Decolonising Copyright: Reconsidering Copyright Exclusivity and the Role of the Public Interest in International Intellectual Property Frameworks
Bibliographic record
Abstract
Abstract International intellectual property frameworks conceive of copyright exclusivity as a largely individualistic, westernised and capitalistic benefit which must be balanced against and limited by the non-commercial, competing public interest. This is expressed primarily by way of limitations to and exceptions from the norm of exclusivity recognised within these frameworks. This article argues for an alternative interpretation of copyright exclusivity as being justified by the public interest. However, unlike the works of Geiger et al., this interpretation is not premised upon the constitutional and quasi-constitutional patterns accounting for the public interest foundations of IP. Instead, it is premised upon the conceptualisations of indigenous communities within the Global South relating to exclusivity over intangible property for the communal benefit. This article argues that a paradigm shift in the international community at a supranational level, such as the removal of the TRIPS Agreement from the WTO, is needed in order to better reflect the norms and values of the Global South. By reassessing the nature of copyright exclusivity rather than delegating conversations about non-commercial communal needs to limitations and exceptions, the Global South is no longer seen as mere passive receptors of Western norms and values, but as active participants with inherent value in the creation of a truly global IP framework.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.027 | 0.023 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.104 |
| Scholarly communication | 0.019 | 0.024 |
| Open science | 0.003 | 0.016 |
| Research integrity | 0.009 | 0.012 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".