The reflux phase in monetary circuit theory and stock–flow consistent models
Bibliographic record
Abstract
Stock–flow consistent (SFC) modelling and monetary circuit theory (MCT) have many similarities. However, an important difference concerns the reflux phase, during which the credits issued by banks are repaid. This phase is constitutive of MCT models, but does not generally appear explicitly in SFC models. The authors propose here to develop an SFC model in which the bank loans issued at the beginning of a period are explicitly repaid at the end of it. The repayment of long-term bank loans financing investments will then represent a leakage outside the monetary circuit and affect the level of aggregate demand and the dynamics of the model. The authors show that considering these repayments could have a lasting effect on corporate profits, corporate indebtedness, and growth of production. This result suggests that it could be interesting to focus more on the reflux phase within SFC models, taking inspiration from MCT.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".