{"id":"W4414373500","doi":"10.5206/cjils-rcsib.v48i2.22897","title":"Leadership Perspectives on Emotional Labour in Large Urban Public Libraries","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Emotional labor; Power (physics); Work (physics); Organizational culture; Emotional exhaustion; Emotional support","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009868878,0.00005583003,0.0000783132,0.001482759,0.0009239414,0.0007042874,0.0004345821,0.00005374921,0.0004857435],"category_scores_gemma":[0.001172879,0.00005031228,0.00002311354,0.001799224,0.0008624237,0.01273114,0.00002255758,0.0002404671,0.000009236174],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227521,"about_ca_system_score_gemma":0.01071351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002853655,"about_ca_topic_score_gemma":0.001823392,"domain_scores_codex":[0.9989723,0.00009286355,0.0002621479,0.00006583134,0.0003033028,0.0003035542],"domain_scores_gemma":[0.9991289,0.0001098335,0.0001208483,0.00006087727,0.0001722464,0.0004073002],"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":[0.000003443234,0.000006743794,0.05616341,0.000005172331,0.000001644545,0.000001667471,0.02269301,0.000005806716,4.676262e-7,0.9163603,0.0039814,0.0007768893],"study_design_scores_gemma":[0.0003393747,0.00003686363,0.5013163,0.0002158555,0.000001370846,0.000003475784,0.2231231,0.00006870271,0.00001391293,0.01591882,0.2588588,0.0001035239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4941031,0.001098645,0.0001913466,0.1737044,0.001294609,0.0001961979,0.00006770308,0.00002771874,0.3293163],"genre_scores_gemma":[0.9938702,0.0000416877,0.0004903632,0.003747307,0.00006271253,7.953383e-7,0.000002701285,0.000001488627,0.001782739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9004415,"threshold_uncertainty_score":0.9948948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026707413500739,"score_gpt":0.2665806863700696,"score_spread":0.2398732728693306,"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."}}