{"id":"W2580993545","doi":"10.22140/pv.116","title":"Engaging Women in Public Leadership in West Virginia","year":2016,"lang":"en","type":"article","venue":"Public Voices","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Legislature; West virginia; State (computer science); Quarter (Canadian coin); Inclusion (mineral); Executive summary; Population; Public administration; State legislature; Political science; Sociology; Gender studies; Law; Geography; Demography; Archaeology; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003168317,0.0003995074,0.0003373871,0.001103796,0.02141534,0.009188088,0.001250274,0.001543915,0.003944007],"category_scores_gemma":[0.005030879,0.0004051539,0.0002101061,0.0009408735,0.007263056,0.003087255,0.006993178,0.002628617,0.0004635354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008492026,"about_ca_system_score_gemma":0.007587177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06206063,"about_ca_topic_score_gemma":0.1379551,"domain_scores_codex":[0.9935622,0.003912788,0.00005526378,0.0002276552,0.0003502752,0.001891792],"domain_scores_gemma":[0.9977934,0.0009303884,0.0002746923,0.0000684486,0.0001992512,0.0007338056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003202135,0.00007669554,0.006125029,0.00003180026,0.000006685795,0.0009658882,0.9597502,0.00004020098,0.0006964776,0.009310927,0.006753793,0.01621029],"study_design_scores_gemma":[0.000001831981,0.00002658871,0.001940754,0.00005079103,0.000002844182,0.0001311732,0.9453256,0.00004156214,0.0001840739,0.0005665616,0.05172068,0.000007479676],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374161,0.001065111,0.000747668,0.0119273,0.0002900526,0.00004025321,0.00003095837,0.00003237442,0.04845011],"genre_scores_gemma":[0.9848726,0.0004388297,0.000173392,0.001204976,0.00004617461,0.00002416329,0.00001500734,0.00002253689,0.01320226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06206063,"threshold_uncertainty_score":0.1233988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178592037528869,"score_gpt":0.3310658089430816,"score_spread":0.1524737714142126,"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."}}