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Record W44005096 · doi:10.3138/cjh.43.1.69

Grasping at the Whirlwinds of Change: Transitional Leadership in Comparative Perspective. The Case Studies of Mikhail Gorbachev and F.W. de Klerk

2008· article· en· W44005096 on OpenAlexvenueno aff
Elaine MacKinnon

Bibliographic record

VenueJournal of History · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicSouth African History and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsMemoirPerspective (graphical)PoliticsSoviet unionPower (physics)Political sciencePrismConstruct (python library)Political economySociologyLawPhysicsMathematicsGeometryOpticsComputer science

Abstract

fetched live from OpenAlex

This article makes a comparative analysis of transitional leadership through the case studies of Mikhail Gorbachev in the Soviet Union and F.W. de Klerk in South Africa. It examines through the prism of their political memoirs how each were able to initiate monumental change in their respective systems, but then could not hold onto power in the new political environments they helped to create. Each thought that he could construct a system that could blend old and new without negating the entire legacy of the past. Yet, each reached a point where the momentum of change pushed beyond the limits of his outlook and experience. What made Gorbachev and de Klerk able to launch change in the first place eventually made it difficult for them to function as leaders for the new age and made it difficult for people to accept them as such. Their memoirs provide poignant insight into the factors that not only enabled both of these men to become reformers, but also inhibited their capacity to become true revolutionaries.

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.064
Threshold uncertainty score0.707

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 studies0.0000.002
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 head0.460
GPT teacher head0.359
Teacher spread0.102 · 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 designQualitative
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

Citations1
Published2008
Admission routes1
Has abstractyes

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