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Record W4408089349 · doi:10.24144/2788-6018.2025.01.73

Foreign experience of environmental ombudsman institution implementation: comparative analysis

2025· article· en· W4408089349 on OpenAlex
Serhii Zhmakin

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

VenueAnalytical and Comparative Jurisprudence · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicOmbudsman and Human Rights
Canadian institutionsnot available
Fundersnot available
KeywordsInstitutionPolitical scienceLaw

Abstract

fetched live from OpenAlex

The article analyses the history of the development and formation of the environmental ombudsman institution architecture in global practice as a mechanism for protecting the ecological rights of individuals and citizens. It characterises various models of the environmental ombudsman institution using examples from New Zealand, Austria, Canada, and Hungary. The necessity of developing a scientific concept for the ecological ombudsman institution’s functioning in the state is substantiated. This study employs a comparative method to analyse the institutional development of environmental ombudspersons in four different jurisdictions: New Zealand, Austria, Canada, and Hungary. A systematic method evaluates the effectiveness of this institution in implementing the state’s environmental policy, and a historical method highlights specific stages in establishing the ecological ombudsman institution worldwide. The research base includes scientific works, legal acts, official documents, and websites concerning environmental policies in New Zealand, Austria, Canada, and Hungary regarding the activities of ecological ombudsmen. The article identifies four models of environmental ombudspersons. The Parliamentary Commissioner for the Environment in New Zealand is an independent official accountable to the parliament. Key institutional powers include evaluating state ecological policies, conducting extensive investigations, advising the parliament on environmental legislation, focusing on sustainable development, and utilizing comprehensive reporting mechanisms. Decentralisation, participatory approaches, transparent procedures for citizen appeals, and integration with federal ecological protection systems characterize the Austrian model. The Canadian model represents a unique approach to ecological oversight through integration into existing governmental audit structures. Hungary’s environmental ombudsman is part of a broader human rights ombudsman structure, focusing on environmental justice and addressing ecological inequality while ensuring a connection between the environment, the interests of future generations, and fundamental constitutional rights.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.885
Threshold uncertainty score0.804

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 studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.059
GPT teacher head0.402
Teacher spread0.343 · 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