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Record W6989763421

Breaking the Bargain: Public Servants, Ministers, and Parliament

2023· article· en· W6989763421 on OpenAlexaboutno aff

Bibliographic record

VenueProject Muse (Johns Hopkins University) · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsBureaucracyCabinet (room)ParliamentGovernment (linguistics)House of CommonsPublic serviceCorporate governance
DOInot available

Abstract

fetched live from OpenAlex

"In Breaking the Bargain, Donald J. Savoie reveals how the traditional deal struck between politicians and career officials that underpins the workings of our national political and administrative process is today being challenged. He demonstrates that the role of bureaucracy within the Canadian political machine has never been properly defined, and that the relationship between elected and permanent government officials is increasingly problematic. In effect, Savoie argues, the public service cannot function if it is expected to be both independent of, and subordinate to, elected officials." "While the public service is attempting to define its own political sphere, the House of Commons is also in a state of flux. The prime minister and his close advisers wield ever more power, and cabinet no longer occupies the policy ground to which it is entitled. Ministers, who have traditionally been able to develop their own roles, have increasingly lost their autonomy. Federal departmental structures are crumbling, giving way to a new model that favours that sharing of policy and program space. The implications of this functional shift are far-reaching, having a deep impact on public policy, government operations, and ultimately, individual and institutional accountability." "Drawing on a wide range of sources, including published and unpublished government documents and extensive interviews with present and former government officials, Savoie provides important historical background and clear analysis of the realities facing ministers, deputy ministers, and members of Parliament. Comprehensive and insightful, Breaking the Bargain makes a significant contribution to contemporary debate on governance and the potential for political reform in Canada."--BOOK JACKET.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.959
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.008
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.078
GPT teacher head0.321
Teacher spread0.243 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations9
Published2023
Admission routes1
Has abstractyes

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