MétaCan
Menu
Back to cohort
Record W7014740453

The Principle of Integration of the Economic, Social and Environmental Dimensions: Analysis of its Recognition and Application in International Watercourse Cooperation Regimes

2023· article· en· W7014740453 on OpenAlexaboutno aff

Bibliographic record

VenueDipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona) · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsnot available
FundersMedical Research CouncilEuropean CommissionAgentschap voor Natuur en Bos
KeywordsGovernment (linguistics)Context (archaeology)Work (physics)
DOInot available

Abstract

fetched live from OpenAlex

[eng] While sustainable development is a broad objective that expresses an idea of intergenerational justice, on a more practical level, it also implies the creation of linkages between sectors and regimes on the basis of concrete measures and instruments. The principle of integration – one of the widely accepted principles on which sustainable development is based – aims to ensure that economic, social and environmental dimensions are given due consideration so that development-related activities are carried out in a sustainable manner. However, despite its relevance as a key element of sustainable development, the principle of integration remains largely uncharacterised, not only in terms of its recognition as a rule of international law but also in terms of the mechanisms through which it is implemented by the States. This research aims to contribute to discussion of the recognition and application of the principle of integration of the economic, social and environmental dimensions by focusing on the specific domain of the law of international watercourses. As the object of study is of a practical nature and focuses on the development and application of the norm, crucial methodological support is provided by the use of study cases. A group of nine international basins have been analysed, on the basis that the characteristics of their cooperation regimes make them particularly valuable for assessing the principle of integration. The basins are those of the Mekong River, Danube River, Dniester River, Sava River, Senegal River, Volta River, Niger basin, Lake Chad, and the combined regime for the watercourses shared by Canada and the United States of America. The study is structured in four chapters. Chapter 1 conceptualises and determines the legal nature and content of the principle of integration and attempts to define the legal contours of this obligation under international law from the theory of sources. Chapter 2 focuses on the field of international watercourse law, determining first the extent to which the principle of integration must govern cooperation on international watercourses and second whether the legal framework established by international watercourse law is sufficiently broad to allow the principle of integration to be applied. The third and fourth chapters analyse the cooperation regimes of a set of international watercourses. Specifically, Chapter 3 analyses how legal integration is operationalised in these cooperation frameworks related to international watercourses. Chapter 4 addresses the issue of institutional integration. After defining what institutional integration entails at a theoretical level, it analyses the practices and instruments that international river basin organisations undertake to operationalise this form of integration. This analysis leads to the conclusion that international watercourse cooperation mechanisms enabling the integration of the economic, social and environmental dimensions are generally under-utilised and represent an opportunity to more effectively pursue sustainable development. It also shows that integration currently relies to a great extent on institutional integration mechanisms, while legal integration remains largely unused and offers the greatest potential for better recognition and application of the principle of integration.

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.340
Threshold uncertainty score0.391

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.012
GPT teacher head0.243
Teacher spread0.231 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueDipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)Same topicTransboundary Water Resource ManagementFrench-language works237,207