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Record W2487562334 · doi:10.1017/cbo9781316257579.013

ADF Group Inc. <i>v</i>. United States of America

2004· article· en· W2487562334 on OpenAlexaboutno aff

Bibliographic record

VenueICSID Reports · 2004
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsArbitrationTribunalJurisdictionPlaintiffLawProcurementInternational arbitrationCompulsory arbitrationNoticeBusinessPolitical science

Abstract

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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” — naftaftc 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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.767
Threshold uncertainty score0.332

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.001
Scholarly communication0.0050.003
Open science0.0010.002
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.7670.712

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.

Opus teacher head0.010
GPT teacher head0.215
Teacher spread0.205 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2004
Admission routes1
Has abstractyes

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