Long-Term Profile and Sediment Morphodynamics: Field Research Facility Case History
Bibliographic record
Abstract
18.Wave heights and periods have been collected at the FRF on a continuous basis at various gages.Gage 625, a Baylor wave staff located near the end of the research pier (Figure 2), was used in this study, since it had the most complete data during the study period.Data were sampled at 4 Hz, every 6 hr for 20 min, with hourly readings during storms (Howd and Birkemeier 1987).During some storms, Gage 625 was in the breaker zone and gave breaking wave readings.During these times and when the gage was otherwise inoperable, data were transformed into the pier from Gage 620, a Waverider buoy located in 18 m of water, some 2.1 km eastward from the baseline on the dune, directly in line with the pier (Birkemeier et al. 1985).These data were transformed into the depth of the pier using a method developed by Hallermeier (1983).19.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 0.002 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".