Pemberdayaan Masyarakat Desa Mujur Kecamatan Praya Timur Melalui Pemanfaatan dan Pelatihan dalam Mengolah Sampah Plastik Menjadi Kerajinan Tangan
Bibliographic record
Abstract
Sampah di Desa Mujur merupakan salah satu masalah yang belum terselesaikan hingga saat ini. Kurangnya kesadaran masyarakat tentang pengelolaan sampah mengakibatkan pencemaran dan kerusakan lingkungan, khususnya pada pengolahan limbah sampah plastik. Untuk itu pentingnya pengadaan penyuluhan pemanfaatan limbah sampah dan pelatihan pembuatan kerajinan tangan dengan menggunakan sampah plastik. KKN Terpadu Unram mengusung program pemanfaatan daur ulang sampah plastik agar dapat digunakan kembali atau diolah menjadi barang yang bermanfaat bagi lingkungan sekitar. Tujuan dari program ini adalah memberdayakan masyarakat Desa Mujur dalam pengolahan sampah menjadi kerajinan tangan menggunakan sampah plastik. Metode yang digunakan berupa pelatihan yang lebih berbasis pada praktik langsung, sosialisasi dan pembimbingan yang sifatnya monitoring. Hasil menunjukan bahwakegiatan tersebut dapat mengurangi limbah plastik dan juga dapat mengasah kreativitas masyarakat Desa Mujur saat mengisi waktu luang dirumah.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.030 | 0.008 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".