{"id":"W2907507347","doi":"10.5539/ies.v12n1p37","title":"The Relationship between School Principals’ Leadership Behaviours and Teachers’ Job Satisfaction: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"International Education Studies","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Job satisfaction; Leadership style; Transformational leadership; Servant leadership; Shared leadership; Leadership studies; Educational leadership; Social psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001265915,0.0003997211,0.001066744,0.0001953768,0.001070775,0.0005462062,0.000429526,0.0001122363,0.0002811242],"category_scores_gemma":[0.006778349,0.0002575879,0.0002665827,0.00008389755,0.0004636795,0.0004635055,0.0001090148,0.0005227193,0.0004249441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677869,"about_ca_system_score_gemma":0.0005636122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008271684,"about_ca_topic_score_gemma":0.0006799853,"domain_scores_codex":[0.9972094,0.0005018932,0.001175779,0.0004197418,0.0004781517,0.0002150192],"domain_scores_gemma":[0.9927539,0.003792169,0.001427131,0.0004650565,0.001451372,0.0001103528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002559675,0.00009075882,0.005295936,0.6154667,0.003494099,7.182686e-7,0.04483094,7.708317e-9,9.75378e-10,0.08737945,0.1733504,0.07008839],"study_design_scores_gemma":[0.00003171515,0.00001668033,0.0005296787,0.1986621,0.002463046,0.00001541016,0.03407618,1.273959e-8,3.889655e-9,0.0005583662,0.7634199,0.0002268165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006559255,0.9825248,6.581884e-7,0.008082814,0.005150375,0.00120826,0.00004507552,0.00005839104,0.002864003],"genre_scores_gemma":[0.0002789668,0.9438763,0.00002369367,0.0004300342,0.002590585,0.001516208,0.00009648599,0.00004182354,0.0511459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5900695,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5807066958480716,"score_gpt":0.4891888831384529,"score_spread":0.09151781270961862,"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."}}