{"id":"W2341388100","doi":"10.5740/jaoacint.15-033","title":"A Review of Aquaculture Practices and Their Impacts on Chemical Food Safety from a Regulatory Perspective","year":2015,"lang":"en","type":"review","venue":"Journal of AOAC International","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Aquaculture; Business; Sustainability; Food security; Agriculture; Natural resource economics; Food safety; Production (economics); Fish <Actinopterygii>; Environmental planning; Fishery; Economics; Environmental science; Biology; Ecology; Food science","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":[0.0007121016,0.0007619706,0.001003204,0.003537448,0.0003510714,0.001168063,0.0008017302,0.0008988818,0.00515296],"category_scores_gemma":[0.001255719,0.0002982495,0.0008133968,0.004027992,0.0003686845,0.00141764,0.0005176964,0.0008422072,0.001019449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000603013,"about_ca_system_score_gemma":0.001934855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267007,"about_ca_topic_score_gemma":0.004194587,"domain_scores_codex":[0.9995955,0.00007059157,0.00008134259,0.00005768845,0.0001695833,0.00002530539],"domain_scores_gemma":[0.999123,0.0004502845,0.0001833684,0.00001636314,0.0001916212,0.00003529706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000647195,0.0001062857,0.000482204,0.1046916,0.000220143,0.0003932798,0.0002217221,0.0005681426,0.002816399,0.004056485,0.0285128,0.8578662],"study_design_scores_gemma":[0.000008183218,0.000181082,0.002455086,0.02081141,0.0003234522,0.001436929,0.0002017827,0.00009093098,0.0009099313,0.001359708,0.9721916,0.00002989189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000234765,0.9982702,0.00007184059,0.0001919002,0.00009838566,0.000004202212,0.00003140528,0.000004056205,0.00109323],"genre_scores_gemma":[0.0008656649,0.9985323,0.0001189642,0.00009239968,0.00005987922,0.000003110271,0.00002115553,6.63952e-7,0.0003058642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00515296,"threshold_uncertainty_score":0.01723838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954661105571213,"score_gpt":0.329999915736604,"score_spread":0.2704533046808918,"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."}}