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Record W7062413282

UK financialisation of public service delivery

2021· article· en· W7062413282 on OpenAlexaboutno aff

Bibliographic record

VenueResearchOnline (Glasgow Caledonian University) · 2021
Typearticle
Languageen
FieldDecision Sciences
TopicScientific Measurement and Uncertainty Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsWelfarismWelfare statePublic sectorCorporate governancePoliticsGovernment (linguistics)Social protectionCommonwealthService delivery framework
DOInot available

Abstract

fetched live from OpenAlex

The British state continues to propagate a series of post colonial governance and service delivery initiatives, especially based on the third sector, with support for impact measurement, social investment and the financialisation of health, social care and welfare. This recompositing of the political space means that a vast infrastructure provides a platform for philanthrocapitalism (McGoey, 2015), with much of it funded and directed by government through the Global Steering Group for Impact Investment, British Council and Foreign, Commonwealth and Development Office. By products from this mixed economy of welfare render ‘social enterprise’ polysemous (Jenson, 2015, 2020) and may ultimately restore recipient countries to a pre welfare state. This mitigates against any emancipation by grassroots communities and undermines attempts at social justice (Fraser, 2011). This contribution draws an analogy with the 1980s and 1990s transmogrification of welfarism into workfare. ”Workfarism” presented a challenge to welfarism at ideological, institutional and regulatory levels, leading to “transferable ‘reform options’ deployed by consultants, reform advocates, and policy intermediaries (King, 1992; Peck, 1998). Conservative Governments’ expansion of these programmes has only been possible through building on foundations laid down by previous Labour Government and third sector organisations. This trajectory represents a decoupling of UK third sector policy from a social economy in mainland Europe and Quebec. <br/>

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)0.006
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.772
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.006
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.385
GPT teacher head0.392
Teacher spread0.007 · 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.

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

Citations0
Published2021
Admission routes1
Has abstractyes

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