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Record W2971551830

Intellectual Property Rights in the Recreational Cannabis Market: Craft or Commodity?

2017· article· en· W2971551830 on OpenAlexaffabout
Jeremy de Beer, Alyssa Gaffen

Bibliographic record

VenueSSRN Electronic Journal · 2017
Typearticle
Languageen
FieldMedicine
TopicCannabis and Cannabinoid Research
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsCannabisRecreationIntellectual propertyBusinessCommodityCraftConsumption (sociology)Government (linguistics)Public economicsCommerceEconomicsLawPolitical scienceGeographyFinanceSociology
DOInot available

Abstract

fetched live from OpenAlex

The Government of Canada has taken significant steps towards legalizing the consumption of cannabis for recreational purposes, in particular by tabling the Cannabis Act. Going forward, the recreational cannabis industry promises to be lucrative, and among the best ways to capitalize on this economic potential is with exclusive intellectual property rights (IPRs). Like other cash crops, the uptake of IPRs in cannabis may encourage a commodity-based agroindustry with a few large companies leading the market. However, the legal, scientific, and economic particularities surrounding IPRs in recreational cannabis may instead foster a craft cannabis industry, with many small-scale or artisan businesses. Either way, Canada’s recreational cannabis industry will influence and be influenced by the uptake of IPRs for cannabis and cannabis business. Following an introduction in Part I, Part II of this article explores Canada’s new legal framework for the recreational cannabis market in light of the current political and legal environment. Part III surveys intellectual property regimes that may be most relevant to recreational cannabis, including plant breeders’ rights, patents, and trademarks. Part IV superimposes these regimes to reveal the issues likely to shape this industry. We consider legal- scientific issues, such as whether it is technically feasible to breed cannabis with protectable traits. And, we consider legal-commercial issues, such as whether restrictions on cannabis- related advertising might impact the use of cannabis trademarks. We conclude, in Part V, that the use of IPRs to control the breeding, production, and distribution of recreational cannabis could lead to two plausible scenarios. A craft-based industry would have little use for patents or plant breeders’ rights, instead using trademarks to provide quality assurance in a market with simple and direct supply chains. A commodity-based industry would rely more heavily on patents and plant breeders’ rights to protect significant investments in cannabis breeding, and likely see separation between the roles of breeders and growers. We anticipate seeing elements of both markets in the near future. In the longer term, which type of cannabis industry materializes will depend, in part, on answers to the key legal questions we raise in this article.

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)0.008
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.820
Threshold uncertainty score0.362

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0080.020
Scholarly communication0.0140.007
Open science0.0020.002
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0130.001

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 head0.025
GPT teacher head0.312
Teacher spread0.288 · 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 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

Citations2
Published2017
Admission routes2
Has abstractyes

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