{"id":"W3122832152","doi":"10.31532/gendwomensstud.2.3.001","title":"Exploring the Experiences of Female Graduate Students in African Universities: Questions about Voice, Power, and Responsibility","year":2019,"lang":"en","type":"article","venue":"Gender and Women s Studies","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's and Gender Studies et Recherches Féministes; University of Alberta","funders":"","keywords":"Graduate students; Power (physics); Politics; Political science; Higher education; Position (finance); Quality (philosophy); Graduate education; Training (meteorology); Public relations; Medical education; Sociology; Pedagogy; Medicine; Business; Finance","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":[0.001476859,0.00007421408,0.0001776674,0.00006429601,0.0004861282,0.00003253965,0.0001635237,0.00001804806,0.00001423975],"category_scores_gemma":[0.00006932768,0.00005755701,0.0000204902,0.0002177831,0.0005851379,0.0002900264,0.0003266095,0.00007196719,0.000002230661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009882945,"about_ca_system_score_gemma":0.00005800804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006423068,"about_ca_topic_score_gemma":0.0002636405,"domain_scores_codex":[0.9988382,0.0003051657,0.0001269112,0.0001958755,0.000310142,0.0002236357],"domain_scores_gemma":[0.999489,0.0002228352,0.00004812111,0.000115886,0.00007458165,0.0000495904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003077954,0.00002705542,0.1105745,0.00002362089,0.00003993361,7.713057e-7,0.8870442,0.000001194582,0.000003624459,0.002156838,0.00001020481,0.00008726965],"study_design_scores_gemma":[0.0001312971,0.0000345481,0.3238502,0.000009102461,0.000004463243,8.148159e-8,0.6747358,2.747591e-7,0.000005632377,0.0009492285,0.0002318925,0.00004755428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937844,0.0007694546,0.000001348379,0.0001454428,0.0001888124,0.0001661385,0.000004524518,0.00001191993,0.004927947],"genre_scores_gemma":[0.9976656,0.001799366,0.00001142926,0.00003887213,0.00000999186,0.00001771613,1.520556e-7,0.000001634281,0.000455182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2132757,"threshold_uncertainty_score":0.3738954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398787772673545,"score_gpt":0.36464104142027,"score_spread":0.1247622641529155,"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."}}