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Record W3138547229 · doi:10.31959/jpmi.v3i2.516

Pengabdian Pada Masyarakat Pengolahan Air Tanah Di Pondok Pesantren Darunna’im Pontianak

2021· article· id· W3138547229 on OpenAlexaff
Sondang Silvya Manurung

Bibliographic record

VenueJURNAL PENGABDIAN MASYARAKAT IRON · 2021
Typearticle
Languageid
FieldComputer Science
TopicEnvironmental Engineering and Cultural Studies
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsPhysicsHumanitiesForestryGeographyPhilosophy

Abstract

fetched live from OpenAlex

Air bersih ataupun minum yang cukup secara kuantitas, kualitas, dan kontinuitas merupakan kebutuhan utama untuk kelangsungan hidup manusia. Untuk itu diperlukan suatu instalasi pengolahan air (IPA) guna menunjang kelancaran distribusi air pada masyarakat. Pemilihan unit operasi dan proses pada IPA harus disesuaikan dengan kondisi air baku yang yang menjadi sumber utama. Air baku sendiri adalah air yang belum mengalami proses pengolahan, artinya air tersebut memiliki kualitas yang sudah mendekati air bersih. Namun masih diatas nilai ambang batas sehingga diperlukan pengolahan terlebih dahulu sebelum dimanfaatkan sebagai air bersih ataupun air minum. Oleh karena itu perlu dilakukan pengolahan air baku sungai/sumur untuk meminimalisir kandungan pencemar agar air minum dapat terpenuhi. Metode pengolahan dengan sistem flokulasi, koagulasi dan filtrasi dipilih dalam pengolahan air baku guna meningkatkan sanitasi dan higienitas masyarakat.Dari berbagai masalah yang dihadapi oleh Pondok Pesantren tersebut, maka solusi yang ditawarkan adalah pengolahan air bersih dalam upaya pemenuhan kebutuhan air bersih layak konsumsi melalui proses penjernihan air sebelum air tersebut didistribusikan. Oleh sebab itu sesuai prioritas kebutuhan, dilakukan penyuluhan tentang teknologi penjernihan dan pengolahan air bersih, rancang bagun instalasi pengolahan air bersih dengan teknologi filter untuk penjernih air. Untuk keberlanjutan kegiatan ini, maka perlu dibentuk struktur organisasi pengelola kelompok untuk manajemen dan pemeliharaan air bersih tersebut.Sesuai prioritas kebutuhan maka ditawarkan solusi permasalahan yang dihadapi Pesantren Darunnai’m yakni dengan penyuluhan tentang teknologi penjernihan dan pengolahan air bersih, dan rancang bangun instalasi filter. Kata kunci: Pondok Pesantren,Air Bersih, Filter

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.035
Threshold uncertainty score0.118

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0040.003
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0350.010

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 head0.009
GPT teacher head0.202
Teacher spread0.193 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations2
Published2021
Admission routes1
Has abstractyes

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