{"id":"W4387616371","doi":"10.47339/ephj.2023.228","title":"Public Health Risks and External Food Safety in the Canadian Marketplace","year":2023,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; British Columbia Institute of Technology","funders":"","keywords":"Food safety; Business; Hazard analysis and critical control points; Product (mathematics); Critical control point; Food packaging; Pasteurization; Food safety risk analysis; Food processing; Risk analysis (engineering); Environmental health; Engineering; Food science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001536347,0.0002548757,0.0001753679,0.003616242,0.005986377,0.007243876,0.001056509,0.001143412,0.02934145],"category_scores_gemma":[0.00431547,0.0002058609,0.0004208477,0.005119438,0.002364811,0.001645099,0.001872531,0.001033996,0.0008834478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06930328,"about_ca_system_score_gemma":0.0862778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861054,"about_ca_topic_score_gemma":0.9922753,"domain_scores_codex":[0.9976916,0.0001589827,0.00005044995,0.000125245,0.001221469,0.0007522992],"domain_scores_gemma":[0.9962496,0.0003263761,0.0004878463,0.00007623779,0.001955532,0.0009043914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002784684,0.0004319074,0.3668109,0.0006753227,0.0000908853,0.003559174,0.01953729,0.0009619881,0.002349705,0.1660974,0.1388171,0.3003899],"study_design_scores_gemma":[0.00002846317,0.00007176244,0.4232733,0.0006783386,0.00005957093,0.0006853699,0.04505442,0.001212062,0.0009199491,0.005714217,0.5221636,0.0001389634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.379757,0.01107856,0.0006945513,0.0865691,0.0004078943,0.0002059828,0.005018751,0.00009890728,0.5161693],"genre_scores_gemma":[0.9400211,0.008305701,0.0006068303,0.004169874,0.00009433337,0.00002224828,0.0008586708,0.00002972589,0.04589147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06930328,"threshold_uncertainty_score":0.5028329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539375734575872,"score_gpt":0.2705886737493515,"score_spread":0.1166511002917643,"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."}}