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Record W1596492114

Challenges for Local Government in the Caribbean

2000· article· en· W1596492114 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.

venuePublished in a venue whose home country is Canada.
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

VenueCaribbean dialogue · 2000
Typearticle
Languageen
FieldSocial Sciences
TopicCaribbean history, culture, and politics
Canadian institutionsnot available
Fundersnot available
KeywordsDemocracyOperationalizationLocal governmentCredibilityCorporate governanceContext (archaeology)PoliticsPublic administrationGovernment (linguistics)Citizen journalismPolitical scienceLanguage changeSociologyEconomicsLawManagement
DOInot available

Abstract

fetched live from OpenAlex

Caribbean local government authorities have historically and to this day been viewed as critical to our region's development. The challenge however is how do we actually operationalize local government to achieve this developmental capacity? Moreover, in the context of good governance, the concern arises as to how to rebuild credibility to a system, which for many years has been 'hijacked' and even emasculated by central governments, at the same time being an arena for corruption and mismanagement, all in the context of self-interest, political expediency and even party paramountcy. This paper, while not seeking to be exhaustive, addresses some of these considerations. It starts by outlining the conceptual framework through which the author analyzes the principles and practices of governance, particularly in relation to democracy within a local government framework. It then reviews the reality of Caribbean local government and thereafter embarks on a discussion of the implementation or lack of implementation of democracy and inclusiveness within such systems. It concludes with policy recommendations for reforming Caribbean local governments in order that governance and participatory democracy might be restored and revitalized. In adopting this framework of analysis, it must be reiterated that whilst the concept of good governance is significantly broad, involving several ideals, namely democracy, development and public management, this paper concentrates on the considerations relating to democracy and participation. In adopting such a perspective however, the paper is cognizant of the fact that the concerns of participation and democracy are not exclusive of the considerations related to public management and development, and as such, the discussion  includes all the ideals of governance. While the paper is grounded in the theoretical literature, it is however geared towards establishing policy directions.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.963
Threshold uncertainty score0.963

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 science0.0010.000
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 head0.045
GPT teacher head0.291
Teacher spread0.246 · 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