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Record W4378907189 · doi:10.59100/2023.20.1.35-46

LARANGAN SEBAGAI MEDIA PELESTARIAN HUTAN PADA KOMUNITAS ADAT CIKONDANG

2023· article· en· W4378907189 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 Analisis Kebijakan Kehutanan · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicForest Ecology and Conservation
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsIndigenousResearch methodQualitative researchGeographyField researchForestrySociologySocial scienceEcologyBusinessBiology

Abstract

fetched live from OpenAlex

This research is conducted because of the frequent forest destruction occurrence, meanwhile, the forests in the Cikondang Indigenous Community area are still well-preserved to date. This study aims to obtain an overview of the sacred grove located in Cikondang, the reason why the forest is designated as a sacred grove, and the factors that cause the forest to be well-preserved. This research is a descriptive one by exercising the qualitative method. The qualitative method is used to analyze objects that cannot be measured using numbers. The research methods were conducted by literature studies, observations, and interviews. Informants, both key and additional, were interviewed with reference to interview guidelines. The research stage is initiated by extracting the data in the field, classifying and analyzing the data, and finally drawing a conclusion. The results indicated that the forests in Cikondang physically have similarities with forests in general. Historical events and awareness of the benefits of the forest designated the forest as a sacred grove whose preservation has been well-maintained due to the enactment of a number of forbiddance or pamali related to the existence of the forest. Forbiddance or pamali is a customary rule that is obeyed because of fear of violating the forbiddance or pamali. It has the "power" to prevent people from causing forest destruction. Forbiddance or pamali can be a means to preserve the 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)0.001
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.385
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.023
GPT teacher head0.210
Teacher spread0.187 · 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