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Record W4311521420 · doi:10.1177/00914509221142156

Overpoliced and Underrepresented: Perspectives on Cannabis Legalization From Members of Racialized Communities in Canada

2022· article· en· W4311521420 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

VenueContemporary Drug Problems · 2022
Typearticle
Languageen
FieldMedicine
TopicCannabis and Cannabinoid Research
Canadian institutionsUniversity of OttawaUniversity of TorontoDalhousie UniversityUniversity of AlbertaPublic Health OntarioCentre for Addiction and Mental Health
FundersCanadian Institutes of Health Research
KeywordsLegalizationCannabisCriminologySociologyPolitical sciencePsychologyLawPsychiatry

Abstract

fetched live from OpenAlex

Historically, overpolicing of some racialized and Indigenous groups in Canada has resulted in unequal application of drug laws contributing to disproportionate rates of charges and convictions in these populations. Criminal records severely and negatively impact an individual's life and can perpetuate cycles of poverty and socioeconomic disadvantage. On October 17, 2018, Canada legalized cannabis production, distribution, sale, and possession for non-medical purposes. Advocates of criminal justice reform have raised concerns that Indigenous and racialized people may not equitably benefit from legalization due to unequal police surveillance and drug enforcement. These groups are among priority populations for research on cannabis and mental health, but their views on cannabis regulation have been largely absent from research and policy-making. To address this gap, we asked self-identified members of these communities about their lived experiences and perspectives on cannabis legalization in Canada. Between September 2018 and July 2019, we conducted semistructured interviews and focus groups with 37 individuals in Québec, Ontario, Alberta and British Columbia. During this phase of early cannabis legalization, participants responded to questions about anticipated public health risks and benefits of legalization, how their jurisdiction is responding to legalization, and what community resources would be needed to address legalization impacts. We conducted a thematic analysis and identified five major themes in the data related to race and early cannabis legalization: overpolicing of racialized communities, severity of penalties in new cannabis legislation, increased police powers, and underrepresentation of racialized groups in the legal cannabis market and in cannabis research. Participants discussed opportunities to support cannabis justice, including establishing priority licenses, issuing pardons or expunging criminal records, and reinvesting cannabis revenue into impacted communities. This work begins to address the paucity of Indigenous and racialized voices in cannabis research and identifies potential solutions to injustices of cannabis 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.

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)0.000
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 score0.413
Threshold uncertainty score0.610

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.027
GPT teacher head0.272
Teacher spread0.244 · 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