{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009784458,0.0002706277,0.0003485883,0.0005263378,0.0008013883,0.0002750712,0.0001659127,0.0002460148,0.0002170829],"category_scores_gemma":[0.0001376332,0.0002390243,0.00005620558,0.0004560408,0.0004704149,0.0003495219,0.000007938045,0.0009038949,0.00005758157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008801662,"about_ca_system_score_gemma":0.0001616065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007723615,"about_ca_topic_score_gemma":0.00001637984,"domain_scores_codex":[0.9972566,0.0004071431,0.0005498208,0.0003791549,0.0003710689,0.001036151],"domain_scores_gemma":[0.9988857,0.00007011829,0.0002406527,0.0002400798,0.0001417019,0.0004217536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006955845,0.0002412641,0.02445989,0.00004713437,0.00001021742,0.00001778795,0.5435609,5.844004e-7,0.0003114944,0.00014314,0.01423871,0.4162733],"study_design_scores_gemma":[0.003247102,0.00149916,0.08141585,0.01302593,0.00004812483,0.001226176,0.8741039,0.0003559685,0.001602579,0.00935882,0.01323766,0.0008787584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247752,0.001077474,0.000320884,0.04716452,0.008019492,0.0002907866,0.0000035861,0.00008841866,0.01825965],"genre_scores_gemma":[0.9956112,0.00002165318,0.0005874335,0.0003687811,0.00232683,0.000007489635,0.000005316474,0.00005098848,0.0010203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4153946,"threshold_uncertainty_score":0.9747127,"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."}}