{"id":"W4307701977","doi":"10.3389/fnut.2022.1043665","title":"Did the sweetness of beverages change with the Chilean Food Labeling and Marketing Law? A before and after study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Bloomberg Philanthropies; National Institutes of Health; Fondo Nacional de Desarrollo Científico y Tecnológico; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agencia Nacional de Investigación y Desarrollo; National Institute of Diabetes and Digestive and Kidney Diseases; International Development Research Centre","keywords":"Sweetness; Marketing; Food science; Food labeling; Food marketing; Business; Advertising; Economics; Taste; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007647343,0.0002299014,0.000465845,0.0009184425,0.001085781,0.003238242,0.00118904,0.001688983,0.009763432],"category_scores_gemma":[0.02287538,0.0004610402,0.001005623,0.002032672,0.002155835,0.003505552,0.001458065,0.003175699,0.0007595099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006422963,"about_ca_system_score_gemma":0.003724218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1018387,"about_ca_topic_score_gemma":0.08772752,"domain_scores_codex":[0.9973963,0.0009865225,0.0001281487,0.0004862128,0.0005271427,0.000475519],"domain_scores_gemma":[0.9818524,0.006466507,0.006324791,0.001701257,0.002774636,0.0008803734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001443295,0.001873387,0.9017566,0.0008287345,0.0005004765,0.0008032011,0.01589666,0.0005136206,0.0009800167,0.007194604,0.007216542,0.0609928],"study_design_scores_gemma":[0.00004470665,0.000266321,0.9734223,0.0003087099,0.00009367462,0.00008125153,0.008239363,0.0003707551,0.0003341558,0.001219508,0.01557573,0.00004350798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683382,0.00437898,0.0003985249,0.01023438,0.0001427229,0.0001288777,0.0008954048,0.00001356686,0.01546938],"genre_scores_gemma":[0.9877751,0.002235722,0.0002864222,0.002157335,0.0001819645,0.00009359399,0.0005130492,0.00002332775,0.006733487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018387,"threshold_uncertainty_score":0.2024919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044048391156016,"score_gpt":0.2251588343848202,"score_spread":0.21471835047326,"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."}}