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KESESUAIAN LOKASI DAN TANGGAPAN MASYARAKAT UNTUK TEMPAT PEMROSESAN AKHIR (TPA) SAMPAH DI KOTA KOTAMOBAGU

2017· article· en· W2956875914 on OpenAlex
Gumalangit Hariyono ., Tamod Zetly ., Polii Bobby .

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

VenueAGRI-SOSIOEKONOMI · 2017
Typearticle
Languageen
FieldEnvironmental Science
TopicWaste Management and Recycling
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsLimitingEnvironmental scienceLand areaMunicipal solid wasteEnvironmental engineeringWaste managementEngineeringAgricultural science

Abstract

fetched live from OpenAlex

This study aims to analyze the appropriate location and community responses for waste landfill sites and to determine the factors that limit the level of land suitability for waste landfill in Kota Kotamobagu. The study was conducted in the designated area for the development of the Kotamobagu Municipal TPA location based on the RTRW document of Kota Kotamobagu for three months from February to March 2017. This research is observational. Research data is analyzed through quantitative descriptive method. The results showed that in the area designated as the location of TPA development in Kota Kotamobagu there is one candidate location that enter on the category of potential worthy in the area of West Mongkonai Village based on the criteria of the feasibility of SNI 03-3241-1994. Communities around the landfill development / expansion sites for the Small Poyowa TPA tend to accept the presence of waste landfill and for the development site of West Mongkonai waste landfill, people in the area tend to deny the existence of waste landfill sites. The limiting factor of land suitability for the landfill location in Kota Kotamobagu is classified into two namely the main limiting factor that is the social environment of the community in the form of rejection of the landfill location by the community around the landfill site and the physical limiting factor which consists of land permeability, rain intensity and agricultural area.

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, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.098
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0020.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.018
GPT teacher head0.240
Teacher spread0.223 · 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