{"id":"W4214908126","doi":"10.1136/tobaccocontrol-2021-056559","title":"Plain tobacco packaging: progress, challenges, learning and opportunities","year":2022,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Consumer Packaging Perceptions and Trends","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Packaging and labeling; Business; Tobacco industry; Tobacco control; Marketing; Public health; Medicine; Political science; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005458201,0.0002451495,0.0002891974,0.000348688,0.0009491071,0.0003598104,0.0002124226,0.0000386575,0.001799787],"category_scores_gemma":[0.00003259974,0.0002550417,0.00008567872,0.0001913873,0.0001123313,0.0005592622,0.0003579104,0.0003660962,0.00008235708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004218429,"about_ca_system_score_gemma":0.00003212985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691196,"about_ca_topic_score_gemma":0.0001187781,"domain_scores_codex":[0.9985466,0.00005106581,0.0002594974,0.0003953115,0.0003192294,0.0004283167],"domain_scores_gemma":[0.9994211,0.00006197425,0.0001792664,0.00023288,0.0000739916,0.00003076225],"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":[0.00006561202,0.0001103913,0.3378524,0.00004263757,0.00008857214,0.00007037114,0.0001720535,0.00003193011,0.00001907517,0.03088765,0.002806864,0.6278525],"study_design_scores_gemma":[0.001764766,0.00003300977,0.04878982,0.0000200903,0.000115971,0.00002277374,0.003430666,0.0009089542,2.722177e-7,0.0004787422,0.9440183,0.000416661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074039,0.03031061,0.0001031164,0.05409,0.001161057,0.0009696902,0.00004670833,0.001558678,0.1043563],"genre_scores_gemma":[0.9959546,0.0002767481,0.00003150768,0.001304156,0.0005129807,0.0002146452,0.00005433152,0.00004591582,0.00160515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9412114,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847938713222275,"score_gpt":0.238897329395416,"score_spread":0.2004179422631932,"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."}}