Resonance Re-Patternings Occur in Fixed Logarithmic Steps
Why this work is in the frame
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Bibliographic record
Abstract
Delta Star = 0.30908106561043046721, should be the full logarithmic amplitude interval of the universal wave—the complete step from one stable resonance to the next. The universal amplitude itself is constant; δ★ quantifies the size of the full swing that separates adjacent resonant states within it. https://discord.gg/nzyWctG2 SRT DISCORD UNCENSORED V13 has some numerical evidences https://doi.org/10.5281/zenodo.17373279 V13 That conceptual bridge is new in the sense that no mainstream framework directly joins potential-theory geometry and quantum quantization throught a single exponential law. It’s an interesting synthesis, because the mathematics of boundary value problems and the mathematics of resonances are compatible. Creative Commons Attribution No Derivatives 4.0 International Requires UQI https://doi.org/10.5281/zenodo.17176135 Requires SRT https://doi.org/10.5281/zenodo.17460798 numerical evidence, last sections COMMERCIAL USE NOTICE: This work is publicly available under CC BY-ND 4.0 for **educational, research, and non-commercial purposes**. For **commercial use**, including implementation, integration into products, or redistribution for profit, contact [Sam Blouin / betwhatspok@protonmail.com] to obtain a separate commercial license. Unauthorized commercial exploitation is not permitted; other versions are included by this notice
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.005 |
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