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Record W4412648167 · doi:10.33059/jseb.v16i2.11105

Skenario Peningkatan Pertumbuhan Ekonomi Berbasis Tingkat Pengeluaran Wisatawan di Provinsi Nusa Tenggara Barat (Pendekatan Sistem Dinamis)

2025· article· en· W4412648167 on OpenAlexaff
Baiq Harly Widayanti, Regina Niken Wilantari, Sebastiana Viphindrartin, Zainuri Zainuri

Bibliographic record

VenueJurnal Samudra Ekonomi dan Bisnis · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

The tourism sector is one of the most important sectors in enhancing economic growth, as it has a significant multiplier effect on various other economic activities. Tourist expenditures serve as a key indicator of the tourism sector's impact on society. These expenditures contribute significantly to local income sources and regional economic growth. Therefore, this research aims to formulate an economic growth scenario model based on tourist expenditure levels in West Nusa Tenggara Province (NTB). A dynamic system analysis method is employed to comprehensively examine all related variables and their interdependencies. This study produces an optimal scenario involves implementing policies to increase tourist visits, as this not only directly affects economic growth but also influences tourists' length of stay and total expenditure.

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)0.003
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.363
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0040.001
Scholarly communication0.0010.001
Open science0.0020.001
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 head0.293
Teacher spread0.279 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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