{"id":"W4416531237","doi":"10.1108/jea-01-2025-0036","title":"Unaccounted work of women leaders – the experience and impact of providing emotional labour on women leaders","year":2025,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Construction Owners Association of Alberta; Alberta Medical Association; University of Ottawa","funders":"","keywords":"Feeling; Emotional labor; Focus group; Qualitative research; Workload; Compassion; Perception","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248983,0.00009480702,0.0001777804,0.0001977917,0.000330889,0.00003780892,0.0002480149,0.00007527028,0.0004044495],"category_scores_gemma":[0.00184249,0.00006951937,0.00007706376,0.0006468248,0.0006753812,0.0003535534,0.0000151402,0.0002048142,0.000001244046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000804003,"about_ca_system_score_gemma":0.004587023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006927568,"about_ca_topic_score_gemma":0.00002582807,"domain_scores_codex":[0.9983277,0.000220197,0.0005237015,0.0001121565,0.0005991691,0.0002170522],"domain_scores_gemma":[0.997487,0.001012534,0.0006016078,0.00009574305,0.0006920203,0.000111085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000702353,0.001002794,0.2370454,0.00009111424,0.0002543461,8.214409e-7,0.1795013,0.0004789289,0.002152971,0.5745854,0.003186914,0.0009975875],"study_design_scores_gemma":[0.0003858605,0.0004395951,0.7696953,0.0004303334,0.00001655032,0.000004893785,0.1972792,0.000007859071,0.0004481458,0.03012683,0.001056791,0.000108543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787122,0.0000801249,0.00002628167,0.0187424,0.0004866604,0.00015544,0.00001293154,0.000002784191,0.001781178],"genre_scores_gemma":[0.9975873,0.0000299745,0.0002266429,0.0001813273,0.0002559875,0.00001882917,0.000003756066,0.000004540616,0.001691644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5444586,"threshold_uncertainty_score":0.8137181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912448549922781,"score_gpt":0.4132540025127526,"score_spread":0.3741295170135248,"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."}}