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Record W2800500447 · doi:10.1080/09592296.2018.1453983

The Clash of Historical Analogies and Their Influence on Decision-Making: The Case of Iraqi Reconstruction Under George W. Bush

2018· article· en· W2800500447 on OpenAlex

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.

fundA Canadian funder is recorded on the work.
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

VenueDiplomacy and Statecraft · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsnot available
FundersUniversité de Sherbrooke
KeywordsGeorge (robot)Administration (probate law)AnalogyForeign policyCold warPolitical sciencePeriod (music)NationalismLawHistoryAncient historyEconomic historyPhilosophyEpistemologyArt historyPoliticsAesthetics

Abstract

fetched live from OpenAlex

Contrary to the conventional wisdom in the literature on United States foreign policy, there was no consensus within the George W. Bush Administration on the parallel between the reconstruction of Iraq and that of post-Second World War Germany and Japan. Systematic analysis of available sources shows that the decision-makers drew a large number of different historical analogies—73 in all. This analysis takes a fresh look at the use of analogies regarding Iraqi reconstruction. We divide the period of April 2003 to June 2008 into four phases, in each of which a different analogy predominates—Afghanistan, Germany and Japan, the Cold War, and Vietnam. Analysis of the analogies embraced by five distinct groups within the Administration’s decision-making team—nationalist hawks, neoconservatives, administrators of Iraq, realist internationalists and the president—clarifies the affinities and tensions amongst 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.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.069
Threshold uncertainty score0.521

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 studies0.0010.001
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 head0.018
GPT teacher head0.334
Teacher spread0.316 · 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