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Record W4385598921 · doi:10.59962/9780774861076

Flawed Precedent

2019· book· it· W4385598921 on OpenAlexaboutno aff
Kent McNeil

Bibliographic record

VenueUniversity of British Columbia Press eBooks · 2019
Typebook
Languageit
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

In 1888, the Judicial Committee of the Privy Council ruled in St. Catherine’s Milling and Lumber Company v. The Queen, a case involving the Saulteaux people’s land rights in Ontario. This precedent-setting case would define the legal contours of Aboriginal title in Canada for almost a hundred years, despite the racist assumptions about Indigenous peoples at the heart of the case. In Flawed Precedent, preeminent legal scholar Kent McNeil provides a compelling account of this contentious case. He begins by delving into the historical and ideological context of the 1880s. He then examines the trial in detail, demonstrating how prejudicial attitudes towards Indigenous peoples influenced the decision. He further discusses the effects that St. Catherine’s had on law and policy until the 1970s when its authority was finally questioned in Calder, then in Delgamuukw, Marshall/Bernard, Tsilhqot’in, and other key rulings. He also provides an informative analysis of the current judicial understanding of Aboriginal title in Canada, now driven by evidence of Indigenous law and land use rather than by the discarded prejudicial assumptions of a bygone era.

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)0.004
metaresearch head score (Gemma)0.011
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 score0.327
Threshold uncertainty score0.651

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.011
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0120.022
Scholarly communication0.0070.004
Open science0.0020.002
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0100.002

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 head0.014
GPT teacher head0.217
Teacher spread0.202 · 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".

Quick stats

Citations5
Published2019
Admission routes1
Has abstractyes

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Same venueUniversity of British Columbia Press eBooksSame topicIndigenous Health, Education, and RightsFrench-language works237,207