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Record W4378836531 · doi:10.1080/07256868.2023.2216147

Navigating the Racial Landscape: Malay Youth Experiences of Education and Work in Singapore

2023· article· en· W4378836531 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Intercultural Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in Asia
Canadian institutionsInstitute for Christian StudiesUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsMalayRacismSociologyGender studiesRacial formation theoryMeritocracyMulticulturalismRace (biology)Social stratificationPolitical scienceSocial scienceLawPedagogy

Abstract

fetched live from OpenAlex

Scholars have noted the need for both empirical and theoretical research on the unique configurations of race and racism within Asia. This paper explores the racialized landscape encountered by Malay youth during their education and employment in the city-state of Singapore. We highlight the three unique building blocks which comprise the country’s racial landscape, namely (i) race is used as a naming device by the state; (ii) economic and social inequality along the lines of race exist alongside discourses of meritocracy and (iii) discussions of race which can be perceived as offensive are violations of local laws. Based on focus groups conducted with Malay youth on their experiences and memories of their education and employment, we highlight their perspectives on racial stratification. We explore Singapore’s racial landscape within which Malay youth are excluded from networks, silenced through discourses of harmonious multiculturalism, and excluded from Chinese-language-based corporate cultures which are predominant. Our findings suggest that challenging racial inequality in multicultural cities requires the dismantling of systemic systems of stratification. Our analysis contributes to understanding the unique configurations of race and racism in Asia and amongst Asians.

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.

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)0.001
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 score0.027
Threshold uncertainty score0.162

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.056
GPT teacher head0.389
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