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Record W1946106779

The Comprador Complex: Africa's IPRs Elite, Neo-Colonialism and the Enduring Control of African IPRs Agenda by External Interests

2014· article· en· W1946106779 on OpenAlexaff
Ikechi Mgbeoji

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicIntellectual Property and Patents
Canadian institutionsYork University
Fundersnot available
KeywordsIntellectual propertyStatutory lawStatuteEliteColonialismPatentabilityPolitical scienceFolkloreLawSociologyPolitics
DOInot available

Abstract

fetched live from OpenAlex

Intellectual property rights (IPR) concern that branch of law dealing with the regulation of the creation, protection, ownership, transfer, use, and access to intangible and tangible creations of the human mind. From its modest origins in trademarks, IPRs today traverse the gamut of copyright, patents, industrial designs, trade secrets, integrated circuits and topography, plant breeders’ rights, geographic indications, and other emerging categories of IPR including folklore. The vast majority of countries across the world have IPR laws on their statute books. Beyond statutory provisions, states have also created administrative and institutional organs to deal with the manifold aspects of IPR. Intellectual property rights are often promoted as useful for stimulating and encouraging creativity, economic development, innovation, and technology transfer. Yet, for more than a century, African states have participated in IPR regimes with little or nothing to show for it in terms of economic development and transfer of technology. Like a mirage, the wondrous proms of domestic innovation and technological development recede from grasp no matter how long African states tread on the hard paths of strong IPRs regimes. Beyond the meagre harvests from its long and expensive investments in IPR institutions, personnel and statutes, the most worrisome aspect of contemporary IPR issues in Africa is that the development of more progressive IPR regimes in the continent has been resisted, indeed stunted by local actors and institutions. In some of the contemporary debates on the content, structure, and processes of modern IPR regimes, the voices of African IPR administrators and practitioners have been muted or silent. If and when they speak, they tend to champion the interests of foreign business entities at the expense of domestic concerns. For instance, controversies over manifold IPR issues such as access to crucial patented drugs, compulsory licensing, fair use in copyright, the scope of rights given to rights holders and apparent inequities of international arrangements for IPR protection, have witnessed little or no critical intervention by African IPR experts and administrators. Considering the high levels of education and experience in IPR possessed by the leading lawyers and administrators on the continent, one would expect Africa’s IPR practitioners and administrators to be at the forefront marshalling the need for progressive rebirth of IPRs in the continent. Yet, on some of the most important debates of the day, they have defended their clients and espoused the case for maintenance of the status quo even when their fellow citizens bear the brunt of the unrealized proms of robust IPR laws.

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)0.003
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 score0.012
Threshold uncertainty score0.036

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.006
Scholarly communication0.0070.006
Open science0.0000.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0110.000

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 head0.062
GPT teacher head0.220
Teacher spread0.158 · 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

Citations0
Published2014
Admission routes1
Has abstractyes

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Same topicIntellectual Property and PatentsFrench-language works237,207