{"id":"W2565958732","doi":"10.5430/jnep.v7n5p55","title":"The character of nursing students’ critical reflection at the end of their education","year":2016,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Högskolan i Skövde","keywords":"Character (mathematics); Reflection (computer programming); Nursing; Psychology; Critical reflection; Nurse education; Medical education; Medicine; Pedagogy; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01138469,0.0004271556,0.0004704987,0.00123531,0.003222956,0.008365559,0.001095191,0.002302163,0.001950454],"category_scores_gemma":[0.0612737,0.0004131444,0.000472546,0.0006626492,0.01093017,0.003997105,0.005329156,0.003985079,0.0005817616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844719,"about_ca_system_score_gemma":0.002657093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004633107,"about_ca_topic_score_gemma":0.0005911895,"domain_scores_codex":[0.9798397,0.01467979,0.0005492134,0.0008839105,0.002962952,0.00108447],"domain_scores_gemma":[0.9411254,0.0389237,0.005898197,0.004024638,0.005988332,0.004039847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001496865,0.0000676446,0.004850142,0.0002307928,0.00002820113,0.001326873,0.934651,0.0001440272,0.004979338,0.01097376,0.002673811,0.03992473],"study_design_scores_gemma":[0.00004344846,0.0005194958,0.01759741,0.001291326,0.00004606256,0.008353422,0.7960872,0.0009390119,0.007326083,0.0192122,0.1483952,0.0001891678],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971606,0.002077502,0.031301,0.01561155,0.000784806,0.0003149843,0.00006359031,0.000278094,0.05240794],"genre_scores_gemma":[0.9895471,0.0005455008,0.003369033,0.001101866,0.00009610758,0.000158638,0.00003531721,0.00007262417,0.005073844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138469,"threshold_uncertainty_score":0.06020868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096716045466642,"score_gpt":0.5104674722139713,"score_spread":0.4007958676673071,"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."}}