Bibliographic record
Abstract
Using Canada as a case study, this chapter suggests a reconceptualization of the role of the judiciary in interpreting human rights. The author suggests that traditional paradigms of rights as originating outside of courts, by way of constitutional agreements or international human rights treaties, must be nuanced by a better understanding of human rights practice -- a process through which rights are perpetually re-constituted through the historical act of claiming and re-interpreting rights. Social rights claims are often understood as claims to goods or entitlements but they should equally be understood as claims to meanings that speak to and address the experience of previously excluded claimants and evolving socio-historical struggles. Judiciaries must be independent of the political branches of government but the courts’ role should not be construed as independent of historical struggles or of the evolving social construction of the meaning of rights; if it were, judicial interpretation of rights would be starved of nourishment and disconnected from the broader human rights project that gives legitimacy to the judicial role within a democracy. Courts may thus be held accountable to the obligation to provide full and fair hearings of claims to more inclusive meanings. Considering these issue in the context of the struggle for social rights in Canada, the political struggle can be seen to be intricately linked to a struggle for fair hearings of claims to inclusive interpretations of broadly framed rights in the Canadian Charter of Rights and Freedoms. Attempts to demarcate the role of courts from that of legislatures on the basis of a negative rights paradigm have often denied marginalized groups in Canada effective participation in the interpretation of the meaning of Charter rights. Exclusive meanings of rights to life, security of the person and equality have been adopted not on the basis of reasonable interpretations but rather in order to exclude particular types of claims (and therefor types of claimants) from the courtroom. These types of decisions raise the question of whether courts be held accountable to broader principles of democratic inclusion in the interpretation of rights. Criticism by UN human rights bodies of Canadian courts when they have failed to adopt inclusive interpretations provides an opportunity for enhanced judicial accountability. Obligations of State parties to progressively realize social rights include important obligations of the judicial branch. International human rights bodies can play an important role by engaging directly with domestic courts’ interpretive responsibilities and by promoting more coherent principles of rights interpretation. The role of international human rights bodies is not to dictate to domestic courts an authoritative interpretation but rather to ensure that courts do not become agents of social exclusion in the performance of their interpretive roles. The fact that there is no ultimate authority to provide definitive interpretations of rights is not the problem. It is the solution.
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 | 0.011 | 0.022 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.049 | 0.050 |
| Scholarly communication | 0.019 | 0.007 |
| Open science | 0.004 | 0.009 |
| Research integrity | 0.008 | 0.010 |
| Insufficient payload (model declined to judge) | 0.006 | 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".