VIRTUAL PROTOTYPING OF REACTIVE SYSTEMS IN SIDE
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
We introduce a software package, called SIDE, 1 for developing and executing control programs driving distributed reactive systems. One distinctive feature of SIDE is that it can be used as a simulator: some (or even all) components of the underlying physical system can be virtual, which makes it possible to develop the control program together with the physical system to be controlled. SIDE applications can be naturally distributed and interconnected via the Internet. In particular, control programs in SIDE can be monitored and operated from remote locations via Java applets invoked from web pages. Introduction Many real-time systems used in automated manufacturing or industrial process control depend on the use of sensors and actuators interconnected by networks. Traditionally, such networks have been highly specialized, with their hardware and software dedicated to their specific purpose. This approach was a consequence of the highly local character of these networks: there was ...
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 | 0.001 |
| 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