{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003958598,0.0001153373,0.0001108884,0.0001658654,0.0004429003,0.0006253524,0.0002986116,0.00004144038,0.001453315],"category_scores_gemma":[0.0001076118,0.00008454983,0.00003495207,0.0001955643,0.00006356271,0.001165035,0.00005119245,0.0003252362,0.00006366838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003653645,"about_ca_system_score_gemma":0.0002568337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007506646,"about_ca_topic_score_gemma":0.00009829805,"domain_scores_codex":[0.9990263,0.00002828137,0.0002952805,0.0001192139,0.0004137083,0.0001171895],"domain_scores_gemma":[0.9991482,0.0001269788,0.0002696134,0.0001093468,0.0003113038,0.00003447783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005505338,0.001106526,0.765276,0.00009896891,0.00006070772,3.849423e-7,0.002449392,0.00004655933,0.005369507,0.1925033,0.004747203,0.0282864],"study_design_scores_gemma":[0.000501129,0.0000142496,0.9912854,0.00005442742,0.00005815725,0.0000224807,0.002533101,0.000004201541,0.0005150698,0.001714147,0.003199202,0.00009837718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825363,0.00005469241,0.00002449744,0.01216653,0.002192556,0.0004872262,0.000001786937,0.000008685856,0.002527791],"genre_scores_gemma":[0.9962009,0.00001560619,0.0001225084,0.002004609,0.001141358,0.00003458661,0.00001675716,0.00001416452,0.0004495623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2260095,"threshold_uncertainty_score":0.9994595,"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."}}