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Record W4396690612 · doi:10.7202/1111095ar

The Future of Treaty Interpretation in Yahey v British Columbia: Clarification on Cumulative Effects, Common Intentions, and Treaty Infringement

2022· article· en· W4396690612 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueOttawa Law Review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Aviation
Canadian institutionsUniversity of Calgary
FundersDavid Suzuki Foundation
KeywordsTreatyInterpretation (philosophy)Political scienceLawPhilosophy

Abstract

fetched live from OpenAlex

On June 29, 2021, Justice Emily Burke of the Supreme Court of British Columbia ruled that the Province of British Columbia unjustifiably infringed the Treaty 8 rights of Blueberry River First Nation by “permitting the cumulative impacts of industrial development to meaningfully diminish Blueberry’s exercise of its treaty rights.” The decision was a highly anticipated one: Yahey is the first case to explicitly consider whether the cumulative impact of industrial development on a First Nation’s ability to exercise treaty rights in their traditional territory may constitute a treaty infringement. The “piecemeal infringement” of Aboriginal and treaty rights significantly undermines Indigenous peoples’ constitutional rights and legal doctrine has been slow to respond. Several cases are working their way through the courts considering these intractable issues. Yahey provides a well-reasoned and doctrinally sound interpretation of treaty rights that provides a model for what a doctrinal response might look like. This paper outlines the arguments Yahey developed on these issues, sets them within the broader context of the development of treaty interpretation doctrine, and considers how persuasive they ought to be for subsequent courts.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.890
Threshold uncertainty score0.971

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.009
GPT teacher head0.294
Teacher spread0.285 · 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