{"id":"W4396970788","doi":"10.1177/21582440241241982","title":"Consumer Awareness, Knowledge, Understanding, and Use of Nutrition Labels in Africa: A Systematic Narrative Review","year":2024,"lang":"en","type":"article","venue":"SAGE Open","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Psychology; Narrative review; Sociology; Linguistics","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":[0.0004682574,0.00010221,0.0005317778,0.00009717005,0.00003461675,0.00007848411,0.00006637545,0.00004100586,0.00008842442],"category_scores_gemma":[0.0001641922,0.00007897851,0.00003757862,0.0003510157,0.00005147779,0.0001927057,0.0001009894,0.0001098419,0.00001021471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008790355,"about_ca_system_score_gemma":0.0001189597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008006677,"about_ca_topic_score_gemma":0.000328268,"domain_scores_codex":[0.9991505,0.00009637668,0.0003427197,0.0001999684,0.00009353716,0.0001169585],"domain_scores_gemma":[0.9994535,0.0002294424,0.00005208248,0.0001660136,0.00004819504,0.00005079643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001165069,0.0007990709,0.00511323,0.9585997,0.001223298,0.0002847803,0.01546286,2.930344e-7,0.001332534,0.007713139,0.006990743,0.002363816],"study_design_scores_gemma":[0.001985985,0.0002258414,0.0004675829,0.9823793,0.001657891,0.0001017732,0.003157584,0.0005354623,0.0001225632,0.0008491862,0.008245081,0.0002718145],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01172631,0.9811632,0.0002375171,0.0008648092,0.0001161722,0.003592989,0.00002416772,0.00002962432,0.002245224],"genre_scores_gemma":[0.9733307,0.02526863,0.0003228913,0.00006456413,0.000009320805,0.0001605492,0.00001014709,0.00001502717,0.0008181499],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9616044,"threshold_uncertainty_score":0.322065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1425416785306804,"score_gpt":0.3761692106285093,"score_spread":0.2336275320978288,"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."}}