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Record W4317491766 · doi:10.1016/j.heliyon.2023.e13106

The use of intangible heritage and creative industries as a tourism asset in the UNESCO creative cities network

2023· article· en· W4317491766 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.

Bibliographic record

VenueHeliyon · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Industries and Urban Development
Canadian institutionsCanadian HeritageUniversité du Québec à Montréal
Fundersnot available
KeywordsTourismIntangible assetCreative industriesAsset (computer security)Creative CitiesEngineeringBusinessEconomyCreativityGeographyPolitical scienceVisual artsArtEconomicsArchaeologyComputer scienceFinance

Abstract

fetched live from OpenAlex

The creative economy has been recognized as key in urban development and planning, which the UNESCO Creative Cities Network (UCCN) consolidates. While benefiting from the label, the tourism sector also plays a fundamental role in the creative strategy. This paper explores how intangible heritage and creative industries can work as a tourism asset for creative cities and thus participate in their development. An NVivo thematic content analysis of all the tourism-related actions listed in the UCCN reports was performed to identify what types of cultural tourism products and actions are linked to the creative cities and to understand how they relate to their UNESCO creative fields to detect gaps and potentials. Tourism activity represents 17% of the total actions listed in the creative cities' reports, mostly concentrated in the Crafts & Folk Art field. The empirical results highlight tendencies that can be applied and adapted to future destinations with intangible assets on their territory and that want to work with the creative industries. Thus, this paper unveils an underexplored potential of synergies between two important economic and creative activities.

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)0.001
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.226
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.094
GPT teacher head0.310
Teacher spread0.216 · 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