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Record W3187059919 · doi:10.3138/jcs-2020-0026

Corporate Cannabis at Home and Abroad: International Regulation and Neoliberal Legalization

2021· article· en· W3187059919 on OpenAlexvenueaboutno aff
Benjamin Bandosz, Tobias Wilczek

Bibliographic record

VenueJournal of Canadian Studies · 2021
Typearticle
Languageen
FieldMedicine
TopicCannabis and Cannabinoid Research
Canadian institutionsnot available
Fundersnot available
KeywordsLegalizationCannabisPoliticsCivil libertiesPolitical scienceLawPolitical economySociology

Abstract

fetched live from OpenAlex

Throughout the twentieth century and into the twenty-first century, economic interests and systemic racism ensured the prohibition of cannabis. Such socio-political implications resulted in the criminalization of innumerable consumers; the infringement on civil liberties, in this regard, has been considerable. To counteract such policing, the Liberal Party of Canada legalized cannabis on 17 October, 2018. Despite motivating factors like shrinking the black market and relieving the judicial system, no significant social reparations have been realized. Rather, the publicly traded sector of the cannabis industry was prioritized and has seen enormous upside leading up to and after legalization, with corporate cannabis companies growing domestically and internationally. In this sense, Canada’s legalization continues patterns of prohibition: sacrificing civil liberties for economic interests. This prioritization of capital also affects countries in which cannabis companies established subsidiaries and partnerships—such as in Germany, Jamaica, and Colombia—where despite continued prohibition, companies receive special privileges while citizens are subject to the law. Although regulations differ on a case-by-case basis, corporate motivations inform cannabis prohibition and legalization—market interests guide the international spread of legalization. This article approaches the implications of ongoing cannabis-prohibition, in contrast to its legalization in select geopolitical regions, to analyze the Kafkaesque nature of substance-control that is inherently tied to economic motivations, and which take precedence over social equity. In this sense, the regulation of plant-material works in tandem with regulation of society, by which a certain order is sought to be maintained for the sake of political power and economic profitability.

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)0.000
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 score0.501
Threshold uncertainty score0.948

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 head0.036
GPT teacher head0.312
Teacher spread0.275 · 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

Citations7
Published2021
Admission routes2
Has abstractyes

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