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Record W2004003124 · doi:10.1080/13504630.2011.570972

Shopping for identity: articulations of gender, race and class by critical consumers

2011· article· en· W2004003124 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSocial Identities · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsSociologyGender studiesRace (biology)MetaphorContext (archaeology)Identity (music)HegemonyClass (philosophy)MulticulturalismConsumption (sociology)CitizenshipNetnographyGlobalizationSocial sciencePolitical sciencePoliticsEpistemologyAestheticsSocial mediaLawLinguisticsPedagogy

Abstract

fetched live from OpenAlex

This article discusses a study which explored shopping as a process of incidental adult learning about consumption, globalization and citizenship among self-identified critical shoppers in Vancouver, Canada. The author focuses on participants' comments about social identity, especially in terms of gender, race and class. Reflecting current concerns, many participants noted that the environment and (un)fair trade influenced their shopping practices, and helped them understand themselves in the context of a ‘multicultural’ society and a ‘globalized’ world. This article borrows from the jargon of municipal recycling programs, part of a critical consumption discourse, in outlining how participants' comments seem to ‘reduce,’ ‘reuse,’ and/or ‘recycle’ hegemonic notions of gender, race and class. Working from a neo-Gramscian perspective, the author uses this metaphor to explore both the tendency to reiterate an understanding of gender, race and class as essentialized characteristics and attempt to resist that simplistic understanding.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.227
Threshold uncertainty score0.633

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 studies0.0010.001
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 head0.100
GPT teacher head0.360
Teacher spread0.259 · 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