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Record W4392732295 · doi:10.36040/semsina.v4i2.8069

KAJIAN KONTRIBUSI PENTAHELIX PADA DESA WISATA BERDASARKAN SUSTAINABLE TOURISM DEVELOPMENT

2024· article· id· W4392732295 on OpenAlexaff
Redi Sigit Febrianto, Gatot Adi Susilo, Bayu Teguh Ujianto, Sudiro

Bibliographic record

VenueProsiding SEMSINA · 2024
Typearticle
Languageid
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsTourismBusinessGeographyArchaeology

Abstract

fetched live from OpenAlex

Kemitraan pentahelix memiliki peran penting dalam pembangunan pariwisata berkelanjutan / sustainable tourism development (STD). Karena potensi alam dan budayanya, pertumbuhan desa wisata dan/atau wisata pedesaan di Indonesia jadi meningkat. Oleh sebab itu dalam perencanaan-perancangan desa wisata dan/atau wisata pedesaan seringkali menyebutkan kemitraan pentahelix. Secara definitif STD memiliki tiga aspek penting, yaitu menjunjung tinggi sosial-budaya, mempertahankan alam agar dapat meningkatkan perekenomian sebagai hasil akhirnya. Kajian ini berfungsi untuk menjelaskan apa saja kontribusi dari masing-masing pelaku kemitraan pentahelix pada desa wisata dan/atau wisata pedesaan berdasarkan STD. Kajian ini berifat kualitatif dan berjenis naratif. Data dikumpulkan dari jurnal dengan obyek dan tema sejenis. Sedangkan data dianalisis dengan metode komparatif. Ditemukan bahwa masing-masing pelaku kemitraan pentahelix memiliki peran yang sama besar, namun terjadi pada waktu yang berbeda. Sebelum memutuskan menjadi desa wisata maupun wisata pedesaan diperlukan komitmen dari kemitraan pentahelix agar tidak terlalu banyak mengubah alam, tetap mempertahankan sosial-budaya dan mengandung prinsip green economy

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)0.007
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.684
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0060.001
Scholarly communication0.0030.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.001

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 head0.019
GPT teacher head0.285
Teacher spread0.266 · 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.

Study designNot applicable
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

Citations1
Published2024
Admission routes1
Has abstractyes

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