Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In this book, legal scholars, philosophers, historians and political scientists from Australia, Canada, New Zealand, the United Kingdom and the United States analyze the common law through three of its classic themes: rules, reasoning and constitutionalism. Their essays, specially commissioned for this volume, provide an opportunity for thinkers from different jurisdictions and disciplines to talk to each other and to their wider audience within and beyond the common law world. This book allows scholars and students to consider how these themes and concepts relate to one another. It will initiate and sustain a more inclusive and well-informed theoretical discussion of the common law's method, process and structure. It will be valuable to lawyers, philosophers, political scientists and historians interested in constitutional law, comparative law, judicial process, legal theory, law and society, legal history, separation of powers, democratic theory, political philosophy, the courts and the relationship of the common law tradition to other legal systems of the world.
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.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| 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 it