{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01409004,0.0001361502,0.0003056148,0.00405818,0.0001353295,0.0002776736,0.0007404627,0.00008599821,0.0001192518],"category_scores_gemma":[0.00243182,0.0001291967,0.00005577525,0.001486144,0.0002148382,0.0008871434,0.0008479942,0.0007810408,0.000317354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002739344,"about_ca_system_score_gemma":0.00005659337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690174,"about_ca_topic_score_gemma":0.0005568392,"domain_scores_codex":[0.9959565,0.0005276889,0.0008236349,0.0003516903,0.001410858,0.0009295772],"domain_scores_gemma":[0.9972653,0.001235361,0.0002823264,0.0001378012,0.001020987,0.00005823086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000577404,0.0001628651,0.9097807,0.0002866983,0.00009741447,0.001756783,0.0006916594,0.0009734961,0.0001922829,0.05390469,0.02381063,0.007765352],"study_design_scores_gemma":[0.003366573,0.00008217894,0.8961151,0.0009209646,0.00001307971,0.0000721195,0.006909212,0.01859795,0.00002187227,0.01027599,0.06338222,0.0002427331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796757,0.0003839002,0.000005189753,0.01392988,0.0005895874,0.0004098095,0.000005485022,0.00001920121,0.004981215],"genre_scores_gemma":[0.9972668,0.001793753,0.00002602491,0.0003170361,0.0002107363,0.00003521983,0.000005915781,0.00001646656,0.0003280613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0436287,"threshold_uncertainty_score":0.5268488,"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."}}