Natural Resources Management Rights in Land Conservation Areas in Coastal Areas and Small Islands Based on Environmental Sustainability
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 coastal area is an area that is very intensively used for human activities, such as the central government area, settlements, industry, ports, aquaculture, agriculture/fishery, tourism, and so on. The existence of these various activities raises the need for space as supporting facilities and infrastructure for each of these activities. This research is a normative legal research. normative legal research is a process to find the rule of law, legal principles, and legal doctrines in order to answer the legal problems faced. The answer obtained from the legal analysis regarding the legal consequences is that the Government does not specifically regulate the regulation of land rights in conservation areas which are determined through the Regional Spatial Planning (RTRW) and Regional Spatial Planning (RZWP3K) so that the legal consequences are uncertainty in law enforcement and also overlapping powers.
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 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 | 0.000 |
| 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