{"id":"W1591988541","doi":"10.3390/soc5030566","title":"Leadership Effects on Student Learning Mediated by Teacher Emotions","year":2015,"lang":"en","type":"article","venue":"Societies","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformational leadership; Psychology; Teacher leadership; Student achievement; Organizational citizenship behavior; Pedagogy; Educational leadership; Shared leadership; Mathematics education; Social psychology; Transactional leadership; Academic achievement; Organizational commitment","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009816835,0.0001163161,0.0001348575,0.00003515238,0.0005084681,0.00008843898,0.0001750161,0.0001198223,0.0001286908],"category_scores_gemma":[0.001026852,0.0001097074,0.0000728702,0.0002072423,0.000371346,0.00009920498,0.00002046438,0.0003817925,0.0003769865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423586,"about_ca_system_score_gemma":0.0001481689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001680948,"about_ca_topic_score_gemma":0.00008444791,"domain_scores_codex":[0.9981475,0.0006603737,0.0001089163,0.0001817956,0.0005477761,0.0003536125],"domain_scores_gemma":[0.9992523,0.0003371915,0.00005752966,0.00009011243,0.00008790645,0.0001749221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002165355,0.0001050849,0.02558582,0.000007966909,0.00003552586,2.688444e-7,0.617634,0.000002702092,0.00001573609,0.000704876,0.3551891,0.0007167445],"study_design_scores_gemma":[0.0002390454,0.00006567011,0.01086867,0.0000174288,0.00001356596,5.136005e-8,0.8338858,9.163317e-7,0.00002713685,0.0002205419,0.154534,0.0001271687],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4998102,0.004335183,0.00004904885,0.3685997,0.002011217,0.0005523819,0.000002870252,0.0009099382,0.1237295],"genre_scores_gemma":[0.9332389,0.00006231283,0.00002653366,0.001494589,0.000461476,0.00003698299,0.000009369609,0.00001371568,0.06465611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4334288,"threshold_uncertainty_score":0.4845525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2099499837200523,"score_gpt":0.4045727120321653,"score_spread":0.194622728312113,"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."}}