{"id":"W2155668936","doi":"10.1177/0263211x000282003","title":"Women Managing/Managing Women","year":2000,"lang":"en","type":"article","venue":"Educational Management & Administration","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Nova scotia; Leadership style; Identification (biology); Administration (probate law); Educational administration; Field (mathematics); Pedagogy; Educational leadership; Psychology; Sociology; Public relations; Political science; Higher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406934,0.0003585327,0.0001709398,0.0006122295,0.006208864,0.003094897,0.0004876567,0.0009753838,0.0103282],"category_scores_gemma":[0.003112199,0.000123921,0.0001375629,0.0004745226,0.002502819,0.001226874,0.00199843,0.001107395,0.001663406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465351,"about_ca_system_score_gemma":0.004984807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009729257,"about_ca_topic_score_gemma":0.02146128,"domain_scores_codex":[0.9988386,0.0004140323,0.0000248331,0.00007741381,0.000214621,0.000430553],"domain_scores_gemma":[0.9986699,0.0002352805,0.0002208639,0.00004169305,0.000158543,0.0006737495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000131226,0.0001669213,0.05122218,0.0005064688,0.00002814691,0.007731569,0.2632397,0.0001220712,0.006409755,0.05295787,0.2618677,0.3556164],"study_design_scores_gemma":[0.00001207442,0.0000966801,0.01189562,0.0004681634,0.00001791608,0.002595268,0.1862359,0.00004147411,0.0006051168,0.003020591,0.794993,0.00001820101],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3872737,0.02302036,0.003510732,0.137051,0.006177402,0.0003165001,0.000130276,0.00017711,0.4423428],"genre_scores_gemma":[0.7689698,0.01180248,0.00153158,0.02000142,0.001576736,0.0001282156,0.00006171672,0.00005965405,0.1958685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0103282,"threshold_uncertainty_score":0.03455126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158248117971814,"score_gpt":0.3165599193163413,"score_spread":0.2949774381366232,"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."}}