{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022748,0.00007487267,0.000109792,0.0003565432,0.0001590209,0.000241949,0.0002947184,0.00007817741,0.0004231961],"category_scores_gemma":[0.0008635849,0.00005720014,0.00002369829,0.0005173158,0.0001774454,0.0008868205,0.00004297703,0.0001128457,0.0001062303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266985,"about_ca_system_score_gemma":0.0002550535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282638,"about_ca_topic_score_gemma":0.01903851,"domain_scores_codex":[0.9979963,0.0003645799,0.000191401,0.0002230228,0.0003015908,0.0009230622],"domain_scores_gemma":[0.9992918,0.0002704508,0.00006071028,0.0001283069,0.00004329821,0.00020538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002156183,0.00008839517,0.7950277,0.00001507948,0.00000774836,0.000005061366,0.06985816,6.827761e-7,0.0001782082,0.1106434,0.0001995132,0.02397395],"study_design_scores_gemma":[0.000865499,0.00001803966,0.6256972,0.00003717139,0.000001464663,6.975169e-7,0.2091803,0.00002506217,0.00005781822,0.01702538,0.146832,0.0002594466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.839546,0.00008736717,0.00001953901,0.08787502,0.0002474629,0.0001175376,0.000002151621,0.00004857797,0.07205639],"genre_scores_gemma":[0.996387,0.00005036987,0.00001829376,0.0003166647,0.0001902129,0.00004928616,0.00000148374,0.000007685949,0.002978991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693305,"threshold_uncertainty_score":0.9988615,"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."}}