American Legal Realism in Dispute Resolution. Alternative Dispute Resolution as a “Realist” Project
Bibliographic record
Abstract
American Legal Realism is alive and well. As a normative (and not only descriptive) theory, it has shaped the legal world we are living in and has influenced current legal practices at a global level. This article looks at the influence Realists’ ideas (and specifically Charles Edward Clark’s ones) have had ‘unconsciously’ over the phenomenon of the privatisation of civil justice and the Alternative Dispute Resolution revolution. It is suggested that many key concepts of Pragmatism and American Legal Realism form part of today’s repertoire of Alternative Dispute Resolution supporters and that the privatisation of civil justice is to be understood as an “unintended” Realist project, in the sense that it is inspired by, and reflects, a Realist view about law, conflict-resolution and justice without openly recognizing it.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.008 | 0.047 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.007 | 0.010 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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.
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 source (direct Gemma or distilled Codex), 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".