MétaCan
Menu
← Back to cohort
Record W1604026169

THE INTERNATIONAL MONETARY FOND AS A CREATOR OF THE GLOBAL FINANCIAL SYSTEM

2012· article· en· W1604026169 on OpenAlexaboutno aff
Violeta Spaseska Kitanovic, Saso Kozuharov

Bibliographic record

VenueUTMS Journal of Economics · 2012
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Financial Crisis and Policies
Canadian institutionsnot available
Fundersnot available
KeywordsWorld War IIRecessionQuarter (Canadian coin)UnemploymentEconomicsGreat DepressionPopulationFinancial crisisGlobal recessionCapitalismEconomyEconomic historyEconomic policyPolitical scienceEconomic growthKeynesian economicsHistoryPoliticsSociology
DOInot available

Abstract

fetched live from OpenAlex

IMF and World Bank were created after the Second World War as a result of monetary and fiscal Conference of the United Nations (UN) in the Bretton Wood, New Hampshire in July 1944. This conference was part of the efforts to finance the construction of Europe which was destroyed in the Second World War, and to protect the world from further economic depressions. The decision that was reached at Breton Wood was influenced by the global economic depression which had affected the world in the yearly thierties.That was the biggest crisis that with with the capitalism confronted. The unemployment grew with tremendous speed and for a short time period almost one quarter quarter of the U.S. working-age population was unemployed. English economist John Maynard Keynes claimed that the cause of economic recession is insufficient demand.

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)0.004
metaresearch head score (Gemma)0.008
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: none
Teacher disagreement score0.015
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.004
Science and technology studies0.0030.005
Scholarly communication0.0150.009
Open science0.0010.003
Research integrity0.0050.010
Insufficient payload (model declined to judge)0.0060.003

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 head0.018
GPT teacher head0.210
Teacher spread0.192 · 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

Citations1
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueUTMS Journal of Economics→Same topicGlobal Financial Crisis and Policies→French-language works237,207→