The Value of Dissent in Constitutional Adjudication: A Context-Specific Analysis
Bibliographic record
Abstract
This paper addresses the long-standing international debate over whether the publication of dissenting opinions should be permitted in constitutional courts of last resort. It argues in response to this debate that a conclusion of general application is futile. Courts are not identical: their jurisdictions have unique legal histories, traditions, and cultures; they serve different functions and speak to different audiences; and, they are composed of members with fundamentally dissimilar training and backgrounds. This paper contributes to the debate by setting out a context-specific analysis for assessing the value of dissent in constitutional adjudication. It considers several contextual factors including: the jurisdiction's tradition, legal history, and culture; the credibility, function, and procedure of its court; and the background and training of its court's members. Applying this contextual analysis to Canada, this paper concludes that presently the publication of dissenting opinions is a valuable component of constitutional adjudication in the Supreme Court of Canada.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".