MétaCan
Menu
Back to cohort
Record W4205280763

NATO in Afghanistan: A Test of the Transatlantic Alliance

2008· article· en· W4205280763 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of North Texas Digital Library (University of North Texas) · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicPolitics and Conflicts in Afghanistan, Pakistan, and Middle East
Canadian institutionsnot available
Fundersnot available
KeywordsAllianceTest (biology)Political scienceGeologyLawPaleontology
DOInot available

Abstract

fetched live from OpenAlex

The mission of the North Atlantic Treaty Organization (NATO) in Afghanistan is a test of the alliance's political will and military capabilities. Since September 11, 2001 the allies have sought to create a "new" NATO, able to go beyond the European theater to combat new threats such as terrorism and the proliferation of weapons of mass destruction. Afghanistan is NATO's first "out-of-area" mission beyond Europe. The purpose of the mission is the stabilization and reconstruction of Afghanistan. The mission is a difficult one because it must take place while combat operations against Taliban insurgents continue. Recent assessments of the current situation in Afghanistan point to a rise in the overall level of violence due to increased Taliban military activity and an increase in terrorist-related activities, including suicide bombings. U.N. Security Council resolutions govern NATO's responsibilities in Afghanistan. The NATO-led International Security Assistance Force (ISAF) faces formidable obstacles: shoring up a weak government in Kabul, using military capabilities in a distant country with rugged terrain, and rebuilding a country devastated by war and troubled by a resilient narcotics trade. NATO's mission statement lays out the essential elements of the task of stabilizing and rebuilding the country: train the Afghan army, police, and judiciary; support the government in counternarcotics efforts; develop a market infrastructure; and suppress the Taliban. Most observers predict that ISAF's efforts to stabilize Afghanistan will require several more years. An exit strategy has multiple components: suppressing the Taliban, rebuilding the economy, and cajoling Afghan leaders to improve governance. U.S. leadership in Afghanistan may well affect NATO's cohesiveness, credibility, and its future. The views of the governments of Germany, The Netherlands, the United States, Great Britain, Canada, and France on how the ISAF should fulfill its mission are included.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.274
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.015
GPT teacher head0.188
Teacher spread0.173 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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

Citations18
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of North Texas Digital Library (University of North Texas)Same topicPolitics and Conflicts in Afghanistan, Pakistan, and Middle EastFrench-language works237,207