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Wars Without End

2024· book· en· W4405603549 on OpenAlexaff
Noel Anderson

Bibliographic record

Venuenot available
Typebook
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Abstract Despite their untold human suffering, widespread destruction and loss, and far-reaching destabilization, the fires of many of the world’s most violent civil wars continue to burn. In light of their devastating effects, how can we explain the intractability of costly and stalemated, yet seemingly endless, civil wars? By situating internal conflicts within the broader geopolitical environment in which they take place, this book provides an answer. It highlights the critical role of competitive intervention—opposing, simultaneous transfers of military assistance from different third-party states to both government and rebel combatants—in the dynamics, duration, and global prevalence of internal conflict. Providing a comprehensive theoretical and empirical account of this form of external meddling, it brings together battlefield bargaining dynamics, the escalatory pressures of interstate competition, and the systemic dimensions of geopolitical rivalry in civil wars to explain how protracted fighting within states is linked to enduring competition between them. In doing so, it challenges traditional conceptions of “proxy war” by deriving new propositions about the strategic logics that motivate it, offering new and productive angles on the behaviors of armed groups, the strategies of foreign interveners, and the trajectories of internal wars. Combining statistical analyses with detailed case studies drawing on fieldwork, original interviews, declassified intelligence reports, and archival research, the book explains competitive intervention’s pernicious effects, documents its consequences for civil wars, and proposes policy prescriptions aimed at resolving some of today’s most intractable conflicts.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.234
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0090.006

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 head0.024
GPT teacher head0.350
Teacher spread0.326 · 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; both teacher heads agree on what is shown here.

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 routes1
Has abstractyes

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