Bibliographic record
Abstract
No solution to the paradox of multicultural vulnerability can be found unless we have a clearer understanding of where the paradox hits hardest, and family law provides an excellent test case for just such a study. Clearly, when the state awards jurisdictional powers to the group in the family law arena, it enhances the group's autonomy. At the same time, this re-allocation of legal authority from the state to the group may also expose certain individuals within the group to systemic and sanctioned in-group rights violations. This manifestation of the multiculturalism paradox in the family law arena does not cause a problem for the strong version of multiculturalism, since the strong version is primarily concerned with strengthening the nomoi group, even at the expense of imposing disproportionate costs upon individuals inside it. But it does raise a serious dilemma for the weak version of multiculturalism. The dilemma is this. There are good reasons to support accommodation in the family law arena, especially in the case of non-territorial nomoi communities that demarcate membership boundaries through personal status and lineage rules. Prime among the reasons offered for supporting accommodation is the fact that in many of these groups the rules encompassed in their system of family law fulfil a task similar to that of citizenship law for a state. A nomoi group's membership rules, encoded in family law, thus provide the bonds which connect the past to the future, by identifying who is considered part of the tradition.
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.042 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| 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".