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Record W4391816959 · doi:10.1177/00471178241231728

Saudi Arabia’s costly war in Yemen: a neoclassical realist theory of overbalancing

2024· article· en· W4391816959 on OpenAlexafffund
Thomas Juneau

Bibliographic record

VenueInternational Relations · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMiddle East and Rwanda Conflicts
Canadian institutionsUniversity of Ottawa
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsNomotheticPhenomenonState (computer science)Political sciencePolitical economyPositive economicsDevelopment economicsHistoryEconomicsEconomyNomothetic and idiographicEpistemologyPhilosophyComputer science

Abstract

fetched live from OpenAlex

Saudi Arabia faced multiple threats from Yemen in 2015: its southern neighbor had collapsed; a hostile sub-state actor, the Houthis, was entrenching itself along the border; and the presence of its rival Iran was growing. Responding was rational; it would have been sub-optimal for Riyadh to underbalance by doing little to counter the threat. Instead, however, Saudi Arabia overbalanced by launching a major air campaign and imposing a maritime and air blockade; as a result, it became bogged down in a costly war it cannot win. Why was this the case, and with what consequences? To answer this question, this article develops and applies a neoclassical realist theory of overbalancing. The first objective is nomothetic: to develop a theory of overbalancing, an important phenomenon neglected by the balancing literature. The second is empirical: to shed light on the Saudi decision to launch the war in Yemen.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.915
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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)0.0010.000

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 head0.029
GPT teacher head0.319
Teacher spread0.290 · 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.

Study designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations5
Published2024
Admission routes2
Has abstractyes

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