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Record W7161791003 · doi:10.82308/11480

Transplanting class actions: A comparative analysis of the potential of canadian class actions for the Kuwaiti legal system

2025· dissertation· en· W7161791003 on OpenAlexaboutno aff
Tasneem Alawadhi

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldBusiness, Management and Accounting
TopicDispute Resolution and Class Actions
Canadian institutionsnot available
Fundersnot available
KeywordsClass actionAdjudicationClass (philosophy)Legal researchEconomic JusticeAction (physics)Res judicataProcedural justiceCore (optical fiber)

Abstract

fetched live from OpenAlex

The absence of a class action mechanism in a legal system hinders access to justice for individuals with similar claims, as it forces them to pursue costly and time-consuming litigation independently. This duplication of efforts burdens courts with repetitive adjudication of nearly identical issues, potentially leading to inconsistent judgments. To address these challenges and improve access to justice, this thesis explores the feasibility and potential benefits of introducing class actions into the Kuwaiti legal system, drawing on the Canadian class action model, particularly the frameworks in Quebec and Ontario. In doing so, the thesis addresses key questions such as whether class actions could be successfully transplanted into the Kuwaiti legal system, the challenges of transplantation, and how these challenges can be effectively addressed. Using a doctrinal comparative approach and drawing on the theory of legal transplants, this study explores how the procedural and cultural foundations of the Canadian legal system, including the mixed nature of Quebec’s legal order, can inform the integration of class actions into Kuwait’s procedural and cultural framework. The findings reveal significant procedural differences between Canada and Kuwait, with surprising similarities suggesting that the Kuwaiti legal system might be more receptive than resistant to class actions. The thesis finds that while class actions have traditionally developed in common law systems, their core principles can be adapted to Kuwait’s legal framework, provided that certain procedural reforms are made. Accordingly, the thesis contributes to ongoing legal reform discussions in Kuwait by proposing a model for integrating class actions in the Kuwaiti legal system and jurisdictions with similar frameworks

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.966
Threshold uncertainty score0.795

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0010.000
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 head0.039
GPT teacher head0.278
Teacher spread0.239 · 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 designTheoretical or conceptual
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

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