Pound–Rebka result within the framework of YARK theory
Bibliographic record
Abstract
We herein show that the classical Pound–Rebka (P-R) result is furnished within the framework of Yarman–Arik–Kholmetskii gravitation theory, which we will call YARK in short, in terms of the energy shift of resonant γ-radiation under Earth’s gravitational field. Previous successes of YARK in satisfactorily dealing with the precession of the perihelion of Mercury, gravitational redshift, Shapiro delay, lensing effect, anomalous light-bending of gamma quanta, dark energy, accelerated cosmic expansion, analytical derivation of the Hubble constant, and additional time dilation in Mössbauer rotor setups makes it further applicable to past experiments like P-R that has so far been thought to validate the general theory of relativity (GTR). We discuss the P-R outcome of YARK and compare it with what is furnished by GTR.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.002 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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".