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The clash or cooperation of civilizations? Current reviews of Huntington’s theory from western specialists

2021· article· en· W4206734725 on OpenAlexaboutno aff
K. V. Rakova

Bibliographic record

VenueCivilization studies review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsCivilizationContext (archaeology)PoliticsPopulationPolitical scienceState (computer science)Principal (computer security)SociologySocial scienceLawHistory

Abstract

fetched live from OpenAlex

The article dwells on an issue-based thematic review of recent publications devoted to the civilizational approach of S. Huntington and his “clash of civilizations” theory in American, Canadian, British, Spanish and French academic journals, covered in the Scopus database. The author characterizes five main aspects of these articles in the context of the “Russian Civilizational Development Project”, including the inter­pretation of the facts of inter-civilizational cooperation. As a result of the content analy­sis, the author divides the studies into several groups according to the type of fundamen­tal factors considered as principal sources of modern international clashes and conflicts, such as: political and economic interests of states, strengthening of the national identity of the American population, affiliation with Orthodox civilization. Two special groups include studies, in which authors positively assess S. Huntington’s theory, but do not share his civilizational grouping of countries and offer their own classification; as well as the original empirical research on the perception of modern countries and its coalition formation by modern youth. With the aim to analyze inter-civilizational cooperation, the author examines the collective work “Clash or cooperation of civilizations?” in which scientists from different countries justify their points of view on the current state on international scene in the context of Huntington’s theory. The results of the ana­lytical review, obtained during the semi-formalized assessment using six author’s vari­ables, indicate that experts from different countries put forward arguments for and against the “clash of civilizations” concept. The academic community agrees that civi­lizational differences play an important role in the emergence of military conflicts, but do not assign priority to civilizational issues, considering political and economic inter­ests of states as the root cause of modern international conflicts.

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)0.002
metaresearch head score (Gemma)0.020
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.956
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.020
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.137
GPT teacher head0.467
Teacher spread0.330 · 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.

Study designNot applicable
Domainnot available
GenreReview

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
Published2021
Admission routes1
Has abstractyes

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