{"id":"W4296654875","doi":"10.1108/nfs-02-2022-0066","title":"Consumer understanding of sugar types predicts food label use","year":2022,"lang":"en","type":"article","venue":"Nutrition & Food Science","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Sugar; Food choice; Nutrition facts label; Added sugar; Originality; Medicine; Environmental health; Psychology; Food science; Demography; Social psychology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004176141,0.00009256281,0.0001830212,0.000262781,0.0004262218,0.00003854827,0.0001697044,0.0000263585,0.0001637859],"category_scores_gemma":[0.0001414509,0.00009363405,0.00004934524,0.0009440981,0.00036659,0.0002237374,0.0001430463,0.0001849857,0.00000376482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055753,"about_ca_system_score_gemma":0.0002350925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646283,"about_ca_topic_score_gemma":0.00002193087,"domain_scores_codex":[0.9984912,0.00002926828,0.0002301845,0.0002935659,0.0006922047,0.0002635818],"domain_scores_gemma":[0.9992956,0.00008262442,0.00008831445,0.0002463095,0.0001576041,0.0001295552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001793487,0.008124788,0.1275279,0.002196088,0.001161522,0.00008708981,0.004757243,0.0001169723,0.5758271,0.2684052,0.004359093,0.00564356],"study_design_scores_gemma":[0.1072302,0.113112,0.129295,0.007174571,0.006111518,0.003520241,0.04217793,0.02992192,0.3395121,0.05678358,0.1590706,0.006090254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992349,0.003841323,0.0006720367,0.0008299043,0.0003614073,0.0005456553,0.0001463286,0.000086981,0.001167307],"genre_scores_gemma":[0.9982402,0.00007596471,0.00137852,0.0001911114,0.00002399655,0.00003078774,0.00001092314,0.00001044233,0.00003809685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.236315,"threshold_uncertainty_score":0.3818286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114097428863238,"score_gpt":0.3033050040395603,"score_spread":0.1892075751763223,"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."}}