MétaCan
Menu
Back to cohort
Record W4410603649 · doi:10.5539/jpl.v18n3p1

Procedural Exclusivity in Ghana: The Legacy of O'Reilly v. Mackman

2025· article· en· W4410603649 on OpenAlexvenueno aff
Abdul Baasit Aziz Bamba, Peter Atudiwe Atupare

Bibliographic record

VenueJournal of Politics and Law · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
FundersUniversity of Ghana
KeywordsPolitical science

Abstract

fetched live from OpenAlex

This article critically re-evaluates the procedural exclusivity rule from O’Reilly v. Mackman in the context of Ghana’s post-colonial constitutional development, and examines its implications for access to justice and public accountability. It interrogates the issue of whether Ghanaian courts should rigidly require judicial review for all public law claims or adopt a more flexible approach suited to Ghana’s constitutional framework. Using a doctrinal-comparative method and drawing on Critical Legal Studies (CLS), the study analyzes English case law, Ghana’s 1992 Constitution, and the High Court Civil Procedure Rules (C.I. 47). It shows that Ghanaian courts have applied the exclusivity rule inconsistently—sometimes strictly, other times flexibly—raising concerns about access to justice and procedural fairness. The CLS lens reveals that rigid procedural rules can reinforce power structures and hinder public accountability. The article proposes reforms, including a four-category procedural framework, clearer judicial guidance, and a narrow “manifest injustice” exception to the procedural exclusivity rule to avoid unjust outcomes. The findings suggest that procedural exclusivity, if applied without sensitivity to Ghana’s legal context, risks undermining substantive justice. The article concludes that Ghanaian courts should balance adherence to rigid procedural requirements with access to justice, ensuring that public law claims can be heard without being derailed by overly rigid procedural rules.

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)0.008
metaresearch head score (Gemma)0.015
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 score0.066
Threshold uncertainty score0.132

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.031
Scholarly communication0.0050.005
Open science0.0010.004
Research integrity0.0040.008
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 head0.021
GPT teacher head0.337
Teacher spread0.316 · 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Politics and LawSame topicLegal Issues in South AfricaFrench-language works237,207