Double stage FPCB scanning micromirror for laser pattern generation
Bibliographic record
Abstract
This paper presents a double stage FPCB (Flexible Printed Circuit Board) electrostatic parallel plate (DSFP) micromirror. It is designed and fabricated base on mature commercial FPCB processes with low cost. The DSFP micromirror includes a FPCB moving electrode in the middle, two identical FR4 PCB fixed electrodes on both sides and a silicon mirror plate with aluminum coating. Compare with conventional MEMS micromirrors, it has much lower cost, shorter fabrication cycle and higher mirror surface quality. The performances of DSFP micromirror are modeled by Finite Element Analysis (FEA) software ANSYS. Prototypes are fabricated and tested. It can reach 3.25° average rotation angle with 100 V sinusoidal driving at 117 Hz resonance.
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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 | 0.000 | 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 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".