МІЖНАРОДНО-ПРАВОВІ ВИМОГИ ЗДІЙСНЕННЯ ДЕРЖАВНОГО ЕКОЛОГІЧНОГО КОНТРОЛЮ
Bibliographic record
Abstract
The article is devoted to the study of international legal requirements for the implementation of state environmental control based on separate international legal acts in the field of environmental protection, which contain provisions on requirements for the organization and implementation of environmental control. It is noted that the international legal requirements for the implementation of environmental control have yet to be comprehensively researched at the doctrinal level. Thus, previous research has mainly focused on studying the experiences of individual states rather than international treaties in environmental protection. The Montreal Protocol on Substances that Deplete the Ozone Layer and the Council of Europe Landscape Convention regarding the provisions on the organization and implementation of environmental control at the national level are analyzed. It is found that the Montreal Protocol on Substances that Deplete the Ozone Layer contains a requirement to regulate economic activities with ozone-depleting substances and fluorinated greenhouse gases, and the provisions of the Council of Europe Landscape Convention articulate requirements for promoting the protection, regulation, and planning of landscapes. An integral part of these processes is the implementation of appropriate environmental control by the state, aimed at making proper management decisions. According to the analysis results, there is a tendency to improperly bring national legislation into compliance with the provisions of these international treaties in terms of state environmental control. Amendments to the current legislation (to legislative and sub-legal normative legal acts) are proposed within the study framework. The above proposals will guarantee the implementation of effective state environmental control following the requirements of international treaties ratified by Ukraine. Keywords: environmental monitoring, State Environmental Inspection, state control, state management, environmental function.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.018 | 0.006 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".