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Record W4229371089 · doi:10.1108/jchmsd-09-2021-0169

Heritage theory at work: how heritage policy in Toronto, Canada shapes a market with asymmetrical opportunities for professionals and tradespeople

2022· article· en· W4229371089 on OpenAlexaffabout
Luke McElcheran, Mario Santana Quintero

Bibliographic record

VenueJournal of Cultural Heritage Management and Sustainable Development · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsCarleton University
Fundersnot available
KeywordsCultural heritage managementIndustrial heritageContext (archaeology)Cultural heritageWork (physics)ValuesPublic relationsPolitical sciencePublic administrationSociologyGeographyEngineeringArchaeologyLaw

Abstract

fetched live from OpenAlex

Purpose Toronto's heritage program is reporting year over year growth in both the number of listed and designated properties and the amount of money secured for heritage projects. At the same time, it is widely recognized that heritage trade skills are in decline. The purpose of this research is to examine Toronto's heritage policy in its regulatory and economic context to understand why heritage trades are struggling while the heritage program and the market for heritage professional services flourish and to suggest solutions based on existing policy tools. Design/methodology/approach This research looks at the policy documents at the federal, provincial and municipal level that determine the minimum standard for heritage conservation in Toronto. It refers to secondary research on the economic context for these regulations to understand how they are applied and why they tend to produce certain outcomes. It introduces the regulatory context set by Canada's Standards and Guidelines for the Conservation of Historic Places and the Ontario Heritage Act. It goes on to analyse Toronto's local policy in more detail including density bonusing programs, the Toronto Official Plan and Heritage Conservation District planning standards. Findings Toronto's heritage policy creates asymmetrical opportunities for heritage professionals and heritage specializing tradespeople. While the work that heritage professionals do is required or strongly encouraged by policy and increases reliably with the amount of funding secured for heritage projects, heritage tradespeople do not enjoy similar advantages. Their work is not required in the same way as heritage professionals' or encouraged to the same degree, and money secured for heritage projects does not necessarily go towards work that would engage the building trades necessary to maintain heritage structures. Originality/value The value of job creation in heritage trades is a mainstay of heritage economic advocacy, and there is growing interest in the value of these trades skills as a resource for sustainable building practices. There is relatively little research considering how heritage policy and theory affect career opportunities for workers with these trades skills, and none that addresses those systemic pressures in the context of municipal heritage programs in Canada.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.476
Threshold uncertainty score0.989

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 studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.046
GPT teacher head0.236
Teacher spread0.190 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations1
Published2022
Admission routes2
Has abstractyes

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