EUROPEAN AND CANADIAN PROVISIONS ON KEEPING CONTACT BETWEEN THE PERSON DEPRIVED OF HIS LIBERTY AND HIS FAMILY, DIFFERENCES AND SIMILARITIES
Bibliographic record
Abstract
Every democratic society seeks to create a stable environment for its members, trying to identify the needs of citizens, in all aspects, creating legal norms to ensure the proper functioning of society as a whole is one of the needs. The family as an institution, but also as a form of people's approach, requires maintaining a balance in the family relations, a desideratum pursued by both society and its members. Situations where a family member is deprived of liberty following a final court decision raise various questions about the family situation and the links between the family and the person in custody. The European states, as well as Canada, have recognized the importance of the family in the life of a person deprived of liberty by adopting rules in the field of penitentiary that contribute to the desideratum of the proper functioning of the family. But these rules also present, carefully scrutinized.
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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 | 0.006 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.013 | 0.010 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.008 | 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".