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Record W4415202703 · doi:10.14246/irspsd.13.4_208

Green Economy Practices and Sustainability Achievements in Environmental Governance:

2025· article· en· W4415202703 on OpenAlex
Uchaimid Biridlo’i Robby, Tatang Rusata, Tania Andari, Sari Andarwati Kunharyanto, Riri Kusumarani, Pradika Wahyu Dwi Putra

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Review for Spatial Planning and Sustainable Development · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicSustainable Development and Environmental Policy
Canadian institutionsArtificial Intelligence in Medicine (Canada)
FundersBadan Riset dan Inovasi Nasional
KeywordsGreen economyTourismSustainabilityEmpowermentSustainable developmentEcotourismSustainable tourismPrideParticipant observation

Abstract

fetched live from OpenAlex

The green economy is an economic approach that emphasizes sustainable growth through environmentally friendly program strategies. Bukit Peramun tourist village in Belitung is a prime example of a green economy initiative in the tourism sector, positively impacting local community's economy through its management practices. This research aims to explore how the implementation of green economy strategies has the potential to enhance the welfare and empowerment of the community in developing their area as a tourist attraction. Employing a qualitative method, this study gathers data through secondary sources, observations, and interviews with local tourism offices, marketing departments, and creative economy stakeholders. The findings indicate that Bukit Peramun has emerged as a source of new economic opportunities, with its management effectively utilizing the green economy concept to promote community empowerment as active participant in development. The emphasis on local wisdom serves as a compelling draw for tourists interested in cultural experiences, fostering a sense of pride among residents and creating economic opportunities tied to the village's unique offerings. Furthermore, supports from collaborative networks with policymakers facilitates access to essential services, enhancing the development of Bukit Peramun as it operates within the green economy framework.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.505
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
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 head0.010
GPT teacher head0.282
Teacher spread0.273 · 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