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Record W4361288383 · doi:10.1163/23519924-09010002

Exclusion at the Heart of Empire: Punjabi Migrants in Buenos Aires and London Before the First World War

2023· article· en· W4361288383 on OpenAlexaff
Benjamin Bryce

Bibliographic record

VenueJournal of Migration History · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicColonial History and Postcolonial Studies
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsKingdomAgency (philosophy)EmpireMigrant workersPolitical scienceSpanish Civil WarEconomic historyEthnologyHistorySociologyEconomic growthLawSocial science

Abstract

fetched live from OpenAlex

Abstract This article charts the history of hundreds of Punjabi labourers who migrated to Argentina in 1912 and then onward to the United Kingdom. It argues that both worker agency and imperial concerns about mobility shaped this episode of migration and exclusion. Drawing from sources produced in Britain and Argentina, in English and Spanish, it shows how both workers and bureaucrats pursued competing goals, and how the ideas and activities of both groups mattered. It examines these migrant labourers’ voices and goals in Argentina and the United Kingdom. These Punjabi men repeatedly weighed their options and pursued opportunities for advancement, often taking advantage of their imperial subjecthood to do so. This research also shows how those strategies coexisted with the efforts of bureaucrats in Buenos Aires and London who sought to repatriate these migrants.

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)0.001
metaresearch head score (Gemma)0.002
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: Other · Consensus signal: none
Teacher disagreement score0.203
Threshold uncertainty score0.403

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0140.008
Scholarly communication0.0050.003
Open science0.0010.005
Research integrity0.0010.003
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 head0.025
GPT teacher head0.280
Teacher spread0.256 · 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
GenreOther

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
Published2023
Admission routes1
Has abstractyes

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