MétaCan
Menu
Back to cohort
Record W4392472959 · doi:10.1080/03057925.2024.2321851

Toppling statues? Complicity, whiteness and reckoning in comparative and international education

2024· article· en· W4392472959 on OpenAlexaff
Robin Shields, Julia Paulson

Bibliographic record

VenueCompare A Journal of Comparative and International Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsComplicityPolitical scienceSociologyLaw

Abstract

fetched live from OpenAlex

Recent scholarship in comparative and international education (CIE) has witnessed the emergence of two competing viewpoints on the history of the field. One draws increasing attention to the ways CIE has been implicated in colonial projects and how the underpinning racist ideologies persist in the field today. The other perspective rejects this argument on the basis that it engages with ‘identity politics.’ While discussions of racism, coloniality and the politics of representation have been mainstreamed in other areas of educational research, the reaction it has engendered in CIE offers insights into the workings of the field. In this paper, we draw upon intellectual resources theorising ignorance, white intermediaries and affect to better understand whiteness as an organising principle in the disciplinary identity of CIE. These tools offer possibilities for moving beyond a defensive response to decolonial critiques towards more dialogic and reparative histories of CIE.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.565
Threshold uncertainty score0.562

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 communication0.0010.001
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 head0.158
GPT teacher head0.493
Teacher spread0.334 · 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 designQualitative
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

Citations17
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueCompare A Journal of Comparative and International EducationSame topicGlobal Education and MulticulturalismFrench-language works237,207