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The practice of protecting World Natural Heritage sites in Canada

2022· article· en· W4291178030 on OpenAlex
Roman Yur'evich Kolobov, Ekaterina Olegovna Ganeva, Ekaterina Nikolaevna Kholmogorova, Elizaveta Konstantinovna Makarenko

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

VenueМеждународное право и международные организации / International Law and International Organizations · 2022
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsWorld heritageIndustrial heritageNatural heritageLegislationCultural heritageNatural (archaeology)Cultural heritage managementPolitical scienceGovernment (linguistics)ValuesEnvironmental planningEnvironmental protectionHuman settlementEnvironmental resource managementGeographyPublic administrationLawArchaeology

Abstract

fetched live from OpenAlex

A comparative analysis of the organizational and legal foundations of the protection of World Natural Heritage sites in Canada and the Russian Federation (on the example of Lake Baikal) is presented. The legal positions of the World Heritage Committee on the implementation of international obligations for the preservation of World Natural Heritage sites are analyzed. The problem of formal definiteness of the boundaries of World Heritage sites and awareness of them by the public and government bodies is highlighted. The question of the expediency of excluding the territories of settlements from the World Heritage sites is being investigated. The approaches of the World Heritage Committee to the implementation of extractive industry and hydropower projects both within the boundaries of World Heritage sites and in adjacent territories are considered. As a way of implementing the international legal regime for the protection of unique natural objects, the regime of the buffer zone of the World Heritage site receives a positive assessment, however, there is a lack of elaboration of this concept. Proposals are formulated on possible measures of an intra-national nature aimed at solving issues of protection of territories bordering on World Heritage sites (transfer to the federal level of the decision on the creation of protected areas in order to fulfill international obligations; formation of a protected zone of the World Heritage site). The importance of environmental assessment as a standard of international legal protection of unique natural objects and the need for its more detailed regulation in national legislation are stated. Attention is focused on the position of the World Heritage Committee on the issue of taking into account the views of the local population and indigenous peoples in the management and protection of World Natural Heritage sites.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.870
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0060.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.012
GPT teacher head0.317
Teacher spread0.305 · 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