Integrating Values into Public Service: The Values Statement as Centerpiece
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
The public administration community needs to focus more attention on how values can be integrated into the structures, processes, and systems of public organizations. In particular, greater emphasis should be placed on the values statement as the central component of a values regime. This article examines the content and format of values statements in four Westminster‐style governments, initiatives to make values a pervasive influence in public‐service operations, and learning points for other countries. Each government's values statement should capture the essence of public service. Leaders must serve as both exemplary models of values‐based behavior and skillful practitioners of the art of values management. A values statement expressing values that are shared at all organizational levels—combined with the dispersal of leadership roles throughout the organization—provides an especially strong foundation for integrating values into public service.
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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 | 0.009 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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