Formula of Investment Success: Comparative Analysis of Legislation for Investment Activities Development
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.
Bibliographic record
Abstract
Investments are an integral part of the modern economy, as they contribute to making a profit and achieving a positive effect. Therefore, the author chose this topic for study. The main purpose of the work is to determine the investment success, using the example of development of investment activities of the United States and Japan. The author found that 74% of all direct foreign investment of the United States is investment in developed countries, where you can get a good profit. First of all, American business invests in the Netherlands, Britain, Luxembourg, Canada, Ireland. Having studied the issue of investment success, the author derived a formula that promotes development. It includes liberal legislation, a government collegial body, additional mechanisms, free economic zones, access to the global market and internal potential. These components contribute to the development of investment activities.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it