Bibliographic record
Abstract
Multilegalism is a species of legal pluralism denoting the existence of quasi-autonomous “minority jurisdictions” for at least some legal matters within a “normal” state jurisdiction. Multiculturalism in the advocatory sense might provide the justification for establishing such minority jurisdictions. This paper aims to provide 1) a detailed idea about what such a multicultural multilegal arrangement would amount to and how it differs from certain related concepts and legal frameworks, 2) in what sense some standard multicultural arguments could provide a starting point for seriously considering multicultural multilegalism in practice, 3) how the idea fares against some standard liberal criticisms, and finally 4), to point out three salient problems for multilegalism, concerning a) choice of law problems, b) a dilemma facing us as to whether state supremacy should be upheld or not, and c) clashes with basic human rights.
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 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 | 0.021 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.012 | 0.076 |
| Scholarly communication | 0.017 | 0.023 |
| Open science | 0.004 | 0.018 |
| Research integrity | 0.010 | 0.014 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".