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Record W2119180133 · doi:10.1017/s2071832200012426

Coalition Procurement for the Reconstruction of Iraq in the Crosshairs of WTO Law: The Obligations of the United States under the WTO Government Procurement Agreement

2004· article· en· W2119180133 on OpenAlex
Dirk Pulkowski

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGerman Law Journal · 2004
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsInternational lawLawProcurementCompetition (biology)Government (linguistics)Government procurementState (computer science)Political scienceInternational trade lawSovereigntyPublic international lawInternational economic lawSovereign stateConflict of lawsInternational tradeBusinessPolitics

Abstract

fetched live from OpenAlex

Investigating the legality? Ha ha ha! That cracks me up. There is no international law that would prohibit this action by the Defense Department, nor is there any international court that France may appeal to. I of course think that this is the correct decision. Those countries who did not help win the war – who did not pay the price in blood – have no claim to the postwar profits . – Mike, Why I'm Right, Internet Forum During the Reagan administration, I helped negotiate … the “GATT Government Procurement Code”, later incorporated into the World Trade Organization's legal framework. The U.S. was the primary force behind this legal agreement. It was not motivated by altruism, but out of a belief that all signatory governments … and their respective tax payers would benefit from basing practices on economic factors rather than national favoritism. - Gene Tuttle, in response Infrastructure in Iraq lies in tatters. Unscrupulous exploitation by Saddam Hussein's dictatorial regime, burdensome economic sanctions and massive destruction during the U.S.-led military operation ‘Iraqi Freedom’ have turned Iraq into one of the world's most destitute countries. On the UN Human Poverty Index for 2003, Iraq ranks seventy-first out of ninety-six developing nations. The reconstruction of basic infrastructure is but one first step towards development and economic growth. Rebuilding Iraq's infrastructure, however, involves substantial economic interests. After all, the cake to be distributed for rebuilding Iraq is expected to exceed $100 billion. Some companies see on the horizon one of the most rewarding business opportunities “undertaken in over 50 years” At the same time, there is a growing suspicion that political or even personal biases of the United States' administration have a bigger role to play than economic reason when it comes to sharing the cake. In December 2003, Deputy Secretary of Defense, Paul Wolfowitz, announced that some of America's trading partners, among them Canada, France, Germany and Russia, would be altogether excluded from competition for major reconstruction projects in Iraq. Public opinion in Europe was quick to brand the United States an international law-breaker. Can one State simply reserve to itself the final word on the Iraqi reconstruction money?

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.379
Threshold uncertainty score0.599

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.026
GPT teacher head0.255
Teacher spread0.229 · 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