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
Public administration as an American profession originated in the early twentieth century with urban reformers advocating the application of scientific and business practices to rehabilitate corrupt city governments. That approach transformed governance in the United States but also guaranteed recurrent debate over the proper role of public administrators, who must balance the often contradictory demands of efficiency and politically defined notions of the public good. Currently the business approach holds sway. Legitimated by Al Gore's National Performance Review, the New Public Management movement promotes entrepreneurs over civil servants, performance over process, decentralization over centralization, and flexibility over rules. John Rohr demurs, arguing that the movement goes too far in downplaying the distinctively American challenges arising from the separated powers principle. Consequently, the NPM alienates public management from its natural home - a nation-state established within a order. According to Rohr, nothing is more fundamental to governance than a constitution; and therefore to stress the character of administration is to establish the proper role of administration as governance that includes management but transcends it as well. This is not a novel argument for Rohr, who was recognized in 1999 by the Louis Brownlow Committee of the National Academy of Public Administration for his lifetime contributions on the constitutional underpinnings of public administration. But this new version of his rule-of-law critique directly addresses the NPM's excesses, framed convincingly as a comparative study of cases found in four countries spanning three centuries. The first half of the book examines the linkages between constitutions and administrations in France, the United Kingdom, and Canada. The second half of the book examines American cases in three categories: separation of powers, individual rights, and federalism. American administrative law, Rohr concludes, has structured safeguards to protect the integrity of administrative decision-making while also holding it accountable. He summarizes his findings from the case studies by saying that the role of American civil servants comes not only from specific American experiences but also from the very nature of civil service.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| 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