The Effects of Cash Flow Uncertainty and Working Capital on Non-Cash Flow Shock Returns
Why this work is in the frame
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Bibliographic record
Abstract
According to the findings of Elton et al. (1999) study, the stock return consists of several components which among them is the cash flow shock return. This means that in prior research, stock return variable were investigated regardless of cash flow shocks. This study investigated the influence of cash flow uncertainty and working capital on non-cash flow shock returns. In this regard, data were gathered from a sample of companies listed on Tehran Stock Exchange from 2004 to 2013. The research hypotheses were examined by multiple regressions. The research results showed that there is a significant relationship between working capital and non-cash flow shock returns. In addition, there is no significant relationship between cash flow uncertainty and non-cash flow shock returns.
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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 | 0.001 | 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 | 0.001 | 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