Culture Heritage and the Idea of Jordan Museums
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.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.012 | 0.021 |
| Scholarly communication | 0.012 | 0.006 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".