Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
First Nationalism Then Identity focuses on the case of Bosnian Muslims, a rare historic instance of a new nation emerging. Although for Bosnian Muslims the process of national emergence and the assertion of a new salient identity have been going on for over two decades, Mirsad Kriještorac is the first to explain the significance of the whole process and how the adoption of their new Bosniak identity occurred. He provides a historical overview of Yugoslav and Bosnian Slavic Muslims’ transformation into a full-fledged distinct and independent national group as well as addresses the important question in the field of nationalism studies about the relationship between and workings of nationalism and identity. While this book is noteworthy for ordinary readers interested in the case of Bosnian Muslims, it is an important contribution to the scholarly debate on the role of nationalism in the political life of a group and adds an interdisciplinary perspective to comparative politics scholarship by drawing from anthropology, history, geography, and sociology.
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.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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 it