MétaCan
Menu
Back to cohort
Record W1554202347 · doi:10.29173/cons22028

Les changements politiques et psychologiques suscités par la guerre de Corée

2014· article· fr· W1554202347 on OpenAlexvenueno aff
H.G. Bray

Bibliographic record

VenueConstellations · 2014
Typearticle
Languagefr
FieldSocial Sciences
TopicKorean Peninsula Historical and Political Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

L’annee etait 1950. Le rideau de fer, expression devenue celebre par le premier ministre britannique Churchill, etait deja dresse. La Guerre froide venait de commencer, et la machinerie politique mondiale grondait sous les consequences accablantes d’une guerre mondiale et la tension entre deux de ses vainqueurs : l’Union sovietique et les Etats-Unis. Ces derniers, luttant ferocement pour la propagation de leurs propres idees politiques et economiques a travers le monde, controlaient chacun une moitie de la Coree avec leurs chefs politiques allies soigneusement mis en place. Mais cet equilibre a ete brise le 25 juin 1950, quand les forces armees nord-coreennes ont franchi le trente-huitieme parallele pour tenter l’unification du pays du Matin calme sous un regime communiste. Ce premier affrontement a marque le commencement d’un conflit sanglant en Coree, qui n’a pas termine qu’apres des centaines de sessions de negociation et trois annees de combats. Quoique l’issue de la guerre de Coree etait quasiment un retour au statut ante bellum, elle a eu des repercussions profondes sur la Guerre froide et sur les strategies militaires et politiques des Etats-Unis dans celle-ci.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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: Empirical
Teacher disagreement score0.155
Threshold uncertainty score0.308

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.007
Scholarly communication0.0030.002
Open science0.0000.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.149
GPT teacher head0.411
Teacher spread0.262 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueConstellationsSame topicKorean Peninsula Historical and Political StudiesFrench-language works237,207