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Record W2037373828 · doi:10.1108/09596110310482227

Sustainable tourism development in the Caribbean: practical challenges

2003· article· en· W2037373828 on OpenAlexaff
Lynn C. Harrison, Chandana Jayawardena, Anthony Clayton

Bibliographic record

VenueInternational Journal of Contemporary Hospitality Management · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicCaribbean history, culture, and politics
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsTourismHospitalityTourism geographyCaribbean regionWest indiesSustainable tourismSustainable developmentEconomic growthHospitality industryEcotourismHospitality management studiesPolitical scienceMarketingBusinessSociologyEconomicsLatin Americans

Abstract

fetched live from OpenAlex

The 2003 Worldwide Hospitality and Tourism Trends (WHATT) roundtable discussion, held at the University of the West Indies in Jamaica, focused on the issues affecting the development of tourism in the Caribbean. Fourteen industry practitioners and academics from the hospitality and tourism sector discussed the definitions of “sustainable tourism development” and debated the key development issues in Caribbean tourism and related education and research needs. The meeting agreed that there was a lack of research and intellectual focus on Caribbean tourism, although many Caribbean governments are in clear need of policy guidance. The meeting therefore identified a few achievable action points with the aim of addressing this problem.

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)0.004
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.945
Threshold uncertainty score0.376

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
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 head0.047
GPT teacher head0.330
Teacher spread0.283 · 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 designTheoretical or conceptual
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

Citations65
Published2003
Admission routes1
Has abstractyes

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