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Record W1810292556 · doi:10.22500/sodality.v5i3.9692

DAMPAK PARIWISATA TERHADAP PELUANG USAHA DAN KERJA LUAR PERTANIAN DI DAERAH PESISIR

2015· article· en· W1810292556 on OpenAlexaff
Dian Widya Setiyanti, Dwi Sadono

Bibliographic record

VenueSodality Jurnal Sosiologi Pedesaan · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsTourismLivelihoodBusinessAgricultureEconomic growthEconomic sectorEconomyGeographyEconomics

Abstract

fetched live from OpenAlex

The tourism has a very significant role in national economic development. Social changes occured as a result of direct contacts from tourism in tourist areas. One of consequence from the tourism activities is emergence of businesses and employment opportunities which can encourage local economies. The purpose of this research was to identify business and employment opportunities as a result of tourism activities at Pramuka Island and also to identify characteristics of the community. Another purpose is to analyze level of income, linkages between agricultural sector and nonagriculture sector, and transfer of resources (land) that arise due to tourism activities. The research methods are qualitative method which supported by quantitative methods. The results showed that tourism activities in Pramuka island has created business and employment opportunities for local community. Opportunities are predominantly used by natives. Tourism businesses and employment tend to be main livelihood of local people although their income are still at low-income levels. Linkage between agriculture sector and nonagriculture sector in Pramuka Island is shown by the increasing demand in fisheries sector as raw material for some businesses. Transfer of resources tends to occur among natives and there is one policy that prohibits people to build a building around the island ring road. Keywords : impact, tourism, business and employment opportunities.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.073

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0220.003

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 head0.081
GPT teacher head0.346
Teacher spread0.265 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations11
Published2015
Admission routes1
Has abstractyes

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