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Record W3177326649 · doi:10.29244/jskpm.v5i2.810

RESPONS MASYARAKAT DESA HUTAN PASCA PENETAPAN PERHUTANAN SOSIAL

2021· article· id· W3177326649 on OpenAlex
Musfingatun Sa’diyah, Endriatmo Soetarto

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

VenueJurnal Sains Komunikasi dan Pengembangan Masyarakat [JSKPM] · 2021
Typearticle
Languageid
FieldAgricultural and Biological Sciences
TopicAgricultural Development and Management
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsForestryAgricultural sciencePolitical scienceGeographyEnvironmental science

Abstract

fetched live from OpenAlex

Kementerian Lingkungan Hidup dan Kehutanan mengeluarkan peraturan baru mengenai Program Perhutanan Sosial di wilayah kerja Perhutani yang bertujuan untuk mengurangi ketimpangan lahan dan mewujudkan pemerataan ekonomi. Respons positif masyarakat diperlukan agar program terlaksana dan tujuan tercapai. Tujuan dari penelitian ini adalah menganalisis transformasi tata kuasa hutan Gunung Haruman, tingkat kapasitas individu petani hutan pra Perhutanan Sosial, dan respons masyarakat desa hutan terhadap Perhutanan Sosial. Metode yang digunakan dalam penelitian ini adalah pendekatan kuantitatif yang didukung data kualitatif yang dianalisis dengan uji regresi linier sederhana. Sampel yang dipilih sejumlah 40 orang dengan menggunakan teknik sampel acak sederhana. Hasil penelitian menunjukkan kapasitas individu petani hutan memberikan pengaruh yang signifikan terhadap respons yang diberikannya pada Program Perhutanan Sosial dengan kontribusi sebesar 12.8% dan nilai signifikasi sebesar 0.024 (p<0.05). Respons yang diberikan oleh masyarakat berupa respons positif untuk menyertakan dirinya dalam pelaksanaan Program Perhutanan Sosial. Kata kunci: Kapasitas MDH, Perhutanan sosial, Respons MDH

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 categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.466
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.003
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0030.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.020
GPT teacher head0.223
Teacher spread0.203 · 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