PELATIHAN DAN PENDAMPINGAN PEMANFAATAN LIMBAH KAIN PERCA BAGI PELAKU UMKM BERKAH COLECTION DI BIBIS LUHUR
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
AbstrakBerkah colection merupakan salah satu UMKM beralamat di Bibis Luhur kelurahan Nusukan kecamatan Banjarsari kota Surakarta. Kegiatan utama dari Berkah Colection adalah pembuatan pakain dewasa wanita, dari kegiatan pembuatan pakaian tersebut muncul limah dari sisa kain yang tidak terpakai yang disebut kain perca. Guna mengatasi permalahan tersebut Tim pegabdian berupaya untuk memberikan solusi agar limbah kain perca yang awalnya hanya menumpuk sebagai sampah dapat di manfaatkan menjadi barang/benda yang mempunyai nilai jual.Salah satu pemanfaatan limbah kain perca yaitu dengan membuat dompet kain/ pouch yang dapat digunakansebagai tempat menyimpan uang, handphone dan kosmetik ketika bepergian.Selain mempunyai nilai tambah diharapkan pembuatan dompet kain/ pouch dapat memberikan tambahan penghasilan bagi Berkah colection.Tim pengabdian kepada masyarakat tertarik untuk membuat kegiatan pengabdian dengan judul “Pelatihan dan Pendampingan Pemanfaatan Limbah Kain Perca Bagi Pelaku UMKM Berkah Colection Di Bibis Luhur Kelurahan Nusukan Kecamatan Banjarsari Surakarta.“Kata kunci : UMKM, Limbah kain perca.
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 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.004 |
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