Effects of Amorpha fruticosa on soil physical composition and nutrient content
Bibliographic record
Abstract
Taking Amorpha fruticosa with different cultivation ages in Southern Mu Us desert as objectives,a study was made on the physical composition and nutrient content of soil under A.fruticosa,and correlation between soil nutrients and dust particles were analyzed.The results showed that refined degree of soil under A.fruticosa increased gradually with the increasing of A.fruticosa cultivation ages.For example,the refined degree of surface soil(0-10 cm) was 1951197619832005,and dust particles content of A.fruticosa planted in 1951 was 4.3%.pH values of vertical soil profile in A.fruticosa decreased from bottom,and pH value of surface soil(0-10 cm) was the lowest.pH values of the same soil layer reduced with the increasing of cultivation ages.All nutrients content(except of total K and NH4+-N) of soil(0-20 cm) increased in varying degrees.The content of organic carbon,total N,NO3——N,total P and rapid available P increased with the increasing of cultivation ages,while there was no apparent regularity in content of NH4+-N and total K.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".