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Can a preservationist ideology halt the process of creative destruction? Evidence from Salt Spring Island, British Columbia

2011· article· en· W1545135392 on OpenAlex

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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian Geographies / Géographies canadiennes · 2011
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicRural development and sustainability
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsIdeologyRevenueTourismState (computer science)Political scienceGeographyEconomyBusinessArchaeologyEconomicsPoliticsLaw

Abstract

fetched live from OpenAlex

For more than 50 years, rural municipalities across the developed world have struggled to redefine themselves in the face of declining primary sector employment. In some places, this struggle has led to the creation of landscapes that provide heritage‐seekers with tangible commodities and intangible experiences reflecting a by‐gone past. Recent research suggests that these post‐productivist heritage‐scapes may evolve into leisure‐scapes of mass consumption, if profit or economic growth are the key motives underlying development ( Mitchell and Vanderwerf 2010 ). This article questions whether a dominant ideology of preservation can prevent this scenario. We studied Salt Spring Island, British Columbia: (i) to determine if the island displays the characteristics of a heritage‐scape, (ii) to discover if a preservationist ideology has contributed to its current state, and (iii) to ponder if this state can be maintained, in light of recent regional and provincial discourse. Our analysis reveals that the creation, and maintenance, of this heritage‐scape has been guided largely by public discourse underlain by a preservationist ideology. This prolonged state, however, may be drawing to an end. Recent provincial directives to double tourist revenues suggest that local (and regional) discourse soon may be overshadowed by the province's mandate to promote economic growth. The response of local stakeholders will ultimately dictate the Island's ability to maintain its present state as a post‐productivist heritage‐scape.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.905

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.013
GPT teacher head0.188
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