Energy- and angle-resolved spectral phases via semirelativistic <i>ab initio</i> RABBITT simulations
Bibliographic record
Abstract
We simulate the so-called ``rainbow reconstruction of attosecond beating by interference of two-photon transitions'' (Rainbow RABBITT) technique with R-matrix with time-dependence (RMT) theory for neutral argon. We compute the energy-resolved spectral phase induced by the autoionizing $[\mathrm{Ne}]3s3{p}^{6}4p\phantom{\rule{4pt}{0ex}}^{1}P$ resonance with simulations incorporating semirelativistic atomic descriptions. This allows us to isolate the $j=1/2$ and $j=3/2$ spin-orbit component contributions to the energy-resolved spectral phase and compare these against experiment. We analyze changes to the spectral phase resolved in energy and emission angle induced by the autoionizing state.
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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) | 0.001 | 0.001 |
| 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 | 0.001 |
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 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".