{"id":"W2003913317","doi":"10.1016/j.healthpol.2012.05.010","title":"Enhancing public trust in the food safety regulatory system","year":2012,"lang":"en","type":"article","venue":"Health Policy","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Food safety; Transparency (behavior); Legislation; Business; Agency (philosophy); Public relations; Public health; Government (linguistics); Public trust; Food safety risk analysis; Marketing; Medicine; Political science; Sociology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001718126,0.0000953098,0.0001568549,0.0000236433,0.0003833056,0.00002606183,0.0002406003,0.00005972401,0.00004092203],"category_scores_gemma":[0.0000555757,0.00003046757,0.00005155675,0.0005879583,0.00003270162,0.0001508551,0.00004080896,0.0001457164,0.00006350601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801753,"about_ca_system_score_gemma":0.00006565693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044732,"about_ca_topic_score_gemma":0.004816017,"domain_scores_codex":[0.9983225,0.0003747334,0.0003070808,0.0001313126,0.0001864401,0.0006779101],"domain_scores_gemma":[0.9994757,0.0001366736,0.00009813623,0.00008865753,0.00001617054,0.0001847228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005706539,0.0003350867,0.01152407,0.0002987395,0.00001560808,0.000001679023,0.006842799,0.000002592033,0.002247171,0.7403957,0.00290759,0.2353719],"study_design_scores_gemma":[0.0001363031,0.0003196165,0.7110771,0.00004475194,0.000001284669,0.00002281747,0.003858447,0.00000611517,0.00008499875,0.00008934725,0.284245,0.0001141826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8815278,0.001233673,0.000003703063,0.1090193,0.0001901962,0.0003406331,0.00003081819,0.00008336183,0.007570469],"genre_scores_gemma":[0.9926527,0.00004950971,0.00002308111,0.00585102,0.001325737,0.0000197833,0.00001403583,8.133499e-7,0.00006336795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7403064,"threshold_uncertainty_score":0.3091037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291805033540843,"score_gpt":0.2894717631614211,"score_spread":0.2365537128260127,"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."}}