Bibliographic record
Abstract
The process for amending Canada’s constitution is complex and difficult. As a result, “back door” routes for realizing change of a constitutional nature have been adopted. These “workarounds” include “formula shopping,” where amendment procedures requiring a lesser measure of provincial consent are adopted; ordinary legislation, where no provincial consent is sought at all; and hortatory declarations, where mere statements purport to define a government’s position with respect to particular constitutional issues. Workarounds in areas such as Senate reform, fixed date election laws, secession and clarity acts, and regional vetoes, along with declarations dealing with special status for Quebec, the federal spending power, and prorogation of Parliament, will be examined. Key to the constitutional validity of these workarounds is whether they bind the actions of relevant political actors, as opposed to being merely advisory or consultative. At stake is the interplay between two fundamental constitutional values: flexibility, which permits the constitution to adapt to changing societal realities; and federalism, which requires a meaningful degree of provincial consent for significant constitutional change.
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 | 0.031 | 0.044 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.009 |
| Science and technology studies | 0.024 | 0.018 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.003 | 0.006 |
| Research integrity | 0.007 | 0.009 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".