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Record W4306318096 · doi:10.25157/ag.v4i2.8538

PEMANFAATAN SITU CIKADONGDONG SEBAGAI ASET WISATA DALAM UPAYA PENINGKATAN PENDAPATAN DESA SITUSARI KECAMATAN DAWUAN KABUPATEN SUBANG

2022· article· id· W4306318096 on OpenAlexaff
Diah Andani

Bibliographic record

VenueAbdimas Galuh · 2022
Typearticle
Languageid
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsBusinessHumanitiesComputer scienceArt

Abstract

fetched live from OpenAlex

Tujuan dari kegiatan ini adalah untuk meningkatkan pengetahuan masyarakat tentang bagaimana mengelola atau menata Situ Cikadongdong Sebagai aset wisata dalam upaya peningkatan pendapatan Desa Situsari Kecamatan Dawuan Kabupaten Subang. Dengan melakukan pemanfaatan pada Situ Cikadongdong diharapkan mampu meningkatkan pendapatan desa dan menjadi salah satu unsur ketahanan pangan di masa yang akan datang. Metode pendekatan yang dilaksanakan adalah melakukan identifikasi permasalahan, analisis kebutuhan, dan melakukan FGD, serta membuat laporan. Adapun luaran yang ditargetkan diantaranya pertama meningkatnya pengetahuan masyarakat tentang pentingnya pemanfaatan Situ Cikadongdong sebagai Objek Wisata di Desa Sukasari Kecamatan Dawuan Kabupaten Subang. Yang kedua meningkatnya pemahaman BUMDes dan aparat desa tentang pentingnya asset wisata sebagai salah satu sumber pendapatan.

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)0.008
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.432
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.001
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.003
Science and technology studies0.0110.001
Scholarly communication0.0010.002
Open science0.0050.005
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0100.000

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 head0.025
GPT teacher head0.284
Teacher spread0.258 · 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; both teacher heads agree on what is shown here.

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
Published2022
Admission routes1
Has abstractyes

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