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Record W2998676179 · doi:10.1177/0020702019896302

The critical impasse of peacebuilding: Toward an analytically eclectic critique of liberal peacebuilding

2019· article· en· W2998676179 on OpenAlexaff
Cheng Xu

Bibliographic record

VenueInternational Journal Canada s Journal of Global Policy Analysis · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPeacebuildingLiberalismInternational relations theoryInternational relationsSociologyCritical theoryField (mathematics)Cold warPolitical scienceRealismSecurity studiesEpistemologyLawPolitical economyPoliticsPhilosophy

Abstract

fetched live from OpenAlex

In the decades following the Cold War, scholars of International Relations (IR) have struggled to come to grips with how the fundamental shifts in the international system affect the theoretical underpinnings of IR. The debates on peacebuilding have served as a fierce battleground between the dominant IR research programs—realism and liberalism—as to which provides both the best framework for understanding contemporary security challenges as well as policy prescriptions. I engage with the recent arguments made by David Chandler and Mark Sedra, two prominent critical scholars of IR, and argue that IR as a field would be best served to leave behind the “great debates” of the different research programs, and instead focus on middle-range problem-solving and analytically eclectic approaches. This essay further argues that the best way forward is for critical theorists to take a conciliatory approach with the contributions from the other research programs.

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)0.003
metaresearch head score (Gemma)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.460
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.001
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 head0.013
GPT teacher head0.390
Teacher spread0.377 · 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 designTheoretical or conceptual
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

Citations2
Published2019
Admission routes1
Has abstractyes

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