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Record W2806056734 · doi:10.1017/s004727941800034x

The Neoliberal Targeted Social Investment State: The Case of Ethnic Minorities

2018· article· en· W2806056734 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Social Policy · 2018
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHousing, Finance, and Neoliberalism
Canadian institutionsUniversity of TorontoGlobal Affairs Canada
FundersIsrael Science FoundationCanadian Friends of Tel Aviv University
KeywordsNeoliberalism (international relations)DisadvantagedSocial exclusionInvestment (military)State (computer science)Ethnic groupScholarshipPolitical economyCorporate governancePolitical scienceEconomic growthSociologyEconomicsDevelopment economicsLawFinance

Abstract

fetched live from OpenAlex

Abstract Neoliberal governance has been associated with rising inequality and economic exclusion. Recent scholarship proposes that the social investment state (SIS) is a turn away from such inequality and exclusion-enhancing neoliberalism. The ideal SIS responds to neoliberalism-generated social ills by investing in the productive capacities of all its citizens. However, commentators ask whether an SIS addresses the plight of weaker elements in society, specifically that of disadvantaged ethnic minorities. This paper looks specifically at this question by utilising a critical-case study research design of a surprising example of social investment in disadvantaged ethnic minorities: the extensive labour market policies for Israeli Arabs. This paper introduces the concept of a neoliberal targeted SIS in which social investment programmes are developed for economic reasons, promoted by neoliberal actors (right-wing parties and Ministries of Finance), target narrow groups instead of being applied to all, and the preferred mode for the delivery of services is private. Egalitarian outcomes – to the extent that they materialise – might be thought of as a policy by-product.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.488
Threshold uncertainty score0.671

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 studies0.0010.001
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 head0.039
GPT teacher head0.286
Teacher spread0.247 · 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