Bibliographic record
Abstract
In addition to specific provisions dealing with civil and criminal enforcement, as well as enforcement in the digital environment, ACTA contains a section prescribing how states bound by the agreement must provide for measures of IP enforcement at the border. In section 3 of Chapter II, Articles 13 to 22 contain rules on the scope of border measures (Articles.13, 14 & 16), the initiation of proceedings by right holders or custom authorities (Articles.15–17) and a further procedure that deals with allegedly infringing goods (Articles.18–22). These rules must be viewed in the context of the enforcement provisions in the TRIPS Agreement, in particular Articles 51–60. In general, ACTA goes beyond TRIPS and requires states to adopt higher enforcement standards. At the same time, the new treaty narrows those TRIPS provisions that protect the interests of traders and owners of goods subject to border measures. This chapter discusses some particularly controversial aspects of these “TRIPS-plus” standards for enforcing IPRs at the border. The focus is on whether ACTA mandates (or allows) the seizure of goods – such as generic medicines – in transit, and what safeguards the final text of the agreement contains to avoid such seizures.
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 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 | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".