Investment decisions as mediating of fundamental and technical factors on firm value
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
This study aims to analyze the impact of fundamental and technical factors on firm value with investment decisions as a mediating variable. The samples were 12 companies at agricultural sector in the Indonesia Stock Exchange. The results show that leverage had a negative and significant effect on investment decisions and firm value. Profitability and trading volume had a positive and significant effect on investment decisions and firm value. Previous stock prices did not have any significant effect on investment decisions but a positive and significant effect on firm value. Investment decisions had a positive and significant effect on firm value. Leverage had a negative and significant effect on firm value through investment decisions. Profitability and stock trading volume had a positive and significant effect on firm value through investment decisions. Previous stock prices did not have any significant effect on firm value through investment decisions.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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