New limits on the resonant absorption of solar axions obtained with a $^\\mathbf{169}$Tm-containing cryogenic detector
Bibliographic record
Abstract
A search for resonant absorption of solar axions by $^{169}\\mathrm{Tm}$ nuclei was carried out. A newly developed approach involving low-background cryogenic bolometer based on $\\mathrm{Tm}_{3} \\mathrm{Al}_{5} \\mathrm{O}_{12}$ crystal was used that allowed for significant improvement of sensitivity in comparison with previous $^{169}\\mathrm{Tm}$ based experiments. The measurements performed with \\unit[$8.18$]{g} crystal during \\unit[$6.6$]{days} exposure yielded the following limits on axion couplings: $|g_{A\\gamma} (g_{AN}^0 + g_{AN}^3) \\leq \\unit[1.44 \\times 10^{-14}]{GeV^{-1}}$ and $|g_{Ae} (g_{AN}^0 + g_{AN}^3) \\leq 2.81 \\times 10^{-16}$.
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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".