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Tenuous at Best

2014· book-chapter· en· W2495896666 on OpenAlexaboutno aff
William J. Rust

Bibliographic record

VenueUniversity Press of Kentucky eBooks · 2014
Typebook-chapter
Languageen
FieldArts and Humanities
TopicHistorical and Contemporary Political Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsCabinet (room)UnanimityLawPolitical scienceGovernment (linguistics)HistoryPhilosophy

Abstract

fetched live from OpenAlex

In the months after the signing of the Geneva agreement, right- and left-wing ministers in Souvanna's cabinet remained unwilling to support a government of national union. In December 1962, two months after the deadline for the withdrawal of foreign troops had passed, there had still been no ICC investigations of—much less reports on—alleged violations of the Geneva agreement. Government ministers, paralyzed by the rule of unanimous consent, could not agree among themselves over the terms of reference for fact-finding missions. The ICC, unwilling to act unilaterally, waited patiently for the outcome of the RLG deliberations. US officials harshly criticized Indian ICC chairman Avtar Singh for his unnecessary “penchant” for unanimity and Canadian commissioner Paul Bridle for his even-handed approach to his responsibilities. The basic problem with the ICC, in the view of Kennedy and his advisers, was that neither Singh nor Bridle seemed to be able to prevent the Polish commissioner, Marek Thee, “from running circles around them.”

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.066
Threshold uncertainty score0.222

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.014
Scholarly communication0.0090.009
Open science0.0010.006
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0660.025

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 head0.030
GPT teacher head0.162
Teacher spread0.133 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2014
Admission routes1
Has abstractyes

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Same venueUniversity Press of Kentucky eBooksSame topicHistorical and Contemporary Political DynamicsFrench-language works237,207