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Record W2982676603 · doi:10.24970/bhl.v4i1.86

THE LAW OF FOREST IN INDONESIA: PREVENTION AND SUPPRESSION OF FOREST FIRES

2019· article· en· W2982676603 on OpenAlexaboutno aff
Ariawan Gunadi, Gunardi Gunardi, Martono Martono

Bibliographic record

VenueBina Hukum Lingkungan · 2019
Typearticle
Languageen
FieldEnvironmental Science
TopicOil Palm Production and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsFire preventionEnvironmental scienceForestryAgroforestryGeographyEngineering

Abstract

fetched live from OpenAlex

Forests have significant function related biological diversity, habitat protection of flora fauna such as orangutan, tiger, elephant; climate-related functions such as carbon sequestration, air pollution; human settlements, human health, school activities, habitat for people, rural livelihoods; state defense as natural resources such as commercial industrial wood, non-wood forest products, international and national trade; ecotourism, recreation. However the problem in Indonesia is forest fires. In order to maintain its functions, all the famers, forestry-concession owners, government, local government and private enterprise should prevent and suppress the forest fires through the existing law and regulations such as Constitution Law of 1945, Act Number 5 Year 1990, Act Number 22 Year 1999, Act Number 41 Year 1999, Act Number 1 Year 2009, Act Number 6 Year 1994 and Act Number 17 Year 2004 and aircraft operation conducted by foreign aircraft such as Australia, Canada, Malaysia, Russia and Singapore to assist Indonesian’s forest fires. Keywords: aircraft operation; forest fires; legal ground; liability; responsibility

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.196

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.006
GPT teacher head0.228
Teacher spread0.222 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations7
Published2019
Admission routes1
Has abstractyes

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