Международно-правовые основы обеспечения коллективной безопасности в Европе
Bibliographic record
Abstract
The Warsaw Treaty Organization (Warsaw Pact) disintegration in 1991 made essential changes to the architecture of the European security. New collective security models don’t correspond the present realities and demand the adaptation to the changed system requirements. The institutes of collective security ensuring need to be reformed. Four years ago, on June 5, 2008, Russia initiated to create reliable basis of collective security in euroatlantic region on the legal and international treaty basis. The draft of such contract was developed in November, 2009 and sent to the states of Europe, the USA, Canada, and also to a number of the international organizations of the region, including NATO. The Russian Federation urged the states, and also the international European organizations, including NATO, to create system of collective security in euroatlantic region on the basis of principles of equal and identical security, provide the safety to all the participants of the contract. Present article says about how the affairs with Russia ’s initiative are.
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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 | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.005 |
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".