The ‘Atlantic Seat’ on the Supreme Court of Canada: An Endangered Species?
Bibliographic record
Abstract
The sigh of relief on the Atlantic coast could be heard all the way to Ottawa on October 17, 2016. On that day, Prime Minister Justin Trudeau announced the nomination of Justice Malcolm Rowe of the Newfoundland and Labrador Court of Appeal to the Supreme Court of Canada seat vacated by Justice Thomas Cromwell. Justice Cromwell’s replacement was to be the first appointed pursuant to a new process put in place by the Trudeau government. When that process was unveiled on August 2, 2016, Trudeau announced that the position would be open to any qualified Canadian lawyer or judge who was functionally bilingual and “representative of the diversity of our great country.” A further clarification stated that “[a]pplications are being accepted from across Canada in order to allow for a selection process that ensures outstanding individuals are considered for appointment to the Supreme Court of Canada,” confirming that Atlantic Canadians did not have a lock on the position.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.038 | 0.012 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.008 | 0.010 |
| Insufficient payload (model declined to judge) | 0.010 | 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".