{"id":"W2889340660","doi":"10.2139/ssrn.3234373","title":"Polygyny, Child Education, Health and Labour: Theory and Evidence from Mali","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Polygyny; Child labour; Child health; Demographic economics; Labour economics; Geography; Political science; Economics; Sociology; Medicine; Demography; Pediatrics; Work (physics); Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004705083,0.00007375104,0.00009916788,0.00006055459,0.001512309,0.0001364225,0.0001389937,0.00005946531,0.0001529193],"category_scores_gemma":[0.001088164,0.00006559554,0.00001763773,0.0001389864,0.0002462593,0.0003210799,0.00002419814,0.0006732502,0.00001610518],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697236,"about_ca_system_score_gemma":0.005673089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003514131,"about_ca_topic_score_gemma":0.02190978,"domain_scores_codex":[0.9979154,0.0007118416,0.0001637769,0.0001561533,0.0002035824,0.0008492587],"domain_scores_gemma":[0.9991522,0.0003196477,0.0001239708,0.00008947345,0.00009141747,0.0002232565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003206263,0.00001712765,0.01599228,0.000002577128,0.00002321643,1.512449e-7,0.01609591,2.656563e-8,0.00001010883,0.8931177,0.0002670018,0.0744418],"study_design_scores_gemma":[0.0001437001,0.0002257442,0.01152559,0.00008799129,0.00001220487,0.00003811998,0.04029961,0.000001940966,0.000004722609,0.9294737,0.01807974,0.0001069213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779749,0.09073573,0.002499761,0.02286284,0.000428907,0.000167431,0.00000221694,0.00002872373,0.005299535],"genre_scores_gemma":[0.9677496,0.02575183,0.0001057411,0.001103837,0.001317449,0.000002072649,0.000001072064,0.000007113607,0.00396131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08977473,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191749123462196,"score_gpt":0.3387967142712927,"score_spread":0.3196218019250731,"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."}}