The soil infiltration characteristics of typical grass land in Babao River Basin of Qilian mountain
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
Using the Guelph Infiltration Meter, has carried out the investigation for the soil infiltration in typical grass land in Babao River Basin of Qilian Mountain,also based on the Kostiakov Model and Horton Model,has simulated the water infiltration characteristic. The results showed that the average soil initial infiltration rate was 1.66 cm·min-1 and the steady infiltration rate was 0.99 cm·min-1 in the Ebao sample region. The average soil initial infiltration rate was 0.47 cm·min-1 and the steady infiltration rate was 0.21 cm·min-1 in the Arou sample area. The infiltration rate was increased with the rise of the altitude.At the same time,the infiltration rate was the positive correlation with the soil moisture content. The whole infiltration process can be divided into three phases:The infiltration rate of 0~ 10 min was the rapid change stage; the infiltration rate of 10~ 30 min was slowly change phase and after 30 min the infiltration rate was gradually to reach the stability.The fitting effect of Kostiakov Model was good for the Arou sample area;but the Horton Model was suitable for the Ebao sample region.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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