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Record W4388043018 · doi:10.18280/ijsdp.181034

Village Owned Enterprises Governance (BUMDes) Based on the Tourism Village Development

2023· article· en· W4388043018 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
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
FundersUniversitas Sumatera Utara
KeywordsTourismCorporate governanceBusinessEnvironmental planningEnvironmental resource managementGeographyFinanceEconomicsArchaeology

Abstract

fetched live from OpenAlex

Tourism villages are suspected of having broad and multiplier effects on the lives of rural communities, including reducing poverty, preventing urbanisation, namely the movement of people from villages to cities, reducing unemployment, increasing the income of rural communities, regions and even countries, preserving the environment, culture local and love the motherland more.To such an extent the positive impact of tourism villages on rural communities has resulted in the attention of the government of the Republic of Indonesia currently being increasingly focused and intense on the development of tourist villages, both in the form of programs and activities as well as allocation of village funds, especially for the development of tourist villages.This study analyses the village-owned enterprises (BUMDes) based on the tourism village development in Samosir North Sumatera.The technique of data analysis used multiple regression analysis.The research result showed that there was a significant and positive contribution between the village-owned enterprises (BUMDes) on the tourism village development in Samosir North Sumatera.There was a contribution between the openness village-owned enterprises model, the transparency village-owned enterprises, accountability village-owned enterprises, fairness village-owned enterprises, independent village-owned enterprises (BUMDes) on the tourism village development in Samosir North Sumatera.The new findings of this research based on the interviews conducted were in addition to governance of openness, transparency, accountability, fairness.The new findings of this research were participation, entrepreneurial, and social capital governance.

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)0.003
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 score0.699
Threshold uncertainty score0.559

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.019
GPT teacher head0.272
Teacher spread0.253 · 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