Blistering of GaAs by low keV H, D, and He 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 thermally activated blistering of the GaAs (100) surface after 5- and 10keV H, D, and He ion implantations was investigated. A large isotope effect is observed as the critical blistering fluences are two to three times higher for D than for H ions. Blistering and exfoliation are also obtained for very low He ion fluence, contrary to Si which is impervious to He blistering in the same conditions. The exfoliated crater depth depends strongly on the He fluence, varying, at 10keV, from 75±10nm (for 1.6×1016He∕cm2), consistent with the ion projected range determined by computation, to a saturation value of 155±10nm for doses >4×1016He∕cm2. Our results suggest that the fracture leading to cleavage is triggered at a local He concentration of about 2at.%, where dislocations and nanocavities are created.
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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 | 0.000 | 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 it