{"id":"W4295080273","doi":"10.1111/1541-4337.13031","title":"The clean label trend: An ineffective heuristic that disserves both consumers and the food industry?","year":2022,"lang":"en","type":"review","venue":"Comprehensive Reviews in Food Science and Food Safety","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Marketing; Heuristic; Business; Food industry; Advertising; Narrative; Narrative review; Food science; Psychology; Computer science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01023215,0.0006845177,0.001453899,0.001910993,0.001143574,0.005850557,0.001601055,0.004150522,0.001734793],"category_scores_gemma":[0.01280017,0.0004311707,0.0006791736,0.003037967,0.008784251,0.009871281,0.001999812,0.005318523,0.0007693483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503144,"about_ca_system_score_gemma":0.006014883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00325915,"about_ca_topic_score_gemma":0.007575058,"domain_scores_codex":[0.9936897,0.004224904,0.0004669891,0.0004275862,0.001054135,0.0001366813],"domain_scores_gemma":[0.9904467,0.007748963,0.0006599454,0.0002344401,0.0007899801,0.0001200282],"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":[0.000112459,0.00005470778,0.00054231,0.05513969,0.0003032761,0.0003885877,0.01308161,0.0002224178,0.0008288081,0.3011422,0.05160631,0.5765777],"study_design_scores_gemma":[0.00002090068,0.00009038964,0.0005302475,0.04655825,0.0002342356,0.000577711,0.009170237,0.0001223948,0.0003843782,0.06478593,0.8774804,0.0000448611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008429197,0.9469718,0.00200666,0.04285051,0.001303695,0.00002355612,0.00001922822,0.00001265349,0.005968939],"genre_scores_gemma":[0.02221545,0.9267559,0.004124051,0.04331651,0.00117634,0.0000799806,0.00003548766,0.00002622794,0.002270135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01023215,"threshold_uncertainty_score":0.05411345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489321945387785,"score_gpt":0.3793865887472192,"score_spread":0.2304543942084407,"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."}}