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Record W4415431738 · doi:10.24043/001c.146015

Understanding Growth Policies and Economic Success: Iceland and Malta, 1945-1980

2025· article· en· W4415431738 on OpenAlexvenueno aff
Sigfús Jónsson, Dominic Fenech, Guðmundur Hálfdanarson

Bibliographic record

VenueIsland Studies Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIsland Studies and Pacific Affairs
Canadian institutionsnot available
Fundersnot available
KeywordsThrivingIcelandicIndependence (probability theory)PoliticsScholarshipGovernment (linguistics)

Abstract

fetched live from OpenAlex

This paper analyses how the small European island nations of Iceland and Malta transitioned from economic dependence to thriving development between 1945 and 1980. Both faced significant challenges during this era, marked by postwar global and European political volatility. In 1945, the newly established Republic of Iceland exhibited a significantly stronger economy than the non-sovereign island of Malta. The economy of Malta, which gained independence in 1964, grew faster than the Icelandic economy in the 1960s and 1970s despite a significantly lower output. By 1980, Malta had narrowed the output gap with Iceland. The paper examines the factors that contributed to the different growth rates of the two island economies during the period under review. Selected growth policies and plans adopted by both governments will be examined and compared, along with shifts in their respective political emphases, based on analytical frameworks and scholarly perspectives of dependency theory, small island studies scholarship and comparative political economy.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.542
Threshold uncertainty score0.998

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 studies0.0030.001
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 head0.066
GPT teacher head0.334
Teacher spread0.269 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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