3D rotating octagonal micromirror optical scanner: design, fabrication, and assembly
Bibliographic record
Abstract
The paper present the design and the construction of a novel 3-D micromirror optical scanner for use in a swept-source optical coherence tomography (SS-OCT) that is based on external-cavity tunable lasers. The 3D rotating octagonal micromirror consists of a rotary platform, onto which the micromirrors are assembled in an octagonal configuration. The 3D optical scanner was constructed in a two stage process. It was first fabricated using surface micromachining PolyMUMPs fabrication process, and then assembled using a robotic micromanipulator system. The microassembly process is a robotic-based process based on the PKMIL system.The methodology to construct the micromirror and the design of the micromirror parts, and the results of the assembly process are presented, along with examples of prototype of the 3D micromirrors.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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".