Effect of polarization potential on μ<sup>+</sup>-H inelastic scattering
Bibliographic record
Abstract
This work deals with the effect of polarization potential on inelastic scattering of muons by hydrogen atom, μ + -H, as a two-channel problem in which the elastic and muonium (in 1s state) formation channels are open for seven values of the total angular momentum at energies between 1 and 10 keV. For this purpose, we improved the coupled static approximation by “switching on” the polarization potential of hydrogen atom (in 1s state) to calculate elastic and muonium formation cross-sections of μ + -H inelastic scattering. We use the Lipmann–Swinger equation and an iterative numerical method to obtain the computational code. This can be done through calculating the reactance matrix, then obtaining the transition matrix that gives partial and total cross-sections. Our results and those determined by previous authors are in reasonable agreement.
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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 | 0.000 |
| 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".