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Record W3196874644 · doi:10.26443/jiows.v5i1.97

“Owned them like a Father": Labor Contractors, Port Workers, and the Makings of Ethnicity in Singapore

2021· article· en· W3196874644 on OpenAlexvenueno aff
Laura Yan

Bibliographic record

VenueThe Journal of Indian Ocean World Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in Asia
Canadian institutionsnot available
Fundersnot available
KeywordsEthnic groupKinshipScholarshipColonialismPort (circuit theory)SociologyPolitical scienceGender studiesLawEngineering

Abstract

fetched live from OpenAlex

Despite the importance of ports to the Indian Ocean world, labor contracting systems in ports remain understudied. By focusing on ethnic divisions of labor among port workers in colonial Singapore from the 1930s to the 1950s, this article shows how labor contractors constructed these divisions and how social organization in modern Singapore is rooted in labor contracting at the port. Past scholarship has explained merchants’ propensity to form partnerships within the same kin or ethnic circles with the notion of trust: that those of the same kin or ethnicity could be trusted more easily. However, this article argues that labor contractors often recruited migrant workers from the contractors’ home villages and regions because shared kinship and ethnicity allowed contractors to better control workers’ laboring, social, and cultural life. Performances of shared kinship and ethnicity gave contractors power as both employers and community leaders. After World War II, port workers also solidified ethnic divisions by organizing into unions along the lines of ethnicity, and they secured benefits as ethnic blocs, rather than for all port workers. This post-war moment of organizing labor by ethnicity has shaped labor activism in Singapore today as migrant workers continue to strike in ethnic blocs to protest disparities in working conditions between workers of different ethnicities.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.039
Threshold uncertainty score0.078

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.004
Scholarly communication0.0040.002
Open science0.0000.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.040
GPT teacher head0.320
Teacher spread0.279 · 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 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
Published2021
Admission routes1
Has abstractyes

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