Bibliographic record
Abstract
This collection examines case-based reasoning in constitutional adjudication; that is, how courts decide on constitutional cases by referring to their own prior case law and the case law of other national, foreign, and international courts. Argumentation based on judicial authority is now fundamental to the resolution of constitutional disputes. At the same time, it is the most common form of reasoning used by courts. This volume shows not only the strengths and weaknesses of such argumentation, but also its serious methodological shortcomings. The book is comparative in nature, with individual chapters examining similar problems that different courts have resolved in different ways. The research covers three types of courts; namely the civil law constitutional courts of Germany, Italy, Poland, Lithuania, and Hungary; the common law supreme courts of the United States, Canada, and Australia; and the European international courts represented by the European Court of Human Rights and the Court of Justice of the European Union. The authors are distinguished scholars from various countries who specialise in constitutional justice issues. This book will be of interest to legal theorists and practitioners, and will be especially insightful for constitutional court judges.
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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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.990 | 0.973 |
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; both teacher heads agree on what is shown here.
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".