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Record W3041987975 · doi:10.1080/13504630.2020.1787823

‘Some nice Latin American music will be played by a tape player’: anti-racist critique and the multicultural state

2020· article· en· W3041987975 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSocial Identities · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicLatin American and Latino Studies
Canadian institutionsCarleton University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsMulticulturalismRacismSociologyRacializationPoliticsGender studiesState (computer science)Diversity (politics)LawPolitical scienceAnthropologyRace (biology)

Abstract

fetched live from OpenAlex

This article explores multicultural politics of ‘anti-racism’ through a detailed and contextualized study of the 1993 March 21 campaign in Canada’s largest federal administrative tribunal, the Immigration and Refugee Board of Canada (IRB). I argue that multicultural state politics thwart serious engagement with anti-racist critique, and drastically reconfigure the meanings and consequences of anti-racism. Within multicultural state politics, anti-racism quickly devolves to apolitical recycling of diversity discourses, and benign celebrations of cultural festivities. As I will show, state multiculturalism is a cheap institutional production that heavily relies on the unpaid labour of racialized civil servants, and leaves the status quo largely intact. Ironically, multicultural celebrations of diversity produce novel opportunities for racialization and racial exploitation. While the celebrations go on, relations of racial dominance are reproduced and protected from critique.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.004
Scholarly communication0.0000.001
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 head0.021
GPT teacher head0.303
Teacher spread0.282 · 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