Culture Heritage and the Idea of Jordan Museums
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
The idea of collecting valued objects dates back to the period prior to the arrival of Islam, Arabs having traditionally placed precious things inside the Kaaba in Mecca for religious purposes .The idea of establishing museums in Jordan and the region started after Europeans began to turn their attention to the antiquities and traditional objects of the Arab world, whether as Christian missionaries, colonists or private individuals. In Jordan, the Department of Antiquities was established and participated in protecting the movable and immovable cultural heritage, which led to the establishment of museums. The DOA created museums throughout the country to spread the awareness of archaeology and heritage and to house archaeological objects. However, Jordanian museums developed slowly, as a result of a lack of interest and awareness, unqualified staff with inadequate power structures, political instability, poor economic conditions, the fact that publicly-run bodies do not benefit from their own income, and the absence of official associations or museum councils.
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 | 0.001 | 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 | 0.003 |
| 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 it