{"id":"W3152881905","doi":"10.1371/journal.pone.0250014","title":"What empowerment indicators are important for food consumption for women? Evidence from 5 sub-Sahara African countries","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Empowerment; Women's empowerment; Consumption (sociology); Socioeconomics; Poisson regression; Diversity (politics); Geography; Demography; Environmental health; Economic growth; Medicine; Population; Economics; Political science; Sociology; Social 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":[0.00451551,0.0004587856,0.0004768069,0.002047868,0.0006349731,0.001227402,0.0003558762,0.0003269843,0.001806248],"category_scores_gemma":[0.01303427,0.0003957721,0.0006499713,0.00432322,0.001386979,0.0009725704,0.001748692,0.0005231901,0.0001224543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004687919,"about_ca_system_score_gemma":0.0009414084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01668557,"about_ca_topic_score_gemma":0.02683937,"domain_scores_codex":[0.9975396,0.00154375,0.0001988096,0.0001946594,0.0002012128,0.0003219489],"domain_scores_gemma":[0.9898755,0.00534432,0.00349358,0.0003021624,0.0006279367,0.000356521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003285062,0.00004782689,0.9231211,0.001702237,0.0006839354,0.0005111523,0.01135648,0.000121572,0.0002281659,0.001059002,0.000574165,0.06026579],"study_design_scores_gemma":[0.00001892815,0.0000631607,0.9831607,0.00103846,0.000306904,0.0001436438,0.01023522,0.00004489246,0.00009003748,0.0001845489,0.004702319,0.00001120256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705966,0.02205842,0.0002304314,0.001295402,0.0000335584,0.00003486401,0.0004986001,0.000002523744,0.005249605],"genre_scores_gemma":[0.990308,0.008898629,0.0002354073,0.0001867652,0.000018964,0.00002134876,0.0001646506,0.000002017519,0.0001640888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668557,"threshold_uncertainty_score":0.0331769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876041532646414,"score_gpt":0.2781253312982607,"score_spread":0.2193649159717965,"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."}}