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Record W4404509050 · doi:10.1080/09557571.2024.2426782

Nomads and international relations: post-sedentarist dialogues

2024· article· en· W4404509050 on OpenAlexaff
Jaakko Heiskanen, Joseph MacKay, İver B. Neumann, Einar Wigen, Ingrid Eskild, Martin Hall, Alice Engelhard, Hannah Owens, Jamie Levin, Franca Kappes

Bibliographic record

VenueCambridge Review of International Affairs · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSouth Asian Studies and Conflicts
Canadian institutionsSt. Francis Xavier University
FundersLeverhulme Trust
KeywordsInternational relationsPolitical sciencePolitical economySociologyPoliticsLaw

Abstract

fetched live from OpenAlex

The key concepts and reference points of International Relations (IR) are informed by a sedentarist worldview anchored on the territorial state. IR’s conception of its subject-matter is thus ‘static’ in both senses of the word: state-centric and immobile. One of the consequences of this sedentarist worldview has been a neglect of the world’s nomads. Defined by their spatial mobility, nomads have been either ignored or, less frequently, brought in as an exceptional ‘Other’ against which concepts such as statehood and territoriality can be defined. The interventions in this forum challenge IR’s sedentarism by recovering the world’s nomads as international political actors past and present, thus enriching the range of empirical cases upon which IR scholars may build their theories and challenging teleological narratives that view the history of the international system as the inevitable triumph of the territorial state. At the same time, the forum cautions against the reification of the nomad as the ‘Other’ of the state by disaggregating nomadism from mobility and problematising the sedentarism/nomadism binary. The goal of the forum is not to provide a blueprint for how IR scholars should study nomads, but to promote a critical reflexivity about IR’s sedentarist assumptions.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.038
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.038
Threshold uncertainty score0.199

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0380.023
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.005
Science and technology studies0.0280.094
Scholarly communication0.0230.026
Open science0.0030.015
Research integrity0.0100.021
Insufficient payload (model declined to judge)0.0060.000

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 head0.023
GPT teacher head0.319
Teacher spread0.296 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations6
Published2024
Admission routes1
Has abstractyes

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Same venueCambridge Review of International AffairsSame topicSouth Asian Studies and ConflictsFrench-language works237,207