Les multiples vertus d'une ouverture pluraliste en théorie du droit: l'exemple de l'analyse du phénomène de<i>cause lawyering</i>
Bibliographic record
Abstract
Résumé Le présent article propose une réflexion sur les effets théoriques méconnus d'une prégnance moniste en les opposant aux avantages d'une approche ouverte aux différentes formes du pluralisme juridique, dont celles fortement présentes dans la pensée de Jean-Guy Belley. À l'occasion du phénomène croissant des pratiques decause lawyering, les auteures illustrent comment le thème de l'engagement politique en droit, fortement présent à l'intérieur du phénomèned'advocacieset discrètement directeur chez Belley, profite d'une pensée généralement émancipée des formes monistes qui constellent encore, de multiples façons, la pensée juridique contemporaine et les réflexes dominants de sa communauté épistémique.
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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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.014 | 0.055 |
| Scholarly communication | 0.012 | 0.012 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 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".