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Record W4402443246 · doi:10.1080/09692290.2024.2399035

Success story or tall tale? Discursive cooperation and economic restructuring in Iceland

2024· article· en· W4402443246 on OpenAlex
Darius Ornston

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueReview of International Political Economy · 2024
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEuropean Socioeconomic and Political Studies
Canadian institutionsUniversity of TorontoGlobal Affairs Canada
FundersConnaught FundMcKnight Foundation
KeywordsRestructuringPolitical sciencePolitical economyEconomicsEconomyEconomic system

Abstract

fetched live from OpenAlex

Political economists have long recognized the power of ideas to influence economic adjustment by shaping public policy and fostering inter-firm coordination. This article extends this argument, demonstrating how ideas can have a direct and unmediated impact on economic restructuring. More specifically, it identifies discursive cooperation, or collective storytelling, as a distinct logic of collective action, separate from policy concertation and inter-firm coordination. Examining twenty first century Iceland, this article illustrates how shared narratives accelerated the country’s movement into financial services and tourism by facilitating the diffusion of new business models and attracting external resources. Absent inter-firm coordination, policy concertation, or supportive public policies, however, stakeholders struggled to invest in public goods. Instead of incremental upmarket movement, Iceland was characterized by volatile boom-bust dynamics. In illustrating the transformative power of storytelling in small open economies, this article simultaneously highlights the perils of relying on discursive cooperation alone.

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.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.894
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.021
GPT teacher head0.284
Teacher spread0.263 · 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