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Record W4288033561 · doi:10.18280/ijsdp.170434

Development of Penyengat Island Area as an International Tourism Area Based on Heritage Tourism

2022· article· en· W4288033561 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Sustainable Development and Planning · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsTourismCultural heritageGeographyHeritage tourismNatural heritageUrbanizationIndustrial heritageValue (mathematics)Tourism geographyCultural heritage managementEconomyRegional scienceEconomic growthArchaeologyEconomics

Abstract

fetched live from OpenAlex

This research aims to implement the Penyengat Island area as a heritage-based international tourism area. Indonesia is well known as one of the largest numbers of historical tourisms in the world. The number of world tourism heritage sites continues to increase every day, Indonesia has diversity island that one of them has potential to developed as a tourism destination. Penyegat Island is one of potential island due the preservation of customs and moral values that have a historical heritage in Penyengat Island can be promoted by procedures based on international heritage. This paper uses descriptive qualitative methods with data collection techniques through library research with an empirical study approach. The results showed that the phenomenon of urbanization associated with globalization factors make the natural physical structure in the Penyengat Island area less noticed, even though Penyengat Island is a typical area because it has sublime value and culture that can be used as a unique tourism object or destination without eliminating historical value so that Penyengat Island can become one of Indonesia's flagship tourism products in Internasional community based on Heritage Tourism.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.493
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.025
GPT teacher head0.297
Teacher spread0.273 · 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