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Record W4205984561 · doi:10.21463/jmic.2021.10.2.02

Themes Related to Islandness in Tourism Logos: Island versus Non-Island Tourism Destinations

2021· article· en· W4205984561 on OpenAlexaff
Susan L. Graham

Bibliographic record

VenueJournal of Marine and Island Cultures · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIsland Studies and Pacific Affairs
Canadian institutionsUniversity of Prince Edward Island
Fundersnot available
KeywordsDestinationsTourismLogos Bible SoftwareSurpriseGeographyParadiseSense of placeCartographyAdvertisingSociologyHistoryEconomic geographyArchaeologyArt historyComputer scienceCommunication

Abstract

fetched live from OpenAlex

Islands hold a special place in the hearts and minds of travelers. The depiction of islands as a paradise and the sense of idyllic fantasy that travellers invoke with respect to islands is, in essence, a rudimentary attempt to brand islands. Islands are celebrated as being distinct from non-islands in ways rooted in the place, and the pursuit to discover characteristics that distinguish islands from their non-island counterparts is the quest to understand islandness. It should be no surprise then if some island destination management organizations, responsible for the creation of engaging and compelling brand identities, integrate themes related to islandness in the brands they develop to promote island destinations. This paper examines the incorporation of islandness themes as part of the brands developed to promote tourism by comparing islands and non-islands destinations. The tourism logos used by 85 island- and 146 non-island destinations were reviewed to assess the degree to which the logos included themes related to islandness. Employing a modified Likert-scale, study findings show island themes are not used exclusively by islands, but instead are used to various degrees and in different ways by islands and non-islands alike. This suggests that many of the themes related to islandness are not unique to islands and apply in some cases to non-island destinations as well. In addition, the findings may be interpreted to mean that the investigation of logos as a proxy for understanding islandness in island tourism brand identities is insufficient and inadequate, and a more fulsome investigation into the various ways of expressing brand identity might provide greater insights.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0000.002
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 head0.012
GPT teacher head0.292
Teacher spread0.280 · 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 source (direct Gemma or distilled Codex), not a consensus.

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

Citations5
Published2021
Admission routes1
Has abstractyes

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