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Record W4385598778 · doi:10.59962/9780774861731

By the Court

2019· book· en· W4385598778 on OpenAlexaboutno aff
Peter J. McCormick, Marc Zanoni

Bibliographic record

VenueUniversity of British Columbia Press eBooks · 2019
Typebook
Languageen
FieldSocial Sciences
TopicPolitical Systems and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceLawPolitical science

Abstract

fetched live from OpenAlex

Any court watcher knows that the Supreme Court of Canada delivers some of its major constitutional judgments in a “By the Court” format. The abandonment of the common law tradition of attributing decisions to individual judges in favour of an anonymous and unanimous approach is unique among Western democracies. By the Court is the first major study of these unanimous and anonymous decisions and features a complete inventory, chronology, and typology of these cases. Some significant examples include the Secession of Quebec reference and the Carter decision on assisted suicide. Peter McCormick and Marc Zanoni also ask where and why the idea emerged and whether it signals a genuinely collegial authorship or simply masks the dominance of the Chief Justice. Ultimately, By the Court explores the purposes and potential future of “By the Court,” framing this practice as the most dramatic form of a modern style that highlights the institution and downplays individual contributions.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.243
Threshold uncertainty score0.482

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.007
Scholarly communication0.0110.004
Open science0.0010.003
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0470.015

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.

Opus teacher head0.013
GPT teacher head0.200
Teacher spread0.187 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

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Citations1
Published2019
Admission routes1
Has abstractyes

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