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
Abstract This article analyses the ICJ, one of the most eminent actors of the international legal regime, as an actor of the international tax regime. So far, the ICJ’s role in tax dispute resolution has been a blind spot in the literature. The descriptive part of this article first discusses the case law of the PCIJ and ICJ that considers – albeit incidentally – questions of taxation. These tax-related cases are categorized as (i) ‘wrongful taxation’ constituting the subject matter of the dispute; (ii) taxation as evidence for a ‘genuine link’ between the state and a national; or (iii) taxation as an ‘ effectivité ’ to prove the de facto exercise of state authority over a given territory. The second half of the descriptive analysis assesses the Court’s jurisdiction over tax disputes. Tax treaties usually lack compromissory clauses. Yet, there are a number of jurisdictional bases that vest the Court with the competence to sit over hypothetical tax treaty disputes, although certain reservations may render the Court’s jurisdiction residual to other means of tax dispute settlement. Further, Article 344 TFEU possibly precludes EU member states from initiating ICJ proceedings concerning tax treaty disputes with other EU states. The second, normative part of this article contemplates the Court as a future ‘World Tax Court’. It briefly addresses (i) possible effects of the ICJ’s hypothetical involvement in tax disputes; (ii) whether the ICJ might have a future role in tax dispute settlement in light of recent developments; and (iii) whether it is even desirable to involve the Court in tax disputes.
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.
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 | 0.001 |
| Open science | 0.001 | 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