PEMBUATAN ECOBRICK DARI SAMPAH PLASTIK MENJADI BARANG YANG BERMANFAAT
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.
Bibliographic record
Abstract
Desa Batujai merupakan salah satu desa yang ada di Kecamatan Praya Barat Kabupaten Lombok Tengah. Desa ini memiliki penduduk yang cukup padat, dengan penduduk yang banyak ini tentunya membuat volume sampah semakin meningkat. Oleh karena hal itu, yang mendasari mahasiswa KKN PMD Desa Batujai Universitas Mataram tahun 2023 untuk membuat produk berupa ecobrick dengan melakukan daur ulang sampah 3R (Reduce, Reuse, Recycle). Melalui program kerja yang diupayakan telah berhasil menekan volume sampah yang dibuang masyarakat ke TPS, sesuai dengan tujuan dilaksanakannya kegiatan ini yaitu mengurangi volume sampah dengan mengubah sampah plastik menjadi barang yang lebih bermanfaat.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.022 |
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 it