{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01150022,0.001113569,0.0008970115,0.002127268,0.002945318,0.00812172,0.004573117,0.01449845,0.1014403],"category_scores_gemma":[0.02298913,0.0006839269,0.001615162,0.00194009,0.002751433,0.005369687,0.00266975,0.008026469,0.06994593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003828081,"about_ca_system_score_gemma":0.009887429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008411816,"about_ca_topic_score_gemma":0.008108455,"domain_scores_codex":[0.982863,0.002582754,0.001076561,0.001721436,0.0106372,0.001119052],"domain_scores_gemma":[0.9851514,0.003042174,0.0006262694,0.002525179,0.008149824,0.000505163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006826033,0.0001137692,0.0002857028,0.0007837688,0.00001416407,0.000361381,0.0009291043,0.0002739265,0.002478162,0.2279536,0.5740702,0.1926679],"study_design_scores_gemma":[0.000004128351,0.00001501752,0.00008345779,0.0002009146,0.000004189194,0.0001027621,0.00005353987,0.00002383899,0.0002748494,0.003732691,0.9954984,0.000006264386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009576181,0.01089674,0.007616949,0.02281755,0.006549282,0.0006897523,0.001361899,0.0008131346,0.948297],"genre_scores_gemma":[0.01914143,0.01104067,0.01538705,0.05276687,0.002632328,0.001222446,0.002370936,0.0005512752,0.8948871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1014403,"threshold_uncertainty_score":0.3393517,"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."}}