{"id":"W2888343915","doi":"10.31372/20180302.1082","title":"Leadership in Nursing in Korea","year":2018,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Life expectancy; Workforce; Health care; Courage; Medicine; Psychology; Political science; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001980202,0.0004221732,0.0004878393,0.00132793,0.0005938503,0.0005143244,0.0004622244,0.0003605016,0.000279824],"category_scores_gemma":[0.0003182209,0.0004309119,0.000149015,0.001214978,0.0008017083,0.00103977,0.000003653023,0.001752527,0.0001820468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437007,"about_ca_system_score_gemma":0.0002856437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000423008,"about_ca_topic_score_gemma":0.0001892039,"domain_scores_codex":[0.9956648,0.0007581041,0.0008608668,0.0005884775,0.0006379997,0.001489736],"domain_scores_gemma":[0.9984378,0.0002374468,0.0003911663,0.0004584555,0.0001757497,0.0002993887],"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":[0.003684416,0.002754664,0.0619649,0.00009504937,0.0000384765,0.0001604684,0.3471215,0.00002053074,0.002096092,0.001136205,0.08555207,0.4953757],"study_design_scores_gemma":[0.01040333,0.002483094,0.367947,0.02447898,0.0003073113,0.008048762,0.4881609,0.001270637,0.004990055,0.06682625,0.02251793,0.002565738],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3647831,0.004108536,0.001920667,0.2292956,0.03731316,0.0008464176,0.000008577287,0.0002656686,0.3614582],"genre_scores_gemma":[0.9937369,0.00002262072,0.001352499,0.0004907644,0.003443856,0.000005377769,0.0000122516,0.00009270627,0.0008430839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6289538,"threshold_uncertainty_score":0.9998143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05415368279187548,"score_gpt":0.327721614707219,"score_spread":0.2735679319153435,"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."}}