Optimization of agricultural broken film cleaning device based on electrostatic adsorption principle
Bibliographic record
Abstract
Mulch planting and cultivation technology, known as the "second revolution" of agricultural production, is widely used in the development of agricultural production and promotes the increase of farmers' income. However, due to the difficult degradation of agricultural film materials and improper treatment methods, a large number of agricultural film fragments remain in the deep soil, causing great pollution to the soil environment. In this paper, through the analysis and research of the pollution status of agricultural broken film and the application status of agricultural film recycling device, it is proposed that the principle of electrostatic adsorption is used to adsorb and remove the small particle broken film in the deep soil, and the microwave drying technology is used to reduce the adhesion between the broken film and soil, so as to achieve the optimization of the existing device. The experimental results show that the optimized cleaning device can effectively remove the residual broken film in the deep soil, effectively reduce the white pollution in the soil, and provide a reference for the treatment of broken film pollution.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".