The Oxford Handbook of the Canadian Constitution
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
Abstract The Oxford Handbook of the Canadian Constitution provides an ideal first stop for Canadians and non-Canadians seeking a clear, concise, and authoritative account of Canadian constitutional law. The Handbook is divided into six Parts: Constitutional History, Institutions and Constitutional Change, Indigenous Peoples and the Canadian Constitution, Federalism, Rights and Freedoms, and Constitutional Theory. Readers of this Handbook will discover some of the distinctive features of the Canadian Constitution: for example, the importance of Indigenous peoples and legal systems, the long-standing presence of a French-speaking population, French civil law and Quebec, the British constitutional heritage, and the choice of federalism, as well as the newer features, most notably the Canadian Charter of Rights and Freedoms, section 35 regarding Aboriginal rights and treaties, and the procedures for constitutional amendment. The Handbook provides a remarkable resource for comparativists at a time when the Canadian Constitution is a frequent topic of constitutional commentary. For Canadians, the Handbook offers a vital account of constitutional challenges and opportunities at the time of the 150th anniversary of Confederation.
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 | 0.011 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 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