{"id":"W2046431217","doi":"10.1080/00221546.2001.11778866","title":"Career Strategies for Women in Academe: Arming Athena","year":2001,"lang":"en","type":"article","venue":"The Journal of Higher Education","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Affirmative action; Sociology; Context (archaeology); Gender studies; Bureaucracy; Lesbian; Management; Law; Political science; Politics; History","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":[0.006134756,0.0007675765,0.0009854489,0.002556018,0.03887269,0.01811607,0.002453501,0.006877548,0.04342409],"category_scores_gemma":[0.009169956,0.0006935658,0.0007844727,0.002171311,0.01086047,0.01005289,0.02647305,0.01284084,0.007426232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01381037,"about_ca_system_score_gemma":0.02434794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04211621,"about_ca_topic_score_gemma":0.1204335,"domain_scores_codex":[0.9938067,0.001928788,0.0002072326,0.0006163286,0.001341255,0.002099776],"domain_scores_gemma":[0.9925538,0.001454953,0.0003307436,0.0002332747,0.000884397,0.004542831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004959733,0.0001629033,0.002015951,0.0003222493,0.00001239286,0.0003338974,0.07481124,0.00004382751,0.0003640124,0.06844423,0.7327014,0.1207383],"study_design_scores_gemma":[0.000002593958,0.00001917566,0.001283735,0.000465688,0.000003067017,0.00008581486,0.05924991,0.00001049991,0.00005156432,0.002974693,0.9358311,0.00002204499],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01305534,0.03697961,0.0004177845,0.6646926,0.02794232,0.00006396212,0.0001050422,0.0001058725,0.2566374],"genre_scores_gemma":[0.1199525,0.02602966,0.00128298,0.1566396,0.008466102,0.000255675,0.0001264102,0.0002705864,0.6869765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04342409,"threshold_uncertainty_score":0.1452681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06114487340275001,"score_gpt":0.4358213709774659,"score_spread":0.3746764975747159,"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."}}