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Record W4395467234 · doi:10.1093/isr/viae019

Collective Memory and Problems of Scale in International Relations

2024· article· en· W4395467234 on OpenAlexaff
Elise Sammons, Will Kujala

Bibliographic record

VenueInternational Studies Review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicKorean Peninsula Historical and Political Studies
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsScale (ratio)International relationsCollective memoryPolitical scienceSociologyLawGeographyCartography

Abstract

fetched live from OpenAlex

Abstract International relations (IR) scholars are increasingly interested in the role of memory in world politics. In this paper, we examine a key tension in the uptake of memory in IR between its status as a topic studied within IR and its use as an optic through which the basic categories of IR might be rethought. Focusing on the problem of scales of analysis, central within memory studies more broadly, we suggest that while memory poses a challenge to typical scalar arrangements in IR, such as “levels” of analysis, memory is often studied within these very arrangements. We argue that this is significant because questions of scale are at times the central political problem at stake in international memory. We track this tension between topic and optic in studies of memory, national identity, and foreign policy; studies of collective trauma and sovereignty; and studies of conflict and cooperation over memory.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.794
Threshold uncertainty score0.479

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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)0.0000.000

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 head0.059
GPT teacher head0.383
Teacher spread0.325 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations1
Published2024
Admission routes1
Has abstractyes

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