MétaCan
Menu
Back to cohort
Record W4408086552 · doi:10.36985/x1f2mz85

Analisis Dampak Obyek Wisata Bukit Indah Simarjarunjung Terhadap Ekonomi Lokal

2025· article· id· W4408086552 on OpenAlexaff
Rielly Malau, Sarintan Efratani Damanik, Roeskani Sinaga

Bibliographic record

VenueJurnal Regional Planning · 2025
Typearticle
Languageid
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsBusiness

Abstract

fetched live from OpenAlex

Obyek Wisata Bukit Indah Simarjarunjung (BIS) merupakan salah satu tujuan wisata yang berkembang di Kabupaten Simalungun. Adanya kegiatan wisata ini memberikan dampak ekonomi bagi masyarakat seperti peningkatan pendapatan, peningkatan kesempatan kerja, dan peluang usaha. Tujuan dari penelitian ini untuk menganalisis dampak ekonomi yang ditimbulkan oleh kegiatan wisata terhadap ekonomi lokal di Nagori Pariksabungan Kecamatan Dolok Pardamean Kabupaten Simalungun. Dampak ekonomi dianalisis menggunakan keynesian income multiplier dengan melihat dampak langsung, dampak tidak langsung, dan dampak lanjutan. Dari penelitian ini ditemukan bahwa keberadaan obyek wisata BIS memberikan memberikan dampak ekonomi secara langsung terhadap perekonomian masyarakat lokal dalam kategori kecil. Namun dampak ekonomi secara tidak langsung dan multiflier effect masuk dalam kategori besar

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)0.001
metaresearch head score (Gemma)0.003
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.003
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0160.002

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 head0.037
GPT teacher head0.336
Teacher spread0.299 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJurnal Regional PlanningSame topicCommunity-based Tourism Development and SustainabilityFrench-language works237,207