Observation of the Strongest 5s<sup>2</sup>5p<sup>6</sup>5d–(5s<sup>2</sup>5p<sup>5</sup>5d6s+5s<sup>2</sup>5p<sup>6</sup>7p) Transitions in Au XI to Bi XV Ions
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
The spectra of gold till bismuth were studied in the 90–135 Å region. Nine most intense lines belonging to the 5s25p65d–5s25p55d6s array were identified in Au XI to Bi XV ions. The 5s25p67p 2P3/2,1/2 levels in Au XI and the 5s25p67p 2P3/2 level in Hg XII were also identified. The observed wavelengths and intensities agree quite well with the Hartree–Fock calculations.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.006 | 0.006 |
| Meta-epidemiology (broad) | 0.006 | 0.005 |
| Bibliometrics | 0.002 | 0.008 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.001 | 0.005 |
| Open science | 0.006 | 0.002 |
| Research integrity | 0.002 | 0.006 |
| Insufficient payload (model declined to judge) | 0.002 | 0.003 |
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