{"id":"W3008785568","doi":"10.1016/j.jneb.2020.01.008","title":"“Healthy”/“Unhealthy” Food Brands Influence Health, Calorie, and Price Ratings of Food","year":2020,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Healthy food; Unhealthy food; Calorie; Caloric theory; Perception; Food science; Medicine; Healthy eating; Food products; Psychology; Advertising; Environmental health; Obesity; Physical therapy; Biology; Endocrinology; Business; Physical activity","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":[0.0007160601,0.0001716012,0.0001250224,0.000280382,0.0002379461,0.0008875445,0.0001641382,0.0007240626,0.007728115],"category_scores_gemma":[0.005025859,0.0003286081,0.0003100345,0.000168396,0.0004288927,0.0003921278,0.0003430669,0.0006768142,0.0003897939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220139,"about_ca_system_score_gemma":0.0001999498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739147,"about_ca_topic_score_gemma":0.007401644,"domain_scores_codex":[0.9996884,0.0001212266,0.00001589348,0.00005587808,0.00007206255,0.00004658924],"domain_scores_gemma":[0.996033,0.001993603,0.001002908,0.0001759917,0.0002614228,0.0005329055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01157307,0.003840538,0.9455974,0.00009198746,0.00048405,0.0001348507,0.001594605,0.0003089923,0.0205956,0.0006021583,0.000896243,0.01428053],"study_design_scores_gemma":[0.00005816157,0.000332994,0.9974278,0.000007597518,0.00008566989,0.00005055016,0.0003875161,0.0004497238,0.0007777703,0.0001439402,0.0002713169,0.000006924133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978603,0.00004046445,0.00004001931,0.00007778401,0.000008750884,0.000004687796,0.00002855652,0.000003102554,0.001936289],"genre_scores_gemma":[0.9989455,0.00003300266,0.00010959,0.00009838446,0.000007523709,0.000003315795,0.00004996668,0.000004288164,0.0007484663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007728115,"threshold_uncertainty_score":0.02585316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200511063450364,"score_gpt":0.3364214907433983,"score_spread":0.3044163801088947,"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."}}