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Record W4378214078 · doi:10.31219/osf.io/fm2dz

KEARIFAN LOKAL RANTAU LARANGAN DESA GUNUNG MALELO, KECAMATAN KOTO KAMPAR HULU, KABUPATEN KAMPAR, PROVINSI RIAU.

2023· preprint· id· W4378214078 on OpenAlexaff
Riski Alfalah, Nabilatuzzahwa Nabilatuzzahwa

Bibliographic record

Venuenot available
Typepreprint
Languageid
FieldSocial Sciences
TopicLegal and Policy Analysis in Indonesia
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsPhysicsPolitical scienceGeographyTheologyPhilosophy

Abstract

fetched live from OpenAlex

Undang – undang Nomor 32 Tahun 2009 tentang perlindungan dan pengelolaan lingkungan hidup pasal 1 ayat 30 menjelaskan tentang kearifan lokal yaitu nilai – nilai luhur yang berlaku dalam masyarakat antara lain melindungi dan mengelola lingkungan hidup secara lestari dan ayat 31 menjelaskan tentang masyarakat hukum adat yaitu kelompok masyarakat yang secara turun – temurun bermukim di wilayah geografis tertentu karena adanya ikatan pada asal – usul leluhur, adanya hubungan yang kuat dengan lingkungan hidup, serta, adanya sistem nilai yang menentukan pranata ekonomi, politik, sosial dan hukum. (Sairun et al., 2019)Sumber daya alam diciptakan untuk dimanfaatkan manusia, tetapi dalam pemanfaatannya ada aturan mainnya, ada batasan-batasan agar keseimbangan alam tetap terjaga. Batasan-batasan tersebut antara lain prinsip-prinsip dalam konservasi, yang membatasi perilaku manusia untuk bijaksana dalam memanfaatkan sumberdaya alam.(Siombo, 2012). Secara genetik, krisis lingkungan mencakup air, tanaman, binatang, tanah, dan udara (Thamrin, 2013).

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), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, 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 score0.573
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0010.003
Science and technology studies0.0030.002
Scholarly communication0.0020.001
Open science0.0040.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0040.011

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 head0.085
GPT teacher head0.346
Teacher spread0.261 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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
Published2023
Admission routes1
Has abstractyes

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