Biography of al-Bayt in the Book of gold and gold minerals of the essence of Masoudi (T 346 AH / 957 AD) / Analytical study
Bibliographic record
Abstract
(297 AH / 900 AD), I am interested in studying history, geography, natural sciences, ancient religions, faiths, sects and doctrines of jurisprudence, resorting to trips and travels in different countries and regions, drawing on his information. Through watching, to see cultures and other civilizations and to watch the nations.Al-Massoudi has written many books of various scientific books. These books are covered by various sciences, and are mentioned in his book "Mawrouj Al-Zahab and Minerals of Essence", a book in general history from the beginning of creation until 336 AH / 947 AD. And the historical events associated with them, highlighted the role of Ali bin Abi Talib in many of these events during the old period. Transfer of the event with an analysis and explanation of the core Biting them
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.006 | 0.003 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.016 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.006 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".