{"id":"W1983010755","doi":"10.1016/j.nut.2013.06.012","title":"Food labels: A critical assessment","year":2013,"lang":"en","type":"review","venue":"Nutrition","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Nutrition facts label; Nutrition Labeling; Business; Food industry; Marketing; Food choice; Traffic signal; Trans fat; Food labeling; Value (mathematics); Advertising; Saturated fat; Environmental health; Medicine; Food science; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001201527,0.0002579503,0.001122234,0.0001480216,0.0000592633,0.00005449286,0.00007417704,0.0003083975,0.0005754119],"category_scores_gemma":[0.00007811554,0.0002090328,0.0003774982,0.0001693705,0.00004197768,0.000059623,0.00004222212,0.0005049105,0.0002836296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637852,"about_ca_system_score_gemma":0.0001825058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005276698,"about_ca_topic_score_gemma":0.000001697748,"domain_scores_codex":[0.9986733,0.00006566721,0.0004319425,0.0003254141,0.0002549539,0.000248697],"domain_scores_gemma":[0.999159,0.0001656892,0.0000751379,0.0003003948,0.0001424003,0.0001573938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002928086,0.0004974474,0.000001807352,0.06816117,0.0003075376,0.00001731969,0.000003410584,9.286822e-10,0.000001877241,0.002008332,0.001482233,0.9275159],"study_design_scores_gemma":[0.000464023,0.000544033,0.000003436846,0.03920258,0.003443872,0.0001848799,0.000005521898,0.000006004494,5.808524e-7,0.0001701286,0.9557844,0.0001905845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002108103,0.9959994,0.0001202064,0.0003498553,0.0002424122,0.001312117,0.00004795907,0.00009052662,0.001835396],"genre_scores_gemma":[0.0000924679,0.9929208,0.005272939,0.00008522323,0.0004788884,0.0007237368,0.000291255,0.00004798915,0.00008675046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9543021,"threshold_uncertainty_score":0.8524112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260128155155375,"score_gpt":0.4333347667181647,"score_spread":0.3073219512026272,"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."}}