<title>CCD sensor and camera for 100 Mfps burst frame rate image capture</title>
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
CCD sensor capable of 100 Mfps (millions frames per second) burst rate has been designed, fabricated and tested. ILT-architecture sensor can capture 16 successive frames with 64x64 pixels and down to 10 ns time resolution. Each pixel consists of a photosite and 16 storage elements arranged in two separate CCD shift registers of 8 elements each. The shift registers connect continuously (and serially) from pixel to pixel to form a column. During burst integration, charge from the photosite is read out alternatively upward and downward into storage elements. During readout time, the photosite is reset while previously integrated charge packets are transferred into horizontal CCD registers located at opposite sides of the sensor. Lag as low as 10% at 100Mfps burst frame rate has been demonstrated. To compensate for low fill factor, microlens array is attached to the die.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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