{"id":"W2888097764","doi":"10.31372/20180302.1085","title":"Women’s Leadership and Nursing Profession in South Korea","year":2018,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Typology; Leadership development; Transactional leadership; Servant leadership; Leadership style; Nursing; Sociology; Political science; Public relations; Psychology; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006218713,0.0001518547,0.0001312934,0.0004776109,0.001623486,0.0009494546,0.0003330441,0.0003304541,0.005630513],"category_scores_gemma":[0.000880579,0.0001713968,0.000156003,0.0008363963,0.0006444323,0.001219129,0.001411958,0.0008510067,0.0002632072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870496,"about_ca_system_score_gemma":0.005344921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05950971,"about_ca_topic_score_gemma":0.2022341,"domain_scores_codex":[0.9995454,0.0001215611,0.00002414074,0.00004078821,0.00003408073,0.0002339512],"domain_scores_gemma":[0.9990383,0.0001036848,0.0002104038,0.00001062811,0.00009551853,0.000541417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001644521,0.0002566405,0.8712865,0.0003735861,0.00004987379,0.00196857,0.0702924,0.00007426723,0.0006847077,0.003705841,0.01005873,0.0410844],"study_design_scores_gemma":[0.00000954929,0.00009739271,0.7318586,0.0002300297,0.00001839635,0.000408458,0.2530784,0.00007353608,0.00008104505,0.0002693784,0.01386073,0.00001437571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894004,0.0009810105,0.00002971174,0.004801827,0.00007443491,0.000009175426,0.0000972804,0.000002019056,0.00460397],"genre_scores_gemma":[0.9966274,0.0005604072,0.00002498554,0.0006742652,0.00001323452,0.000008337283,0.00004850895,0.000001676859,0.002041085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05950971,"threshold_uncertainty_score":0.1183267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04885679372375326,"score_gpt":0.3451503254481844,"score_spread":0.2962935317244312,"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."}}