{"id":"W1917008767","doi":"10.4102/curationis.v38i1.1441","title":"The quality of doctoral nursing education in South Africa","year":2015,"lang":"en","type":"article","venue":"Curationis","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"North-West University","keywords":"Curriculum; Quality (philosophy); Nursing; Nurse education; Medical education; Graduate education; Medicine; Psychology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01116555,0.0001509561,0.0002580797,0.001147162,0.002387772,0.003265065,0.0004702075,0.0005187977,0.003600469],"category_scores_gemma":[0.04270357,0.000161719,0.0001341718,0.001763229,0.002191871,0.001465075,0.003407391,0.0006770484,0.0001597935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005746058,"about_ca_system_score_gemma":0.012844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006916528,"about_ca_topic_score_gemma":0.009320112,"domain_scores_codex":[0.9926906,0.00418435,0.0004757785,0.0002925425,0.001384591,0.0009720789],"domain_scores_gemma":[0.9770778,0.009368923,0.005162191,0.0003504545,0.00287998,0.005160694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005107294,0.0001899631,0.467799,0.003871737,0.00008583845,0.001164972,0.2270775,0.0007268177,0.002331651,0.01080133,0.00749237,0.277948],"study_design_scores_gemma":[0.00004327187,0.0005361583,0.7129851,0.002792496,0.00003007818,0.001451035,0.2168241,0.0004264388,0.001108842,0.003673522,0.06007597,0.00005297969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712564,0.007918919,0.0004057702,0.01079607,0.00007420288,0.00009134912,0.0001151285,0.000008795174,0.009333317],"genre_scores_gemma":[0.9975026,0.001643555,0.0001658989,0.0001556839,0.00001306838,0.00003005265,0.0000224094,0.000001478497,0.0004651333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116555,"threshold_uncertainty_score":0.05904973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5346406870891338,"score_gpt":0.6085759686112022,"score_spread":0.07393528152206841,"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."}}