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Record W4381621758 · doi:10.31315/psb.v4i1.8894

Evaluasi TPA Temesi Berdasarkan Penilaian Indeks Risiko Lingkungan di Desa Temesi, Kecamatan Gianyar, Kabupaten Gianyar, Provinsi Bali

2023· article· id· W4381621758 on OpenAlexaff
Putri Febri Pratiwi, Ika Wahyuning Widiarti, Nandra Eko Nugroho

Bibliographic record

VenueProsiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI · 2023
Typearticle
Languageid
FieldEnvironmental Science
TopicWaste Management and Recycling
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsPhysicsForestryHumanitiesGeographyArt

Abstract

fetched live from OpenAlex

TPA Temesi telah beroperasi selama 28 tahun yang awalnya direncanakan dengan metode lahan urug saniter,tetapi kegiatan di TPA sempat menggunakan metode lahan urug terkendali selama beberapa tahun kemudianberalih menggunakan metode penimbunan terbuka. TPA Temesi memiliki luas 4,5 hektar dengan sampah yangmasuk sebanyak 420 ton/hari. Semakin meningkatnya timbulan sampah yang tidak dibarengi oleh penyediaansarana dan prasarana yang memadai dan hanya mengandalkan sistem penimbunan terbuka, mengakibatkan bebansampah menumpuk di TPA. Kurang baiknya pengelolaan sampah di TPA Temesi dapat menimbulkan risikobahaya terhadap lingkungan sekitar. Penelitian ini bertujuan untuk mengetahui hasil evaluasi tingkat bahaya TPATemesi berdasarkan penilaian Indeks Risiko Lingkungan. Metode penelitian yang digunakan yaitu metodesurvey dan pemetaan, metode uji laboratorium, metode wawancara, dan metode pembobotan. Metodepembobotan mengacu pada penilaian Indeks Risiko Lingkungan berdasarkan Peraturan Menteri PekerjaanUmum RI Nomor 03 Tahun 2013. Hasil penelitian TPA Temesi didapatkan nilai indeks risiko lingkungan sebesar550,945 yang termasuk dalam kategori tingkat bahaya sedang dengan tindakan yang disarankan TPA diteruskandan direhabilitasi menjadi lahan urug terkendali secara bertahap.Kata Kunci: TPA Temesi; Rehabilitasi; Indeks Risiko Lingkungan; Controlled Landfill; Sampah

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 score0.012
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0120.002

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 head0.026
GPT teacher head0.266
Teacher spread0.241 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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