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Record W7029272865

Indigenous Sovereignty and Canadian Drug Laws

2025· dissertation· en· W7029272865 on OpenAlexafffundabout

Bibliographic record

VenueMacSphere (McMaster University) · 2025
Typedissertation
Languageen
FieldEngineering
TopicArchitecture and Computational Design
Canadian institutionsMcMaster University
FundersUniversity of Illinois at Urbana-ChampaignCrown-Indigenous Relations and Northern Affairs CanadaCanadian Medical AssociationUniversity of TorontoQueen's UniversityUniversity of ReginaUniversity of OxfordU.S. Department of JusticeYork UniversityGovernment of OntarioMcMaster UniversityUniversity of MinnesotaSimon Fraser UniversityMcGill UniversityGovernment of CanadaRTI InternationalInnovation, Science and Economic Development Canada
KeywordsIndigenousLegislationColonialismSovereigntyMohawkCriminalizationJurisprudenceCompromisePoliticsCommodificationIndigenous rights
DOInot available

Abstract

fetched live from OpenAlex

This dissertation examines the role of Canadian drug laws in the repression of Indigenous sovereignty and situates these laws within a broader framework of settler colonialism. It presents a detailed analysis of historical and contemporary drug legislation with the goal of illuminating the unique ways each piece of legislation works to further colonial objectives and suppress Indigenous rights. It focuses on three specific areas: cannabis, liquor, and tobacco regulations. Because each drug policy was developed within a unique social and historical context, this study uses various methods to analyse different data sets. Chapter One presents a historical analysis of cannabis laws from the Act to Prohibit the Improper Use of Opium and Other Drugs (1923) to the 2018 Cannabis Act and shows how these regulations undermine Indigenous sovereignty, exclude Indigenous peoples from economic benefits, and criminalize Indigenous resistance. Chapter Two uses newspaper data to explore how liquor laws from 1880 to 1920 helped construct white settler identity by criminalizing settlers who interacted with Indigenous people. Chapter Three critiques the Canadian tobacco industry's portrayal of the Mohawk tobacco trade as illicit, highlighting how the industry profits from advocating for the criminalization of Mohawk tobacco sovereignty. Grounded in Settler Colonial Theory, Critical Race Theory, and Indigenous Criminology, this dissertation illuminates the complex and sometimes contradictory nature of colonial power dynamics. This research contributes to a broader understanding of how criminal legislation continues to regulate and control Indigenous peoples, legitimizing the theft of Indigenous land and resources under the guise of drug prohibition.

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)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.105
Threshold uncertainty score0.761

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.004
Science and technology studies0.0180.010
Scholarly communication0.0050.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.000

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 head0.005
GPT teacher head0.161
Teacher spread0.157 · 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 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

Citations0
Published2025
Admission routes3
Has abstractyes

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