{"id":"W2081777064","doi":"10.1111/socf.12104","title":"Gendered Leadership: The Effects of Female Development Agency Leaders on Foreign Aid Spending","year":2014,"lang":"en","type":"article","venue":"Sociological Forum","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; McGill University","funders":"","keywords":"Agency (philosophy); Gender mainstreaming; Context (archaeology); Sociology; Gender and development; Power (physics); Gender studies; Gender analysis; Leadership style; Leadership development; Managerialism; Political science; Public relations; Economic growth; Gender equality; Economics; Social science; Politics; Law; Democracy","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":[0.0007128221,0.0001000611,0.0001480794,0.00002851834,0.0006864641,0.00001925601,0.0002353262,0.0001593634,0.0001023737],"category_scores_gemma":[0.0006083802,0.00006127961,0.000108542,0.00007966723,0.0006568966,0.00003777565,0.00004284233,0.0001614653,0.00005366312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006607304,"about_ca_system_score_gemma":0.00005195335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006708039,"about_ca_topic_score_gemma":0.00002710185,"domain_scores_codex":[0.9984428,0.0003999727,0.0001851028,0.0001994412,0.0002639883,0.0005087202],"domain_scores_gemma":[0.9989743,0.0007165355,0.00008854964,0.0001123505,0.00002638249,0.00008192971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001605671,0.0001058549,0.04327876,0.00007812398,0.00006120233,0.000001957016,0.06494982,0.00002337681,0.0007544981,0.8773261,0.001070325,0.01233388],"study_design_scores_gemma":[0.001182457,0.0006884509,0.1871452,0.00007535377,0.00004696876,0.000001112613,0.4854693,0.00008641239,0.01276183,0.2850389,0.02693801,0.000566112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684595,0.0001231429,0.001913214,0.003902629,0.0005200675,0.0004928404,0.000001069522,0.00006053018,0.124527],"genre_scores_gemma":[0.9978787,0.00002059268,0.0002023938,0.000624034,0.0001500165,0.00002075966,0.00000581562,0.000006321941,0.001091365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5922873,"threshold_uncertainty_score":0.5279796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639533347133352,"score_gpt":0.3511802339137907,"score_spread":0.1872268992004555,"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."}}