{"id":"W2922340105","doi":"10.12927/cjnl.2019.25758","title":"The Role of Education in Developing Leadership in Nurses","year":2018,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of the Rockies; Camosun College; Aurora College; University of Victoria","funders":"","keywords":"Leadership development; Professional development; Neuroleadership; Nursing; Leadership studies; Educational leadership; Medical education; Psychology; Nurse education; Pedagogy; Political science; Engineering ethics; Leadership style; Medicine; Public relations; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001471796,0.0002972376,0.00033344,0.0006057679,0.0003377053,0.00014366,0.0005662306,0.000266208,0.00002777061],"category_scores_gemma":[0.0008059855,0.0002831203,0.00008081793,0.001222965,0.00111795,0.0005439781,0.000004932599,0.0006184319,0.00007472853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832064,"about_ca_system_score_gemma":0.000886155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004748355,"about_ca_topic_score_gemma":0.001348419,"domain_scores_codex":[0.9966693,0.0006457599,0.000683912,0.0005055192,0.0004615329,0.001034013],"domain_scores_gemma":[0.9979017,0.0008891301,0.0003299464,0.0005550115,0.0002218893,0.0001023659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001541235,0.001282057,0.08321409,0.0002865828,0.00002162434,0.000001309905,0.1691249,0.00000969362,0.004720224,0.02008544,0.005337996,0.7143749],"study_design_scores_gemma":[0.001050533,0.0003389312,0.2408151,0.004911872,0.00006352694,0.0000426509,0.6540586,0.0001909752,0.03933667,0.02862415,0.02985093,0.000715997],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6776738,0.01559393,0.0001230845,0.2388124,0.02108415,0.001435336,0.000002329973,0.0002575724,0.04501742],"genre_scores_gemma":[0.9952381,0.00001257745,0.001024595,0.001730856,0.0009471398,0.00003020679,0.00001042126,0.00006460829,0.0009415162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7136589,"threshold_uncertainty_score":0.9999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641102752319814,"score_gpt":0.3570866091962778,"score_spread":0.1929763339642964,"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."}}