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Record W4328097151 · doi:10.54691/bcpbm.v40i.4403

Relationship Between GDP and Inflation Rate

2023· article· en· W4328097151 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueBCP Business & Management · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicMonetary Policy and Economic Impact
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsInflation (cosmology)EconomicsDeflationMonetary economicsRecessionReal interest rateInvestment (military)Financial intermediaryEconomic stabilityReal gross domestic productMacroeconomicsMonetary policy

Abstract

fetched live from OpenAlex

In history, inflation has appeared many times. For example, the Recession. Also, GDP inflation and deflation occur from time to time. However, there is little research about the relationship between inflation and GDP. Therefore, this paper wants to investigate how inflation is associated with GDP. However, there is no linear relationship between these two factors. Investment managers must discover a degree of awareness that aids their decision-making without overwhelming them with superfluous information. Discover the implications of inflation and GDP on the marketplace, the business, and the investment. Innovative banking variations across nations, or within a nation and over time, influence how inflation impacts economic growth. Smaller intermediaries costs mean that inflation has a negative production less than in higher-cost nations, and comparable effects apply within the same nation when intermediation prices shift over time. Inflation's impacts on growth have long been debated, both conceptually and experimentally. In contrast to several financial concerns, where the issue is frequently whether a particular impact or no impact exists, there are consistent theories that indicate inflation can have a favorable, unfavorable, or no influence on economic growth. As a result, it appears to be a perfect condition for testing different ideas against evidence.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.031
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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.003

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 head0.148
GPT teacher head0.251
Teacher spread0.103 · 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