Institutional Interaction in Global Environmental Governance: The Case of the Cartagena Protocol and the World Trade Organization
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The competitive quest of the Cartagena Protocol and the WTO for authority to regulate international trade in genetically modified organisms (GMOs) exemplifies a typical interaction between international institutions with diverging objectives. This article first develops a conceptual framework for the analysis of institutional interaction that emphasizes disaggregation of complex interaction situations into separate cases of clearly directed inter-institutional influence. These cases can follow different causal mechanisms. Second, applying this framework to the interaction between the Cartagena Protocol and the WTO reveals that existing commitments have driven parties toward a step-wise delimitation of the institutions' jurisdictions. Although the WTO acquired a firstmover advantage by structuring the regulatory field, the Cartagena Protocol showed surprising strength in exploiting the remaining room for maneuver. The structure of international governance thus steers institutions with differing objectives toward a jurisdictional balance that, while reflecting existing power relations, limits the potential for conflict and frames available policy choices.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it