The Unified Patent Court and the frustrated promise of IP protection: Investors’ claims in (post-)Brexit Britain
Bibliographic record
Abstract
Tensions between the EU’s legal order and the international investment law regime are not exclusive to the Brexit era, but they certainly gained momentum in the aftermath of this referendum. By incautiously declaring that the UK will remain a party to the Unified Patent System regardless of Brexit, the British government arguably shaped (il)legitimate expectations on the part of investors who aimed at exploiting their intellectual property rights in the UK while benefitting from the judicial protection of the forthcoming Unified Patent Court as much as of the European institutions (and market) as a whole. Indeed, not only the System itself will undergo a process of major rebalancing after London’s departure from the EU, but more importantly, the UK will most probably be unable to retain its membership in the System after the actual delivery of Brexit. These complications trigger a wide spectrum of fundamental dilemmas investing the definition and scope of concepts such as unilateral declaration, indirect expropriation, reasonable expectation, estoppel, and public policy exception, under both EU law and international investment law. It is therefore essential to explore these intersections as to anticipate possible scenarios in the event of both domestic court and international arbitral claims lodged by patent investors pre- and post-Brexit, having due regard for competition concerns on the side of the EU, yet referring to recent Canadian case law which opened the gate to investor-State claims in the field of intellectual property.
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 | 0.001 | 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".