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Record W7084765782 · doi:10.7202/1120274ar

The World Bank’s Dispute Resolution Service: Procedural Reforms to Ensure Meaningful Access to Remedies for Project-Affected People

2024· article· en· W7084765782 on OpenAlexvenueno aff

Bibliographic record

VenueRevue québécoise de droit international · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsRedressDispute resolutionGrievanceDispute mechanismAlternative dispute resolutionRemedial educationOnline dispute resolution

Abstract

fetched live from OpenAlex

In 2020, the World Bank established the Dispute Resolution Service (DRS) to address complaints from people adversely affected by its projects. The DRS enables them to engage directly with borrower States responsible for project implementation, using mediation, fact-finding, and other methods. As outlined in Section I, this paper examines how the DRS strengthens affected people’s access to remedies and how the DRS should further strengthen such access. Section II presents the standards that underpin the access to a remedy provided by the DRS. Legal standards derive from the Bank’s founding treaty, customary international law, and potential immunities before national courts. Policy standards derive from the Bank’s three remedial mechanisms. First, the 1993 Inspection Panel investigates the Bank’s compliance with its policies, based on three principles: accessibility, effectiveness, and independence. Second, the 2015 Grievance Redress Service facilitates corporate-level dispute resolution. Third, the Bank created the DRS solely to enhance access to remedy through dispute resolution at the organization’s highest level. Section III proposes improvements to the DRS for each principle. Regarding accessibility, the Bank should expand participation opportunities for affected people, including by guaranteeing minimum access to project information. Regarding effectiveness, the Bank should require the “consistency” of dispute resolution agreements with its policies, the default publication of agreements, and mandatory verification of agreement implementation. Regarding independence, the Bank should ensure greater options in sequencing compliance review and dispute resolution processes and introduce concrete measures to mitigate the DRS’ institutional interest in outcomes. Section IV concludes that the DRS’ procedural shortcomings raise doubts about its ability to meaningfully enhance access to remedies, aligning instead with the contemporary trend in international law toward flexible dispute resolution. More broadly, the DRS illustrates the relevance of refining global administrative law theory through a transnational perspective that considers the distinct political, institutional, and economic forces that shape enforcement mechanisms.

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 imitation

Not 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.

metaresearch head score (Codex)0.108
metaresearch head score (Gemma)0.146
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.108
Threshold uncertainty score0.569

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1080.146
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.004
Science and technology studies0.0090.010
Scholarly communication0.0150.013
Open science0.0060.011
Research integrity0.0240.019
Insufficient payload (model declined to judge)0.0200.007

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 head0.020
GPT teacher head0.278
Teacher spread0.258 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2024
Admission routes1
Has abstractyes

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