Beyond Rhetoric: State Sovereignty, Common Concern, and the Inapplicability of the Common Heritage Concept to Plant Genetic Resources
Bibliographic record
Abstract
Until the emergence of the Convention on Biological Diversity in 1992 and the FAO Treaty on Plant Genetic Resources in 2001, opinion had hardened in some quarters that the principle of a common heritage of mankind regulated international transfer of plant genetic resources. By a historical analysis of customary international law in the colonial age and the recent pedigree of the principle of common heritage, this article points out the fallacies in such arguments and contends that plants have always been subject to various national jurisdictions. It has to be conceded, however, that contemporary developments in the field of international law relating to plant genetic resources foretell the emergence of a regime of multilateral relationships governing access to plant genetic resources. If it is to depart from its unfortunate history, such a regime of multilateral co-operation would have to pay serious regard to the issue of equitable access to and sustainable use of plant genetic resources.
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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 | 0.018 | 0.030 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.016 | 0.075 |
| Scholarly communication | 0.015 | 0.022 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.013 | 0.015 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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.
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".