2979898480","doi":"10.47339/ephj.2019.50","title":"Prevelance of Listeria in produce","year":2019,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria; Listeria monocytogenes; Food safety; Food and drug administration; Food processing; Food contaminant; Environmental health; Medicine; Salmonella; Business; Food science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006876332,0.00006815093,0.0001059372,0.00006066941,0.0000422586,0.00002295956,0.0001666252,0.00005049574,0.000285103],"category_scores_gemma":[0.0000302308,0.00006814946,0.00003772514,0.00005773684,0.00004283505,0.00001226253,0.00003981816,0.0001056093,0.00006953119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005609748,"about_ca_system_score_gemma":0.0001322015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000345784,"about_ca_topic_score_gemma":0.000002835353,"domain_scores_codex":[0.9989759,0.0001080276,0.0003876027,0.000184932,0.0001525582,0.0001910349],"domain_scores_gemma":[0.9993755,0.000003673517,0.0002606227,0.0002452654,0.00001064662,0.0001042468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005016198,0.0005474989,0.1406568,0.00009063007,0.00002774829,6.86473e-7,0.0003464223,0.00003779676,0.8395976,0.0003188184,0.005468754,0.01285698],"study_design_scores_gemma":[0.001087582,0.000297005,0.6485551,0.00002901771,0.000001447897,0.0001026946,0.0004049907,0.00004039202,0.03184442,0.00002265831,0.3174418,0.0001728998],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964049,0.0003938925,0.0002657333,0.001973498,0.0002733103,0.0001954169,0.00001306742,0.000002166654,0.0004779596],"genre_scores_gemma":[0.9970612,0.0003804245,0.000301721,0.000413206,0.000070808,0.000005519946,0.00005903675,0.000009610316,0.001698495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8077533,"threshold_uncertainty_score":0.3121678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642603284702019,"score_gpt":0.2757482053789833,"score_spread":0.2493221725319631,"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."}}