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Record W2604512772 · doi:10.1017/s0940739116000382

Development versus Preservation Interests in the Making of a Music City: A Case Study of Select Iconic Toronto Music Venues and the Treatment of Their Intangible Cultural Heritage Value

2017· article· en· W2604512772 on OpenAlex
Sara Ross

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

VenueInternational Journal of Cultural Property · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Industries and Urban Development
Canadian institutionsTD Bank Group
Fundersnot available
KeywordsIntangible cultural heritageCultural heritage managementRedevelopmentCultural heritageValue (mathematics)Industrial heritageSociologyUrban planningPolitical scienceEnvironmental ethicsPublic relationsLawEngineeringCivil engineering

Abstract

fetched live from OpenAlex

Abstract: Urban redevelopment projects increasingly draw on culture as a tool for rejuvenating city spaces but, in doing so, can overemphasize the economic or exchange-value potential of a cultural space to the detriment of what was initially meaningful about a space—that which carries great cultural community wealth, use-value, or embodies a group’s intangible cultural heritage. Development and preservation interests illustrate this tension in terms of how cultural heritage—both tangible and intangible—is managed in the city. This article will turn to Toronto’s “Music City” strategy that is being deployed as part of a culture-focused urban redevelopment trend and Creative City planning initiative in order to examine how the modern urban intangible merits of city spaces are valuated and dealt with in light of the comparatively weak regard accorded to intangibility within the available heritage protection legal frameworks of Canada, Ontario, and, specifically, Toronto. The currently underdeveloped recognition for intangibility in the heritage protection equation not only fails to equally valuate non-dominant, unconventional, or alternative iterations of culture but also falls behind the key guiding documents in international law for the safeguarding and recognition of intangible cultural heritage as well as in accounting for intangibility in determining heritage value. Without diligent inclusive strategies to account for, and consult, the diverse spectrum of groups, cultures, and cultural spaces affected by urban heritage and cultural city planning processes, a city’s development initiatives risk counterproductively destroying the precise characteristics they are otherwise seeking to nourish, create, and, even, commodify.

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.207
GPT teacher head0.382
Teacher spread0.175 · 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