{"id":"W2060741666","doi":"10.1097/00124645-200211000-00005","title":"Educational Support During Organizational Transition","year":2002,"lang":"en","type":"article","venue":"Journal for Nurses in Staff Development","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brantford Energy (Canada)","funders":"","keywords":"Unit (ring theory); Transition (genetics); Organizational unit; Nursing; Health care; Transition management (governance); Coronary care unit; Intensive care unit; Psychology; Business; Medical education; Process management; Public relations; Medicine; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002149397,0.0001269902,0.0001157866,0.0003605918,0.0004265857,0.0002070738,0.0001371552,0.00005291334,0.004919824],"category_scores_gemma":[0.0001963244,0.0001280663,0.0000382924,0.0004354908,0.00002266886,0.0006304189,0.00001423656,0.0001629795,0.0003470904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772832,"about_ca_system_score_gemma":0.00008545804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001591994,"about_ca_topic_score_gemma":0.000006716099,"domain_scores_codex":[0.9988871,0.000007458036,0.0003654607,0.0001667888,0.0003269382,0.0002462034],"domain_scores_gemma":[0.9994491,0.00003824664,0.0001577245,0.00005459746,0.0002797244,0.0000205717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005403788,0.006479246,0.3168089,0.001873182,0.0004722968,0.0001339612,0.03236606,0.01532569,0.003375401,0.1002227,0.4940983,0.02830389],"study_design_scores_gemma":[0.003126272,0.00003914917,0.1382148,0.0002250316,0.00004503926,0.0002123014,0.003382054,0.001724162,0.0003692323,0.005373916,0.8464745,0.0008136051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648575,0.00009761038,0.001032662,0.01722181,0.007579919,0.0004363213,0.000005657414,0.0001003835,0.008668109],"genre_scores_gemma":[0.9817777,0.000006275959,0.001435722,0.0005691259,0.001996836,0.00001480524,0.0001242566,0.00003875425,0.01403648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3523762,"threshold_uncertainty_score":0.9959898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167443745596147,"score_gpt":0.240700307180016,"score_spread":0.2190258697240546,"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."}}