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Record W4400862960 · doi:10.30970/vla.2024.78.275

МІЖНАРОДНО-ПРАВОВІ ВИМОГИ ЗДІЙСНЕННЯ ДЕРЖАВНОГО ЕКОЛОГІЧНОГО КОНТРОЛЮ

2024· article· en· W4400862960 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVisnyk of the Lviv University Series Law · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLand Use and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMontreal ProtocolLegislationEnvironmental lawLegislatureNormativeEnvironmental planningPolitical scienceOzone layerState (computer science)International lawConventionControl (management)Environmental resource managementEnvironmental protectionPublic administrationLawBusinessEnvironmental scienceManagementGeographyComputer science

Abstract

fetched live from OpenAlex

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.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.967
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.008
GPT teacher head0.218
Teacher spread0.210 · 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