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Where Did the Bureaucrats Go? Role and Influence of the Public Bureaucracy in the Swedish and French Pension Reform Debate

2005· article· en· W2051454480 on OpenAlexaff
Patrik Marier

Bibliographic record

VenueGovernance · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsConcordia University
FundersEuropean Commission
KeywordsRetrenchmentBureaucracyWelfare statePublic administrationPoliticsPensionState (computer science)Private pensionPolitical scienceEconomicsPolitical economyLaw

Abstract

fetched live from OpenAlex

This article has two key objectives. First, despite having been considered as a key element to favor the expansion and elaboration of the welfare state in industrial countries, bureaucrats have been largely ignored by the “New” Politics of the Welfare State. This article demonstrates that bureaucrats still matter in times of retrenchment, because they can facilitate or obstruct various phases of the policy process. The degree of independence of the bureaucracy vis‐à‐vis the government, the government's level of dependency and trust on public expertise, the locus of ministerial power, and political deadlocks contribute to either accentuate or decrease the influence of the bureaucracy in the retrenchment of social policies. Second, these elements are analyzed via a comparison of the pension reform processes in France and Sweden. This article argues that the French bureaucracy, despite its high degree of centralization and powers, has been far less successful than its Swedish counterpart. The Swedish institutional structure, the predominance of social ministries in pension affairs, and the trust given to an independent agency account for this puzzling outcome.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.021
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.149
Threshold uncertainty score0.315

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.003
Science and technology studies0.0130.021
Scholarly communication0.0250.006
Open science0.0010.004
Research integrity0.0050.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.013
GPT teacher head0.278
Teacher spread0.266 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations40
Published2005
Admission routes1
Has abstractyes

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