{"id":"W4308197863","doi":"10.1111/padr.12524","title":"The Transformation of Polygyny in Sub‐Saharan Africa","year":2022,"lang":"en","type":"article","venue":"Population and Development Review","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; California Center for Population Research, University of California, Los Angeles; National Institutes of Health","keywords":"Polygyny; Developing country; Geography; Ethnic group; Demographic economics; Socioeconomic status; Demography; Development economics; Socioeconomics; Economic growth; Population; Political science; Economics; Sociology","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":[0.0009075717,0.0002826634,0.0005009355,0.001513374,0.0004232529,0.0009374673,0.0003842571,0.0005078355,0.0007692585],"category_scores_gemma":[0.001187313,0.0001482439,0.0002834293,0.002599388,0.00110891,0.0008133534,0.000785151,0.0007613818,0.00007728527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009310832,"about_ca_system_score_gemma":0.001993485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170126,"about_ca_topic_score_gemma":0.01564891,"domain_scores_codex":[0.9996312,0.0001968156,0.00003203904,0.00004074008,0.00005215657,0.00004704743],"domain_scores_gemma":[0.9996914,0.0001580239,0.00006825915,0.000006619636,0.00004870554,0.0000270413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007097798,0.00004409599,0.01051087,0.01598683,0.0003497736,0.00164914,0.003205376,0.0006835475,0.000830753,0.01875551,0.008319133,0.9395939],"study_design_scores_gemma":[0.00003791158,0.0003519289,0.1570079,0.02606234,0.0004985521,0.007454083,0.01093272,0.0003600325,0.0005925898,0.01304376,0.7835929,0.00006523323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003091146,0.9951553,0.00006415309,0.0009572719,0.00009424266,0.000002760358,0.00000848015,0.000001100703,0.00062546],"genre_scores_gemma":[0.01892963,0.9805706,0.00005571893,0.0002267433,0.00008660025,0.000003559268,0.000009033605,4.546289e-7,0.0001176938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01170126,"threshold_uncertainty_score":0.02326632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07858336606190038,"score_gpt":0.3321678278910939,"score_spread":0.2535844618291936,"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."}}