The Structure Design of a New Kind Powder Dispenser
Why this work is in the frame
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Bibliographic record
Abstract
Aiming at the problems of older people often forget to take medicine or take the mistake dose, The structure of an powder dispenser was designed, which was composed of a powder storage device, a powder delivery device, a powder collection device, a powder weighing device, a water heating device, a powder preparation device and a drug delivery device. The medicine dispenser is equipped with three reminding alarm clocks to meet the user's medication needs in three different time periods: morning, noon and evening. the alarm sounds, and the user only needs to press the corresponding powder button to realize the medicine out. The device can help the elderly and children simplify the steps of taking powdered medicines, prevent safety accidents such as burns when taking the powdered medicines, and enable the elderly and children to obtain the prepared medicines with one button and drink them directly.
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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 | 0.001 |
| 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 it