MétaCan
Menu
Back to cohort
Record W3037766396 · doi:10.17130/ijmeb.756875

KAMU HARCAMALARI EKONOMİK BÜYÜME İÇİN DESTEK Mİ? ENGEL Mİ? G7 ÜLKELERİNDE ASİMETRİK NEDENSELLİK TESTİ

2020· article· tr· W3037766396 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Management Economics and Business · 2020
Typearticle
Languagetr
FieldSocial Sciences
TopicTurkish Urban and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

There are quite different views on the direction and magnitude of the causal relationship between public expenditures and economic growth. According to classical economics, expansionary fiscal policies negatively affect economic growth, but Keynesian economics adopts that public expenditures will increase income through the multiplier mechanism. On the other hand, the Ricardian Equivalence Hypothesis argues that the increase in public expenditures will not affect economic growth. The Wagner Hypothesis assumes a relationship from economic growth to public expenditures. The relationship between these variables are very important in terms of determining the macroeconomic policies. This study examines the causality relationship between public expenditures and economic growth with the Hatemi-J (2011;2012) asymmetric causality test for the G7 countries based on the data from the period of 1950-2011. According to the findings, while there is a causality relationship from public expenditures to economic growth in Germany, United Kingdom, Italy, Japan, and Canada. There is a causal relationship from economic growth to public expenditures in Japan and U.S. There is no causal relationship between these variables in France.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.817
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
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 head0.035
GPT teacher head0.262
Teacher spread0.227 · 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