{"id":"W1979109866","doi":"10.2174/1874434600903010039","title":"Nurse Leaders as Stewards: The Beginning of Change","year":2009,"lang":"en","type":"article","venue":"The Open Nursing Journal","topic":"Ethics in medical practice","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Experiential learning; Virtue; Witness; Virtue ethics; Psychology; Stewardship (theology); Critical thinking; Epistemology; Nursing; Engineering ethics; Sociology; Pedagogy; Medicine; Computer science; Law; Philosophy","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01546061,0.000124175,0.0002453124,0.00005358041,0.004019515,0.00007781573,0.001687993,0.0001781208,0.0006862692],"category_scores_gemma":[0.004269161,0.00006410509,0.00006854211,0.0002466805,0.0007411911,0.0005041488,0.00007324018,0.007358081,0.0001527055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904708,"about_ca_system_score_gemma":0.000512368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488504,"about_ca_topic_score_gemma":0.000007426794,"domain_scores_codex":[0.9938285,0.004267335,0.0005417938,0.0001335069,0.0007228579,0.0005060319],"domain_scores_gemma":[0.9947708,0.003675504,0.0006576825,0.0004831069,0.0002546528,0.0001582843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007191928,0.0003460877,0.0006636927,0.00004599759,0.0001019148,0.00004293521,0.4521543,0.00002125074,0.0005245641,0.1002876,0.1614775,0.2836149],"study_design_scores_gemma":[0.00214067,0.000637276,0.008925152,0.009281456,0.000285813,0.0005128141,0.5777848,0.0002069912,0.0001270839,0.3312862,0.06853313,0.0002786205],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02631784,0.001330391,0.0005543546,0.6337326,0.003195403,0.00106864,0.000001459013,0.0000248638,0.3337745],"genre_scores_gemma":[0.9648626,0.0002643204,0.00102001,0.02911845,0.001886974,0.00001343955,6.931882e-7,0.00002477013,0.002808684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9385448,"threshold_uncertainty_score":0.9972771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.389718849257448,"score_gpt":0.5903159839013011,"score_spread":0.2005971346438531,"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."}}