ARABIAN ONLINE OPEN ACCESS JOURNALS : A STUDY ON DOAJ
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
<p>The present study analysed E-Journals of Arab countries which were listed in Directory of Open Access Journals (DOAJ). The researcher contacted and analysed the data of E-Journals of Arab countries till the date of 27-09-2014. Findings showed that there were 87 E-Journals of Arab countries were published in DOAJ. Forty four journals have been contributed from the Commercial (com) and 20 Journals were contributed from Organizational (org) mail Domain. Egypt is the majority country contributed with 42 E-journals. Eighty seven of E-Journals of Arab countries were identified from 16 countries in DOAJ. English was the most common Communication language to spread the knowledge in all over the world which was used by 67 of E-Journals of Arab countries. Almost majority subject headings of E-Journals of Arab were contributed and interested in Science Field, whereas only Two E- Journals were contributed in Social science.<br> Keywords:</p>
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 | 0.037 | 0.057 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.045 | 0.160 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.025 | 0.004 |
| Open science | 0.017 | 0.007 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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