Study on Yield Increment of Diazinon by Quaternary Ammonium Salt Catalyst
Why this work is in the frame
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Bibliographic record
Abstract
The synthesis of diazinon under the action of alkali and phase transfer catalyst with 2-isopropyl-6-methyl-4-hydroxy pryim idinechop and O,O-diethyl phosphorochlorid othionate as raw materials is described,the factors influencing the reaction studied .The result indicates that,use methylbenzene as solvent,benzyl triethylammonium chloride as phase transfer catalyst, with 0.1g catalyst for 0.1mol of 2-isopropyl-6-methyl-4-hydroxy pryim idinechop ,keep the ratio of 2-isopropyl-6-methyl-4-hydroxy pryim idinechop to O,O-diethyl phosphorochloridothionate 1 to 1.1.The yield of diazinon reaches 94%.
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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) | 0.005 | 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