MétaCan
Menu
Back to cohort
Record W3165254816 · doi:10.60082/2817-5069.3582

The “Majestic Equality” of the Law: Conservatism, Radicalism, and Reform of the Civil Courts in Upper Canada, 1841-1853

2021· article· en· W3165254816 on OpenAlexaffvenueabout
William Wylie

Bibliographic record

VenueOsgoode Hall law journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsParks Canada
Fundersnot available
KeywordsConservatismResentmentLawIdeologyPoliticsPolitical sciencePolitical radicalism

Abstract

fetched live from OpenAlex

The mid-nineteenth century was an age of reform in the civil courts of the common-law world. Why, in spite of the clamour for change within Upper Canada and the introduction of reforms in adjacent common-law jurisdictions, were Upper Canada’s leading lawyers and politicians so reluctant to act? The answer is found in the conservatism of the province’s leaders, which stemmed not only from the legal training of the lawyers, but also from the moderate conservative ideology of the Upper Canadian leadership as a whole. At an almost unprecedented time of public debate, when resentment to lawyers and the courts was being expressed and a radical critique of the courts and the profession was emerging, Upper Canada’s most influential residents managed to maintain political control and steadfastly refused to act in advance of the mother country.

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)0.002
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.261
Threshold uncertainty score0.857

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0380.027
Scholarly communication0.0090.002
Open science0.0020.003
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.011
GPT teacher head0.222
Teacher spread0.211 · 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
GenreEmpirical

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".

Quick stats

Citations0
Published2021
Admission routes3
Has abstractyes

Explore more

Same venueOsgoode Hall law journalSame topicCanadian Identity and HistoryFrench-language works237,207