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Record W1566073897

Looking Beyond Intellectual Property in Resolving Protection of Intangible Cultural Heritage of Indigenous Peoples

2003· article· en· W1566073897 on OpenAlexaff
Dennis S. Karjala, Robert K. Paterson

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCopyright and Intellectual Property
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsIntellectual propertyProperty lawIntangible propertyIndigenousLaw and economicsTangible propertyTraditional knowledgePolitical scienceLawProperty rightsSociology
DOInot available

Abstract

fetched live from OpenAlex

While modern indigenous artists, and especially collectives, have been able to resort to traditional property rights concerning moveable cultural property, many native peoples have found their claims to ownership of their intangible cultural property, such as motifs, songs, prayers, ceremonies, music, legends and folklore, frustrated by the limits of established intellectual property and other legal regimes. These groups face commoditization and commercialization problems, but are stuck in a catch-22 by rejecting intellectual property regimes but facing the consequence of lost control over their own cultural property. This article evaluates the various claims and desires of indigenous peoples, and others whose needs arguably justify specific legal recognition and protection, against the background of the often conflicting constitutional and social policies that establish the structural framework of modern democratic societies, paying particular attention to the policies underlying intellectual property law and the basic human rights of free speech and free expression. The authors consider the social policy tradeoffs that are involved in recognizing, or not recognizing, intellectual property rights in indigenous cultural property. They conclude that the legitimate concerns of indigenous people can be accommodated without recognizing new intellectual property rights, either through modest reinterpretation of existing legal regimes concerning contract, privacy, and unfair competition law, or through carefully tailored but general statutory amendment or incrementally developed common law principles aimed at leveling what might otherwise be seen as an unfair playing field. Intellectual property rights seem to be an unsatisfactory foundation on which to build a viable cultural heritage legal edifice. Rather than try to fit the justifiable claims of indigenous peoples into legal property-rights categories that were not designed to accommodate their essential characteristics, this article focuses on those aspects of indigenous peoples' claims that can be addressed outside the intellectual property rights regimes of patent and copyright. Traditional concepts of contract, privacy, trade secret, and trademark can go a long way in the desired direction. This approach, however, would not recognize all the claims that have been asserted on behalf of indigenous peoples.

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)0.006
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.039
Scholarly communication0.0080.010
Open science0.0020.007
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.0040.000

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 head0.025
GPT teacher head0.216
Teacher spread0.191 · 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

Citations22
Published2003
Admission routes1
Has abstractyes

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