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
This book explores how the governmental elites in Australia, Britain, Canada, New Zealand, and South Africa understand their Westminster system. It examines in detail four interrelated features of Westminster systems: firstly, the increasing centralization in collective, responsible cabinet government; second, the constitutional convention of ministerial and collective responsibility; third, the role of a professional, non-partisan public service; and finally, parliament's relationship to the executive. The book explains the changes that have occurred in the Westminster model by analyzing four traditions: royal prerogative, responsible government, constitutional bureaucracy, and representative government. It suggests that each tradition has a recurring dilemma, between centralization and decentralization, party government and ministerial responsibility, professionalization and politicization, and finally elitism and participation. The chapter goes on to argue that these dilemmas recur in four present-day debates: the growth of prime ministerial power, the decline in individual and collective ministerial accountability, politicization of the public service, and executive dominance of the legislature. It concludes by identifying five meanings of, or narratives about, Westminster. Firstly, ‘Westminster as heritage’ — elite actors' shared governmental narrative understood as both precedents and nostalgia. Second, ‘Westminster as political tool’ — the expedient cloak worn by governments and politicians to defend themselves and criticize opponents. Third, ‘Westminster as legitimizing tradition’ — providing legitimacy and a context for elite actions, serving as a point of reference to navigate this uncertain world. Fourth, ‘Westminster as institutional category’ — a useful descriptor of a loose family of governments with shared origins and characteristics. Finally, ‘Westminster as an effective political system’ —a more effective and efficient political system than consensual parliamentary governments. Westminster is a flexible family of ideas that is useful for many purposes and survives, even thrives, because of its meaning in use to elite actors.
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 | 0.001 | 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