{"id":"W2147538457","doi":"10.12927/cjnl.2010.21724","title":"A Time of Reflection and Renewal","year":2010,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Reflection (computer programming); Nursing; Psychology; Sociology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02885311,0.001478962,0.002361097,0.002519933,0.02774625,0.03776053,0.004839072,0.01717494,0.01211531],"category_scores_gemma":[0.08299433,0.001229107,0.002151588,0.001544845,0.04655449,0.02772543,0.0380116,0.05525743,0.005080464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007493412,"about_ca_system_score_gemma":0.02001803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866251,"about_ca_topic_score_gemma":0.002301519,"domain_scores_codex":[0.9678575,0.01601436,0.001188433,0.002472616,0.006786789,0.005680382],"domain_scores_gemma":[0.9294946,0.02006821,0.004288436,0.008987854,0.01087901,0.02628192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000304935,0.0003515908,0.001602856,0.0003595034,0.0001255004,0.002593194,0.2655835,0.0002494486,0.00418859,0.4103982,0.2704827,0.04375994],"study_design_scores_gemma":[0.00005307251,0.0001389358,0.001188761,0.0007204919,0.00002431392,0.001203051,0.1414654,0.0002712423,0.0008591478,0.1304066,0.7235209,0.0001480251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04915146,0.01118128,0.03811031,0.6834149,0.07568943,0.0004852564,0.0002720835,0.002239757,0.1394556],"genre_scores_gemma":[0.7459087,0.002613509,0.02171331,0.1092132,0.01686176,0.0008571974,0.0003979194,0.002133683,0.1003009],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03776053,"threshold_uncertainty_score":0.1525916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650705303844804,"score_gpt":0.4060808848980713,"score_spread":0.141010354513591,"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."}}