Bibliographic record
Abstract
Ayşegül Utku Günaydın'ın Kasım 2017'de Metis Yayınları Bilge Karasu Edebiyat İncelemeleri’nden çıkan ve çok geçmeden Şubat 2018'de de ikinci basımı yapılan KadınlıkDaima Bir Muamma üst başlıklı, Osmanlı Kadın Yazarların Romanlarında Modernleşme alt başlıklı çalışması, Türk edebiyatı ve kadın çalışmaları alanları için önem taşır. Tanzimat döneminden Cumhuriyet'e değin kadın yazarların romanlarını modernleşme parametresiyle inceleyen Günaydın hem yeni bir bakış açısı geliştirebilmiş hem de tarih, sosyoloji ve edebiyat paslaşmasında disiplinlerarası bir inceleme kaleme almıştır. Bu çalışmada bilim dünyasıyla henüz buluşan ve ilgi uyandıran bu eserin tanıtımı ve değerlendirilmesi yapılacaktır.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.006 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.021 | 0.002 |
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".