Exploration on Interactive Relationships among Housing Prices,Investments in Real Estate Development and Inflation
Why this work is in the frame
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Bibliographic record
Abstract
Based on the theoretical analysis of the interactive relationships among housing prices,investments in real estate development and inflation,a series of assumptions are put forward.And on the basis of Granger causality test and VAR model,empirical studies are developed with China's quarterly data from the first quarter of 2001 to the fourth quarter of 2008.The results indicate that housing prices have significant impact on investments in real estate development and inflation;the influences of investments in real estate development on housing prices and inflation are little;inflation has little effect on housing prices,but has much effect on investments in real estate development;investments in real estate development and inflation almost have the same impact on the housing prices;the effect of housing prices on investments in real estate development is greater than that of inflation.
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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 | 0.000 |
| 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 | 0.000 |
| 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 it