MétaCan
Menu
Back to cohort
Record W4380153622 · doi:10.1108/dhs-09-2022-0033

What a legacy: a call to action to facilitate entry into the licensed cannabis market in Canada

2023· article· en· W4380153622 on OpenAlexaffabout
Tanisha Wright-Brown, Sandy Brennan, Michael Blackwood, Jennifer Donnan

Bibliographic record

VenueDrugs Habits and Social Policy · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsLegalizationBusinessUnintended consequencesEntrepreneurshipGovernment (linguistics)LegislationPublic relationsFinancePolitical science

Abstract

fetched live from OpenAlex

Purpose Almost five years after legalization, the unlicensed cannabis market is still thriving in Canada, and legacy cannabis retailers continue to face barriers to legal market entry. This study aims to shed light on these challenges and offer policy recommendations supporting legacy retailers and the government’s goals of enhancing public safety and displacing the unlicensed market. Design/methodology/approach This study reviewed online sources, including the media, gray literature, government, and other policy and legal websites, to identify legacy retailers’ challenges to entering the Canadian ecosystem since legalization and policy approaches of legalized jurisdictions with similar issues. Findings Legacy retailers face financial, legal and social barriers to entering the legal market. The Canadian government should focus on lowering and eliminating these barriers by developing programs that reduce financial risks and required capital, facilitate partnership programs and accelerators, provide innovative options that reduce overhead expenses, encourage pooled ownership to support small businesses, prioritize market entry for equity-deserving individuals and enable automatic expungement. A description of programs that have been implemented in other jurisdictions to address similar barriers is provided. Practical implications The policy recommendations in this paper would enable increased entrepreneurship and employment in a growing sector. While the tax revenue earned from the new market entrants may not be enough to support all the recommended policy initiatives, it could be reinvested to fund some of them creating sustainable growth opportunities. Originality/value The paper provides practical, timely policy recommendations on expanding the legal cannabis market in Canada and addressing unintended negative consequences of current policies.

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)0.001
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.239
Threshold uncertainty score0.529

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.035
GPT teacher head0.299
Teacher spread0.264 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations3
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueDrugs Habits and Social PolicySame topicGlobal Public Health Policies and EpidemiologyFrench-language works237,207