{"id":"W2341052824","doi":"","title":"Leadership Excellence in Interdependent Contexts: Self-Validation and Identity Confirmation as Antecedents to and Co-Requisites of Leader Effectiveness -Through and Beyond Behavioural Integrity","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Interdependence; Excellence; Identity (music); Psychology; Social psychology; Knowledge management; Business; Public relations; Political science; Computer science; Law","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":[0.00232998,0.0001484884,0.000210504,0.0002321383,0.0001132347,0.0002567163,0.0001181129,0.00007488191,0.00001083139],"category_scores_gemma":[0.000363986,0.0001443229,0.00002057421,0.0002263239,0.00007816499,0.001789548,0.0000668599,0.00073447,0.00001801927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075592,"about_ca_system_score_gemma":0.000123273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007497378,"about_ca_topic_score_gemma":0.0005751519,"domain_scores_codex":[0.9985593,0.0001411271,0.000278402,0.0002137539,0.0002995112,0.0005078835],"domain_scores_gemma":[0.9993984,0.00007500478,0.0002118802,0.00006384926,0.0002193663,0.00003151289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002029689,0.0001132182,0.9539917,0.0002202038,0.00005879452,0.000004338351,0.003491876,0.00002186639,0.001056834,0.03853046,0.0000361091,0.002271667],"study_design_scores_gemma":[0.00621563,0.000583637,0.778854,0.0007013622,0.0002275102,0.0004540386,0.1033254,0.0003814872,0.001803095,0.1065018,0.000205148,0.0007468828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947454,0.001131389,0.002272756,0.001307153,0.00009995682,0.0002012624,0.000001301159,0.00002561792,0.0002151459],"genre_scores_gemma":[0.9994105,0.00009999436,0.00003637882,0.0002446426,0.0001282433,0.000002969377,0.00001520044,0.00001629987,0.00004576865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1751377,"threshold_uncertainty_score":0.5885318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04899989616012915,"score_gpt":0.3022222210905909,"score_spread":0.2532223249304617,"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."}}