Adhesive mechanical fastener design for use in microassembly
Why this work is in the frame
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Bibliographic record
Abstract
We present an adhesive mechanical fastener design used to construct three-dimensional micro devices. The fastener design includes adhesive bonding and self-alignment mechanisms. A micro probe that bonded to a robotic micromanipulator is employed to pick up and accurately deposit adhesive to a target location. Self-alignment mechanisms are introduced to increase the positioning accuracy. A curing light is applied to harden the adhesive. The cured adhesive keeps the assembled micropart into its position and provides a strong mechanical joint. By using conductive adhesive, a reliable electrical connection is achievable. The adhesive mechanical fastener only requires simple operations, and could reach reliable connections and high positioning accuracy, which is important to automatic microassembly. To demonstrate the feasibility of this method, many three-dimensional MEMS devices have been assembled, which include a three-dimensional rotary optical switch.
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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) | 0.000 | 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