Bibliographic record
Abstract
The world of Islam in the seventh century AD, witnessed the rise and fall of the Ayyubids the Mamluks in Egypt; hence one of the most important periods of the history of Islam is leaving the Mamluk era; An era when slaves and fighters, using military capabilities could bump the expulsion of the Crusaders from the Mediterranean and prevent the Mongols in Egypt and the Levant, political sovereignty and international Middle East to take and trade and economic relations and to monopolize.At the founding of power; the Mamluks of Baybars and his successors were developed; how the succession Inherited the first phase of the government, the Bahri Mamluks were called and between) 846 -487 (the ruling.Baybars using ideology and diplomacy have political ties and the subsequent exchanges and trade and economic relations with European countries and with other regional powers to establish and maintain .This is due to the strategic location of Egypt and the Levant, the Mediterranean ring interface between West and East, was considered to be strong.This study aims to bring the history of kings and Amirah basket of the Mamluk dynasty kings of the navy's investigation.
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.
How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.999 | 0.982 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".