Analysis on Rainfall-Runoff Characteristics and Simulation of the Different Hydrologic Year Runoff of Xilin River Basin in Inner Mongolia Based on SWAT Model
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Bibliographic record
Abstract
Xilin River is a typical grassland river located in Inner Mongolia,which is a cold-arid-region in the north of China.Its basin was investigated and some necessary experiments were carried out by means of hydrological processes.The hydrological nonlinear system theory,geological statistics,remote sensing and geographic information system were used to determine the parameters that are required by SWAT.In conclusion,using SWAT to simulate the hydrological processes in the cold-arid-regions with a characteristic of snowmelt-runoff could represent different accuracies.The best fitting result between the observed and simulated data was obtained for the normal hydrologic years,the worst for the dry years,between which the accuracies were partial wet years wet yearspartial dry year.
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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 | 0.000 |
| 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 | 0.000 |
| 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