{"id":"W2739681979","doi":"10.5539/ies.v10n8p77","title":"Challenges to Women’s Participation in Senior Administrative Positions in Iranian Higher Education","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Perspective (graphical); Psychology; Higher education; Public relations; Qualitative research; Position (finance); Work (physics); Sociology; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005411944,0.000283518,0.000373419,0.000819123,0.01108536,0.0044593,0.001087092,0.001195003,0.003497203],"category_scores_gemma":[0.007674516,0.0003255426,0.0002639646,0.001029112,0.004156536,0.002035661,0.004389755,0.001704483,0.0004782314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002753873,"about_ca_system_score_gemma":0.006078559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275682,"about_ca_topic_score_gemma":0.02655841,"domain_scores_codex":[0.9925092,0.004102294,0.0002088482,0.000246222,0.0008502817,0.002083152],"domain_scores_gemma":[0.99444,0.001431489,0.001109465,0.0001380266,0.0006498897,0.00223126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007505927,0.0001583758,0.1159249,0.0001361164,0.00001652925,0.001931323,0.8233932,0.00005210681,0.0008677365,0.004506141,0.005804706,0.04713384],"study_design_scores_gemma":[0.000003126078,0.00005467183,0.02517089,0.00007947774,0.000003414484,0.0003810047,0.9584242,0.00002998207,0.00007640195,0.0004710537,0.0152933,0.00001243355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793693,0.0009897859,0.0002478881,0.008711071,0.0001844561,0.00002282854,0.00002653369,0.000007485435,0.01044046],"genre_scores_gemma":[0.9963457,0.0004254815,0.0001246002,0.0007576621,0.00004177264,0.00001636472,0.00001478355,0.000003879921,0.00226969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275682,"threshold_uncertainty_score":0.02862138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4463809803630387,"score_gpt":0.529429556542676,"score_spread":0.08304857617963723,"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."}}