{"id":"W4386100805","doi":"10.51594/ijmer.v5i8.528","title":"ALCOHOL CONSUMPTION AND ITS DETERMINANTS IN AFRICA: A QUANTITATIVE RESEARCH CONCERNING YOUNG CONSUMERS IN BRAZZAVILLE","year":2023,"lang":"en","type":"article","venue":"International Journal of Management & Entrepreneurship Research","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Consumption (sociology); Alcohol consumption; Environmental health; Logistic regression; Ordered logit; Psychology; Alcohol; Business; Socioeconomics; Demographic economics; Economics; Medicine; Sociology; Social science; Computer science","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":[0.0004643086,0.0001617823,0.0001353182,0.0008224878,0.0007257243,0.0005322278,0.0001567368,0.0002270354,0.001511814],"category_scores_gemma":[0.001144333,0.0001919797,0.0002091089,0.001128679,0.0004706021,0.00040082,0.0003134697,0.0002725555,0.0001207512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009943969,"about_ca_system_score_gemma":0.0005845569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03617474,"about_ca_topic_score_gemma":0.07333959,"domain_scores_codex":[0.9998209,0.0000745099,0.00001550292,0.00001999565,0.00002062312,0.00004857407],"domain_scores_gemma":[0.999409,0.0002474488,0.0001961749,0.00001777534,0.00006084238,0.00006872892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004658437,0.0001221529,0.9668289,0.00009358091,0.00001767533,0.0003565103,0.02605509,0.00007393997,0.001119931,0.0001867862,0.0001217598,0.004977019],"study_design_scores_gemma":[0.000001977647,0.0001050884,0.9531794,0.00005088536,0.0000121972,0.0001728127,0.04522626,0.0001610391,0.0001731826,0.0000273653,0.0008832188,0.000006505398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995874,0.00004382694,0.00002579622,0.00002051085,5.617489e-7,0.00001087399,0.00009076875,2.826138e-7,0.000219942],"genre_scores_gemma":[0.9994667,0.0001063228,0.00007490943,0.00001160154,0.000001081853,0.00002372373,0.00006823261,4.707312e-7,0.0002469614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03617474,"threshold_uncertainty_score":0.07192838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3828514541616533,"score_gpt":0.4925799893194906,"score_spread":0.1097285351578373,"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."}}