{"id":"W4214604571","doi":"10.33423/jabe.v24i1.5008","title":"The Impact of an Epidemic: An Analysis of HIV and Early Marriage for Women in Sub-Saharan Africa","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Demography; Educational attainment; Geography; Medicine; Sociology; Economic growth; Economics; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002461911,0.0001255843,0.0008652402,0.0007404341,0.000128383,0.00006034021,0.0002239521,0.0000528813,0.00003601594],"category_scores_gemma":[0.00006245105,0.000102761,0.0001555775,0.0004031147,0.00008559156,0.0002638044,0.00005786324,0.0001245999,2.478958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493214,"about_ca_system_score_gemma":0.00006899729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119882,"about_ca_topic_score_gemma":0.00003991611,"domain_scores_codex":[0.9985082,0.0000226579,0.001022801,0.0001628513,0.00002381568,0.00025971],"domain_scores_gemma":[0.9982111,0.0002294294,0.001205768,0.0001897714,0.00004156913,0.0001223704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0217298,0.001710047,0.6090856,0.0002555388,0.006021287,0.00001276555,0.02273798,0.2495518,0.003624328,0.02691743,0.0008656852,0.05748776],"study_design_scores_gemma":[0.00219804,0.0007603136,0.9380671,0.000006650876,0.0001026027,0.00001182944,0.001821197,0.02775689,0.00006531033,0.02477241,0.004166207,0.0002714613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978339,0.001114363,0.00008699294,0.00009070735,0.00005253389,0.0001390972,0.0003811098,0.000001535256,0.0002997449],"genre_scores_gemma":[0.997709,0.002002767,0.0001500702,0.00001036569,0.00004540895,0.00001374917,0.000006086526,0.00001584456,0.0000466586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3289815,"threshold_uncertainty_score":0.4190471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278915414591235,"score_gpt":0.2397388646674982,"score_spread":0.2169497105215858,"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."}}