Financial Stability an Imperative Condition to Develop the Enterprise Phenomenon
Bibliographic record
Abstract
The recent years research that aimed at identifying means and tools of encouraging entrepreneurship, have shown how important it is to be profoundly acknowledged and to improve the business environment as well as the investment climate. In the present paper I am focusing my studies on the impact the financial stability has on the investment climate and its pertinence to the entrepreneurship phenomenon in Romania, during the years of 1996-2012, where I make use of an aggregated index for the specific purpose of measuring the financial stability. The main objective of the present article is to highlight the important role the financial stability plays, as essential integral part of the business environment, in ensuring the most favorable context of developing the entrepreneurship phenomenon. The tests applied indicate there is a strong connection, statistically significant, between the entrepreneurship and a better business environment, financial stability having a positive impact on the financial system ability to ensure financing for new businesses, for young companies or for Small and Medium Enterprises.
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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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.001 |
| 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".