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Record W3123450471

Uncertain Citizens: Aboriginal Peoples and the Supreme Court

2001· article· en· W3123450471 on OpenAlexaboutno aff
John Borrows

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsSupreme courtCitizenshipCohesion (chemistry)LawPolitical scienceIdentity (music)SociologyPolitics
DOInot available

Abstract

fetched live from OpenAlex

Citizenship is a multifaceted concept, attentive to issues of rights, participation, identity and social cohesion. It is only in the past few years that Canada's institutions have started to consider these issues in relation to Aboriginal peoples. In particular, the Supreme Court of Canada has been called upon to take a more active role in defining the contours of Aboriginal citizenship . In this respect they have developed doctrines to define Aboriginal rights, permit Aboriginal organizations, recognize the importance of Aboriginal identity, and facilitate social cohesion. While the Court's efforts in these areas are encouraging, it is clear that its work is far from finished. This paper will examine the Supreme Court's treatment of Aboriginal peoples in the area of social cohesion, and evaluate the remaining uncertainty that surrounds the concept of Aboriginal citizenship in Canada.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.878
Threshold uncertainty score0.987

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0140.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.023
GPT teacher head0.309
Teacher spread0.286 · 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 teacher head, not a consensus.

Study designQualitative
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

Citations11
Published2001
Admission routes1
Has abstractyes

Explore more

Same venueUVic’s Research and Learning Repository (University of Victoria)Same topicIndigenous Health, Education, and RightsFrench-language works237,207