Beyond the Courtroom: Access to Justice, Privatization, and the Future of Class Action Research
Bibliographic record
Abstract
This article critically assesses the role of class actions in enhancing access to justice from a socio-political perspective. Considering the broad social, cultural, and political implications of access to justice as both a theoretical principle and a policy objective, this article proposes that evaluations of class actions in light of access to justice must situate the procedure within its proper socio-political context. To this end, a critical framework is developed that focuses on the relationship of access to justice to developments in public policy and budgeting, including efficiency-based privatization, with a view to how these political dimensions affect poor and historically marginalized groups. The article proceeds in five interrelated stages. First, an overview of access to justice scholarship is presented through the lens of class actions. Second, a critical analysis of the role of class actions in enhancing access to justice is offered. Third, privatization and the figure of the private attorney general is discussed. Fourth, efforts at institutionalizing funding for class actions are addressed. Fifth, a preliminary research agenda is developed with an emphasis on socio-political variables such as public budgeting constraints, the influence of ideology, and the role of legal consciousness. Highlighting the social, cultural, and political dimensions of class actions in facilitating access to justice, the article concludes by proposing that an expansive understanding of access to justice demands an expansive approach to its study.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".