Equipotential Energy Exchange Depends on Density of Matter
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract: Potential energy exchanged for work done by radial/center-bound gravitational force field along equipotential surfaces (where the radial potential remains unchanged by definition), depends also on density of matter of the source mass that is responsible for generating the locally dominant field. To the extent that equipotential hence nonradial parts of trajectory paths (of the objects that move within the field) are exposed to the (nonrotating) field’s influence, the moving objects’ energy is lost (regardless of direction of the nonradial part of their motion) and transferred to the field. Mathematically derived, with the use of (new) synthetic mathematics, a new law governing nonradial exchange of potential energy generalizes the previous law that has been derived from physical considerations and had already been confirmed by several experiments and observations.
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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 | 0.000 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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