Development of an integral optics system for a slim optical mouse in a slim portable electric device
Bibliographic record
Abstract
This paper presents the development of an integral optics system for a slim optical mouse whose operation principle in light propagation is based on total internal refection to prevent image distortion. The slim optical mouse can be applied to a portable electric device which has been becoming thinner and smaller and has a variety of functions for entertainment applications. The integral optics system was designed as a combination of an illumination system with a reflector and refractor, an object system, and a lens system with array multilevel lenses for a slim optical mouse with the thickness of 2.5mm. Fabrications were performed on photo and EB lithography, thermal evaporation by shadowing effect, FAB etching, TMAH etching, and hot embossing. The results show that this system is quite appropriate for a slim optical mouse with the measuring image performance through the lens system and light efficiency traveling to the object plane through the illumination system.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".