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Record W4417244193 · doi:10.1080/03086534.2025.2594680

Colonial Tug-of-War: Shifting Narratives and Desirability of Indian Minorities in Burma and Indochina

2025· article· en· W4417244193 on OpenAlexfundno aff
Marly Tiburcio-Carneiro

Bibliographic record

VenueThe Journal of Imperial & Commonwealth History · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsnot available
FundersUniversité de MontréalSocial Sciences and Humanities Research Council of CanadaFonds de Recherche du Québec-Société et CultureMitacs
KeywordsColonialismNarrativeIdentity (music)Ethnic groupEthnography

Abstract

fetched live from OpenAlex

This article examines the responses of colonial authorities in British Burma and French Indochina to the Chettiar bankers following the 1929 stock market crash, focusing on the resulting tensions and economic impacts. This event reignited public debate around the enduring presence and influence of Indian bankers in both colonies, highlighting their longstanding role within the colonial economies. Exploring this pivotal moment and its significance highlights how Indian communities were impacted by the disruptive effects of the stock market crash. This period saw renewed scrutiny of their presence in colonial societies, as discussions arose around credit, debt, and the Chettiars’ role in the colonies’ financial burdens. It also foregrounded critical questions regarding the desirability and acceptability of these financial actors within the colonial framework.

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)0.000
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 score0.487
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
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 head0.020
GPT teacher head0.304
Teacher spread0.284 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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