Bibliographic record
Abstract
Abstract Meroe, the ancient Medewi/Bedewi, was a capital city of the kingdom of Kush. Its remains were discovered by the late 18th- to early 19th-century European travelers who relied on descriptions left by Classical authors such as Herodotus and Strabo. Thanks to the excavations carried out by British, Sudanese, Canadian, and German archaeologists we know the general layout of the city and have a basic grasp of its historical development. The earliest remains go back to the 10th century bce, but the main period of its development was from the 6th century bce to the 2nd century ce. The site of Meroe comprises four main areas: the walled Royal City, the Temple of Amun and surrounding religious complex, and two large mounds covering the domestic remains. Among the most important finds were numerous palaces, an astronomical observatory and iron production facilities. The inhabitants of Meroe relied on agriculture and cattle breeding. The gradual decline of the city began in the 3rd century ce but was given a final blow with the Axumite invasion in the 4th century ce.
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 | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".