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Record W4410950652 · doi:10.70716/jocdem.v1i3.184

Strategi Komunikasi dan Keterlibatan Masyarakat dalam Konservasi Mangrove di Jerowaru, Lombok Timur

2025· article· en· W4410950652 on OpenAlexaff
A Hidayat

Bibliographic record

VenueJournal of Community Development and Empowerment · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsMangroveGeographyPolitical scienceBiologyFishery

Abstract

fetched live from OpenAlex

The mangrove ecosystem plays a vital role in maintaining coastal environmental balance, serving as a natural barrier against abrasion and as a breeding ground for various marine species. However, in many areas—including Jerowaru Village in East Lombok—mangrove degradation occurs due to environmentally harmful human activities and a lack of public awareness regarding the importance of this ecosystem. This study aims to analyze the environmental communication strategies implemented and the extent of community involvement in mangrove conservation efforts in the region. The research employed a qualitative approach, using data collection techniques such as in-depth interviews, field observations, and document studies. The findings indicate that participatory communication involving community leaders, youth groups, and local institutions is more effective in raising awareness and fostering collective action than top-down approaches. The use of traditional media and community discussion forums also plays a significant role in disseminating information and building long-term commitment to conservation. Active community participation not only accelerates the mangrove rehabilitation process but also strengthens a sense of ownership and collective responsibility toward the environment. Thus, participation-based communication strategies are key to ensuring the sustainability of mangrove conservation programs in Jerowaru Village. These findings offer recommendations for policymakers and environmental practitioners to prioritize collaborative approaches in similar coastal programs elsewhere.

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)0.006
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.399
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.023
GPT teacher head0.311
Teacher spread0.288 · 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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