{"id":"W2168127429","doi":"10.1136/tobaccocontrol-2012-050703","title":"The effect of taxation on tobacco consumption and public revenues in Lebanon","year":2013,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Consumption (sociology); Revenue; Tobacco control; Tax revenue; Tobacco industry; Tax policy; Public economics; Economics; Government revenue; Business; Government (linguistics); Price elasticity of demand; Public health; Tax reform; Medicine; Finance; Microeconomics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003888578,0.00008100028,0.0001741964,0.00007776832,0.00005056481,0.00003426112,0.00003919906,0.00006899547,0.00005115357],"category_scores_gemma":[0.0004084732,0.00005204993,0.00003216778,0.00007562161,0.00005198078,0.0001075255,0.000006791352,0.0001120235,0.00001544806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004767798,"about_ca_system_score_gemma":0.00001362242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864195,"about_ca_topic_score_gemma":0.00004971762,"domain_scores_codex":[0.9992791,0.0001198117,0.0001843148,0.0001161712,0.0001696899,0.0001309188],"domain_scores_gemma":[0.9992599,0.0003209181,0.0001568623,0.0001714608,0.00005374819,0.00003707017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001315196,0.00001977279,0.8931279,0.00001243061,0.00000914161,6.751728e-7,0.00003216728,9.254385e-7,0.004116988,0.0001228614,0.0001408026,0.1022848],"study_design_scores_gemma":[0.002838498,0.0004247317,0.9944974,0.0000725821,0.00004323794,0.000003436649,0.00002580036,0.0000330802,0.001795664,0.00003798679,0.0001814198,0.00004613244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976225,0.0001895194,0.00001553389,0.001015687,0.00009734447,0.0007829361,0.000002322251,0.00001907241,0.0002551095],"genre_scores_gemma":[0.9995908,0.00005042518,0.000003347599,0.00008812298,0.00005121396,0.0001279902,0.000009675316,0.000007701417,0.00007077621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022387,"threshold_uncertainty_score":0.2122535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448775391097735,"score_gpt":0.2712149087773532,"score_spread":0.2567271548663758,"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."}}