Radioactive decay of the nuclides in the process of the gravitational constant decrease
Bibliographic record
Abstract
It is the pressing problem to solve that the dynamic mechanism of the Earth's plate movement,earthquakes and volcanic activity,the formation of rocks and the earth layer,as well as the Earth's resources and energy.On the basis of the role of the gravitational constant change for nuclide,and the principles of nuclear physics,the dynamic model of nuclear force has been established,the model is closely related and synchronization with the process of the universe evolution.This model has made reasonable explanation for above various problems.according to demomstrion for the Earth's structure energy release,with the decreases of gravitational constant,It is proved that the radioactive decay of nuclides is the release of the Earth's structure energy.Demonstration and quantitative calculation for the chemical binding energy of the mantle rock,and it is a absorption of nuclear decay energy.That the gravitational constant reduce has been proved has the role of internal consistency for universal macro and nuclei micro,and the role for the macro and the micro is uniformity.The conclusions Obtained for the stability or non-stability of the structure of nuclei is relative.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".