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Record W4389153572 · doi:10.18280/ijsdp.181109

The Bali Ecotourism Destination Management to Create Local Small Business

2023· article· en· W4389153572 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 · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsEcotourismBusinessTourismEnvironmental planningEnvironmental resource managementGeographyEnvironmental science

Abstract

fetched live from OpenAlex

In the case of Indonesia, most of the tourist attractions offered and advertised are national parks or protected forests.They are under protection to be preserved, on the other hand, they are advertised to attract many tourists.In many cases, there is a gap between idealism and reality.It is believed that good ecotourism management can mediate between these two interests.This study aims to determine the Ecotourism Destination Management to Create Local Small Business at related to the five ecotourism destinations, namely West Bali National Park, Lake Buyan Area, Batur Geopark Museum, Bali Mangrove Denpasar, and Lembongan Mangrove Klungkung.This study consists of a survey, direct observation, interviews, and a literature review with documentation analysis.Data were collected through surveys and observations at ecotourism destinations in Bali.Motivation to participate in ecotourism management can be increased by providing management opportunities that can increase community income through the establishment of small businesses related to ecotourism potential.In this context, the government can issue limited management permits to communities with clear rules so that the forest managed as an ecotourism program remains sustainable.The communities' motivation for ecotourism will increase if they have the opportunity to participate in ecotourism management, and for this, they need to improve their ecotourism management skills.If they are motivated, have the opportunity to participate, and can participate, then they will be able to create small business opportunities related to ecotourism programs.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.563
Threshold uncertainty score0.979

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.022
GPT teacher head0.296
Teacher spread0.274 · 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