{"id":"W3161361682","doi":"10.1080/00220620.2021.1922178","title":"The emotional and personal toll of higher education leadership","year":2021,"lang":"en","type":"article","venue":"Journal of Educational Administration & History","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Focus (optics); Leadership style; Educational leadership; Leadership; Toll; Psychology; Transformational leadership; Instructional leadership; Shared leadership; Public relations; Leadership studies; Social psychology; Sociology; Political science; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009970616,0.0005196418,0.0005123829,0.001638223,0.001898083,0.002283757,0.0009979393,0.001167725,0.2461406],"category_scores_gemma":[0.002803868,0.0002353092,0.0004705765,0.00161389,0.001080794,0.001628277,0.001505763,0.001584925,0.08301328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000738619,"about_ca_system_score_gemma":0.00146574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334054,"about_ca_topic_score_gemma":0.00639325,"domain_scores_codex":[0.9992149,0.0001964459,0.00004653707,0.00004678315,0.0003526435,0.0001425443],"domain_scores_gemma":[0.9983796,0.000550651,0.00006773707,0.000122157,0.00040608,0.000473737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002068708,0.0001390368,0.001665741,0.0006414914,0.000005495392,0.0003511349,0.000651149,0.0001065015,0.001616086,0.02938629,0.717817,0.2474131],"study_design_scores_gemma":[0.00001769454,0.0001718656,0.006923147,0.0003076275,0.000005556269,0.0006408396,0.001023586,0.00006241939,0.0005888896,0.002772668,0.9874664,0.00001933711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005635304,0.01060523,0.002488176,0.02194379,0.02247938,0.0002585369,0.004359003,0.0004220348,0.9318085],"genre_scores_gemma":[0.01445187,0.004964564,0.0006528937,0.001887831,0.002258116,0.0001213708,0.001319575,0.0001543478,0.9741895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2461406,"threshold_uncertainty_score":0.8234224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240384057120226,"score_gpt":0.3679488968825532,"score_spread":0.2439104911705305,"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."}}