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Record W309379351

Public Diplomacy: Lessons from King and Mandela

2005· article· en· W309379351 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.

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

VenuePolicy review · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicLeadership, Human Resources, Global Affairs
Canadian institutionsnot available
Fundersnot available
KeywordsDiplomacyPublic opinionChinaQuarter (Canadian coin)Middle EastAdversarial systemPolitical sciencePublic diplomacyDemographyLawGeographySociologyPolitics
DOInot available

Abstract

fetched live from OpenAlex

AMERICA HAS AN image problem. While the problem is serious, it is complicated by more variation than is usually ascribed to it. For example, according to the Pew Global Attitudes Survey of June 2005, the image [is] up slightly, but still [is] negative. This variation is further reflected by the fact that in two of the world's potentially most important triangular relationships--namely, those between China, Japan, and the U.S. and between India, Pakistan, and the U.S.--it is the United States that is regarded as most friendly by the other two members of each triad. America's image problem is especially acute in the Middle East and among predominantly Muslim populations. Recent polls highlight the depth and breadth of the animus. In 2002, Gallup conducted a poll of nearly 10,000 residents in nine Muslim By an average of more than 2:1, respondents reported an unfavorable view of the United States. The prevalence of an unfavorable view in Iran is unsurprising because that country has had an adversarial relation with the United States for more than 20 years. More troubling are the results from ostensible allies. Only 16 percent of respondents in Saudi Arabia, supposedly one of America's long-standing allies in the region, held a favorable view, while 64 percent reported an unfavorable view. Results from Kuwait were even more disconcerting. In a country that the United States waged war to liberate a decade earlier, only slightly more than a quarter of those polled expressed a favorable view of the United States. This displeasure cannot be easily dismissed as vague and loose views held by those in remote lands whose attitudes and behavior are immaterial to the U.S. It may not foreshadow calamitous outcomes for the U.S., but it hardly provides reassurance that such outcomes will not ensue. As President George W. Bush plainly stated the task, We have to do a better job of telling our story. That is the job of The term public was first used in 1965 by Edmund Gullion, a career foreign service diplomat and subsequently dean of the Fletcher School of Law and Diplomacy at Tufts University, in connection with establishment at the Fletcher School of the Edward R. Murrow Center for Public Diplomacy. The Department of State now defines public as government-sponsored programs intended to inform or influence opinion in other countries. But it can perhaps best be understood by contrasting its principal characteristics with those of diplomacy. First, diplomacy is transparent and widely disseminated, whereas official diplomacy is (apart from occasional leaks) opaque and its dissemination narrowly confined. Second, diplomacy is transmitted by governments to wider, or in some cases selected, (for example, those in the Middle East or in the Muslim world), whereas official diplomacy is transmitted by governments to other governments. Third, the themes and issues with which official diplomacy is concerned relate to the behavior and policies of governments, whereas the themes and issues with which diplomacy is concerned relate to the attitudes and behaviors of publics. Of course, these publics may be influenced by explaining to them the sometimes-misunderstood policies and behavior of the U.S. government. Additionally, to the extent that the behavior and policies of foreign governments are affected by the behavior and attitudes of their citizens, diplomacy may affect governments by influencing their citizens. In this article, we consider how to inform and persuade foreign publics that the ideals that Americans cherish--such as pluralism, freedom, and democracy--are fundamental human values that will resonate and should be pursued in their own Associated with this consideration are two questions that are rarely addressed in most discussions of diplomacy: Should the U. …

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.978
Threshold uncertainty score0.897

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.191
GPT teacher head0.413
Teacher spread0.222 · 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