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Record W4281737572 · doi:10.18280/ijsdp.170306

Can the Implementation of Conservation Village Increase the Environmental Support in Forest Management in Bukit Barisan Selatan National Park, Lampung, Indonesia?

2022· article· en· W4281737572 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Sustainable Development and Planning · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicAgricultural and Environmental Management
Canadian institutionsnot available
Fundersnot available
KeywordsNational parkDeskGovernment (linguistics)BusinessForest managementEnvironmental resource managementFocus groupEnvironmental planningPolitical scienceMarketingGeographyForestryEconomics

Abstract

fetched live from OpenAlex

This study analyzes the success of implementing a conservation village in obtaining environmental support in forest management in the Bukit Barisan National Park. This research uses a qualitative case study method, reinforced by a desk review of relevant research literature. Interviews and focus group discussions were conducted to gain a deeper understanding of how successful policy implementation was Conservation Village in economic and conservation-based community empowerment in the TNBBS area. The success of policy implementation is reviewed by analysis of marketing policies and further analysis using a matrix of environmental reactions to policy implementation. The study results indicate that marketing policies in terms of policy acceptance and adoption have failed/successful and in terms of strategic readiness, successful with the establishment of a conservation task force tasked with managing and monitoring forest products and implementing this conservation village agreement. The community is an important part of the policy. The village government fully supports being the implementer of the policy. It is manifested in the form of providing access and facilities and for NGOs to provide full support through the provision of budgetary resources and facilitators for training and counseling related to building awareness to save forests.

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.286
Threshold uncertainty score0.250

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.252
Teacher spread0.242 · 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