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Comparing Caveats: Understanding the Sources of National Restrictions upon NATO’s Mission in Afghanistan1

2011· article· en· W1809189153 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Studies Quarterly · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsMcGill University
Fundersnot available
KeywordsNorth Atlantic TreatyAlliancePolitical sciencePresidential systemPoliticsVariety (cybernetics)Political economyTreatyForeign policyPublic administrationLawSociology

Abstract

fetched live from OpenAlex

The North Atlantic Treaty Organization is the most robust and deeply institutionalized alliance in the modern world, yet it has faced significant problems in running the International Security Assistance Force (ISAF) in Afghanistan. Specifically, the coalition effort has been plagued by caveats: restrictions on what coalition militaries can and cannot do. Caveats have diminished the alliance's overall effectiveness and created resentment within the coalition. In this article, we explain why ISAF countries have employed a variety of caveats in Afghanistan, focusing on the period from 2003 to 2009. Caveats vary predictably according to the political institutions in each contributor to ISAF. Troops from coalition governments are likely to have caveats. Troops from presidential or majoritarian parliamentary governments tend, on average, to have fewer caveats, but specific caveats depend on the background of key decision makers in those countries. To demonstrate these points, we first review key limitations facing military contingents in Afghanistan. We then compare the experiences of Canada, France, and Germany and find that our institutional model does a better job of explaining the observed behavior than do competing explanations focusing on public opinion, threat, or strategic culture. We conclude with implications for both research and North Atlantic Treaty Organization's future.

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.

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)0.001
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.754
Threshold uncertainty score0.437

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.217
GPT teacher head0.385
Teacher spread0.168 · 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