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Record W2787687862 · doi:10.5539/jsd.v11n1p90

A Study Policy Implementation of Waste Management in Konawe Regency-Indonesia

2018· article· en· W2787687862 on OpenAlexvenueno aff
Muhammad Amir, Rola Pola Anto

Bibliographic record

VenueJournal of Sustainable Development · 2018
Typearticle
Languageen
FieldEnvironmental Science
TopicWaste Management and Recycling
Canadian institutionsnot available
Fundersnot available
KeywordsBureaucracyBusinessWork (physics)Public policyQuality (philosophy)Environmental planningQualitative researchEnvironmental resource managementOperations managementEconomic growthEngineeringPolitical scienceEconomicsSociology

Abstract

fetched live from OpenAlex

The purpose of this research is to analyze the policy implementation of waste management in Konawe Regency. The dimension of this research refers to the dimensions of communication, resources, disposition and bureaucracy structure to determine the effectiveness of policy implementation according Edward III (1980). This study also analyzes the obstacles in the implementation of management policy in Konawe District to find out the cause of unsuccessful waste management in Konawe District. Analysis policy implementation of waste management in Konawe Regency using qualitative approach. With the technique of collecting research data using in-depth interview, document study and observation. The result of this research concluded that the policy implementation of waste management in Konawe Regency viewed from communication, resources, disposition and bureaucracy structure aspect has been implemented by Environment Office of Konawe Regency. This study finds that there are still obstacles in the policy implementation of waste management in Konawe Regency is from the aspect of the facility is still lacking, the condition of the work area is very wide, the public awareness is still lacking, the community participation is still lacking, and the public knowledge about waste management is still minimal. The research findings proved that the policy implementation of waste management in Konawe Regency which aims to realize cleanliness, public health and better environmental quality can not be realized as expected, but waste management still needs hard work.

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)0.002
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.011
GPT teacher head0.277
Teacher spread0.267 · 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 designObservational
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

Citations14
Published2018
Admission routes1
Has abstractyes

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