{"id":"W2398126440","doi":"10.1080/15700763.2016.1181188","title":"Understanding the Human Side of School Leadership: Principals’ Impact on Teachers’ Morale, Self-Efficacy, Stress, and Commitment","year":2016,"lang":"en","type":"article","venue":"Leadership and Policy in Schools","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Goddard Space Flight Center","keywords":"Psychology; Harassment; Burnout; Acknowledgement; Competence (human resources); Social psychology; Principal (computer security); Teacher leadership; Pedagogy; Educational leadership","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":[0.001338691,0.0002731898,0.0003360048,0.0002908452,0.0004767962,0.0001360741,0.0003288815,0.0001863454,0.00007932748],"category_scores_gemma":[0.0008347637,0.0001661065,0.00009532118,0.0004273493,0.0009951618,0.0002565167,0.00004769739,0.0005207087,0.00002031036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006843861,"about_ca_system_score_gemma":0.000300804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637635,"about_ca_topic_score_gemma":0.002595725,"domain_scores_codex":[0.9972592,0.0008709587,0.0003672647,0.0003558321,0.0004195915,0.000727135],"domain_scores_gemma":[0.9982263,0.0009030217,0.0001884387,0.0003249937,0.00003385219,0.0003233281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003761651,0.0002944881,0.6143489,0.00007405431,0.0001324372,0.000002142013,0.3272181,0.000005137264,0.0001084973,0.05372041,0.002376651,0.001681623],"study_design_scores_gemma":[0.001034132,0.0001192086,0.4767214,0.0003898037,0.0000285082,0.000001010582,0.5177271,6.501145e-7,0.00008769616,0.002654781,0.0009973744,0.0002382803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6945869,0.0008971363,0.0000194368,0.2981904,0.0000929495,0.0007022827,0.00001809138,0.00009909286,0.005393724],"genre_scores_gemma":[0.9964489,0.0002519577,0.00002827721,0.001528477,0.0004636514,0.00003424473,0.000001750519,0.00002219533,0.00122053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301862,"threshold_uncertainty_score":0.6773626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4218035406676646,"score_gpt":0.4448838762128352,"score_spread":0.02308033554517058,"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."}}