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Record W2045336842 · doi:10.1002/pad.181

Troubles, partnerships and possibilities: a study of the Making Belfast Work development initiative in Northern Ireland

2001· article· en· W2045336842 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.

Bibliographic record

VenuePublic Administration and Development · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicIrish and British Studies
Canadian institutionsCape Breton University
Fundersnot available
KeywordsGeneral partnershipIrishPublic administrationNorthern irelandGovernment (linguistics)Neoliberalism (international relations)IndigenousSociologyPolitical sciencePolitical economyLaw

Abstract

fetched live from OpenAlex

Abstract This article examines the theory and operation of development partnerships through an analytical study of the Making Belfast Work (MBW) Initiative in Northern Ireland. This initiative of the Northern Ireland Department of the Environment contributed to the building of the current Northern Irish Peace Process. It illustrates the difficulties faced by a government in engaging in socio‐economic development in one of the world's most difficult policy environments. The history of the MBW initiative also provides insight into the interaction of two contending models for organizing European Society, namely ‘Regulated Capitalism’ and ‘Neoliberalism’ and the relationship of these models to partnership theory. This study argues that motivations for the development of partnerships in Belfast defy easy theoretical classification; yet empirical evidence suggests that a twin‐track approach—one from above, the European Union; and one from below, of indigenous policy evolution—have together through policy diffusion made MBW a leading pioneer in partnership theory and practice. The article discusses the literature on partnership within New Public Administration outlining ideas on various classifications of partnerships operative in the public sector. Particular attention is paid to how partnerships of societal actors and government can effectively involve the local community through community development approaches. Copyright © 2001 John Wiley & Sons, Ltd.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.069
Threshold uncertainty score0.958

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 studies0.0010.000
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 head0.101
GPT teacher head0.319
Teacher spread0.218 · 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