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Record W4250077765 · doi:10.32920/ryerson.14656893.v1

Placemaking & Engaging Diverse Communities: Exploring Opportunities for Community Arts in Toronto’s Mobility Hubs

2021· preprint· en· W4250077765 on OpenAlexaffabout
Roozbeh Nayeri

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicPublic Spaces through Art
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsCommunity designNeighbourhood (mathematics)Transformative learningCommunity engagementUrban planningThe artsBuilt environmentPublic relationsSociologyRecreationUrban sprawlUrban designCommunity buildingSense of communityPolitical scienceEngineeringCivil engineeringSocial science

Abstract

fetched live from OpenAlex

As high-volume nexuses between different modes of transportation interfacing with various other employment, retail, residential and recreational land-uses, mobility hubs are a key component of expected future improvements in Toronto’s transit infrastructure. Transit-oriented considerations have increasingly become a central factor guiding urban development and growth. The inherent challenge of engaging a diverse urban population in decisions about the built environment can be further compounded when seeking to animate communities with marginalized populations while using ‘one size fits all’ engagement methods. Nonetheless, the dynamic nature of sustainability creates a need to revise community visions frequently. This paper draws on interviews with community arts professionals and art educators, as well as representatives from transportation, urban planning, urban design and architecture to explore the potential of community art as a transformative tool and as a way of fostering more inclusive urban regeneration. The potential for community art as a more central element in the planning and development of mobility hubs is also examined. The results identified that community arts and arts-based engagement strategies have the potential to help overcome many of the pervasive barriers to participation associated with traditional engagement methods. A host of process- and outcome-oriented benefits were identified by participants, including the potential for fostering inter- and intra-neighbourhood dialogue, building a stronger sense of neighbourhood identity, and developing capacity towards community-led neighbourhood regeneration. The results have implications for the transformative and capacity-building potential of community art and arts-informed engagement strategies as perceived and utilized by urban planners.

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)0.009
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.325
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.001
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0010.002
Open science0.0020.004
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.557
GPT teacher head0.429
Teacher spread0.128 · 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 designQualitative
Domainnot available
GenreEmpirical

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
Published2021
Admission routes2
Has abstractyes

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