MétaCan
Menu
Back to cohort
Record W2194029328 · doi:10.20961/arst.v13i1.15582

HUBUNGAN KARAKTER PERMUKIMAN DENGAN PARTISIPASI MASYARAKAT DALAM PENGELOLAAN SAMPAH RUMAH TANGGA (STUDI KASUS : SURODADI, KELURAHAN SISWODIPURAN DAN PERUM BUMI SINGKIL PERMAI I DESA KARANGGENENG, KECAMATAN BOYOLALI)

2017· article· en· W2194029328 on OpenAlex
Inarotu Duja, Kuswanto Nurhadi, Isti Andini

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

VenueArsitektura · 2017
Typearticle
Languageen
FieldEnvironmental Science
TopicWaste Management and Recycling
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsLivelihoodBusinessGarbageHousehold wasteAgricultural scienceCommunity participationAgricultural economicsSocioeconomicsGeographyEnvironmental scienceWaste managementEngineeringEconomicsAgriculture

Abstract

fetched live from OpenAlex

<p><em>Every citizen who lived in settlements will definitely produce garbage, therefore the volume of waste continues to increase every time. While the final disposal is provided having a limited capacity, so that we waste management at the community level needs to be improved so that the amount of waste that goes to landfill can be reduced. Waste management at the community level is also done in Surodadi, Siswodipuran and Perum Bumi Singkil Permai (BSP) I, Karanggeneng, Boyolali. But to these two regions have different treatment in processing waste. The problem in this research is about how are the relations between the residential character and the community participation in waste management. The methos used is the methos of description that describes the relationship between the two factors through the depiction of the results of observations, questionnaires and interviews. The results of this study are the difference in terms of residential character, wate management system and participation from the community in garbage penelolaan in both regions. Economic conditions have relation with the community participation in the management of household waste. Livelihood, social, and cultural interactions taht evolve shown to has a relation with the community participation in the management of household waste. The level of income and education levels have no connection with participation from the community in waste management.</em></p><p> </p><p><em><strong>Keyword : </strong>Community Participation, Residentials, Waste Management</em></p>

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 categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.075
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0040.001
Scholarly communication0.0010.002
Open science0.0020.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.016
GPT teacher head0.244
Teacher spread0.228 · 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