{"id":"W3112047282","doi":"10.1017/s1368980020004966","title":"The role of colour and summary indicators in influencing front-of-pack food label effectiveness across seven countries","year":2020,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nutrition facts label; Comprehension; Food choice; Monochrome; Sample (material); China; Environmental health; Psychology; Medicine; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02981691,0.0003882772,0.0004483162,0.0008074136,0.0005940385,0.002667719,0.0005879884,0.0008443563,0.002766062],"category_scores_gemma":[0.06301244,0.0003266596,0.0007800277,0.0008071332,0.001829573,0.001501252,0.001557206,0.0008589121,0.0002678455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154404,"about_ca_system_score_gemma":0.0009399698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008199465,"about_ca_topic_score_gemma":0.007369337,"domain_scores_codex":[0.9833808,0.01216382,0.001099758,0.001048622,0.001749496,0.0005574871],"domain_scores_gemma":[0.937121,0.04492103,0.01007113,0.002235223,0.004218332,0.00143334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006963873,0.001585911,0.8258732,0.001980196,0.0008103322,0.0002491736,0.03272136,0.001352958,0.003969396,0.001219319,0.001750494,0.1215238],"study_design_scores_gemma":[0.0002565013,0.002718715,0.9682138,0.001008695,0.0004432274,0.0001284948,0.01738183,0.001766057,0.001930984,0.0006101909,0.005429219,0.0001122094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948211,0.000474369,0.0007531704,0.000230706,0.00003880527,0.0001330429,0.0001175628,0.00001392631,0.003417338],"genre_scores_gemma":[0.996778,0.0002592002,0.002278525,0.000144042,0.000006842425,0.00008372675,0.000076956,0.00001344674,0.0003592951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981691,"threshold_uncertainty_score":0.1576888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576203879958799,"score_gpt":0.311227328754141,"score_spread":0.285465289954553,"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."}}