MétaCan
Menu
Back to cohort
Record W4393126974 · doi:10.1017/9781788214933.013

Aestheticizing hipster retail infrastructure: from Neapolitan to cosmopolitan

2023· other· en· W4393126974 on OpenAlexaboutno aff
Bryan Mark

Bibliographic record

Venuenot available
Typeother
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Retail Behavior Studies
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessNeighbourhood (mathematics)Optimal distinctiveness theoryConsumption (sociology)MarketingEconomic geographyEconomySociologyGeographyEconomics

Abstract

fetched live from OpenAlex

INTRODUCTION Local shopping streets and neighbourhood retailing are universal urban forms of commerce that produce and maintain the lifeblood of the cultural infrastructure of cities as a marketplace of public cultures (Zukin et al. 2016). Forming the public face of local identity and sites where social identities emerge, the socio-spatial assemblage of brick-and-mortar stores and buildings, business owners, workers and shoppers comprise the consumption infrastructure of urban retailing. This infrastructure organizes encounters between different publics in cities, producing street-level sites of exchange and dignified livelihoods for marginalized actors and international newcomers (Hall 2012). Into the twenty-first century, however, local shopping streets – everyday sites of retail diversity – face extreme competition from online retail shopping (Zukin et al. 2016), while the concentration and internationalization of financial retail capital displaces and replaces low-capital independent shops with brand-name global chain stores (Mermet 2017). Moreover, the aestheticization of production and consumption represents an additional force of homogenization, blitzing the social, cultural and economic heterogeneity of neighbourhood retail shopping streets with new consumer cultural forms of lifestyle-centred, upscale market values of distinctiveness, individuality and authenticity (Ley 2003; Zukin 2010). This homogenization standardizes urban retail infrastructure into specialist bubbles of cultural commerce that maintain and validate the social networks and aesthetic preferences of the new urban middle class. It also signals the roll out of new local micro-retail actors who embody an emerging occupational type and consumption pattern that feeds the postmodern marketplace of post-industrial cities: hipster retailing. Exploring the aestheticization of urban retail infrastructure, this chapter begins by tracing paradoxical class identity formation processes of “the hipster” within aestheticized spheres of consumption and production in the city, highlighting how in the twenty-first century the hipster embodies a distinct form of entrepreneurial retail. It then offers a case-study analysis of an independent ice cream boutique in downtown Toronto, Canada as a microcosm of the dynamics of hipster retailing. The chapter argues that hipster retail infrastructure is both physical and virtual, materializing from culinary and image processes of making and selling that are structured by an “aesthetic disposition” of the self-employed proprietor and amplified by digital self-branding imperatives of mobile social media users.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.089
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0120.014

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 head0.030
GPT teacher head0.249
Teacher spread0.219 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2023
Admission routes1
Has abstractyes

Explore more

Same topicConsumer Retail Behavior StudiesFrench-language works237,207