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Analisis Implementasi Kebijakan Pengelolaan Sampah Di Provinsi Dki Jakarta

2022· article· ca· W4310995040 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

VenueJurnal Analisis Kebijakan Kehutanan · 2022
Typearticle
Languageca
FieldEnvironmental Science
TopicWaste Management and Recycling
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsBusinessReuseSocializationGovernment (linguistics)Private sectorEnvironmental planningLocal governmentWaste managementEconomic growthPublic administrationEngineeringEconomicsPolitical scienceGeography

Abstract

fetched live from OpenAlex

The waste problem can be seen from the significant increase in the volume of waste every year, poor waste management and the low public hygiene habit in big cities, including Jakarta. This study aims to analyze the implementation of Jakarta's waste management policies according to Regional Regulation Number 4 of 2019. This study uses a descriptive qualitative approach to obtain comprehensive information about the implementation of existing regional regulations. The results show that the implementation of Jakarta's waste management policies has not been implemented well. There are several obstacles such as a large budget but not used optimally, a lack of coordination between the government and private sector to build Intermediate Treatment Facilities (ITF) because there is a regional politic factor. Several programs such as a waste bank, 3R (reduce, reuse, recycle), and “Sampah Tanggung Jawab Bersama (Samtawa) are expected to be able to overcome the waste problem in Jakarta. These programs need to be delivered through socialization to urban villages, schools, and PKK (Program Keluarga Sejahtera).

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.484
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.004
Science and technology studies0.0050.001
Scholarly communication0.0010.001
Open science0.0040.005
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0510.001

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 head0.014
GPT teacher head0.236
Teacher spread0.222 · 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