Pelatihan dan Pendampingan Kecakapan Hidup Berbasis Desain Grafis Bagi Anak Didik Lembaga Pembinaan Khusus Anak
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
Kegiatan Program Kemitraan Masyarakat (PKM) yang dilakukan penulis berupa pelatihan dan pendampingan kecakapan hidup berbasis technopreneurship bidang desain grafis bagi Anak Didik di Lembaga Pembinaan Khusus Anak (LPKA) Kelas I Palembang. Mitra Program ini adalah Bidang Pendidikan dan Keterampilan (Mitra I) dan Bidang Bimbingan Kemasyarakatan dan Pengentasan Anak (Mitra 2) di LPKA Kelas I Palembang. Kegiatan yang dilakukan oleh tim penulis berupa pelatihan dan pendampingan dilaksanakan selama 8 bulan, dengan metode pelaksanaan terdiri dari 5 tahap, yakni: persiapan, pembinaan, pendampingan, pelatihan dan evaluasi kegiatan. Dari hasil kegiatan terjadi peningkatan daya saing 60%, kemampuan penerapan Ilmu Pengetahuan dan teknologi bidang desain grafis dengan capaian sebesar 78%, dan terjadi peningkatan rasa percaya diri anak didik dan kemandirian anak didik dengan keterampilan khusus yang dimiliki serta semangat kewirausahaan bidang Desain Grafis dengan capaian 64%.
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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.009 | 0.002 |
| Research integrity | 0.001 | 0.007 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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