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Record W4300557085 · doi:10.51952/9781447342410.ch025

Investing in the citizen-workers of the future: transformations in citizenship and the state under New Labour

2005· book-chapter· en· W4300557085 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePolicy Press eBooks · 2005
Typebook-chapter
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsCitizenshipState (computer science)Political scienceLabour economicsSociologyEconomicsLawComputer sciencePolitics

Abstract

fetched live from OpenAlex

In a recent scientific report, commissioned by the Belgian Presidency of the European Union in 2001, Gøsta Esping-Andersen and colleagues presented “a set of building blocks” for the creation of a “new welfare architecture”. The architecture’s foundation stone is “a child-centred social investment strategy” (Esping-Andersen et al, 2002, pp 6, 26)1. The foundation stone is, in fact, already being laid in some countries – most notably the liberal-oriented welfare states of Canada and the UK. This [chapter] offers a critical analysis of the strategy’s genesis and implications in the UK, in the context of a brief overview of the more general transformations of citizenship and the state under New Labour. The [chapter] focuses in particular on the emergent “social investment state”’s construction of children – its main beneficiaries – as citizen-workers of the future. “No rights without responsibilities”, described by Anthony Giddens as “a prime motto” for third-way politics, sums up New Labour’s position on citizenship (1998, p 65). It is reflected in a range of social policies designed to regulate behaviour (Deacon, 2002). These include use of the benefits system not merely to promote the paid work ethic in the name of social inclusion but also to discourage and punish anti-social behaviour. In the words of Alistair Darling (when Work and Pensions Secretary): there is no unconditional right to benefit.... It’s not only possible, but entirely desirable that we should look at making sure the social security system and the benefits system are matched by responsibility.... It is right that we should ask ourselves if there is a role for the benefits system as part of the wider system in asserting the values we hold and asserting the kind of behaviour that we want to see.

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 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: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.339
Threshold uncertainty score0.962

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
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 head0.041
GPT teacher head0.293
Teacher spread0.252 · 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