{"id":"W2133574044","doi":"","title":"Effects of Transformational Leadership on Student Educational Satisfaction and Student Stress","year":2010,"lang":"en","type":"article","venue":"The Open Education Journal","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Psychology; Empirical research; Stress (linguistics); Graduate students; Perception; Medical education; Applied psychology; Social psychology; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497324,0.0001912472,0.0002856909,0.0004136107,0.0004785645,0.001072445,0.0001770101,0.0003028972,0.0034407],"category_scores_gemma":[0.006223881,0.0000950106,0.0004242787,0.000405466,0.0004881816,0.0002610337,0.0006822915,0.0009089542,0.0003577733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878523,"about_ca_system_score_gemma":0.0006426457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928074,"about_ca_topic_score_gemma":0.004115099,"domain_scores_codex":[0.9984412,0.0007248367,0.00008339868,0.00006743418,0.0003628161,0.0003203484],"domain_scores_gemma":[0.988122,0.003269986,0.003231372,0.0003703297,0.001202818,0.003803552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003666606,0.001571791,0.9691125,0.00002729735,0.000117817,0.00007732143,0.000992903,0.0001490728,0.000821997,0.0001287426,0.0002808986,0.02635294],"study_design_scores_gemma":[0.000007485514,0.0005263559,0.9978964,0.000007351484,0.00001741166,0.000019921,0.0009157517,0.0001950115,0.000184158,0.0000430339,0.0001815126,0.000005603093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989166,0.00004268849,0.00003294435,0.00008758374,0.000004844836,0.000003629123,0.00001714022,0.000002999621,0.0008913775],"genre_scores_gemma":[0.9997696,0.00002165329,0.00002132391,0.00001743164,0.000005430602,0.000002882906,0.00001596689,6.847502e-7,0.0001448959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0034407,"threshold_uncertainty_score":0.01151031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991597814878759,"score_gpt":0.3037744048471944,"score_spread":0.2838584266984068,"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."}}