The Role of Armenians in Eskişehir's Urbanisation in the 19th Century Ottoman Empire
Bibliographic record
Abstract
During the 19th century, the Armenian community played a significant role in the urbanization of Eskişehir within the Ottoman Empire. This article aims to explore the cultural, economic, and artistic impact of Armenians residing in Eskişehir on urbanization. This topic is crucial for studying the social and urban history of Ottoman cities, as Armenians have been an integral part of the Ottoman Empire for centuries. The Armenian quarter has made significant contributions to the identity of the city through its centres of education, entertainment, and worship, as well as its involvement in the meerschaum (lületaşı) trade. However, in the 21st century, the traces of the Armenian culture of the 19th century have disappeared from sight in the city. We research the concept of the Armenian quarter that existed in the past and use various sources to investigate the history of the city.
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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 | 0.001 | 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 | 0.000 |
| Open science | 0.001 | 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".