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Record W4310869899 · doi:10.18280/ijsdp.170735

Analyze of Sustainability of Ecotourism in Bukit Tiga Puluh National Park in Riau Province, Indonesia

2022· article· en· W4310869899 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
KeywordsEcotourismSustainabilityNational parkIndex (typography)Dimension (graph theory)Value (mathematics)Environmental Sustainability IndexSustainable managementGeographySustainable developmentEnvironmental resource managementBusinessEnvironmental planningTourismEnvironmental sciencePolitical scienceEcologyMathematicsComputer scienceStatistics

Abstract

fetched live from OpenAlex

This study aims to analyze the sustainability of ecotourism in Bukit Tiga Puluh National Park, Riau Province. This research uses the modified Rapfish - Rapid Appraisal for ecotourism (Rap-ecotourism) method which is based on the Multi-Dimensional Scaling (MDS) approach. The results showed that the sustainability status of ecotourism management in Bukit Tinggi National Park in a multidimensional manner was categorized as quite sustainable. The ecological dimension has a sustainable status with an index value of 91.68. The economic dimension is less sustainable with an index value of 49.88. the socio-cultural dimension has a fairly sustainable status with an index value of 67.38. The legal and institutional dimensions are quite sustainable with an index value of 55.06. The technology infrastructure dimension has a fairly sustainable status with an index value of 56.71. Therefore, the results of this analysis indicate that there is a need for intervention on the attributes that are the main levers so that ecotourism management can be carried out sustainably.

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)0.007
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.265
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.014
GPT teacher head0.297
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