{"id":"W4323022194","doi":"10.21423/awlj-v37.a9","title":"Literature Review of The University Teaching Trap of Academic Women","year":2017,"lang":"en","type":"article","venue":"Advancing Women in Leadership Journal","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Work (physics); Sociology; Higher education; Public relations; Balance (ability); Political science; Social work; Career development; Trap (plumbing); Service (business); Medical education; Pedagogy; Psychology; Business; Medicine; Engineering; Marketing","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":[0.007028234,0.00007870097,0.0002521602,0.00007979649,0.001121105,0.00003096838,0.001061876,0.0001054483,0.00009014001],"category_scores_gemma":[0.001896738,0.00006611778,0.0001002545,0.000166626,0.0003699765,0.000830604,0.00009094657,0.00115534,0.000001214138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006355961,"about_ca_system_score_gemma":0.0002793429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006988114,"about_ca_topic_score_gemma":0.00005743657,"domain_scores_codex":[0.9978886,0.0008457206,0.0002579809,0.0001131616,0.0004056255,0.0004889156],"domain_scores_gemma":[0.9987803,0.0001197445,0.0006017486,0.0002515508,0.00009691025,0.000149744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008460677,0.000083152,0.1877776,0.003350522,0.00005946259,0.00002780538,0.7917404,0.00002376561,0.00049021,0.006375199,0.001433994,0.008553321],"study_design_scores_gemma":[0.001280741,0.0001207408,0.1360699,0.02853273,0.00003679084,0.00002309351,0.7649462,0.000003389779,0.0001561978,0.008581709,0.05991361,0.0003348745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665602,0.006864086,0.00003982473,0.01209836,0.0005418511,0.0001804006,0.000008790076,0.000009805932,0.01369668],"genre_scores_gemma":[0.9848455,0.0133877,0.00009200886,0.0004321125,0.0001044455,3.089422e-7,1.715761e-7,0.000003493802,0.001134224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05847961,"threshold_uncertainty_score":0.8622749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214070839756035,"score_gpt":0.3299453715947469,"score_spread":0.2085382876191434,"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."}}