Sequential Waves in a Modified Belousov−Zhabotinsky Medium
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Bibliographic record
Abstract
Pattern formation is investigated in a modified ferroin-catalyzed Belousov−Zhabotinsky (BZ) reaction under the conditions where the stirred system exhibits sequential oscillations. In accord with the temporal dynamics, sequential waves which are separated by a long quiescent time during which the system does not support any wave activity are achieved, providing the first experimental evidence of the connection between revival wave formation and dynamics of sequential oscillations. The initial wave and quiescent window, which last for several hours, are characterized as a function of 1,4-cyclohexanedione, sulfuric acid, and bromate concentrations. In addition to the strong photosensitivity, where both the initial and revival waves can be quickly quenched by illumination, this modified BZ medium also exhibits the potential of producing complex spatiotemporal behavior such as waves with anomalous dispersions.
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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 | 0.001 | 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 | 0.001 | 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