American Legal Realism in Dispute Resolution. Alternative Dispute Resolution as a “Realist” Project
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it