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Record W1578403430 · doi:10.22004/ag.econ.16929

THE SECTION 301 ACTION AND EFFECTS OF THE CANADIAN WHEAT BOARD ON U.S. HARD RED SPRING AND AMBER DURUM WHEAT

2004· article· en· W1578403430 on OpenAlexaboutno aff
William W. Wilson, Bruce L. Dahl

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgricultural safety and regulations
Canadian institutionsnot available
Fundersnot available
KeywordsSpring (device)CommissionInternational tradeFree trade agreementGovernment (linguistics)Political scienceEuropean commissionAgricultural economicsBusinessEconomicsFree tradeLawEngineeringEuropean union

Abstract

fetched live from OpenAlex

Another trade dispute was initiated in 2001 involving parties in the United States against the Canadian Wheat Board (CWB). This trade dispute was initiated by concerns raised by the North Dakota Wheat Commission, and represented through their council and experts. Compared to previous trade disputes, this one differs in that it focused on trade practices both within North America and in third countries and it included both hard red spring (HRS) and durum wheat. Ultimately these concerns were deemed legitimate by the U.S. International Trade Commission (ITC), and the Special Trade Representative (STR) concurred. Most important was that an affirmative decision was reached in the early stages of the action, as well as a determination that the CWB acts as an arm of the Government of Canada.

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 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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.926
Threshold uncertainty score0.930

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 science0.0000.000
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 head0.010
GPT teacher head0.183
Teacher spread0.173 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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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