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Record W2607016972 · doi:10.3138/jcfs.46.1.121

South African Families of Indian Descent: Transmission of Racial Identity

2015· article· en· W2607016972 on OpenAlexvenueno aff
Kathryn Pillay

Bibliographic record

VenueJournal of Comparative Family Studies · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicSouth African History and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyAgency (philosophy)DemocracyGender studiesIdentity (music)EmbeddednessState (computer science)Race (biology)Political scienceLawPoliticsSocial science

Abstract

fetched live from OpenAlex

This article examines how notions of ‘race’ are constructed and transmitted across generations within South African families of Indian descent. The qualitative data analysed and presented in this paper was collected by means of oral histories and semi-structured interviews with five South African families of Indian descent, and has been drawn from a larger data set that was gathered for my doctoral research. I argue in this paper that the continued focus of the democratic South African state on apartheid-era ‘race’ classification in various legislative and bureaucratic guises has resulted in the embeddedness of ‘race’ thinking in the national psyche. This has set limits to identity choices, and the family, therefore, while being an important site of racial identity formation, is superseded in significance by relationships with varying role players in society, including, and most important in this case, the South African state. The born-free and raised-free generation’s uncritical acceptance of the racial label ‘Indian’ does not conflict with the older generations understanding and appropriation of the category. This further points to the cogency of apartheid legislation in a democratic country, and while agency cannot be denied, this paper argues that agency has to be viewed relative to the constraints imposed by society. This paper demonstrates that rejection of the ‘race’ label by participants or resistance to it, is futile, as legally and socially South Africans of Indian descent are marked as ‘Indian’ by virtue of their phenotype and thus remain trapped by state imposed classifications.

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)0.001
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.374

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.148
GPT teacher head0.380
Teacher spread0.232 · 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

Citations9
Published2015
Admission routes1
Has abstractyes

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