Analysis of 5p<sup>6</sup>5d-(5p<sup>6</sup>5f+5p<sup>6</sup>6p+5p<sup>5</sup>5d<sup>2</sup>+5p<sup>5</sup>5d6s) Transitions in Tl XIII, Pb XIV, and Bi XV and Revised Wavelengths for 5p<sup>6</sup><sup>1</sup>S<sub>0</sub>-5p<sup>5</sup>5d(3/2, 5/2)<sub>1</sub>Transitions in Hg XIII, Tl XIV, Pb XV, and Bi XVI
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
Spectra of mercury, thallium, lead, and bismuth were photographed from 70 Å to 250 Å on two grazing-inciden ce spectrographs with low-inductance vacuum sparks. About fifty-five 5p65d-(5p65f+5p66p+5p55d2+5p55d6s) transitions were identified in each of the spectra of Tl XIII, Pb XIV, and Bi XV. The 5d2D3/2,5/2 fine-structure interval was determined as 29267 cm-1 in Tl XIII, 33195 cm-1 in Pb XIV, and 37370 cm-1 in Bi XV. Hartree-Fock and parametric least-squares-fitting calculations were carried out to interpret the 5p65f+5p66p+5p5+5d2+5p55d6s configurations in these three ions. Earlier identifications of the 5p6 1S0-5p55d(3/2, 5/2)1 transitions in Hg XIII, Tl XIV, Pb XV, and Bi XVI were revised.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.012 | 0.013 |
| Meta-epidemiology (broad) | 0.016 | 0.009 |
| Bibliometrics | 0.008 | 0.016 |
| Science and technology studies | 0.006 | 0.006 |
| Scholarly communication | 0.004 | 0.008 |
| Open science | 0.007 | 0.003 |
| Research integrity | 0.005 | 0.010 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it