ADF Group Inc. <i>v</i>. United States of America
Bibliographic record
Abstract
449 Arbitration — Arbitral procedure — Place of arbitration — icsid Additional Facility arbitration pursuant to Chapter 11 of nafta — Canada or United States — Standard of review of international arbitration in both countries similar — Convenience of parties and Tribunal — Arbitration conducted at icsid headquarters — Neutrality as between parties Arbitration — Documents — Disclosure — Documents available to the public on reasonable inquiry — Whether requiring to be specifically disclosed — Test of necessity — Arbitration (Additional Facility) Rules, Article 41(2) Jurisdiction — Alleged breach of nafta Article 1103 asserted in course of pleadings — Article 1103 not mentioned in Notice of Intention to arbitrate — Whether Tribunal deprived of jurisdiction over Article 1103 claim — nafta , Article 1119 Jurisdiction — Over “incidental or additional claims” — How related to primary claim — Requirement of close relationship or connection — Claimant failing to present evidence of such connection — Absence of jurisdiction — Arbitration (Additional Facility) Rules, Article 48(1) Discrimination — Local manufacture requirement — Applicable equally to local as to foreign suppliers — No showing of discrimination in law or fact nafta , Article 1102 nafta — Domestic content requirement — Whether excluded from nafta Article 1106 as procurement by a Party — Whether federal funding programme involves procurement — Whether procurement by component State “procurement by a Party” — ilc Articles on Responsibility of States for Internationally Wrongful Acts, Article 4 — nafta , Article 1108, Annex 1001.1a-3 Foreign investment — Investment protection — “Full protection and security” — nafta ftc Interpretation of 31 July 2001 — Whether binding on Chapter 11 Tribunals — Meaning of Interpretation — Requirement on Claimant to show that treatment violated a specific rule of customary international law relating to foreign investment — nafta , Articles 1105(1), 1132 nafta — Domestic content requirement — Whether violating contemporary standards of international law embodied in Article 1105(1) — Whether idiosyncratic, aberrant or arbitrary nafta — Most-favoured-nation treatment — Onus of proof — mfn treatment not applicable to governmental procurement — nafta , Articles 1103, 1108(7)(a) Costs — Costs against defeated Claimant — Nature and complexity of proceedings — Costs shared equally between parties
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".