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Mervyn Bain and Chris Walker (eds.). Cuban International Relations at 60. Reflections on Global Connections

2023· article· en· W4389747661 on OpenAlexaboutno aff
Al Campbell

Bibliographic record

VenueInternational Journal of Cuban Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCuban History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsHistoryAnthropologyGeographySociology

Abstract

fetched live from OpenAlex

Most readers of this book review, in this journal, will be sympathetic to the position of this reviewer that "revolutionary Cuba does many things differently", regardless of if they find those things good, bad, or just interesting.This is true for health care, education, disaster preparedness, the economy, social participation, their system of government, and on and on … and in particular relative to this book, its international relations.This edited collection of 14 chapters came out of the conference "Cuba's Revolution at 60" at Dalhousie University in the fall of 2019.On the one hand, the material in this book thoroughly supports the position that "Cuba's international relations are different".On the other hand, the works in this collection are each rich in detail on their specific topic.A fundamental question in the background of this and all studies of revolutionary Cuba's intentional relations is why Cuba has "such [a] disproportionally large international profile" (p.277) for a relatively small (11.2 million) and economically weakly developed country, why "Cuba's level of engagement with the world throughout its sixty-year revolutionary period is extraordinary" (p.275).This is an example of exactly what was brought up in the opening paragraph of this review, of Cuba doing something different from "the norm".What I will argue here, using a frame for thinking about Cuba's international relations from the introduction to this work, is that what makes Cuba's international relations so different from the norm for a country of its size and level of economic development is exactly what is at the root of most of "the things that revolutionary Cuba does differently".This is the 60-year revolutionary process within which it carries out everything that it does.

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)0.001
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.291
Threshold uncertainty score0.916

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 studies0.0010.000
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 head0.102
GPT teacher head0.444
Teacher spread0.342 · 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 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
Published2023
Admission routes1
Has abstractyes

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