{"id":"W2151878839","doi":"10.1037/0021-9010.87.2.304","title":"Transformational leadership and moral reasoning.","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Psychology","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":375,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Economic and Social Research Council","keywords":"Transactional leadership; Transformational leadership; Psychology; Moral reasoning; Social psychology; Defining Issues Test; Situational leadership theory; Shared leadership","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":[0.002017696,0.0002258227,0.0001820226,0.0008184466,0.0006078001,0.00130677,0.0002531112,0.000311665,0.00630024],"category_scores_gemma":[0.01943028,0.00009381431,0.0001985786,0.000661333,0.002106994,0.0008453151,0.001012507,0.001122912,0.0003830547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672696,"about_ca_system_score_gemma":0.0008872768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414329,"about_ca_topic_score_gemma":0.002577113,"domain_scores_codex":[0.99854,0.0007172473,0.00006551732,0.0001570972,0.0003517259,0.0001683537],"domain_scores_gemma":[0.9761108,0.009259054,0.01014137,0.0006587032,0.001251895,0.002578213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001862658,0.0006379252,0.8992505,0.0001100752,0.00007449972,0.0002113887,0.006457894,0.0002514308,0.000447238,0.01113572,0.001234366,0.08000265],"study_design_scores_gemma":[0.00001408376,0.0001635112,0.9778799,0.00007017751,0.00001935996,0.0005663799,0.003027638,0.0006579107,0.0001007021,0.01453998,0.002941593,0.00001872777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971254,0.002434878,0.001502238,0.001852649,0.00008104178,0.00002753001,0.00009931435,0.00001006633,0.02273828],"genre_scores_gemma":[0.9980679,0.0003677568,0.000487224,0.0001225267,0.00002748403,0.00001281511,0.00004885975,0.000002716713,0.0008626682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00630024,"threshold_uncertainty_score":0.02107638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4464296380044619,"score_gpt":0.4436129103363743,"score_spread":0.002816727668087604,"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."}}