{"id":"W4246516274","doi":"10.1128/9781555815608.ch9","title":"Regulatory Aspects","year":2014,"lang":"en","type":"book-chapter","venue":"ASM Press eBooks","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Commission; Scope (computer science); Hygiene; European commission; Risk analysis (engineering); Control (management); Business; Process (computing); Food safety; Infant formula; Environmental health; Computer science; Medicine; European union; International trade; Pediatrics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000112097,0.0003448961,0.0002806376,0.00004596638,0.00006352033,0.00006300237,0.0004187184,0.0005455817,0.00008528632],"category_scores_gemma":[0.000009301066,0.0003420353,0.0002021032,0.000001491095,0.0001552336,0.000001209183,0.0003963086,0.0002771261,0.00008120549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001849643,"about_ca_system_score_gemma":0.00007413092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001797193,"about_ca_topic_score_gemma":0.00003412297,"domain_scores_codex":[0.9985858,0.00003395464,0.0002409225,0.0005779894,0.0002340657,0.000327322],"domain_scores_gemma":[0.9986274,0.000007928399,0.0001314575,0.001002127,0.00008529414,0.0001458034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005380775,0.00004828514,0.00005561706,0.0005032702,0.001393299,0.0001014338,0.0001046623,0.000002836176,0.4117375,0.4273631,0.1042459,0.05390597],"study_design_scores_gemma":[0.0002974196,0.0001791284,0.00003352912,0.0000794361,0.00003446274,0.00001666428,8.513766e-7,5.597724e-7,0.06839214,0.0009641025,0.929657,0.0003447171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005292556,0.0006401724,0.00007577402,0.0000125841,0.0002317803,0.0002616743,0.00003453321,0.00003187553,0.9934191],"genre_scores_gemma":[0.05117073,0.0001290849,0.00004539806,0.0001755973,0.000900945,0.00002726877,0.0002224181,0.0001171164,0.9472114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8254111,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209724635556768,"score_gpt":0.2489304228318563,"score_spread":0.2279579592761795,"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."}}