A Conceptualization of the Human Security Doctrine in the Post-Communist States in the Balkans
Bibliographic record
Abstract
South and Eastern European post communist countries have for the last few years changed rapidly their national security concepts by including the so-called wide (complex) security theory elements.These non-military aspects of modern approach to the security are developed by the European Union (EU) and the North Atlantic Treaty Organization (NATO).Furthermore, some security experts and researchers state that nowadays a broad approach to security is transforming into a human security theory.The aim of the article is to show the impact of the evolution of the modern security theories towards the development of a human security doctrine in the selected Balkan post-communist states.Moreover, the article attempts to answer the main question: what kind of human security concept (Japanese or Canadian approach) in these post-communist countries will be adopted?Finally, a couple of proposals for the future conceptualization of the security policy in these countries are mentioned.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".