{"id":"W2324179567","doi":"10.5864/d2013-025","title":"Assessing the effectiveness of calorie labeling on restaurant menus","year":2013,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Calorie; Nutrition Labeling; Consumption (sociology); Advertising; Population; Food labeling; Business; Marketing; Environmental health; Medicine; Food science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01346938,0.0004408981,0.001232127,0.001364185,0.0003204901,0.001155081,0.0007643969,0.0007303844,0.001724615],"category_scores_gemma":[0.03674953,0.0002613216,0.001252439,0.001321039,0.0004662313,0.001016981,0.0004531471,0.0005470135,0.0001951171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007839634,"about_ca_system_score_gemma":0.001396212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357231,"about_ca_topic_score_gemma":0.007404773,"domain_scores_codex":[0.9886403,0.006970352,0.001010943,0.0003593855,0.00281401,0.0002049731],"domain_scores_gemma":[0.9645178,0.02343135,0.007838231,0.000370601,0.003531086,0.0003108232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01344352,0.003510493,0.07141886,0.1082615,0.004780377,0.0003223442,0.004441674,0.0006155014,0.01032738,0.000751709,0.001274262,0.7808525],"study_design_scores_gemma":[0.002691878,0.06569757,0.7428485,0.069206,0.03116922,0.001376831,0.01171974,0.001557881,0.02326893,0.0009253291,0.04924185,0.0002963051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7831585,0.1985963,0.001629257,0.001324613,0.0003562804,0.0008687237,0.0003089365,0.00003910341,0.01371835],"genre_scores_gemma":[0.8895802,0.09981731,0.007813845,0.0006687407,0.0002719984,0.0004144238,0.0002494225,0.00001450281,0.001169587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346938,"threshold_uncertainty_score":0.07123375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803017070429481,"score_gpt":0.3650560310532125,"score_spread":0.3270258603489177,"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."}}