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Record W4389451926 · doi:10.5539/jpl.v17n1p1

Ghana's Legal Framework for the Constitutional and Statutory Application of Arbitration

2023· article· en· W4389451926 on OpenAlexvenueno aff
Hassan Francis Whitfield

Bibliographic record

VenueJournal of Politics and Law · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsArbitrationStatutory lawCompulsory arbitrationLawLegislationLegislaturePolitical scienceStatutory interpretationBusinessLaw and economicsEconomics

Abstract

fetched live from OpenAlex

The legal framework in Ghana comprises a range of legislations that establish the fundamental principle of addressing specific concerns through arbitration. The compulsory nature of this arbitration system significantly diverges from the consent-based arbitration framework. This Article provides an analysis of the legislative framework that governs statutory arbitration in Ghana and argues that it is crucial to thoroughly comprehend statutory arbitration as a mechanism within administrative law. Unlike contractual arbitration, which relies on the parties' consent, statutory arbitration receives its authority from legislation. The present study examines the historical origins of statutory arbitration, create an extensive inventory of legislation with provisions for statutory arbitration, and assess the underlying rationales for the adoption of statutory arbitration. The study further examines the issue of consent in statutory arbitration, investigates the procedural aspects of statutory arbitration, and assesses the legitimacy of this specific form of arbitration. The article argues that the notion of statutory arbitration and the provisions found within specific legislations that establish statutory arbitration do not infringe upon constitutional norms. The study concludes that considering the solid legal foundation upon which statutory arbitration is based, the Ghanaian government should contemplate expanding the areas where statutory arbitration can be utilized as a feasible alternative to litigation.

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)0.010
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 score0.029
Threshold uncertainty score0.069

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.010
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0050.020
Scholarly communication0.0060.004
Open science0.0010.003
Research integrity0.0070.006
Insufficient payload (model declined to judge)0.0070.001

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 head0.024
GPT teacher head0.279
Teacher spread0.254 · 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
Published2023
Admission routes1
Has abstractyes

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Same venueJournal of Politics and LawSame topicInternational Arbitration and Investment LawFrench-language works237,207