Bibliographic record
Abstract
The aim of the article is to present to a predominantly Anglophone audience current work in French/Quebecois legal anthropology. This work attempts to build an epistemology for an intercultural legal theory and is opening up a dialogical approach to Law, which goes beyond the mere project of an intercultural legal theory. In order to do so, the article presents the LAJP's (Laboratory of Legal Anthropology of Paris) move towards a non-ethnocentric science of Law followed by a presentation of Panikkar's and Vachon's contributions on the 'dialogical method' which clarify the epistemological foundations of a pluralist approach to Law and lead to a presentation of Etienne Le Roy's theory of 'multilegalism' [multijuridisme]. The whole approach and its relevance are then illustrated through examples on the local, national and global planes in the fields of youth justice, French legal cooperation, land law and human rights and international penal law.
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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 | 0.019 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.021 | 0.089 |
| Scholarly communication | 0.023 | 0.027 |
| Open science | 0.004 | 0.013 |
| Research integrity | 0.007 | 0.009 |
| Insufficient payload (model declined to judge) | 0.007 | 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".