Bibliographic record
Abstract
一、2003年以来伊拉克国家图书馆和档案馆 2003年4月10和12日，就在萨达姆政权倒台后不久，伊拉克国家图书馆和档案馆（Iraq National Library and Archives，注：像世界上一些国家图书馆和档案馆一样，例如加拿大国家图书馆和档案馆（Library and Archives Canada），伊拉克国家图书馆和档案馆是两馆合一）经受了两次大火的洗礼，档案资料损失60％、珍本图书损失95％、手稿损失25％。当年新上任的馆长萨德·伊斯康德（Saad Eskander）除了获得各国图书馆及不同组织的捐赠外，带领全馆人员经过三年多努力，终于在2006年12月使得该馆得以开放。人们对于伊拉克国家图书馆和档案馆的重新开放感到惊喜的同时不免也有一丝担忧。
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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.009 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.013 |
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".