Disharmonized the Regulation of Biological Resources and its Ecosystem in Indonesia
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.
Bibliographic record
Abstract
The goal of state control over natural resources is an anticipatory step to avoid the widest possible use by individuals or legal entities as a means of oppression and exploitation of others. However, in reality, many regulations overlap and are not in harmony with one another. The author of this study uses normative juridical research. The definition of normative juridical is a type of research that emphasizes more on library research, where the materials used will be obtained from laws, literature, mass media, which are related to writing materials. This study found that the arrangement of living natural resources in Indonesia that is less harmonious is: a. Law Number 21 of 2004 concerning Ratification of the Cartagena Protocol On Biosafety To The Convention On Biological Diversity and b. Constitutional Court Decision No.35/PUU-X/2012.
 Keywords: Disharmonized, Regulation, Biological Natural Resources, Ecosystem, Indonesia.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it