KEGIATAN MAHASISWA UNIVERSITAS MUHAMMADIYAH PURWOICERTO PESERTA KKN TERPADU DI PERPUSTAKAAN SEKOLAH DI WILAYAH KABUPATEN BANYUMAS
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
This research is aimed to find out the kinds of students' contribution at some schools' libraries. This research was done Public Service Unit of Muhammadiyah University from March — May 2007. The method used in this research is by analysing the documents as the final report of Public Field Work Based on the result of the research, it can be concluded that the students' contributions can be both technical and financial aids. The technical aids, such as: room management, inventarization, classification, catalogue, making book card, making member card, putting the book label, giving the book cover, putting the data in computer, book shelfing, arranging the wall paper an doing the administration as well as circulation service. The financial aid was Rp. 3,134,850 used to buy the libraries' needs, including books, bookselves, paint and writing utensils.
 Key words: shoots' libraries.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.005 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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