Effects of Different Control Measures on Bemisia tabaci' Population and Cucumber Output
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
An experiment was carried out in the cucumber field, the results showed that the index of population development trend(I-value) of B. tabaci in the natural control area was 11.459 9. Because of the resistance of B. tabaci to organophosphorous insecticides and insecticides' harmfulness to the natural enemies, the population of B. tabaci was more resurgent in the chemical control area than that in the control area, I-value of B. tabaci in the chemical control area reaches 13.6220. In the ecological control area, I-value of B. tabaci was only 0.336 5.The cucumber outputs in the natural control area, chemical control area and ecological area were 0.111 7, 0.101 7 and 1.081 6 kg/per plant respectively.
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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 | 0.001 |
| 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