{"id":"W876140588","doi":"10.1007/s10488-015-0672-7","title":"Discrepancies in Leader and Follower Ratings of Transformational Leadership: Relationship with Organizational Culture in Mental Health","year":2015,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Transformational leadership; Psychology; Organizational culture; Mental health; Social psychology; Organizational commitment; Leadership style; Health care; Supervisor; Transactional leadership; Applied psychology; Public relations; Management; Political science; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002175997,0.0001481614,0.0003099701,0.000449863,0.0002710331,0.00003458245,0.00007787874,0.00009652591,0.00002546609],"category_scores_gemma":[0.00001596918,0.0001312865,0.00001311974,0.0007124408,0.0001737779,0.000409659,0.0000285199,0.000375508,0.00000155051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300805,"about_ca_system_score_gemma":0.001329325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01612221,"about_ca_topic_score_gemma":0.03780174,"domain_scores_codex":[0.9972709,0.0005968938,0.0007985118,0.000301263,0.0005466922,0.0004857533],"domain_scores_gemma":[0.9990665,0.0001298488,0.0002127346,0.00009942663,0.00006499579,0.0004264474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002859026,0.0007552466,0.2626613,0.002873694,0.00001192177,0.000001872114,0.7101439,0.00000256452,0.00002973328,0.01088927,0.0004854624,0.009285967],"study_design_scores_gemma":[0.01102511,0.008003077,0.1822272,0.002086762,0.000001970716,0.0001772668,0.7778725,0.0009708302,0.00003877354,0.0006692633,0.0166107,0.0003165271],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001704,0.01132581,0.000003552712,0.08665055,0.0000697769,0.001185022,0.0001723511,0.000007633564,0.0004148976],"genre_scores_gemma":[0.9919478,0.004455268,0.0003406607,0.002359697,0.00003115484,0.0000280036,0.0006371679,0.00001238897,0.0001879089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09177734,"threshold_uncertainty_score":0.9904295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298681273446957,"score_gpt":0.4821383690416037,"score_spread":0.352270241696908,"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."}}