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Record W4415603181 · doi:10.32662/gjfr.v8i2.4055

PERAN MASYARAKAT DALAM PELESTARIAN EKOSISTEM MANGROVE BERBASIS PERIKANAN BERKELANJUTAN

2025· article· W4415603181 on OpenAlexaff
Meriyanti Ngabito, Ida Astuti

Bibliographic record

VenueGorontalo Journal of Forestry Research · 2025
Typearticle
Language
FieldEnvironmental Science
TopicMarine and Coastal Ecosystems
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsMangroveSugarMangrove ecosystem

Abstract

fetched live from OpenAlex

Penelitian ini bertujuan untuk mengidentifikasi tingkat partisipasi masyarakat dan menganalisis hambatan dalam pelestarian ekosistem mangrove berbasis perikanan berkelanjutan di Desa Bangga, Kecamatan Paguyaman Pantai, Kabupaten Boalemo. Ekosistem mangrove di wilayah ini memiliki peran penting sebagai habitat ikan, pelindung pesisir, serta sumber daya ekonomi lokal. Namun, aktivitas manusia seperti penebangan liar dan peternakan tak terkendali menyebabkan degradasi lingkungan yang signifikan. Penelitian ini menggunakan metode deskriptif kualitatif dengan pengumpulan data melalui observasi, wawancara, dokumentasi, dan penyebaran kuesioner kepada 33 responden. Hasil penelitian menunjukkan bahwa meskipun pengetahuan masyarakat tentang mangrove tergolong tinggi (skor rata-rata 2,98), tingkat partisipasi masih tergolong sedang (skor rata-rata 2,17), dengan partisipasi yang lebih tinggi dalam penyebaran informasi dan kesadaran lingkungan, namun rendah dalam keterlibatan diskusi dan kontribusi finansial. Hambatan utama antara lain infrastruktur pendukung yang tidak memadai, keterbatasan ekonomi, dan kurangnya program penyuluhan yang intensif. Penelitian ini merekomendasikan peningkatan kolaborasi antara pemerintah, masyarakat, dan sektor swasta melalui program pendidikan, rehabilitasi mangrove, serta insentif berbasis ekonomi seperti ekowisata berkelanjutan. Keterlibatan aktif masyarakat dalam semua tahap pengelolaan mangrove sangat penting untuk menjaga keseimbangan ekologi dan meningkatkan kesejahteraan pesisir.Kata Kunci: partisipasi masyarakat, mangrove, pelestarian lingkungan, perikanan berkelanjutan, Desa Bangga.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.345
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0040.003
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0070.000

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 head0.026
GPT teacher head0.324
Teacher spread0.298 · 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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