Bibliographic record
Abstract
The headlines were unprecedented. “Stephen Harper lashes out at top judge on Supreme Court”; “Chief Justice hits back at Prime Minister over claim of improper call”; “Duelling statements over Nadon appointment reveal PMO fight with top court.” Riveting as they were, they did not begin to capture the depth of the drama playing out in the nation's capital in May 2014 – then- Prime Minister Stephen Harper issuing a statement suggesting Chief Justice Beverley McLachlin of the Supreme Court of Canada tried to engage him “on a matter that is or may be” before the court; the chief justice issuing her own counterstatement to categorically deny there was ever any such communication between her and the government. The spectacle played out for weeks, drawing in the opposition parties in Parliament, the Canadian legal community, and the news media. It spilled onto the global stage: the American College of Trial Lawyers supported McLachlin, as did the International Commission of Jurists, which investigated the available facts and concluded that Harper's criticism “was not well-founded and amounted to an encroachment upon the independence of the judiciary and integrity of the Chief Justice.” While surprising in its tone, the Conservative prime minister's eruption did not come out of the blue. It was ostensibly tied to the failed appointment of Marc Nadon, Harper's choice to fill one of three seats on the Supreme Court reserved for Quebec. Nadon was a semiretired Federal Court of Appeal judge with a track record regarded as unremarkable by commentators, save for a dissent in which he alone sided with the government in Khadr v. Canada (Prime Minister) , involving the repatriation of a Canadian citizen imprisoned at Guantanamo Bay. After the Nadon appointment was challenged, the Supreme Court was thrust into the political fray. In Reference Re Supreme Court Act, ss. 5 and 6 it was asked to clarify both the eligibility requirements for judges representing Quebec and the scope of Parliament's power to unilaterally change the court's composition. The majority's decision essentially disqualified Nadon. It was widely seen as a blow to the government of the day, which had moved to pass a law to try to ensure his eligibility.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.035 | 0.017 |
| Scholarly communication | 0.021 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.016 | 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".