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Record W4393126980 · doi:10.1017/9781788214933.020

Conclusion: reconfiguring urban cultural infrastructure

2023· other· en· W4393126980 on OpenAlexaff
Alison L. Bain, Julie A. Podmore, Chan Arun-Pina

Bibliographic record

Venuenot available
Typeother
Languageen
FieldEngineering
TopicSmart Cities and Technologies
Canadian institutionsConcordia UniversityJohn Abbott CollegeYork University
Fundersnot available
KeywordsScholarshipUrban sprawlEconomic geographySociologyFutures contractPolitical scienceEconomyGeographyUrban planningEconomic growthBusinessEconomicsEngineeringCivil engineering

Abstract

fetched live from OpenAlex

INTRODUCTION Infrastructure is definitive of cities, intimately embedded in their constant change – their expansion and densification, their sprawl and contraction, their construction and decline (Melosi 2020). In addition to reconfiguring energy, water, sewage, solid waste, transportation and communication systems to persistently address complex societal issues (e.g., climate crisis, environmental pollution, deepening inequalities and exclusions, economic decline and privatization) and reshaping urban futures, infrastructure is also cultural. Over a decade of interdisciplinary scholarship has investigated the centrality of urban infrastructure to the transformation of cities demonstrating how “direct user involvement” in its malleable networks (Furlong 2010: 47) actively shape the extent to which residents can participate in urban life (Baumann & Yacobi 2022). Despite offering technology-and actor-focused explanations of infrastructural capacities and entanglements (Rutherford 2020; Rutherford & Coutard 2014; Silver 2014b), such research has largely neglected the cultural sector. Even as more recent scholarship attends to the palimpsest of socio-technical layers that rhythmically persist across time and space within systems (Monstadt 2022) – the “heterogenous configurations” of “different coverage, technologies, operations, logics and ownerships” (Lawhon et al. 2018: 723) that reinforce the longue durée of infrastructure choices (Moss 2020) – culture remains underexamined. By focusing on the cultural infrastructure that supports practices of producing, performing, consuming and collecting culture, this book affirms the centrality of culture to the imagination, mediation and constitution of cities in the present and into the future. It has illustrated how cultural infrastructure is multi-faceted and relationally embedded in different material and socio-economic structures and social practices that undergird cities and city-making around the world. As cultural institution and artefact, this infrastructure might appear inert and fixed within local geographies and histories, but it is in the often-uncomfortable tension between obduracy and change where artistic and prosaic cultural practices unfold, creating urban imaginaries of living otherwise. Following Escobar (1992), embodied practices and imaginaries of living otherwise produce alternate political practices leading to forms of cultural innovation that chart different infrastructural futures. Subaltern and countercultural politics and practices of difference emerge in cities everywhere whether from their spatial, economic, cultural or sexual margins.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.018
Threshold uncertainty score0.995

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.008
GPT teacher head0.201
Teacher spread0.193 · 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.

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".

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Citations0
Published2023
Admission routes1
Has abstractyes

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