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Record W1582305004 · doi:10.24908/fg.v8i3.4382

UNDERSTANDING URBAN GOVERNANCE IN THE CONTEXT OF PUBLIC-PRIVATE PARTNERSHIPS: A Case Study of Solid- Waste Management in Rayong Municipality, Thailand

2011· article· en· W1582305004 on OpenAlexvenueno aff
Taweesak Kritjaroen

Bibliographic record

VenueFederal Governance · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessLocal governmentPublic–private partnershipDecentralizationCorporate governanceGeneral partnershipContext (archaeology)Service delivery frameworkGovernment (linguistics)PopulationPrivate sectorPublic administrationEnvironmental planningEconomic growthService (business)EconomicsFinancePolitical scienceMarketingSociology

Abstract

fetched live from OpenAlex

Local government practices in Thailand have become more networking orgovernance-oriented since the promulgation of the Constitution of 1997 and the Decentralization Plan and Process Act of 1999. Several local governments have applied modern concepts of New Public Management (NPM) in order to perform their tasks. Public- Private Partnership is, therefore, regarded as a mode of governance for the sake of successful public service delivery. This article aims to describe and analyze local governance in political economy perspective. The case study of Rayong Municipality is selected to present the factors that drove the emergence of public-private partnership and how local government coalitions cooperate in public service delivery, especially the case of solid-waste management. The waste problem in Rayong Municipality had risen considerably due to the rapid increase in population, a trend that may continue in the future. The causes of the problem are many; lack of proper disposal units, limited budget, personnel and landfill areas. This problem has a negative impact on the quality of life in the municipality and therefore this is best dealt with collectively. The project that has been implemented is the waste recycling scheme, garbage banking in schools and communities. The Waste-to-Fertiliser and Energy project makes the Integrated Waste Management Approach complete with the cooperation from other government agencies and NGOs and the involvement of the private sector as PPP.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.055
Threshold uncertainty score0.108

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0060.005
Scholarly communication0.0050.003
Open science0.0010.003
Research integrity0.0010.001
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 head0.428
GPT teacher head0.413
Teacher spread0.015 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations7
Published2011
Admission routes1
Has abstractyes

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