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Record W3172762156 · doi:10.26418/jt.v11i1.40807

KARAKTERISTIK SOSIAL YANG MEMPENGARUHI PERSEPSI DAN PERILAKU MASYARAKAT DALAM PENGELOLAAN HUTAN KEMASYARAKATAN

2021· article· en· W3172762156 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.

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

Bibliographic record

VenueJurnal TENGKAWANG · 2021
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicForest Ecology and Conservation
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsWatershedLikert scaleForestryEmpowermentPerceptionAffect (linguistics)GeographyScale (ratio)Forest managementUnit (ring theory)PsychologySocioeconomicsEnvironmental resource managementSociologyPolitical scienceEnvironmental scienceCartographyComputer science

Abstract

fetched live from OpenAlex

The management area of KPH VIII Batu Tegi which is a watershed of the Way Sekampung watershed included in the priority watershed category because most of the watershed areas have experienced changes in forest function. So that all forms of land management in the region can affect the quality and quantity of the Way Sekampung watershed, including a Social Forestry scheme with community empowerment. Community empowerment in KPH Unit VIII Batu Tegi needs to take into account to aspects of community characteristics that affect its perception and behavior in forest management. This study aimed to analyze the characteristics that influence people's perception and behavior in managing HKm. Respondents in this study were 71 members of the Mandiri Lestari Forest Farmers Group (Gapoktan) who have working areas in the Protected Forest area register 39 Kota Agung Utara. The analytical method used is non parametric statistical correlation Spearman Rank. The instrument used is a Likert scale. The results obtained indicate that the Social characteristics that have a real influence on people's perceptions are age. While the level of community behavior is not influenced by the observed characteristics of the respondents. Keywords : behavior; characteristics; perception, community forest.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.658
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.016
GPT teacher head0.209
Teacher spread0.194 · 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