Plaquette: An Object-Oriented Framework for Embedded Signal Processing in Interactive Media
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
Plaquette is an object-oriented C++ framework for interactive media on embedded systems, supporting a wide range of platforms including AVR, ARM, ESP32, SAMD, and STM32.It provides a signal-centric architecture and a suite of modular abstractions (oscillators, filters, units, and scheduling engines) that simplify the design of time-based behaviors.Its expressive syntax allows fast prototyping with multiple sensors, actuators, and real-time processes, enabling researchers as well as creative practitioners to experiment with and design complex physical computing systems.Beyond its technical contributions, Plaquette serves as a bridge between scientific research and creative practice.Its application to interdisciplinary projects involving affective biofeedback and robotic behaviors demonstrates how the framework's flexible and robust infrastructure supports creativity and experimentation across interactive media.
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 | 0.006 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| 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