MétaCan
Menu
Back to cohort
Record W4404289130 · doi:10.1177/00207152241291580

The power of materiality: Local orders, interaction and global governance

2024· article· en· W4404289130 on OpenAlexvenueno aff
Annett Bochmann

Bibliographic record

VenueInternational Journal of Comparative Sociology · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsMateriality (auditing)Corporate governancePower (physics)Economic geographyEconomic systemSociologyBusinessAestheticsPolitical sciencePolitical economyEconomicsArtManagementPhysics

Abstract

fetched live from OpenAlex

The article examines the power of materiality in the context of refugee camps, demonstrating how local orders and global governance are intricately interwoven within the material domain. It draws on ethnographic fieldwork conducted in Burmese refugee camps in Thailand to illustrate how sociomateriality can establish spaces of exclusion and associated memberships through their practical implementation, but at the same time permit flexible forms of local manifestations. These aspects represent the tangible realities that people, both ordinary camp residents and local authorities, navigate and achieve in their local public camp life. By means of detailed observation of three distinct camp situations—namely, interactions of membership, checkpoint practices, and the temporary suspension of public camp life—the article argues that mundane sociomaterial practices can both produce and undermine the political intentions of architects to realize materialities of exclusion. Nevertheless, despite their partial and incomplete nature and the capacity of people to circumvent them, the materiality of exclusion is maintained and persists. By elucidating these dynamics, the article contributes to the existing literature that emphasizes the importance of understanding camp governance through the lens of sociomateriality.

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)0.005
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0060.072
Scholarly communication0.0130.009
Open science0.0010.010
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.027
GPT teacher head0.394
Teacher spread0.367 · 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 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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Comparative SociologySame topicMigration, Refugees, and IntegrationFrench-language works237,207