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Record W7066713934

Index of the Cycle of Money - The Case of Canada

2023· article· en· W7066713934 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

VenueScientificia - Journal of Entrepreneurship, Business and Economics · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicAdaptive optics and wavefront sensing
Canadian institutionsnot available
Fundersnot available
KeywordsIndex (typography)Circulation (fluid dynamics)Business cycleCurrencyWork (physics)Endogenous moneyFinancial crisisMoney measurement concept
DOInot available

Abstract

fetched live from OpenAlex

The purpose of this paper is to apply the theory of the monetary cycle to the case of Canada. In previous works, the economic characteristics of Latvia, Serbia, Bulgaria, Greece, Thailand, and Ukraine were determined according to the concept of the theory of the circulation of money. The money circulation index provides guidance on how an economic system should counteract a currency crisis and examines how well a country’s economy is structured. Canada's money cycle index estimates are compared to the world's average money cycle index. The results show that Canada is above the global average. Canada’s results show that it is a leading economy and can deal with an economic crisis immediately and in a very short time, as leading economies should. The methodology used is based on the analysis of theory and mathematical, statistical, and econometric results. The current work is important because it presents the strength of the Canadian economy in the face of a possible financial and economic crisis. This work comes from a project for several countries. The recent decision to impose a minimum tax of 15% on international corporations is consistent with the fixed-length principle of the theory of the monetary cycle. The money cycle index or index of the cycle of money makes it possible to address questions about the strength of the economy, considering the economy as an entity that interacts with other economies. The case of Canada shows that its economy has an index of money circulation of 0.88, which means that it is one of the excellent economies and can recover from any economic crisis in 2 to 5 years, depending on how well the authorities will respond to an economic crisis. A value of 0.1 means that it takes 2 to 5 years for an economy to recover from its strength. The ideal economy has a value of 1 on the money circulation index (index of the cycle of money). An economy with a value of 1 can respond immediately to an economic crisis, and this is an ideal level for any economy. Every 0.1 less than 1 means that the economy will take 3 to 5 years to recover. The money cycle index is a unique index that measures the strength of any economy. This work is the only work that can be found in the current bibliography on the money cycle. In addition, this paper is a unique work that shows that tax evasion does not harm the economy but causes a delay in tax revenues, and at the same time tax evasion harms the economy. Research paper Keywords: The cycle of money; Canada; Index of the cycle of money Reference to this paper should be made as follows: Challoumis, C. (2023). Index of the Cycle of Money - The Case of Canada. Journal of Entrepreneurship, Business and Economics , 11 (1), 102–133.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.266
Threshold uncertainty score0.982

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)0.0000.000

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 head0.012
GPT teacher head0.203
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