{"id":"W2139070795","doi":"10.1002/oby.21316","title":"The efficacy of sugar labeling formats: Implications for labeling policy","year":2015,"lang":"en","type":"article","venue":"Obesity","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Waterloo","funders":"Canadian Institutes of Health Research; Canadian Foundation for Dietetic Research; Public Health Agency; Public Health Agency of Canada","keywords":"Sugar; Product (mathematics); Added sugar; Food science; Chemistry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004783202,0.00008839001,0.0001841423,0.00005003927,0.0002181221,0.00001973539,0.000129653,0.00004986612,0.000002500027],"category_scores_gemma":[0.0008536068,0.00006317874,0.000089938,0.000196728,0.00005187944,0.0000485178,0.0000623881,0.00009469804,0.00001035155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006370531,"about_ca_system_score_gemma":0.000244987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115686,"about_ca_topic_score_gemma":0.00006691194,"domain_scores_codex":[0.9992453,0.00001457535,0.0002649266,0.0001290507,0.0001126022,0.0002335785],"domain_scores_gemma":[0.9987786,0.0002778909,0.00009136443,0.0003588979,0.0003558738,0.00013732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001164487,0.001468999,0.61698,0.0007855871,0.001350859,0.000002512617,0.00362223,0.0002379393,0.03787544,0.1525018,0.006191848,0.1778183],"study_design_scores_gemma":[0.02908355,0.002025165,0.6313136,0.001086456,0.00340268,0.000176175,0.001817223,0.008366243,0.02150995,0.02317086,0.2766455,0.001402603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769419,0.005871471,0.003765626,0.009902709,0.0001836914,0.0009461027,0.00004595756,0.0001049933,0.002237534],"genre_scores_gemma":[0.9936473,0.0001102525,0.005597641,0.000225801,0.0001781112,0.00002377424,0.00001720956,0.00001549601,0.0001844446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2704536,"threshold_uncertainty_score":0.2576354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05238393822193155,"score_gpt":0.3466931234136185,"score_spread":0.294309185191687,"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."}}