{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01351638,0.0005606603,0.001627697,0.003253185,0.0004726755,0.002287437,0.0003597231,0.0004698096,0.002092995],"category_scores_gemma":[0.05104766,0.0003689269,0.003627148,0.002549148,0.0007338505,0.001110576,0.001145931,0.0007243055,0.0001707267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009820089,"about_ca_system_score_gemma":0.002753829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003140597,"about_ca_topic_score_gemma":0.00709267,"domain_scores_codex":[0.9857675,0.009877493,0.001680834,0.000873115,0.001495547,0.0003054046],"domain_scores_gemma":[0.9163417,0.06972042,0.00843993,0.0008553163,0.004265161,0.0003775274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001844015,0.0004170871,0.1899634,0.2185037,0.05526697,0.0003517008,0.008974222,0.0006536798,0.001327125,0.003515933,0.002388648,0.5167935],"study_design_scores_gemma":[0.0007369482,0.003493274,0.6064178,0.1657288,0.1724388,0.0006286555,0.01031564,0.001562161,0.005304894,0.004989864,0.0282236,0.0001595103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2707516,0.7112659,0.003855147,0.001766212,0.0003248398,0.0006186574,0.001263236,0.00005548898,0.0100989],"genre_scores_gemma":[0.8306782,0.1647195,0.002622831,0.0003946121,0.0001266191,0.0005917167,0.0002874396,0.00001269077,0.0005664303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01351638,"threshold_uncertainty_score":0.0714823,"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."}}