QUANTUM COHERENCE AND CAVITATION, QUASI-TWO-DIMENTIONAL BUBBLE TURBULENCE, RESONANCE MODE SYNCHRONIZATION, CASCADE ENERGY AND SELF-ORGANIZATION IN HETEROGENEOUS SYSTEMS OF MASSIVE HEATONIC RADIATION
Bibliographic record
Abstract
The heterogeneous structure of massive heatonic radiation in the form of Fermi-liquid bubbles filled with Bose gas is analyzed. Such radiation is generated by dissipative vortex-wave packets and is absorbed by collector packets in nonequilibrium environments: technical, space, pseudo-elementary, biological. The results of calculations reflecting the internal dynamics and spectral features of heatonic radiation in systems of different scale levels are presented. The effects of phase mode synchronization and multiwave interference in the generation of heatonic resonances in technical and collider experiments are noted. On the basis of the extended analog of Planck’s constant the processes of self-organization and cascade transport of energy in the environment of heatonic radiation, and also mechanisms of its conversion into stable and quasi-stable forms of matter are explained. It is shown that the nonstationarity of dynamic processes in a heterogeneous system is caused by a violation of the balance between the exchange repulsion of shell fermions and the exchange attraction of quanta of internal Bose gas. Spectra of giant nuclear resonances and muon collider resonances are calculated. The lepton structure of hadrons was revealed, which rejects the need for artificial introduction of point quarks and testifies to the complete inadequacy of the existing standard model of fundamental interactions (SM). It has been noted that Einstein’s widely used formula, for the relationship between mass and rest energy lacks the cosine factor of the angle between momentum and the group velocity of quanta, which explains the difference between particles and antiparticles of matter.
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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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".