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Record W4381621794 · doi:10.31315/psb.v4i1.8893

Evaluasi Tempat Pemrosesan Akhir (TPA) Sampah Sukosari Berdasarkan Indeks Risiko Lingkungan di Desa Sukosari, Kecamatan Jumantono Kabupaten Karanganyar Provinsi Jawa Tengah

2023· article· id· W4381621794 on OpenAlexaff
Rully Fachrurozi, Ika Wahyuning Widiarti, Rr. Dina Asrifah

Bibliographic record

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

Abstract

fetched live from OpenAlex

TPA Sukosari beroperasi dari tahun 1994 dirancang menggunakan metode Controlled Landfill. Akan tetapi, padapelaksanaan di lapangan masih menerapkan metode Open Dumping. Hal tersebut dapat berpotensi terjadinyapencemaran yang berdampak terhadap kualitas lingkungan sekitar TPA Sukosari seperti air lindi yang dihasilkandari timbunan sampah dengan pengolahan air lindi yang belum optimal hanya ditampung pada kolampenampungan air lindi, dan lain sebagainya. Penelitian ini memiliki tujuan untuk mengevaluasi kualitaslingkungan berdasarkan penilaian Indeks Risiko Lingkungan. Metodologi dalam penelitian ini sepertipengumpulan data (metode survei dan pemetaan, serta wawancara), metode laboratorium dan metode analisis.Parameter yang diperlukan dalam pengharkatan penilaian Indeks Risiko Lingkungan memiliki 3 kategori yaitukriteria lokasi (20 parameter), karakteristik sampah (4 parameter) dan karakteristik lindi (3 parameter)berdasarkan Peraturan Menteri Pekerjaan Umum Nomor 3 Tahun 2013. Hasil penelitian menunjukan TPASukosari masuk dalam keadaan tingkat bahaya sedang dengan nilai Indeks Risiko Lingkungan sebesar 493,4987,nilai yang dihasilkan memiliki tindakan yang telah disarankan yaitu meneruskan TPA dan melakukan rehabilitasilahan urug terkendali secara bertahap.Kata Kunci: TPA Sukosari; Indeks Risiko Lingkungan; Penimbunan Terbuka; Rehabilitasi TPA

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)0.001
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
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)0.0070.002

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 head0.028
GPT teacher head0.268
Teacher spread0.240 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

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