Bibliographic record
Abstract
Osmanlı İmparatorluğu, askeri ve ekonomik faaliyetlerin merkezi olmanın ötesinde canlı ve gelişen bir kültürel alanı da bünyesinde barındırıyordu. Önemli bir Osmanlı tarihçisi olan Suraiya Faroqhi, Osmanlı'nın pek de bilinmeyen kültürel ve sanatsal dünyasını aydınlatan maddi kültür kalıntılarının en şaşırtıcı ve en çarpıcı örneklerini inceliyor ve bu örnekler üzerinden Osmanlı'daki kültürel hayat hakkında önemli toplumsal, politik ve ekonomik sonuçlara varıyor. Faroqhi'nin gerçekleştirdiği titiz çalışma, Osmanlı toplumunda ticaret, toplumsal cinsiyet ve sosyo-politik statü gibi pek çok konu hakkında daha fazla bilgi edinmemizi sağlarken, bir yandan da Osmanlıların gündelik hayatının çeşitliliği ve renkliliğine çarğıcı bir pencere açıyor ve Osmanlı dönemine ait kültürü gözler önüne seriyor.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.017 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 0.006 |
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; both teacher heads agree on what is shown here.
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".