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
Twenty years since the conflict between Azerbaijan and Armenia over the Nagorno-Karabakh region first began, 610,000 people are still internally displaced in Azerbaijan, living in poverty and in wretched housing conditions. The causes of violence in the ongoing ethnic conflict between Armenia and Azerbaijan, which began in the late 1980s and has since resulted in 30,000 deaths, can mainly be analyzed using a constructivist framework. However, elements of a primordialist approach to national identity were also used by mobilizers totrigger political and social uprisings. This paper presupposes that the constructivist theories on identity formation and territorial claims offer a better explanation as to why the war over Nagorno-Karabakh broke out in the 1990s, and why, in 2010, the two parties are no closer to a resolution and the Nagorno-Karabakh region remains in limbo.
 
 Full text available at: https://doi.org/10.22215/rera.v6i1.208
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 | 0.002 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it