Liberal-democratic states should privilege parental efforts to instil identities and values
Bibliographic record
Abstract
Liberal-democratic states’ commitments to equality and personal autonomy have always proven problematic with respect to state regulation of relations between parents and children. In the parental authority literature, positions have varied from invoking children’s interests to argue for limitations on parental efforts to instil identities and values to invoking parental rights to justify state privileging of such efforts. This article argues that liberal-democratic states should privilege parental efforts to raise their children to share their identities and values. Its approach is distinctive in two ways: (1) it engages in interdisciplinary reflection upon selected findings in psychological literature on immigrant youth, acculturation and identity development to assess philosophical arguments about parental authority; and (2) it argues that children’s, and not parental, interests should be viewed as the primary basis for parental rights to instil identities and values. Ultimately, the article argues, parental authority to instil identities and values is justified by children’s interests in psychological wellbeing and personal autonomy.
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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 | 0.011 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.006 | 0.031 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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".