N<scp>UR</scp> B<scp>ILGE</scp> C<scp>RISS</scp>, <i>Istanbul under Allied Occupation 1918–1923</i>, Ottoman Empire and Its Heritage: Politics, Society and Economy (Leiden: E. J. Brill, 1999). Pp. 195. $62.00 cloth.
Bibliographic record
Abstract
For once, the title of a book matches its contents. Criss sets out to describe the conditions of occupied Istanbul immediately upon the surrender of the Ottomans to the Allies at the end of World War I. Acknowledging the contribution of other scholars to the general history of the immediate post-war period, Criss declares her intention to trace the underground resistance movement to British and French occupation in Istanbul. To do so, she has drawn on a tremendous range of secondary sources, English and Turkish, including memoirs, personal interviews, and documentary materials, public and private, from United States, British, French, and Turkish archives, although much archival material for the period is still inaccessible in Turkey. She is particularly to be commended for making information that is found exclusively in Turkish sources available to English-speaking readers.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.202 | 0.085 |
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".