{"id":"W2168307186","doi":"10.1016/s1499-4046(06)60006-7","title":"Consumer Use of Health-Related Endorsements On Food Labels in the United Kingdom and Australia","year":2001,"lang":"en","type":"article","venue":"Journal of Nutrition Education","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Australian Government","keywords":"Advertising; Protocol (science); Think aloud protocol; Business; Sample (material); Psychology; Marketing; Medicine; Alternative medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001839099,0.0001470224,0.0002364758,0.001420291,0.0006603795,0.00104284,0.0003070664,0.0007036508,0.001749084],"category_scores_gemma":[0.00719359,0.000295402,0.0003794873,0.001442176,0.0006573297,0.0006440397,0.0009670522,0.0008015564,0.0001780805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919672,"about_ca_system_score_gemma":0.0009808494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2468517,"about_ca_topic_score_gemma":0.3732092,"domain_scores_codex":[0.998384,0.0007590253,0.0001710969,0.0001088388,0.0004654662,0.0001115136],"domain_scores_gemma":[0.991102,0.00258034,0.003353415,0.0002384969,0.001838221,0.0008875155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002970803,0.00009209556,0.9569477,0.000126777,0.00006605385,0.0002723889,0.02607002,0.00006239305,0.0007285515,0.0001741688,0.000588916,0.0145738],"study_design_scores_gemma":[0.000002387633,0.00005830755,0.9944289,0.00003261936,0.00001349324,0.00008254425,0.004333641,0.0001169621,0.0000672099,0.00001298509,0.0008423187,0.000008708757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983437,0.0001957307,0.0000179782,0.0001808546,0.000005435366,0.00000455835,0.00007556762,0.000001267386,0.001174927],"genre_scores_gemma":[0.9987298,0.0002226112,0.00006568475,0.00007134237,0.000003996594,0.000004769632,0.00005563954,0.000001722007,0.0008443546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468517,"threshold_uncertainty_score":0.4908297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483464741737784,"score_gpt":0.3805441305115051,"score_spread":0.2321976563377267,"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."}}