{"id":"W1970014621","doi":"10.1002/jls.20204","title":"Coaching models for leadership development: An integrative review","year":2011,"lang":"en","type":"article","venue":"Journal of Leadership Studies","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Coaching; Psychology; Popularity; Inclusion (mineral); Transformational leadership; Relevance (law); Leadership development; Medical education; Applied psychology; Process (computing); Public relations; Computer science; Medicine; Social psychology; Psychotherapist; Political science","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":[0.004099792,0.0002770167,0.0008201344,0.0002028706,0.0001985884,0.00001987676,0.0003685389,0.00008802415,0.00007503161],"category_scores_gemma":[0.001008353,0.000187384,0.000273209,0.0001526462,0.0001497811,0.0005073288,0.00002931511,0.0005473965,0.000009222706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009988018,"about_ca_system_score_gemma":0.00009650754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001292717,"about_ca_topic_score_gemma":0.00003516705,"domain_scores_codex":[0.997488,0.0007428396,0.000834051,0.0002269504,0.0002378057,0.0004704077],"domain_scores_gemma":[0.9977887,0.0007349362,0.0007080077,0.0002201422,0.0003949275,0.0001532558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009429791,0.0006121351,0.001463453,0.002199039,0.003250485,0.00005687427,0.6565485,0.000008663121,0.0001258829,0.007288659,0.02557944,0.3019239],"study_design_scores_gemma":[0.002634392,0.00328466,0.005787405,0.0123273,0.001018853,0.0004578173,0.9465891,0.00004036745,0.0009825755,0.01584271,0.01003359,0.001001251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0264429,0.6883079,0.2524832,0.01179169,0.00407243,0.001441577,0.00001250962,0.0001174447,0.01533041],"genre_scores_gemma":[0.8308665,0.004901595,0.1525874,0.008325039,0.0007751751,0.00006292096,0.000003167402,0.00009468393,0.002383496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8044236,"threshold_uncertainty_score":0.7641296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7629724318420886,"score_gpt":0.4945646615098409,"score_spread":0.2684077703322478,"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."}}