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Record W2138967733 · doi:10.1080/01636600903418678

Kim Jong-il's Successor Dilemmas

2010· article· en· W2138967733 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

VenueThe Washington Quarterly · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicKorean Peninsula Historical and Political Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDiplomacyFamineChinaPolitical scienceRefugeeSuccessor cardinalEliteEconomic historyMedia studiesHistoryPoliticsSociologyLaw

Abstract

fetched live from OpenAlex

Click to increase image sizeClick to decrease image size Notes 1. These three scenarios are sketched in Paul Stares and Joel Wit, “Preparing for Sudden Change in North Korea,” Council Special Report, no. 42 (New York: Council on Foreign Relations, January 2009). 2. See Hazel Smith, Hungry for Peace: International Security, Humanitarian Assistance, and Social Change in North Korea (Washington, D.C.: U.S. Institute of Peace, 2005); Stephan Haggard and Marcus Noland, Famine in North Korea: Markets, Aid, and Reform (New York: Columbia University Press, 2007). 3. For example, to the U.S. funded South Korean services of Radio Free Asia and Voice of America, a newly-established South Korea-based radio station targeting North Korea is Open Radio for North Korea. In addition, the Japan-based Rimjingang magazine has featured reporting from within North Korea by North Korean journalists since 2008 and a newly published Korean-language journal has been organized as a venue for discussion among North Korean refugees with elite backgrounds. In the course of covering North Korea's food situation, the South Korean nongovernmental organization, Good Friends, publishes a regular newsletter that features stories of local-level conditions faced by average North Koreans. 4. See Scott Snyder, “Changes in Seoul's North Korean Policy and Implications for Pyongyang's Inter-Korean Diplomacy” (paper, British Columbia, Canada, June 25–26, 2009) (presented at University of British Columbia conference on North Korea “Emerging Issues of North Korean Foreign Policy”). 5. See Stephan Haggard and Marcus Noland, “What To Do About North Korea: Will Sanctions Work?” The Oriental Economist 77, no. 7 (July 2009): 11–12, http://www.orientaleconomist.com/documents/haggard_noland_nkorea.pdf. 6. See Jacques Hymans, The Psychology of Nuclear Proliferation: Identity, Emotions, and Foreign Policy (Cambridge, UK: Cambridge University Press, 2006). 7. Statement by H.E. Pak Kil Yon, Vice-Minister of Foreign Affairs, Chairman of the Delegation of the Democratic People's Republic of Korea, UN General Assembly, New York, September 28, 2009, http://www.un.org/ga/64/generaldebate/pdf/KP_en.pdf (press release). 8. The other categories are “sportsmanlike nationalist” (open to cooperation, but still prideful), “sportsmanlike subaltern” (open to cooperation, not prideful), and “oppositional subaltern” (not open to cooperation, but not prideful or nationalistic). 9. See Marcus Noland, North Korea After Kim Jong-il (Washington, D.C.: Peterson Institute for International Economics, January 2004). 10. Smith, Hungry for Peace, pp. 77–100. 11. James B. Steinberg, “Engaging Asia 2009: Strategies for Success,” (speech, National Bureau of Asian Research, Washington, D.C., April 1, 2009), http://www.state.gov/s/d/2009/121564.htm. Steinberg's comments reflect a broad U.S. aspiration and do not address possible U.S. policy directions in the event of a contingency on the Korean peninsula. 12. For a detailed and comprehensive review of the challenges the United States and South Korea will face in managing a contested and/or failed succession process, see See-Won Byun, North Korea Contingency Planning and U.S.–ROK Cooperation (Washington, D.C.: The Asia Foundation, September 2009), http://www.asiafoundation.org/resources/pdfs/DPRKContingencyCUSKP0908.pdf. Additional informationNotes on contributorsScott SnyderScott Snyder is an adjunct senior fellow for Korean Studies at the Council on Foreign Relations and director of the Center for U.S.–Korea Policy at The Asia Foundation. The opinions and conclusions of this paper represent the author only, and do not reflect positions of the organizations with which he is affiliated

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.923
Threshold uncertainty score1.000

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 studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.015
GPT teacher head0.282
Teacher spread0.267 · 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