{"id":"W4293535864","doi":"10.3389/fpos.2022.943120","title":"The 2018 public consultation on standardized packaging in Singapore: Analysis of policy actors' submissions","year":2022,"lang":"en","type":"article","venue":"Frontiers in Political Science","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ateneo de Manila University; Cancer Research UK; International Development Research Centre","keywords":"Tobacco control; Tobacco industry; Framing (construction); Public policy; Subsidiary; Thematic analysis; Packaging and labeling; Portfolio; Business; Intellectual property; Public relations; Convention; Public health; Political science; Accounting; Public administration; Marketing; Medicine; Sociology; Finance; Engineering; Qualitative research; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004468024,0.00009925074,0.0003098918,0.001634395,0.0007065801,0.0001259912,0.0005621918,0.0000339451,0.00004051385],"category_scores_gemma":[0.01153285,0.0000737998,0.00006983209,0.008295458,0.0008295649,0.0003861265,0.0003086776,0.0002454602,0.000002127407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009253835,"about_ca_system_score_gemma":0.0005220342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491454,"about_ca_topic_score_gemma":0.0002743371,"domain_scores_codex":[0.9973264,0.0001152257,0.0004911459,0.0002852827,0.0005421563,0.001239791],"domain_scores_gemma":[0.9988973,0.0004533759,0.0001803556,0.000255156,0.0001204011,0.0000933862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002507941,0.00005349068,0.113946,0.000008031046,0.00001313274,0.000001340039,0.00006646841,0.001113701,0.00001279337,0.8617121,0.02162147,0.001426387],"study_design_scores_gemma":[0.0007161656,0.00003443199,0.4608388,0.00001378319,0.00004258908,5.981396e-7,0.006968395,0.1269806,0.000004942849,0.059502,0.344683,0.0002146942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7085688,0.00006430829,0.001263422,0.2485257,0.001497526,0.0004027433,0.00005685093,0.00004771813,0.03957295],"genre_scores_gemma":[0.9902294,0.00000592585,0.0001265152,0.00946998,0.00009982195,0.00002093099,0.0000101863,0.000004575609,0.0000327242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8022101,"threshold_uncertainty_score":0.9967934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741344635952128,"score_gpt":0.3236037810249766,"score_spread":0.2961903346654553,"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."}}