{"id":"W2959121434","doi":"10.1007/s13668-019-00289-x","title":"Effect of Formulation, Labelling, and Taxation Policies on the Nutritional Quality of the Food Supply","year":2019,"lang":"en","type":"review","venue":"Current Nutrition Reports","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Labelling; Quality (philosophy); Food supply; Business; Clinical nutrition; Food science; Food policy; Biotechnology; Public economics; Economics; Medicine; Agricultural economics; Chemistry; Biochemistry; Agriculture; Biology; Food security","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":[0.00244932,0.0007286671,0.001516047,0.001835706,0.0002041251,0.001525353,0.0009522026,0.001245342,0.003752423],"category_scores_gemma":[0.003430422,0.0003085654,0.001240483,0.002772069,0.0005713672,0.0009626821,0.0005875791,0.001066952,0.0004562415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394466,"about_ca_system_score_gemma":0.001802333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006731924,"about_ca_topic_score_gemma":0.009899891,"domain_scores_codex":[0.9992046,0.0002711362,0.0001087165,0.000137331,0.0002265437,0.00005171652],"domain_scores_gemma":[0.9971898,0.00182769,0.0006361851,0.00004326695,0.0002590112,0.0000440176],"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":[0.0006615433,0.000140774,0.001004779,0.106383,0.001414325,0.0000805012,0.0001009611,0.001071267,0.00138278,0.005574747,0.005648567,0.8765368],"study_design_scores_gemma":[0.0003241567,0.001197665,0.02517906,0.1551442,0.01305891,0.001020852,0.0005255414,0.0007966908,0.005083814,0.005874732,0.7916343,0.0001599711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008614548,0.9980904,0.0000407927,0.0002035017,0.0000654985,0.000003702771,0.00003075119,0.000001654212,0.0007022653],"genre_scores_gemma":[0.004580788,0.9950117,0.00008420258,0.0001174776,0.0000468658,0.000003453336,0.00002437525,8.500214e-7,0.0001302528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006731924,"threshold_uncertainty_score":0.01338547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003077811203967,"score_gpt":0.4025431667526854,"score_spread":0.3022353856322886,"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."}}