Bibliographic record
Abstract
The United Nations is an international organization that was created after World War II, whose main objective is to promote cooperation, social and economic development, as well as to ensure international peace and security. The Member States are key actors in the international political system. For that reason they have strategic interests in what regards taking part in the international organizations. They see it as an opportunity to achieve those goals. The United Nations Security Council has a very important role in preserving international peace and security. It is the organ of the United Nations in which fifteen member states are represented: five permanently and ten non-permanently, being that the latter are elected for two years. Participating in the Security Council is a unique opportunity for middle powers like Portugal to promote their national interests and to increase their international visibility. In addition, they can contribute to the world’s destiny during their mandate period. Portugal has exercised his third term as a non-permanent member of the Security Council in 2011-2012 biennium, defeating Canada after a successful campaign carried out by the Portuguese diplomacy. This study analyses the participation of Portugal in the Security Council´s 2011-2012 biennium. It will focus the application process and election and the role of Portugal in the Security Council, especially in its the presidency and its intervention in the presidency of the Sanctions Committee on Libya. Its aim is to show the impact of Portuguese participation in the Security Council for international peace and security, as well as the geopolitical importance for the country of being part of the Security Council.
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.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.217 | 0.112 |
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".