TRIAXYS Next Wave II Directional Wave Sensor The evolution of wave measurements
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
The TRIAXYS™ Directional Wave Sensor, manufactured by AXYS Technologies Inc. (AXYS), has been a leading technology for directional wave measurements since its inception in the late 1990's. Product improvements have been made over the years related to the onboard micro-processor, but the technology surrounding the acquisition of raw motion data for analysis of vertical displacement, and north and east velocities in six degrees of freedom has not changed, until now. The latest release of the sensor, the TRIAXYS Next Wave II Directional Wave Sensor, will utilize a new inertial sensor to capture the raw motion data for wave analysis using the same techniques that have made the sensor a world leading technology. The sensor will carry additional features including a smaller size, lower power requirements, and improved ranges and accuracies.
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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) | 0.001 | 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