TATA KELOLA DAN PUBLISHING MANAGEMENT OPEN JOURNAL SYSTEM
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
Open Journal System (OJS) adalah sistem manajemen jurnal dan penerbitan online yang telah dikembangkan oleh Public Knowledge Project melalui upaya yang didanai pemerintah federal untuk memperluas dan meningkatkan akses pada penelitian. Proyek ini merupakanhasil kerjasama antara Faculty of Education di University of British Columbia, The Simon Fraser University Library, The School of Education at Stanford University, dan The Canadian Centre for Studies in Publishing at Simon Fraser University. OJS adalah perangkat lunak open source yang tersedia bebas untuk jurnal di seluruh dunia, sebuah pilihan yang layak untuk pengelolaan jurnal, dengan akses terbuka dapat meningkatkan pembaca sebuah jurnal dan juga kontribusinya terhadap kepentingan publik dalam skala global. OJS merupakan GNU Public License yang berarti seluruh salinan dokumennya bebas digunakan dengan tetap mempertahankan lisensi yang sama. Selain untuk penerbitan jurnal secara online, OJS juga menyediakan fitur untuk Ready to Publish (Jurnal yang siap dipublikasikan).
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.064 | 0.007 |
| Open science | 0.018 | 0.027 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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