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Record W2031437593 · doi:10.1017/s1474746403001234

Welfare Retrenchment or Collective Responsibility? The Privatisation of Public Pensions in Western Europe

2003· article· en· W2031437593 on OpenAlexaff
Mark Hyde, John Dixon, Glenn Drover

Bibliographic record

VenueSocial Policy and Society · 2003
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHousing, Finance, and Neoliberalism
Canadian institutionsDalhousie University
Fundersnot available
KeywordsRetrenchmentNeoliberalism (international relations)Welfare stateIdeologyPolitical scienceWelfareCollectivismEuropean social modelPovertyFree marketPolitical economyCollective responsibilityIndividualismSociologyPublic administrationSocial policyLaw

Abstract

fetched live from OpenAlex

Public pensions privatisation in Western Europe has been seen as being part of a broader programme of welfare retrenchment, informed by neoliberal values, that will intensify poverty among future generations of pensioners. Whilst such fears should not be dismissed lightly, we argue that the notion of welfare privatisation is conceptually much broader than the free-market model posited by neoliberalism. Reflecting this, many of the public pensions privatisation initiatives that have been introduced in Western Europe have been informed by its collectivist ideological heritage and, to varying degrees, are consistent with the notion of collective responsibility for needs-satisfaction.European civilisation is underpinned by values Europe's leaders could not give up even if they wanted to; for their roots lie deep and define what it means to be European. (Hutton, 2002: 357)

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.885
Threshold uncertainty score0.339

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.064
GPT teacher head0.279
Teacher spread0.215 · 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 designTheoretical or conceptual
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

Citations36
Published2003
Admission routes1
Has abstractyes

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