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Record W270465405

The European Union and Peacebuilding: A Sysyphean but Essential Responsibility?: Introduction

2013· article· en· W270465405 on OpenAlexvenueno aff
Max Stephenson, Yannis A. Stivachtis, Laura Zanotti

Bibliographic record

VenueReview of European Studies · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsTerrorismPolitical scienceEuropean unionPopulationInternational securityState (computer science)Vulnerability (computing)National securityPolitical economyDevelopment economicsInternational tradeEconomic growthLawSociologyBusinessComputer securityEconomics
DOInot available

Abstract

fetched live from OpenAlex

The early years of the twenty-first century witnessed an important shift in how international and supra-national organizations as well as state leaders defined security. Once widely understood as primarily linked to the protection of state borders from attacks by foreign military forces, the United Nations (UN) redefined international security as risk management during the 2000-2010 decade. The 2003 European Security Strategy, the Stockholm Programme (2010-2015) and other strategic documents reflected this new conceptualization. These international agreements treated threats-that now included weapons proliferation, organized crime, terrorism, natural disasters, cyber-piracy, energy shortages, failed states, climate change, chronic and dire poverty, communicable diseases and population movements-as multifarious and unpredictable. In the presence of non-territorialized dangers and the expansion of potential sources of menace, nations and international organizations increasingly organized their security discourse around the notion of vulnerability, i.e., exposure to unpredictable risks that derive from intensified transnational connections.United Nations and European Union (EU) adoption of the concept of human security, the argument that individuals should be the focus of security efforts, reflected a broader trend to reconceive national risk and security. Defending borders, a traditional concern of statehood, began to be defined by regulation of what inevitably porous borders cannot contain, including migrant populations, weapons, diseases, cyber threats, pollution and more. Nations began to view migrating populations as potential loci of terrorist attacks, communicable diseases, crime and even cultural contamination. In this emerging scenario of fresh and newly arrayed risks, international and state leaders were likely to consider states dangerous not because of their might, but because of their weakness, and their inability to prevent criminal or other undesirable actors from thriving within their bounds and/or the capacity of such actors to trespass their borders. European Union leaders began to define security not so much as efforts to maintain stable Member boundaries, but as initiatives aimed at normalizing the environment surrounding the Union itself. In this changed situation, military intervention is but one form of European Union involvement with specific nations. Indeed, the EU has embarked on long-term programs of rebuilding societies and states by mobilizing an array of actors, including NGOs and other local political and civil society organizations. The Union has embraced rebuilding societies in its borderlands as a way of addressing Europe's perceived vulnerability.In fact, as early as 1993, good governance, vital market economies and well-functioning state administrations were stipulated in the Copenhagen criteria for EU admission, while also widely viewed as tools that could help make the Union more secure. A decade later, the2003 European Security Strategy called for a ring of well-governed states at the EU's frontiers. Prevention, intended to reduce the possibility that diverse threats might come together to create catastrophic events, emerged as a key element of the EU security strategy. The Union has sought to oversee the range of risks and threats its new understanding has identified by vigorous deployment of technology and knowledge intensive instruments for monitoring an array of variables, ranging from weather trends to population movements. Similarly, security for the EU is no longer the province of national leaders alone, but now encompasses a variety of additional actors, including international government organizations, nongovernmental organizations, international nongovernmental organizations, local politicians, other civil society organizations, and the private (for-profit) sector. The Union must now mobilize and coordinate all of these potential stakeholders to craft security and peacebuilding strategies suitable to the new era. …

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0030.006
Scholarly communication0.0090.010
Open science0.0010.004
Research integrity0.0060.004
Insufficient payload (model declined to judge)0.0130.002

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.

Opus teacher head0.021
GPT teacher head0.323
Teacher spread0.302 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

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".

Quick stats

Citations0
Published2013
Admission routes1
Has abstractyes

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