{"id":"W2752654614","doi":"10.1177/0840470417718194","title":"The leadership shift—“From directing people to action to inspiring people to action”","year":2017,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Coaching; Action (physics); Public relations; Focus (optics); Core competency; Psychology; Shared leadership; Neuroleadership; Political science; Leadership style; Sociology; Management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001370401,0.0002573664,0.0002890954,0.0002271009,0.002574966,0.0005118984,0.0007116712,0.00009775613,0.0001301573],"category_scores_gemma":[0.0003540603,0.0002257336,0.0001127245,0.0003037663,0.00001043408,0.0002051791,0.0005370293,0.000356106,0.0007156766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101925,"about_ca_system_score_gemma":0.00002099746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02669017,"about_ca_topic_score_gemma":0.1459679,"domain_scores_codex":[0.9971825,0.0003539609,0.0003668535,0.0006769873,0.0003382707,0.001081368],"domain_scores_gemma":[0.9974735,0.000287174,0.000198181,0.001544573,0.00004619614,0.0004503435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002875835,0.00005212009,0.05855319,0.00009342484,0.0001049113,0.000006502603,0.010424,0.00005332636,0.0000681915,0.003939135,0.0131985,0.9132191],"study_design_scores_gemma":[0.0002510036,0.0002447133,0.7558408,0.00008770304,0.00002361786,0.000001775813,0.02250702,0.00002894423,0.0000659908,0.0006068491,0.2200859,0.000255632],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6329226,0.0001129768,0.02168255,0.3271405,0.006265779,0.001712162,0.00001902776,0.0002535808,0.00989086],"genre_scores_gemma":[0.9830325,0.00002109957,0.002942958,0.008855596,0.0004820867,0.0002989191,0.000007103924,0.00006024773,0.004299513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9129634,"threshold_uncertainty_score":0.9987236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2418036914799792,"score_gpt":0.4654643238366015,"score_spread":0.2236606323566223,"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."}}