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This Issue

2024· article· en· W4398209935 on OpenAlexaboutno aff
Stephen Wilkinson

Bibliographic record

VenueInternational Journal of Cuban Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicCuban History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

This issue of the International Journal of Cuban Studies (IJCS) was prepared in the early Spring of 2024.Readers would be reminded that this was the time when the US presidential election cycle was still in the primary process, the genocidal bombardment and invasion of Gaza was still underway, and the second anniversary of the Russian military action in Ukraine was being marked.Unsurprisingly, in Cuba, all of these events were topics of discussion because they all, in one way or another, had portentous implications for the future of the revolution.Judging how the shifting sands of the geopolitical landscape might affect the island is one of the key purposes of this journal and to that end, while acknowledging these external forces are not overtly discussed in this edition, we offer these articles to provide context and background to the evolving political and economic developments in Cuba at this worrying juncture for the world.What they suggest is that despite the cleavages that are widening between Cuba's allies (Russia, Iran, and China) and its neighbours (the US and Canada) there are very significant reasons to suppose that world trends will not affect the bilateral relationships that much.Marcel Kunzmann is a young researcher who recently joined the editorial board of the IJCS, and he has contributed a highly detailed and cogently argued Special Report on the economic situation he found in the island on an extended visit there in January and February.He writes that Cuba has now passed the phase of timid "reform socialism" and is facing the challenge of developing a new form of relationship between plan and market.He suggests the process must become one of reform "with Cuban characteristics" that definitively puts the island on the stated the long-term goal of a "prosperous and sustainable socialism".This will require rethinking decades-old structural economic challenges.The outcome of this huge endeavour may not be certain, he concludes, but if Cuba does achieve success, it would not be the first time that Caribbean socialism has surprised the world.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.832
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 studies0.0000.000
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 head0.064
GPT teacher head0.441
Teacher spread0.377 · 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
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
Published2024
Admission routes1
Has abstractyes

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