LPN to BN nurses: Introducing a new group of potential health care leaders
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Vocationally educated Licensed Practical Nurses are seldom viewed as potential leaders in \nhealth care organizations. And yet, transformational leadership practices were evident as \nLicensed Practical Nurses graduated from a Bachelor of Nursing program and transitioned \ntowards a new role. This article, framed from Kouzes and Posner’s (2007) model of \ntransformational leadership, presents two key themes illustrating how these nurses changed and \ngrew as a result of their university education. First, Post LPN to BN nurses identified a changed \nawareness of the implications of their new role as they neared program completion. Second, \nfollowing graduation, they developed confidence and a vision of the nursing profession as a \nresult of upgrading their nursing credentials.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it