CHARACTERISING LONG WAVE AGITATION IN THE PORT OF NGQURA USING A BOUSSINESQ WAVE MODEL
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Bibliographic record
Abstract
This paper summarises an investigation of long waves at the port of Ngqura, South Africa. An analysis of simultaneous wave measurements from both outside and inside the port has provided insight into long wave agitation at the port. The analysed wave data were also used to calibrate a Boussinesq wave model. It was found that the geometry of the port induced standing long waves at certain resonant frequencies. The resonant long waves were further identified and visualised over the full port domain by use of the calibrated Boussinesq wave model, with a white noise signal as input. Reflections from the adjacent beach as well as simultaneous multiple resonant modes within the port were found to provide complex oscillation characteristics which this study was able to describe, facilitated by three-dimensional temporal spectrograms and band-pass filtering techniques.
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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) | 0.000 | 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