Nagorno Karabakh: An Alternative Legal Approach To Its Quest For Legitimacy
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
As the Soviet Union was crumbling, a number of simmering ethnic and religious geopolitical hotspots began to boil. For some of these oblasts, de facto statehood (but not necessarily international recognition) was the forced endgame. Georgia's former provinces of South Ossetia and Abkhazia, and Serbia's Kosovo, are familiar examples of post-Soviet unilateral declarations of independence.Nagorno Karabakh (NK) unilaterally declared its independence in 1991. The NK-Azerbaijan conflict has the potential to destabilize the Southern Caucasus, Iran, and beyond. This conflict resulted in trebling NK's size, well beyond its internal administrative borders within the former Azeri SSR.Given its de facto (at best) statehood posture, NK is yet another modern unilateral secession in need of a viable legal analysis, as opposed to the military and political ripostes that characterize NK-Azeri relations. NK should adopt the Canadian Supreme Court's Quebec Secession approach to legitimacy, rather than clinging to its questionable interpretation of a Soviet statute in its quest for legitimacy and international recognition.
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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 | 0.004 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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