{"id":"W1999285866","doi":"10.1108/09578230010320064","title":"The effects of transformational leadership on organizational conditions and student engagement with school","year":2000,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":962,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformational leadership; Psychology; Restructuring; Organizational commitment; Organizational change; Transactional leadership; Social psychology; Public relations; Political science","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":[0.003082388,0.0003038597,0.0004124462,0.0009468019,0.000840562,0.001591979,0.0005222161,0.0004988817,0.004185431],"category_scores_gemma":[0.01640525,0.0002069917,0.0007436235,0.0007491726,0.001599054,0.0005753419,0.00197235,0.001612138,0.0003595774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000851023,"about_ca_system_score_gemma":0.0009733852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004456403,"about_ca_topic_score_gemma":0.008763069,"domain_scores_codex":[0.9946536,0.00313468,0.0001841687,0.0003854611,0.0007836615,0.0008584344],"domain_scores_gemma":[0.966865,0.01797929,0.005571428,0.001251211,0.001296022,0.007037131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004782074,0.001189876,0.9879985,0.0000165176,0.0001406993,0.00005608364,0.0008428703,0.0001103122,0.0003278212,0.0001476943,0.00008911642,0.008602355],"study_design_scores_gemma":[0.000006006952,0.0002640319,0.9989215,0.000004205692,0.00002108312,0.00001606091,0.0004805754,0.00009062631,0.0000877949,0.00003444498,0.00007090766,0.000002795422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999115,0.00006510696,0.00003333553,0.00005079319,0.000002574156,0.000004917857,0.00002530204,0.000002656188,0.0007001921],"genre_scores_gemma":[0.9997572,0.00003056385,0.00002697492,0.000007838599,0.000003259448,0.000005512783,0.00003150042,0.000001393422,0.0001357638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004456403,"threshold_uncertainty_score":0.01630145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06481976620225216,"score_gpt":0.3831332031326377,"score_spread":0.3183134369303856,"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."}}