{"id":"W4232054054","doi":"10.4324/9780203618875-10","title":"Future directions in knowledge development and doctoral education in nursing","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01859834,0.0007249798,0.0008826631,0.002021803,0.003688392,0.0105576,0.002285192,0.007281411,0.02344722],"category_scores_gemma":[0.01171115,0.0003308554,0.0007951622,0.003058605,0.01268642,0.01627267,0.005805798,0.00775291,0.004589498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009258696,"about_ca_system_score_gemma":0.01809585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692916,"about_ca_topic_score_gemma":0.009659158,"domain_scores_codex":[0.9932948,0.004268846,0.000314916,0.0003964675,0.001226109,0.0004987509],"domain_scores_gemma":[0.9807342,0.01397287,0.0004793817,0.0006985118,0.002033853,0.002081254],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001421677,0.00007270132,0.0001202512,0.0008420718,0.000005035645,0.00009035805,0.003293348,0.0001706879,0.00005559895,0.7598253,0.1085529,0.1269574],"study_design_scores_gemma":[0.0000134588,0.00002353794,0.0001717056,0.001965315,0.000003478747,0.0002089984,0.003644676,0.0001644142,0.00006170644,0.3347925,0.6589355,0.00001461734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001455692,0.2696461,0.01157811,0.3980354,0.008814941,0.0001120941,0.00006430617,0.0001374366,0.310156],"genre_scores_gemma":[0.07702126,0.4890172,0.05933566,0.1165723,0.01041862,0.0008964194,0.0002651828,0.0001757073,0.2462976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9814017,"threshold_uncertainty_score":0.09835857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07971259590084614,"score_gpt":0.4411247050244229,"score_spread":0.3614121091235768,"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."}}